From 564487c25ad168350f7ff0487e8018d28d7ec1b0 Mon Sep 17 00:00:00 2001 From: Bart van der Vecht Date: Wed, 2 Mar 2022 23:54:15 +0100 Subject: [PATCH 1/3] save --- .../fidelity_constraint/bqc_nv_constraint.py | 317 ++++++++++++++++++ analysis/fidelity_constraint/config_nv.yaml | 39 +++ examples/stack/classical/config.yaml | 31 ++ examples/stack/classical/example_classical.py | 70 ++++ .../stack/fidelity_constraint/config_nv.yaml | 16 +- .../example_bqc_nv_constraint.py | 25 +- squidasm/run/stack/config.py | 21 +- squidasm/run/stack/run.py | 27 +- squidasm/sim/stack/common.py | 13 + squidasm/sim/stack/connection.py | 8 +- squidasm/sim/stack/handler.py | 67 ++-- squidasm/sim/stack/host.py | 30 +- squidasm/sim/stack/netstack.py | 141 +++++--- squidasm/sim/stack/processor.py | 77 +++-- squidasm/sim/stack/qnos.py | 54 ++- squidasm/sim/stack/stack.py | 71 ++-- tests/stack/classical/config.yaml | 31 ++ tests/stack/classical/test_classical.py | 93 +++++ tests/stack/local/config.yaml | 30 ++ tests/stack/local/test_local.py | 64 ++++ 20 files changed, 1027 insertions(+), 198 deletions(-) create mode 100644 analysis/fidelity_constraint/bqc_nv_constraint.py create mode 100644 analysis/fidelity_constraint/config_nv.yaml create mode 100644 examples/stack/classical/config.yaml create mode 100644 examples/stack/classical/example_classical.py create mode 100644 tests/stack/classical/config.yaml create mode 100644 tests/stack/classical/test_classical.py create mode 100644 tests/stack/local/config.yaml create mode 100644 tests/stack/local/test_local.py diff --git a/analysis/fidelity_constraint/bqc_nv_constraint.py b/analysis/fidelity_constraint/bqc_nv_constraint.py new file mode 100644 index 00000000..267edba0 --- /dev/null +++ b/analysis/fidelity_constraint/bqc_nv_constraint.py @@ -0,0 +1,317 @@ +from __future__ import annotations + +import math +import os +from typing import Any, Dict, Generator + +import netsquid as ns +from netqasm.lang.ir import BreakpointAction +from netqasm.sdk.connection import BaseNetQASMConnection +from netqasm.sdk.futures import Future, RegFuture +from netqasm.sdk.qubit import Qubit + +from pydynaa import EventExpression +from squidasm.run.stack.config import NVQDeviceConfig, StackNetworkConfig +from squidasm.run.stack.run import run +from squidasm.sim.stack.common import LogManager, SubroutineAbortedError +from squidasm.sim.stack.csocket import ClassicalSocket +from squidasm.sim.stack.program import Program, ProgramContext, ProgramMeta + +MAX_TRIES = 1000 +MAX_TRIES_ABORT = 1000 + + +class ClientProgram(Program): + PEER = "server" + + def __init__( + self, + alpha: float, + beta: float, + trap: bool, + dummy: int, + theta1: float, + theta2: float, + r1: int, + r2: int, + use_fidelity_contraint: bool = False, + ): + self._alpha = alpha + self._beta = beta + self._trap = trap + self._dummy = dummy + self._theta1 = theta1 + self._theta2 = theta2 + self._r1 = r1 + self._r2 = r2 + self._use_fidelity_constraint = use_fidelity_contraint + + @property + def meta(self) -> ProgramMeta: + return ProgramMeta( + name="client_program", + parameters={ + "alpha": self._alpha, + "beta": self._beta, + "trap": self._trap, + "dummy": self._dummy, + "theta1": self._theta1, + "theta2": self._theta2, + "r1": self._r1, + "r2": self._r2, + "use_fidelity_constraint": self._use_fidelity_constraint, + }, + csockets=[self.PEER], + epr_sockets=[self.PEER], + max_qubits=2, + ) + + def run( + self, context: ProgramContext + ) -> Generator[EventExpression, None, Dict[str, Any]]: + conn = context.connection + epr_socket = context.epr_sockets[self.PEER] + csocket: ClassicalSocket = context.csockets[self.PEER] + + p1: Future + p2: Future + outcomes = conn.new_array(length=2) + + def post_create(_: BaseNetQASMConnection, q: Qubit, index: RegFuture): + with index.if_eq(0): + if not (self._trap and self._dummy == 2): + q.rot_Z(angle=self._theta2) + q.H() + + with index.if_eq(1): + if not (self._trap and self._dummy == 1): + q.rot_Z(angle=self._theta1) + q.H() + q.measure(future=outcomes.get_future_index(index)) + + if self._use_fidelity_constraint: + epr_socket.create_keep( + 2, + sequential=True, + post_routine=post_create, + min_fidelity_all_at_end=80, + max_tries=MAX_TRIES, + ) + yield from conn.flush() + else: + max_tries = MAX_TRIES_ABORT + for count in range(max_tries): + try: + epr_socket.create_keep( + 2, sequential=True, post_routine=post_create, max_time=10_000 + ) + yield from conn.flush() + except SubroutineAbortedError: + if count == max_tries - 1: + raise RuntimeError(f"failed {max_tries} times, aborting.") + else: + conn.builder._reset() + conn.builder._mem_mgr.inactivate_qubits() + continue # try again + else: # subroutine successfully executed + print(f"succeeded after {count + 1} times") + break + + p1 = int(outcomes.get_future_index(1)) + p2 = int(outcomes.get_future_index(0)) + + if self._trap and self._dummy == 2: + delta1 = -self._theta1 + (p1 + self._r1) * math.pi + else: + delta1 = self._alpha - self._theta1 + (p1 + self._r1) * math.pi + csocket.send_float(delta1) + + m1 = yield from csocket.recv_int() + if self._trap and self._dummy == 1: + delta2 = -self._theta2 + (p2 + self._r2) * math.pi + else: + delta2 = ( + math.pow(-1, (m1 + self._r1)) * self._beta + - self._theta2 + + (p2 + self._r2) * math.pi + ) + csocket.send_float(delta2) + + return {"p1": p1, "p2": p2} + + +class ServerProgram(Program): + PEER = "client" + + def __init__(self, use_fidelity_contraint: bool = False) -> None: + self._use_fidelity_constraint = use_fidelity_contraint + + @property + def meta(self) -> ProgramMeta: + return ProgramMeta( + name="server_program", + parameters={"use_fidelity_constraint": self._use_fidelity_constraint}, + csockets=[self.PEER], + epr_sockets=[self.PEER], + max_qubits=2, + ) + + def run( + self, context: ProgramContext + ) -> Generator[EventExpression, None, Dict[str, Any]]: + conn = context.connection + epr_socket = context.epr_sockets[self.PEER] + csocket: ClassicalSocket = context.csockets[self.PEER] + + if self._use_fidelity_constraint: + epr1, epr2 = epr_socket.recv_keep( + 2, + min_fidelity_all_at_end=80, + max_tries=MAX_TRIES, + ) + epr2.cphase(epr1) + + yield from conn.flush() + else: + max_tries = MAX_TRIES_ABORT + for count in range(max_tries): + try: + epr1, epr2 = epr_socket.recv_keep(2) + epr2.cphase(epr1) + yield from conn.flush() + except SubroutineAbortedError: + if count == max_tries - 1: + raise RuntimeError(f"failed {max_tries} times, aborting.") + else: + conn.builder._reset() + conn.builder._mem_mgr.inactivate_qubits() + continue # try again + else: # subroutine successfully executed + break + + delta1 = yield from csocket.recv_float() + + epr2.rot_Z(angle=delta1) + epr2.H() + m1 = epr2.measure(store_array=False) + yield from conn.flush() + + m1 = int(m1) + + csocket.send_int(m1) + + delta2 = yield from csocket.recv_float() + + epr1.rot_Z(angle=delta2) + epr1.H() + conn.insert_breakpoint(BreakpointAction.DUMP_LOCAL_STATE) + m2 = epr1.measure(store_array=False) + yield from conn.flush() + + m2 = int(m2) + return {"m1": m1, "m2": m2} + + +PI = math.pi +PI_OVER_2 = math.pi / 2 + + +def computation_round( + cfg: StackNetworkConfig, + num_times: int = 1, + alpha: float = 0.0, + beta: float = 0.0, + theta1: float = 0.0, + theta2: float = 0.0, +) -> None: + client_program = ClientProgram( + alpha=alpha, + beta=beta, + trap=False, + dummy=-1, + theta1=theta1, + theta2=theta2, + r1=0, + r2=0, + ) + server_program = ServerProgram() + + _, server_results = run( + cfg, {"client": client_program, "server": server_program}, num_times=num_times + ) + + m2s = [result["m2"] for result in server_results] + num_zeros = len([m for m in m2s if m == 0]) + frac0 = round(num_zeros / num_times, 2) + frac1 = 1 - frac0 + print(f"dist (0, 1) = ({frac0}, {frac1})") + + +def trap_round( + cfg: StackNetworkConfig, + num_times: int = 1, + alpha: float = 0.0, + beta: float = 0.0, + theta1: float = 0.0, + theta2: float = 0.0, + dummy: int = 1, + use_fidelity_constraint: bool = False, +) -> None: + client_program = ClientProgram( + alpha=alpha, + beta=beta, + trap=True, + dummy=dummy, + theta1=theta1, + theta2=theta2, + r1=0, + r2=0, + use_fidelity_contraint=use_fidelity_constraint, + ) + server_program = ServerProgram(use_fidelity_contraint=use_fidelity_constraint) + + client_results, server_results = run( + cfg, {"client": client_program, "server": server_program}, num_times=num_times + ) + + p1s = [result["p1"] for result in client_results] + p2s = [result["p2"] for result in client_results] + m1s = [result["m1"] for result in server_results] + m2s = [result["m2"] for result in server_results] + + assert dummy in [1, 2] + if dummy == 1: + num_fails = len([(p, m) for (p, m) in zip(p1s, m2s) if p != m]) + else: + num_fails = len([(p, m) for (p, m) in zip(p2s, m1s) if p != m]) + + frac_fail = round(num_fails / num_times, 2) + print(f"fail rate: {frac_fail}") + + +if __name__ == "__main__": + num_times = 100 + LogManager.set_log_level("WARNING") + + # num_times = 1 + # LogManager.set_log_level("DEBUG") + + dump_file = os.path.join(os.path.dirname(__file__), "dump_bqc_nv_constraint.log") + LogManager.log_to_file(dump_file) + ns.set_qstate_formalism(ns.qubits.qformalism.QFormalism.DM) + + cfg_file = os.path.join(os.path.dirname(__file__), "config_nv.yaml") + cfg = StackNetworkConfig.from_file(cfg_file) + cfg.stacks[0].qdevice_cfg = NVQDeviceConfig.perfect_config() + cfg.stacks[1].qdevice_cfg = NVQDeviceConfig.perfect_config() + + # computation_round(cfg, num_times, alpha=PI_OVER_2, beta=PI_OVER_2) + + use_fidelity_constraint = False + + trap_round( + cfg=cfg, + num_times=num_times, + dummy=2, + use_fidelity_constraint=use_fidelity_constraint, + ) diff --git a/analysis/fidelity_constraint/config_nv.yaml b/analysis/fidelity_constraint/config_nv.yaml new file mode 100644 index 00000000..678f1a54 --- /dev/null +++ b/analysis/fidelity_constraint/config_nv.yaml @@ -0,0 +1,39 @@ +qdevice_cfg: &qdevice_cfg + num_qubits: 2 + # electron_T1: 10.e+6 + # electron_T2: 10.e+6 + # carbon_T1: 100.e+6 + # carbon_T2: 100.e+6 + init_time: 1.e+1 + single_qubit_gate_time: 1.e+1 + two_qubit_gate_time: 1.e+1 + measurement_time: 1.e+1 + +stacks: + - name: client + qdevice_typ: nv + qdevice_cfg: + <<: *qdevice_cfg + host_qnos_latency: 1e6 + - name: server + qdevice_typ: nv + qdevice_cfg: + <<: *qdevice_cfg + host_qnos_latency: 1e6 + +link_cfg: &link_cfg + # fidelity: 0.75 + # fidelity: 0.99 + fidelity: 1 + # prob_success: 5.e-5 # 1 / 20_000 + # prob_success: 2.e-4 # 1 / 5_000 + prob_success: 1 + # prob_success: 0.0005 + t_cycle: 5.e+3 + +links: + - stack1: client + stack2: server + typ: depolarise + cfg: + <<: *link_cfg \ No newline at end of file diff --git a/examples/stack/classical/config.yaml b/examples/stack/classical/config.yaml new file mode 100644 index 00000000..f98ad3b6 --- /dev/null +++ b/examples/stack/classical/config.yaml @@ -0,0 +1,31 @@ +qdevice_cfg: &qdevice_cfg + num_qubits: 2 + num_comm_qubits: 2 + T1: 1.e+8 + T2: 1.e+8 + init_time: 1.e+4 + single_qubit_gate_time: 1.e+3 + two_qubit_gate_time: 1.e+5 + measurement_time: 1.e+4 + +stacks: + - name: client + qdevice_typ: generic + qdevice_cfg: + <<: *qdevice_cfg + - name: server + qdevice_typ: generic + qdevice_cfg: + <<: *qdevice_cfg + +link_cfg: &link_cfg + fidelity: 0.8 + prob_success: 0.01 + t_cycle: 1e3 + +links: + - stack1: client + stack2: server + typ: depolarise + cfg: + <<: *link_cfg \ No newline at end of file diff --git a/examples/stack/classical/example_classical.py b/examples/stack/classical/example_classical.py new file mode 100644 index 00000000..2c7d0698 --- /dev/null +++ b/examples/stack/classical/example_classical.py @@ -0,0 +1,70 @@ +import os +from typing import Any, Dict, Generator + +from pydynaa import EventExpression +from squidasm.run.stack.config import StackNetworkConfig +from squidasm.run.stack.run import run +from squidasm.sim.stack.common import LogManager +from squidasm.sim.stack.program import Program, ProgramContext, ProgramMeta + + +class ClientProgram(Program): + PEER = "server" + + @property + def meta(self) -> ProgramMeta: + return ProgramMeta( + name="client_program", + parameters={}, + csockets=[self.PEER], + epr_sockets=[self.PEER], + max_qubits=1, + ) + + def run( + self, context: ProgramContext + ) -> Generator[EventExpression, None, Dict[str, Any]]: + csocket = context.csockets[self.PEER] + csocket.send("hello") + response = yield from csocket.recv() + print(f"received response: {response}") + yield from context.connection.flush() + + +class ServerProgram(Program): + PEER = "client" + + @property + def meta(self) -> ProgramMeta: + return ProgramMeta( + name="server_program", + parameters={}, + csockets=[self.PEER], + epr_sockets=[self.PEER], + max_qubits=1, + ) + + def run( + self, context: ProgramContext + ) -> Generator[EventExpression, None, Dict[str, Any]]: + csocket = context.csockets[self.PEER] + msg = yield from csocket.recv() + print(f"received message: {msg}") + csocket.send("hello back") + yield from context.connection.flush() + + +if __name__ == "__main__": + LogManager.set_log_level("WARNING") + + num_times = 1 + cfg = StackNetworkConfig.from_file( + os.path.join(os.getcwd(), os.path.dirname(__file__), "config.yaml") + ) + + client_program = ClientProgram() + server_program = ServerProgram() + + client_results, server_results = run( + cfg, {"client": client_program, "server": server_program}, num_times + ) diff --git a/examples/stack/fidelity_constraint/config_nv.yaml b/examples/stack/fidelity_constraint/config_nv.yaml index a7d7e5f8..b5ded0f1 100644 --- a/examples/stack/fidelity_constraint/config_nv.yaml +++ b/examples/stack/fidelity_constraint/config_nv.yaml @@ -1,8 +1,9 @@ qdevice_cfg: &qdevice_cfg num_qubits: 2 - num_comm_qubits: 2 - T1: 1.e+12 - T2: 1.e+12 + electron_T1: 1.e+12 + electron_T2: 1.e+12 + carbon_T1: 10.e+6 + carbon_T2: 10.e+6 init_time: 1.e+1 single_qubit_gate_time: 1.e+1 two_qubit_gate_time: 1.e+1 @@ -13,15 +14,18 @@ stacks: qdevice_typ: nv qdevice_cfg: <<: *qdevice_cfg + host_qnos_latency: 1e6 - name: server qdevice_typ: nv qdevice_cfg: <<: *qdevice_cfg + host_qnos_latency: 1e6 link_cfg: &link_cfg - fidelity: 1.0 - prob_success: 0.01 - t_cycle: 1e3 + fidelity: 0.75 + # prob_success: 5.e-5 # 1 / 20_000 + prob_success: 1 + t_cycle: 5.e+3 links: - stack1: client diff --git a/examples/stack/fidelity_constraint/example_bqc_nv_constraint.py b/examples/stack/fidelity_constraint/example_bqc_nv_constraint.py index 87b5553c..b1cee917 100644 --- a/examples/stack/fidelity_constraint/example_bqc_nv_constraint.py +++ b/examples/stack/fidelity_constraint/example_bqc_nv_constraint.py @@ -18,6 +18,7 @@ from squidasm.sim.stack.program import Program, ProgramContext, ProgramMeta # BQC example with a `min_fidelity_all_at_end` constraint on the entangled pairs. +MAX_TRIES = 1000 class ClientProgram(Program): @@ -90,7 +91,7 @@ def post_create(_: BaseNetQASMConnection, q: Qubit, index: RegFuture): sequential=True, post_routine=post_create, min_fidelity_all_at_end=80, - max_tries=100, + max_tries=MAX_TRIES, ) yield from conn.flush() @@ -139,7 +140,11 @@ def run( csocket: ClassicalSocket = context.csockets[self.PEER] # Create EPR Pair - epr1, epr2 = epr_socket.recv_keep(2, min_fidelity_all_at_end=80, max_tries=100) + epr1, epr2 = epr_socket.recv_keep( + 2, + min_fidelity_all_at_end=80, + max_tries=MAX_TRIES, + ) epr2.cphase(epr1) yield from conn.flush() @@ -243,15 +248,19 @@ def trap_round( if __name__ == "__main__": - num_times = 50 - LogManager.set_log_level("WARNING") + # num_times = 50 + # LogManager.set_log_level("WARNING") + + num_times = 1 + LogManager.set_log_level("DEBUG") + LogManager.log_to_file("dump_bqc_nv_constraint.log") ns.set_qstate_formalism(ns.qubits.qformalism.QFormalism.DM) cfg_file = os.path.join(os.path.dirname(__file__), "config_nv.yaml") cfg = StackNetworkConfig.from_file(cfg_file) - cfg.stacks[0].qdevice_cfg = NVQDeviceConfig.perfect_config() - cfg.stacks[1].qdevice_cfg = NVQDeviceConfig.perfect_config() + # cfg.stacks[0].qdevice_cfg = NVQDeviceConfig.perfect_config() + # cfg.stacks[1].qdevice_cfg = NVQDeviceConfig.perfect_config() - computation_round(cfg, num_times, alpha=PI_OVER_2, beta=PI_OVER_2) - # trap_round(cfg=cfg, num_times=num_times, dummy=2) + # computation_round(cfg, num_times, alpha=PI_OVER_2, beta=PI_OVER_2) + trap_round(cfg=cfg, num_times=num_times, dummy=2) diff --git a/squidasm/run/stack/config.py b/squidasm/run/stack/config.py index 1ec04180..05fae9e1 100644 --- a/squidasm/run/stack/config.py +++ b/squidasm/run/stack/config.py @@ -79,9 +79,9 @@ class NVQDeviceConfig(BaseModel): carbon_rot_y: int = 500_000 carbon_rot_z: int = 500_000 electron_init: int = 2_000 - electron_rot_x: int = 5 - electron_rot_y: int = 5 - electron_rot_z: int = 5 + electron_rot_x: int = 5_000 + electron_rot_y: int = 5_000 + electron_rot_z: int = 5_000 ec_controlled_dir_x: int = 500_000 ec_controlled_dir_y: int = 500_000 measure: int = 3_700 @@ -110,6 +110,8 @@ class StackConfig(BaseModel): name: str qdevice_typ: str qdevice_cfg: Any + host_qnos_latency: float = 0.0 + instr_latency: float = 0.0 @classmethod def from_file(cls, path: str) -> StackConfig: @@ -121,6 +123,8 @@ def perfect_generic_config(cls, name: str) -> StackConfig: name=name, qdevice_typ="generic", qdevice_cfg=GenericQDeviceConfig.perfect_config(), + host_qnos_latency=0.0, + instr_latency=0.0, ) @@ -166,6 +170,8 @@ class LinkConfig(BaseModel): stack2: str typ: str cfg: Any + host_host_latency: float = 0.0 + qnos_qnos_latency: float = 0.0 @classmethod def from_file(cls, path: str) -> LinkConfig: @@ -173,7 +179,14 @@ def from_file(cls, path: str) -> LinkConfig: @classmethod def perfect_config(cls, stack1: str, stack2: str) -> LinkConfig: - return LinkConfig(stack1=stack1, stack2=stack2, typ="perfect", cfg=None) + return LinkConfig( + stack1=stack1, + stack2=stack2, + typ="perfect", + cfg=None, + host_host_latency=0.0, + qnos_qnos_latency=0.0, + ) class StackNetworkConfig(BaseModel): diff --git a/squidasm/run/stack/run.py b/squidasm/run/stack/run.py index 9770864d..f5e4b331 100644 --- a/squidasm/run/stack/run.py +++ b/squidasm/run/stack/run.py @@ -4,6 +4,8 @@ from typing import Any, Dict, List import netsquid as ns +from netsquid.components.channel import Channel +from netsquid.nodes.connections import DirectConnection from netsquid_magic.link_layer import ( MagicLinkLayerProtocol, MagicLinkLayerProtocolWithSignaling, @@ -49,22 +51,37 @@ def _setup_network(config: StackNetworkConfig) -> StackNetwork: if not isinstance(qdevice_cfg, NVQDeviceConfig): qdevice_cfg = NVQDeviceConfig(**cfg.qdevice_cfg) qdevice = build_nv_qdevice(f"qdevice_{cfg.name}", cfg=qdevice_cfg) - stack = NodeStack(cfg.name, qdevice_type="nv", qdevice=qdevice) + stack = NodeStack( + cfg.name, + qdevice_type="nv", + qdevice=qdevice, + host_qnos_latency=cfg.host_qnos_latency, + instr_latency=cfg.instr_latency, + ) elif cfg.qdevice_typ == "generic": qdevice_cfg = cfg.qdevice_cfg if not isinstance(qdevice_cfg, GenericQDeviceConfig): qdevice_cfg = GenericQDeviceConfig(**cfg.qdevice_cfg) qdevice = build_generic_qdevice(f"qdevice_{cfg.name}", cfg=qdevice_cfg) - stack = NodeStack(cfg.name, qdevice_type="generic", qdevice=qdevice) + stack = NodeStack( + cfg.name, + qdevice_type="generic", + qdevice=qdevice, + host_qnos_latency=cfg.host_qnos_latency, + instr_latency=cfg.instr_latency, + ) NetSquidContext.add_node(stack.node.ID, cfg.name) stacks[cfg.name] = stack - for (_, s1), (_, s2) in itertools.combinations(stacks.items(), 2): - s1.connect_to(s2) - for link in config.links: stack1 = stacks[link.stack1] stack2 = stacks[link.stack2] + stack1.connect_to( + stack2, + host_host_delay=link.host_host_latency, + qnos_qnos_delay=link.qnos_qnos_latency, + ) + if link.typ == "perfect": link_dist = PerfectStateMagicDistributor( nodes=[stack1.node, stack2.node], state_delay=1000.0 diff --git a/squidasm/sim/stack/common.py b/squidasm/sim/stack/common.py index 8fb2aab2..07ee7dbe 100644 --- a/squidasm/sim/stack/common.py +++ b/squidasm/sim/stack/common.py @@ -6,7 +6,9 @@ from netqasm.lang import operand from netqasm.lang.encoding import RegisterName from netqasm.sdk.shared_memory import Arrays, RegisterGroup, setup_registers +from netsquid.components.channel import Channel from netsquid.components.component import Component, Port +from netsquid.nodes.connections import DirectConnection from netsquid.protocols import Protocol from pydynaa import EventExpression @@ -391,3 +393,14 @@ class NVPhysicalQuantumMemory(PhysicalQuantumMemory): def __init__(self, qubit_count: int) -> None: super().__init__(qubit_count) self._comm_qubit_ids: Set[int] = {0} + + +class DelayedClassicalConnection(DirectConnection): + def __init__(self, name: str, delay: float) -> None: + chan1 = Channel(f"chan_1_{name}", delay=delay) + chan2 = Channel(f"chan_2_{name}", delay=delay) + super().__init__(name, channel_AtoB=chan1, channel_BtoA=chan2) + + +class SubroutineAbortedError(RuntimeError): + pass diff --git a/squidasm/sim/stack/connection.py b/squidasm/sim/stack/connection.py index d551d8da..cfd5fc2e 100644 --- a/squidasm/sim/stack/connection.py +++ b/squidasm/sim/stack/connection.py @@ -21,7 +21,7 @@ from netqasm.sdk.transpile import SubroutineTranspiler from squidasm.sim.stack.host import Host -from squidasm.sim.stack.common import LogManager +from squidasm.sim.stack.common import LogManager, SubroutineAbortedError from .context import NetSquidNetworkInfo @@ -105,7 +105,11 @@ def commit_subroutine( ) result = yield from self._host.receive_qnos_msg() - self._shared_memory = result + # TODO + if result == "abort": + raise SubroutineAbortedError + else: + self._shared_memory = result def flush( self, block: bool = True, callback: Optional[Callable] = None diff --git a/squidasm/sim/stack/handler.py b/squidasm/sim/stack/handler.py index c8b1beea..0c53ed9d 100644 --- a/squidasm/sim/stack/handler.py +++ b/squidasm/sim/stack/handler.py @@ -53,24 +53,16 @@ class HandlerComponent(Component): def __init__(self, node: Node) -> None: super().__init__(f"{node.name}_handler") self._node = node - self.add_ports(["proc_out", "proc_in"]) - self.add_ports(["host_out", "host_in"]) + self.add_ports(["proc"]) + self.add_ports(["host"]) @property - def processor_in_port(self) -> Port: - return self.ports["proc_in"] + def processor_port(self) -> Port: + return self.ports["proc"] @property - def processor_out_port(self) -> Port: - return self.ports["proc_out"] - - @property - def host_in_port(self) -> Port: - return self.ports["host_in"] - - @property - def host_out_port(self) -> Port: - return self.ports["host_out"] + def host_port(self) -> Port: + return self.ports["host"] @property def node(self) -> Node: @@ -125,11 +117,11 @@ def __init__( self.add_listener( "host", - PortListener(self._comp.ports["host_in"], SIGNAL_HOST_HAND_MSG), + PortListener(self._comp.ports["host"], SIGNAL_HOST_HAND_MSG), ) self.add_listener( "processor", - PortListener(self._comp.ports["proc_in"], SIGNAL_PROC_HAND_MSG), + PortListener(self._comp.ports["proc"], SIGNAL_PROC_HAND_MSG), ) # Number of applications that were handled so far. Used as a unique ID for @@ -176,13 +168,13 @@ def flavour(self, flavour: Optional[flavour.Flavour]) -> None: self._flavour = flavour def _send_host_msg(self, msg: Any) -> None: - self._comp.host_out_port.tx_output(msg) + self._comp.host_port.tx_output(msg) def _receive_host_msg(self) -> Generator[EventExpression, None, str]: return (yield from self._receive_msg("host", SIGNAL_HOST_HAND_MSG)) def _send_processor_msg(self, msg: str) -> None: - self._comp.processor_out_port.tx_output(msg) + self._comp.processor_port.tx_output(msg) def _receive_processor_msg(self) -> Generator[EventExpression, None, str]: return (yield from self._receive_msg("processor", SIGNAL_PROC_HAND_MSG)) @@ -208,9 +200,11 @@ def init_new_app(self, max_qubits: int) -> int: self._logger.debug(f"registered app with ID {app_id}") return app_id - def open_epr_socket(self, app_id: int, socket_id: int, remote_id: int) -> None: + def open_epr_socket( + self, app_id: int, socket_id: int, remote_id: int, min_fidelity: int = 0 + ) -> None: self._logger.debug(f"Opening EPR socket ({socket_id}, {remote_id})") - self.netstack.open_epr_socket(app_id, socket_id, remote_id) + self.netstack.open_epr_socket(app_id, socket_id, remote_id, min_fidelity) def add_subroutine(self, app_id: int, subroutine: Subroutine) -> None: self._applications[app_id].add_subroutine(subroutine) @@ -219,12 +213,16 @@ def _deserialize_subroutine(self, msg: SubroutineMessage) -> Subroutine: # return deser_subroutine(msg.subroutine, flavour=flavour.NVFlavour()) return deser_subroutine(msg.subroutine, flavour=self._flavour) - def clear_application(self, app_id: int) -> None: + def clear_application(self, app_id: int, remove_app: bool = True) -> None: for virt_id, phys_id in self.app_memories[app_id].qubit_mapping.items(): self.app_memories[app_id].unmap_virt_id(virt_id) if phys_id is not None: self.physical_memory.free(phys_id) - self.app_memories.pop(app_id) + # TODO + self.qnos.processor.qdevice.mem_positions[phys_id].in_use = False + # TODO comment + if remove_app: + self.app_memories.pop(app_id) def stop_application(self, app_id: int) -> None: self._logger.debug(f"stopping application with ID {app_id}") @@ -237,7 +235,7 @@ def stop_application(self, app_id: int) -> None: def assign_processor( self, app_id: int, subroutine: Subroutine - ) -> Generator[EventExpression, None, AppMemory]: + ) -> Generator[EventExpression, None, Optional[AppMemory]]: """Tell the processor to execute a subroutine and wait for it to finish. :param app_id: ID of the application this subroutine is for @@ -245,10 +243,15 @@ def assign_processor( """ self._send_processor_msg(subroutine) result = yield from self._receive_processor_msg() - assert result == "subroutine done" - self._logger.debug(f"result: {result}") - app_mem = self.app_memories[app_id] - return app_mem + if result == "subroutine done": + self._logger.debug(f"result: {result}") + app_mem = self.app_memories[app_id] + return app_mem + else: + # TODO + assert result == "timeout" + self.clear_application(app_id, remove_app=False) + return None # error def msg_from_host(self, msg: Message) -> None: """Handle a deserialized message from the Host.""" @@ -256,7 +259,9 @@ def msg_from_host(self, msg: Message) -> None: app_id = self.init_new_app(msg.max_qubits) self._send_host_msg(app_id) elif isinstance(msg, OpenEPRSocketMessage): - self.open_epr_socket(msg.app_id, msg.epr_socket_id, msg.remote_node_id) + self.open_epr_socket( + msg.app_id, msg.epr_socket_id, msg.remote_node_id, msg.min_fidelity + ) elif isinstance(msg, SubroutineMessage): subroutine = self._deserialize_subroutine(msg) self.add_subroutine(subroutine.app_id, subroutine) @@ -286,4 +291,8 @@ def run(self) -> Generator[EventExpression, None, None]: if subrt is None: break app_mem = yield from self.assign_processor(app.id, subrt) - self._send_host_msg(app_mem) + # TODO + if app_mem is not None: # success + self._send_host_msg(app_mem) + else: + self._send_host_msg("abort") diff --git a/squidasm/sim/stack/host.py b/squidasm/sim/stack/host.py index 4e22c305..2dbb6fb2 100644 --- a/squidasm/sim/stack/host.py +++ b/squidasm/sim/stack/host.py @@ -32,24 +32,16 @@ class HostComponent(Component): def __init__(self, node: Node) -> None: super().__init__(f"{node.name}_host") - self.add_ports(["qnos_in", "qnos_out"]) - self.add_ports(["peer_in", "peer_out"]) + self.add_ports(["qnos"]) + self.add_ports(["peer"]) @property - def qnos_in_port(self) -> Port: - return self.ports["qnos_in"] + def qnos_port(self) -> Port: + return self.ports["qnos"] @property - def qnos_out_port(self) -> Port: - return self.ports["qnos_out"] - - @property - def peer_in_port(self) -> Port: - return self.ports["peer_in"] - - @property - def peer_out_port(self) -> Port: - return self.ports["peer_out"] + def peer_port(self) -> Port: + return self.ports["peer"] class Host(ComponentProtocol): @@ -66,11 +58,11 @@ def __init__(self, comp: HostComponent, qdevice_type: Optional[str] = "nv") -> N self.add_listener( "qnos", - PortListener(self._comp.ports["qnos_in"], SIGNAL_HAND_HOST_MSG), + PortListener(self._comp.ports["qnos"], SIGNAL_HAND_HOST_MSG), ) self.add_listener( "peer", - PortListener(self._comp.ports["peer_in"], SIGNAL_HOST_HOST_MSG), + PortListener(self._comp.ports["peer"], SIGNAL_HOST_HOST_MSG), ) if qdevice_type == "nv": @@ -100,13 +92,13 @@ def compiler(self, typ: Optional[Type[SubroutineTranspiler]]) -> None: self._compiler = typ def send_qnos_msg(self, msg: bytes) -> None: - self._comp.qnos_out_port.tx_output(msg) + self._comp.qnos_port.tx_output(msg) def receive_qnos_msg(self) -> Generator[EventExpression, None, str]: return (yield from self._receive_msg("qnos", SIGNAL_HAND_HOST_MSG)) def send_peer_msg(self, msg: str) -> None: - self._comp.peer_out_port.tx_output(msg) + self._comp.peer_port.tx_output(msg) def receive_peer_msg(self) -> Generator[EventExpression, None, str]: return (yield from self._receive_msg("peer", SIGNAL_HOST_HOST_MSG)) @@ -116,7 +108,7 @@ def run(self) -> Generator[EventExpression, None, None]: # Run a single program as many times as requested. while self._num_pending > 0: - self._logger.info(f"num pending: {self._num_pending}") + self._logger.warning(f"num pending: {self._num_pending}") self._num_pending -= 1 assert self._program is not None diff --git a/squidasm/sim/stack/netstack.py b/squidasm/sim/stack/netstack.py index c12c17bf..3413f10c 100644 --- a/squidasm/sim/stack/netstack.py +++ b/squidasm/sim/stack/netstack.py @@ -6,6 +6,7 @@ import netsquid as ns from netqasm.sdk.build_epr import ( + SER_CREATE_IDX_MAX_TIME, SER_CREATE_IDX_NUMBER, SER_CREATE_IDX_TYPE, SER_RESPONSE_KEEP_IDX_BELL_STATE, @@ -76,31 +77,22 @@ class NetstackComponent(Component): def __init__(self, node: Node) -> None: super().__init__(f"{node.name}_netstack") self._node = node - self.add_ports(["proc_out", "proc_in"]) - self.add_ports(["peer_out", "peer_in"]) + self.add_ports(["proc"]) + self.add_ports(["peer"]) @property - def processor_in_port(self) -> Port: - return self.ports["proc_in"] + def processor_port(self) -> Port: + return self.ports["proc"] @property - def processor_out_port(self) -> Port: - return self.ports["proc_out"] - - @property - def peer_in_port(self) -> Port: - return self.ports["peer_in"] - - @property - def peer_out_port(self) -> Port: - return self.ports["peer_out"] + def peer_port(self) -> Port: + return self.ports["peer"] @property def node(self) -> Node: return self._node -@dataclass class EprSocket: """EPR Socket. Allows for EPR pair generation with a single remote node. @@ -108,8 +100,22 @@ class EprSocket: sockets have a different ID, and may e.g be used for EPR generation requests with different parameters.""" - socket_id: int - remote_id: int + def __init__(self, socket_id: int, remote_id: int, min_fidelity: int = 0) -> None: + self._socket_id = socket_id + self._remote_id = remote_id + self._min_fidelity = min_fidelity + + @property + def socket_id(self) -> int: + return self._socket_id + + @property + def remote_id(self) -> int: + return self._remote_id + + @property + def min_fidelity(self) -> int: + return self._min_fidelity class Netstack(ComponentProtocol): @@ -128,11 +134,11 @@ def __init__(self, comp: NetstackComponent, qnos: Qnos) -> None: self.add_listener( "processor", - PortListener(self._comp.processor_in_port, SIGNAL_PROC_NSTK_MSG), + PortListener(self._comp.processor_port, SIGNAL_PROC_NSTK_MSG), ) self.add_listener( "peer", - PortListener(self._comp.peer_in_port, SIGNAL_PEER_NSTK_MSG), + PortListener(self._comp.peer_port, SIGNAL_PEER_NSTK_MSG), ) self._egp: Optional[EgpProtocol] = None @@ -146,7 +152,9 @@ def assign_ll_protocol(self, prot: MagicLinkLayerProtocolWithSignaling) -> None: """ self._egp = EgpProtocol(self._comp.node, prot) - def open_epr_socket(self, app_id: int, socket_id: int, remote_node_id: int) -> None: + def open_epr_socket( + self, app_id: int, socket_id: int, remote_node_id: int, min_fidelity: int = 0 + ) -> None: """Create a new EPR socket with the specified remote node. :param app_id: ID of the application that creates this EPR socket @@ -155,11 +163,13 @@ def open_epr_socket(self, app_id: int, socket_id: int, remote_node_id: int) -> N """ if app_id not in self._epr_sockets: self._epr_sockets[app_id] = [] - self._epr_sockets[app_id].append(EprSocket(socket_id, remote_node_id)) + self._epr_sockets[app_id].append( + EprSocket(socket_id, remote_node_id, min_fidelity) + ) def _send_processor_msg(self, msg: str) -> None: """Send a message to the processor.""" - self._comp.processor_out_port.tx_output(msg) + self._comp.processor_port.tx_output(msg) def _receive_processor_msg(self) -> Generator[EventExpression, None, str]: """Receive a message from the processor. Block until there is at least one @@ -170,7 +180,7 @@ def _send_peer_msg(self, msg: str) -> None: """Send a message to the network stack of the other node. NOTE: for now we assume there is only one other node, which is 'the' peer.""" - self._comp.peer_out_port.tx_output(msg) + self._comp.peer_port.tx_output(msg) def _receive_peer_msg(self) -> Generator[EventExpression, None, str]: """Receive a message from the network stack of the other node. Block until @@ -198,7 +208,9 @@ def _read_request_args_array(self, app_id: int, array_addr: int) -> List[int]: app_mem.get_array(array_addr) return app_mem.get_array(array_addr) - def _construct_request(self, remote_id: int, args: List[int]) -> ReqCreateBase: + def _construct_request( + self, request: NetstackCreateRequest, args: List[int] + ) -> ReqCreateBase: """Construct a link layer request from application request info. :param remote_id: ID of remote node @@ -210,27 +222,37 @@ def _construct_request(self, remote_id: int, args: List[int]) -> ReqCreateBase: assert typ is not None num_pairs = args[SER_CREATE_IDX_NUMBER] assert num_pairs is not None + max_time = args[SER_CREATE_IDX_MAX_TIME] + + # Magic link layer needs max_time to be an integer + if max_time is None: + max_time = 0 - # TODO - MINIMUM_FIDELITY = 0.99 + epr_socket = self.find_epr_socket( + request.app_id, request.epr_socket_id, request.remote_node_id + ) + assert epr_socket is not None if typ == 0: request = ReqCreateAndKeep( - remote_node_id=remote_id, + remote_node_id=request.remote_node_id, number=num_pairs, - minimum_fidelity=MINIMUM_FIDELITY, + minimum_fidelity=epr_socket.min_fidelity, + max_time=max_time, ) elif typ == 1: request = ReqMeasureDirectly( - remote_node_id=remote_id, + remote_node_id=request.remote_node_id, number=num_pairs, - minimum_fidelity=MINIMUM_FIDELITY, + minimum_fidelity=epr_socket.min_fidelity, + max_time=max_time, ) elif typ == 2: request = ReqRemoteStatePrep( - remote_node_id=remote_id, + remote_node_id=request.remote_node_id, number=num_pairs, - minimum_fidelity=MINIMUM_FIDELITY, + minimum_fidelity=epr_socket.min_fidelity, + max_time=max_time, ) else: raise ValueError(f"Unsupported create type {typ}") @@ -302,6 +324,13 @@ def handle_create_ck_request( self._logger.info(f"splitting request into {num_pairs} 1-pair requests") request.number = 1 + # Magic link layer protocol does not allow timeouts at this moment, + # so we handle them manually below. + max_time = request.max_time # save original value + print(f"request.max_time: {request.max_time}") + if request.max_time is not None: + request.max_time = 0 + start_time = ns.sim_time() for pair_index in range(num_pairs): @@ -363,6 +392,19 @@ def handle_create_ck_request( gen_duration_ns_float = ns.sim_time() - start_time gen_duration_us_int = int(gen_duration_ns_float / 1000) self._logger.info(f"gen duration (us): {gen_duration_us_int}") + # TODO comment + self._send_peer_msg(gen_duration_us_int) + self._send_peer_msg(max_time) + + timeout = False + + self._logger.info(f"max_time = {request.max_time}") + if max_time != 0 and gen_duration_us_int > max_time: + self._logger.warning( + f"EPR generation took {gen_duration_us_int} us " + f"but max time was {max_time} us" + ) + timeout = True # Length of response array slice for a single pair. slice_len = SER_RESPONSE_KEEP_LEN @@ -386,7 +428,13 @@ def handle_create_ck_request( f"wrote to @{req.result_array_addr}[{slice_len * pair_index}:" f"{slice_len * pair_index + slice_len}] for app ID {req.app_id}" ) - self._send_processor_msg("wrote to array") + + # TODO + # ONLY trigger abort due to timeout at last pair + if timeout and pair_index == num_pairs - 1: + self._send_processor_msg("timeout") + else: + self._send_processor_msg("wrote to array") def handle_create_md_request( self, req: NetstackCreateRequest, request: ReqMeasureDirectly @@ -484,7 +532,7 @@ def handle_create_request( args = self._read_request_args_array(req.app_id, req.arg_array_addr) # Create the link layer request object. - request = self._construct_request(req.remote_node_id, args) + request = self._construct_request(req, args) # Send it to the receiver node and wait for an acknowledgement. self._send_peer_msg(request) @@ -573,9 +621,21 @@ def handle_receive_ck_request( f"mapping virtual qubit {virt_id} to physical qubit {phys_id}" ) - gen_duration_ns_float = ns.sim_time() - start_time - gen_duration_us_int = int(gen_duration_ns_float / 1000) - self._logger.info(f"gen duration (us): {gen_duration_us_int}") + # gen_duration_ns_float = ns.sim_time() - start_time + # gen_duration_us_int = int(gen_duration_ns_float / 1000) + + # TODO comment + gen_duration_us_int = yield from self._receive_peer_msg() + max_time = yield from self._receive_peer_msg() + + timeout = False + + if max_time != 0 and gen_duration_us_int > max_time: + self._logger.warning( + f"EPR generation took {gen_duration_us_int} us " + f"but max time was {max_time} us" + ) + timeout = True # Length of response array slice for a single pair. slice_len = SER_RESPONSE_KEEP_LEN @@ -598,7 +658,12 @@ def handle_receive_ck_request( f"wrote to @{req.result_array_addr}[{slice_len * pair_index}:" f"{slice_len * pair_index + slice_len}] for app ID {req.app_id}" ) - self._send_processor_msg("wrote to array") + + # ONLY trigger abort due to timeout at last pair + if timeout and pair_index == num_pairs - 1: + self._send_processor_msg("timeout") + else: + self._send_processor_msg("wrote to array") def handle_receive_md_request( self, req: NetstackReceiveRequest, request: ReqMeasureDirectly diff --git a/squidasm/sim/stack/processor.py b/squidasm/sim/stack/processor.py index 0e912eea..cab3c130 100644 --- a/squidasm/sim/stack/processor.py +++ b/squidasm/sim/stack/processor.py @@ -29,7 +29,7 @@ from netsquid.nodes import Node from netsquid.qubits import qubitapi -from pydynaa import EventExpression +from pydynaa import Entity, EventExpression, EventType from squidasm.sim.stack.common import ( AllocError, AppMemory, @@ -54,6 +54,11 @@ PI = math.pi PI_OVER_2 = math.pi / 2 +INSTR_LATENCY_EVENT: EventType = EventType( + "INSTR_LATENCY_EVENT", + "end of waiting time that represents instruction processing latency", +) + class ProcessorComponent(Component): """NetSquid component representing a QNodeOS processor. @@ -72,24 +77,16 @@ class ProcessorComponent(Component): def __init__(self, node: Node) -> None: super().__init__(f"{node.name}_processor") self._node = node - self.add_ports(["nstk_out", "nstk_in"]) - self.add_ports(["hand_out", "hand_in"]) - - @property - def netstack_in_port(self) -> Port: - return self.ports["nstk_in"] - - @property - def netstack_out_port(self) -> Port: - return self.ports["nstk_out"] + self.add_ports(["nstk"]) + self.add_ports(["hand"]) @property - def handler_in_port(self) -> Port: - return self.ports["hand_in"] + def netstack_port(self) -> Port: + return self.ports["nstk"] @property - def handler_out_port(self) -> Port: - return self.ports["hand_out"] + def handler_port(self) -> Port: + return self.ports["hand"] @property def qdevice(self) -> QuantumProcessor: @@ -100,27 +97,31 @@ def node(self) -> Node: return self._node -class Processor(ComponentProtocol): +class Processor(ComponentProtocol, Entity): """NetSquid protocol representing a QNodeOS processor.""" - def __init__(self, comp: ProcessorComponent, qnos: Qnos) -> None: + def __init__( + self, comp: ProcessorComponent, qnos: Qnos, instr_latency: float = 0.0 + ) -> None: """Processor protocol constructor. Typically created indirectly through constructing a `Qnos` instance. :param comp: NetSquid component representing the processor :param qnos: `Qnos` protocol that owns this protocol + :param instr_latency: amount of time (ns) it takes to execute one instruction """ super().__init__(name=f"{comp.name}_protocol", comp=comp) self._comp = comp self._qnos = qnos + self._instr_latency = instr_latency self.add_listener( "handler", - PortListener(self._comp.ports["hand_in"], SIGNAL_HAND_PROC_MSG), + PortListener(self._comp.ports["hand"], SIGNAL_HAND_PROC_MSG), ) self.add_listener( "netstack", - PortListener(self._comp.ports["nstk_in"], SIGNAL_NSTK_PROC_MSG), + PortListener(self._comp.ports["nstk"], SIGNAL_NSTK_PROC_MSG), ) self.add_signal(SIGNAL_MEMORY_FREED) @@ -140,14 +141,19 @@ def qdevice(self) -> QuantumProcessor: """Get the NetSquid `QuantumProcessor` object of this node.""" return self._comp.qdevice + @property + def instr_latency(self) -> float: + """Get the instruction execution latency.""" + return self._instr_latency + def _send_handler_msg(self, msg: str) -> None: - self._comp.handler_out_port.tx_output(msg) + self._comp.handler_port.tx_output(msg) def _receive_handler_msg(self) -> Generator[EventExpression, None, str]: return (yield from self._receive_msg("handler", SIGNAL_HAND_PROC_MSG)) def _send_netstack_msg(self, msg: str) -> None: - self._comp.netstack_out_port.tx_output(msg) + self._comp.netstack_port.tx_output(msg) def _receive_netstack_msg(self) -> Generator[EventExpression, None, str]: return (yield from self._receive_msg("netstack", SIGNAL_NSTK_PROC_MSG)) @@ -162,9 +168,13 @@ def run(self) -> Generator[EventExpression, None, None]: # assert isinstance(subroutine, Subroutine) self._logger.debug(f"received new subroutine from handler: {subroutine}") - yield from self.execute_subroutine(subroutine) + result = yield from self.execute_subroutine(subroutine) - self._send_handler_msg("subroutine done") + # TODO + if result == "timeout": + self._send_handler_msg("timeout") + else: + self._send_handler_msg("subroutine done") def execute_subroutine( self, subroutine: Subroutine @@ -186,10 +196,15 @@ def execute_subroutine( or isinstance(instr, core.BranchBinaryInstruction) ): self._interpret_branch_instr(app_id, instr) + yield from self._add_instruction_latency() else: generator = self._interpret_instruction(app_id, instr) if generator: - yield from generator + result = yield from generator + # TODO + if result == "timeout": + return "timeout" + yield from self._add_instruction_latency() app_mem.increment_prog_counter() def _interpret_instruction( @@ -242,6 +257,10 @@ def _interpret_instruction( else: raise RuntimeError(f"Invalid instruction {instr}") + def _add_instruction_latency(self) -> Generator[EventExpression, None, None]: + self._schedule_after(self.instr_latency, INSTR_LATENCY_EVENT) + yield EventExpression(source=self, event_type=INSTR_LATENCY_EVENT) + def _interpret_breakpoint( self, app_id: int, instr: core.BreakpointInstruction ) -> None: @@ -511,6 +530,7 @@ def _interpret_meas( def _interpret_create_epr( self, app_id: int, instr: core.CreateEPRInstruction ) -> None: + # self._logger.warning("create_epr") app_mem = self.app_memories[app_id] remote_node_id = app_mem.get_reg_value(instr.remote_node_id) epr_socket_id = app_mem.get_reg_value(instr.epr_socket_id) @@ -596,8 +616,13 @@ def _interpret_wait_all( f"waiting for netstack to write to @{addr}[{start}:{end}] " f"for app ID {app_id}" ) - yield from self._receive_netstack_msg() - self._logger.debug("netstack wrote something") + response = yield from self._receive_netstack_msg() + if response == "wrote to array": + self._logger.debug("netstack wrote something") + else: + assert response == "timeout" + # TODO + return "timeout" else: break self._flush_netstack_msgs() diff --git a/squidasm/sim/stack/qnos.py b/squidasm/sim/stack/qnos.py index 23150be4..8b712f90 100644 --- a/squidasm/sim/stack/qnos.py +++ b/squidasm/sim/stack/qnos.py @@ -41,10 +41,10 @@ def __init__(self, node: Node) -> None: self._node = node # Ports for communicating with Host - self.add_ports(["host_out", "host_in"]) + self.add_ports(["host"]) # Ports for communicating with other nodes - self.add_ports(["peer_out", "peer_in"]) + self.add_ports(["peer"]) comp_handler = HandlerComponent(node) self.add_subcomponent(comp_handler, "handler") @@ -55,25 +55,14 @@ def __init__(self, node: Node) -> None: comp_netstack = NetstackComponent(node) self.add_subcomponent(comp_netstack, "netstack") - self.netstack_comp.ports["peer_out"].forward_output(self.peer_out_port) - self.peer_in_port.forward_input(self.netstack_comp.ports["peer_in"]) + self.netstack_comp.peer_port.forward_output(self.peer_port) + self.peer_port.forward_input(self.netstack_comp.peer_port) - self.handler_comp.ports["host_out"].forward_output(self.host_out_port) - self.host_in_port.forward_input(self.handler_comp.ports["host_in"]) + self.handler_comp.host_port.forward_output(self.host_port) + self.host_port.forward_input(self.handler_comp.host_port) - self.handler_comp.processor_out_port.connect( - self.processor_comp.handler_in_port - ) - self.handler_comp.processor_in_port.connect( - self.processor_comp.handler_out_port - ) - - self.processor_comp.netstack_out_port.connect( - self.netstack_comp.processor_in_port - ) - self.processor_comp.netstack_in_port.connect( - self.netstack_comp.processor_out_port - ) + self.handler_comp.processor_port.connect(self.processor_comp.handler_port) + self.processor_comp.netstack_port.connect(self.netstack_comp.processor_port) @property def handler_comp(self) -> HandlerComponent: @@ -92,20 +81,12 @@ def qdevice(self) -> QuantumProcessor: return self.node.qmemory @property - def host_in_port(self) -> Port: - return self.ports["host_in"] - - @property - def host_out_port(self) -> Port: - return self.ports["host_out"] - - @property - def peer_in_port(self) -> Port: - return self.ports["peer_in"] + def host_port(self) -> Port: + return self.ports["host"] @property - def peer_out_port(self) -> Port: - return self.ports["peer_out"] + def peer_port(self) -> Port: + return self.ports["peer"] @property def node(self) -> Node: @@ -115,7 +96,12 @@ def node(self) -> Node: class Qnos(Protocol): """NetSquid protocol representing a QNodeOS instance.""" - def __init__(self, comp: QnosComponent, qdevice_type: Optional[str] = "nv") -> None: + def __init__( + self, + comp: QnosComponent, + qdevice_type: Optional[str] = "nv", + instr_latency: float = 0.0, + ) -> None: """Qnos protocol constructor. :param comp: NetSquid component representing the QNodeOS instance @@ -128,10 +114,10 @@ def __init__(self, comp: QnosComponent, qdevice_type: Optional[str] = "nv") -> N self.handler = Handler(comp.handler_comp, self, qdevice_type) self.netstack = Netstack(comp.netstack_comp, self) if qdevice_type == "generic": - self.processor = GenericProcessor(comp.processor_comp, self) + self.processor = GenericProcessor(comp.processor_comp, self, instr_latency) self._physical_memory = PhysicalQuantumMemory(comp.qdevice.num_positions) elif qdevice_type == "nv": - self.processor = NVProcessor(comp.processor_comp, self) + self.processor = NVProcessor(comp.processor_comp, self, instr_latency) self._physical_memory = NVPhysicalQuantumMemory(comp.qdevice.num_positions) else: raise ValueError diff --git a/squidasm/sim/stack/stack.py b/squidasm/sim/stack/stack.py index 8a397ef3..b910dc20 100644 --- a/squidasm/sim/stack/stack.py +++ b/squidasm/sim/stack/stack.py @@ -3,8 +3,10 @@ from typing import Dict, List, Optional from netsquid.components import QuantumProcessor +from netsquid.components.channel import Channel from netsquid.components.component import Port from netsquid.nodes import Node +from netsquid.nodes.connections import DirectConnection from netsquid.nodes.network import Network from netsquid.protocols import Protocol from netsquid_magic.link_layer import ( @@ -12,6 +14,7 @@ MagicLinkLayerProtocolWithSignaling, ) +from squidasm.sim.stack.common import DelayedClassicalConnection from squidasm.sim.stack.host import Host, HostComponent from squidasm.sim.stack.qnos import Qnos, QnosComponent @@ -39,6 +42,7 @@ def __init__( name: str, qdevice: QuantumProcessor, node_id: Optional[int] = None, + host_qnos_latency: float = 0.0, ) -> None: """ProcessingNode constructor. Typically created indirectly through constructing a `NodeStack`.""" @@ -51,17 +55,23 @@ def __init__( host_comp = HostComponent(self) self.add_subcomponent(host_comp, "host") - self.host_comp.ports["qnos_out"].connect(self.qnos_comp.ports["host_in"]) - self.host_comp.ports["qnos_in"].connect(self.qnos_comp.ports["host_out"]) + host_qnos_connection = DelayedClassicalConnection( + f"host_qnos_{self.name}", host_qnos_latency + ) + self.add_subcomponent(host_qnos_connection, "host_qnos_connection") + + self.host_comp.qnos_port.connect(host_qnos_connection.port_A) + self.qnos_comp.host_port.connect(host_qnos_connection.port_B) # Ports for communicating with other nodes - self.add_ports(["qnos_peer_out", "qnos_peer_in"]) - self.add_ports(["host_peer_out", "host_peer_in"]) + self.add_ports(["qnos_peer"]) + self.add_ports(["host_peer"]) + + self.qnos_comp.peer_port.forward_output(self.qnos_peer_port) + self.qnos_peer_port.forward_input(self.qnos_comp.peer_port) - self.qnos_comp.peer_out_port.forward_output(self.qnos_peer_out_port) - self.qnos_peer_in_port.forward_input(self.qnos_comp.peer_in_port) - self.host_comp.peer_out_port.forward_output(self.host_peer_out_port) - self.host_peer_in_port.forward_input(self.host_comp.peer_in_port) + self.host_comp.peer_port.forward_output(self.host_peer_port) + self.host_peer_port.forward_input(self.host_comp.peer_port) @property def qnos_comp(self) -> QnosComponent: @@ -76,20 +86,12 @@ def qdevice(self) -> QuantumProcessor: return self.qmemory @property - def host_peer_in_port(self) -> Port: - return self.ports["host_peer_in"] + def host_peer_port(self) -> Port: + return self.ports["host_peer"] @property - def host_peer_out_port(self) -> Port: - return self.ports["host_peer_out"] - - @property - def qnos_peer_in_port(self) -> Port: - return self.ports["qnos_peer_in"] - - @property - def qnos_peer_out_port(self) -> Port: - return self.ports["qnos_peer_out"] + def qnos_peer_port(self) -> Port: + return self.ports["qnos_peer"] class NodeStack(Protocol): @@ -107,6 +109,8 @@ def __init__( qdevice_type: Optional[str] = "generic", qdevice: Optional[QuantumProcessor] = None, node_id: Optional[int] = None, + host_qnos_latency: float = 0.0, + instr_latency: float = 0.0, use_default_components: bool = True, ) -> None: """NodeStack constructor. @@ -129,7 +133,7 @@ def __init__( self._node = node else: assert qdevice is not None - self._node = ProcessingNode(name, qdevice, node_id) + self._node = ProcessingNode(name, qdevice, node_id, host_qnos_latency) self._host: Optional[Host] = None self._qnos: Optional[Qnos] = None @@ -139,7 +143,7 @@ def __init__( # created and added to this NodeStack. if use_default_components: self._host = Host(self.host_comp, qdevice_type) - self._qnos = Qnos(self.qnos_comp, qdevice_type) + self._qnos = Qnos(self.qnos_comp, qdevice_type, instr_latency) def assign_ll_protocol(self, prot: MagicLinkLayerProtocolWithSignaling) -> None: """Set the link layer protocol to use for entanglement generation. @@ -180,13 +184,26 @@ def qnos(self) -> Qnos: def qnos(self, qnos: Qnos) -> None: self._qnos = qnos - def connect_to(self, other: NodeStack) -> None: + def connect_to( + self, + other: NodeStack, + host_host_delay: float = 1e6, + qnos_qnos_delay: float = 1e6, + ) -> None: """Create connections between ports of this NodeStack and those of another NodeStack.""" - self.node.host_peer_out_port.connect(other.node.host_peer_in_port) - self.node.host_peer_in_port.connect(other.node.host_peer_out_port) - self.node.qnos_peer_out_port.connect(other.node.qnos_peer_in_port) - self.node.qnos_peer_in_port.connect(other.node.qnos_peer_out_port) + + host_host_connection = DelayedClassicalConnection( + f"host_host_{self.node.name}_{other.node.name}", host_host_delay + ) + self.node.host_peer_port.connect(host_host_connection.port_A) + other.node.host_peer_port.connect(host_host_connection.port_B) + + qnos_qnos_connection = DelayedClassicalConnection( + f"qnos_qnos_{self.node.name}_{other.node.name}", qnos_qnos_delay + ) + self.node.qnos_peer_port.connect(qnos_qnos_connection.port_A) + other.node.qnos_peer_port.connect(qnos_qnos_connection.port_B) def start(self) -> None: assert self._host is not None diff --git a/tests/stack/classical/config.yaml b/tests/stack/classical/config.yaml new file mode 100644 index 00000000..f98ad3b6 --- /dev/null +++ b/tests/stack/classical/config.yaml @@ -0,0 +1,31 @@ +qdevice_cfg: &qdevice_cfg + num_qubits: 2 + num_comm_qubits: 2 + T1: 1.e+8 + T2: 1.e+8 + init_time: 1.e+4 + single_qubit_gate_time: 1.e+3 + two_qubit_gate_time: 1.e+5 + measurement_time: 1.e+4 + +stacks: + - name: client + qdevice_typ: generic + qdevice_cfg: + <<: *qdevice_cfg + - name: server + qdevice_typ: generic + qdevice_cfg: + <<: *qdevice_cfg + +link_cfg: &link_cfg + fidelity: 0.8 + prob_success: 0.01 + t_cycle: 1e3 + +links: + - stack1: client + stack2: server + typ: depolarise + cfg: + <<: *link_cfg \ No newline at end of file diff --git a/tests/stack/classical/test_classical.py b/tests/stack/classical/test_classical.py new file mode 100644 index 00000000..b6ecaf69 --- /dev/null +++ b/tests/stack/classical/test_classical.py @@ -0,0 +1,93 @@ +import os +from typing import Any, Dict, Generator + +import netsquid as ns + +from pydynaa import EventExpression +from squidasm.run.stack.config import StackNetworkConfig +from squidasm.run.stack.run import run +from squidasm.sim.stack.common import LogManager +from squidasm.sim.stack.program import Program, ProgramContext, ProgramMeta + + +class ClientProgram(Program): + PEER = "server" + + @property + def meta(self) -> ProgramMeta: + return ProgramMeta( + name="client_program", + parameters={}, + csockets=[self.PEER], + epr_sockets=[self.PEER], + max_qubits=1, + ) + + def run( + self, context: ProgramContext + ) -> Generator[EventExpression, None, Dict[str, Any]]: + csocket = context.csockets[self.PEER] + csocket.send("hello") + response = yield from csocket.recv() + print(f"received response: {response}") + yield from context.connection.flush() + + return {"response": response} + + +class ServerProgram(Program): + PEER = "client" + + @property + def meta(self) -> ProgramMeta: + return ProgramMeta( + name="server_program", + parameters={}, + csockets=[self.PEER], + epr_sockets=[self.PEER], + max_qubits=1, + ) + + def run( + self, context: ProgramContext + ) -> Generator[EventExpression, None, Dict[str, Any]]: + csocket = context.csockets[self.PEER] + msg = yield from csocket.recv() + print(f"received message: {msg}") + csocket.send("hello back") + yield from context.connection.flush() + + return {"msg": msg} + + +def test_classical_messaging(): + LogManager.set_log_level("WARNING") + + num_times = 1 + cfg = StackNetworkConfig.from_file( + os.path.join(os.getcwd(), os.path.dirname(__file__), "config.yaml") + ) + + host_host_latency = 2e5 + cfg.links[0].host_host_latency = host_host_latency + + client_program = ClientProgram() + server_program = ServerProgram() + + client_results, server_results = run( + cfg, {"client": client_program, "server": server_program}, num_times + ) + + end_time = ns.sim_time() + + # Verify program results. + assert server_results[0]["msg"] == "hello" + assert client_results[0]["response"] == "hello back" + + # Verify that exactly two messages were sent from host to host, + # and that nothing else happened that took simulated time. + assert end_time == 2 * host_host_latency + + +if __name__ == "__main__": + test_classical_messaging() diff --git a/tests/stack/local/config.yaml b/tests/stack/local/config.yaml new file mode 100644 index 00000000..8c8914f2 --- /dev/null +++ b/tests/stack/local/config.yaml @@ -0,0 +1,30 @@ +qdevice_cfg: &qdevice_cfg + num_qubits: 2 + electron_T1: 1.e+12 + electron_T2: 1.e+12 + carbon_T1: 10.e+6 + carbon_T2: 10.e+6 + +stacks: + - name: client + qdevice_typ: nv + qdevice_cfg: + <<: *qdevice_cfg + host_qnos_latency: 1e6 + - name: server + qdevice_typ: nv + qdevice_cfg: + <<: *qdevice_cfg + host_qnos_latency: 1e6 + +link_cfg: &link_cfg + fidelity: 0.75 + prob_success: 5.e-5 # 1 / 20_000 + t_cycle: 5.e+3 + +links: + - stack1: client + stack2: server + typ: depolarise + cfg: + <<: *link_cfg \ No newline at end of file diff --git a/tests/stack/local/test_local.py b/tests/stack/local/test_local.py new file mode 100644 index 00000000..d6c6183a --- /dev/null +++ b/tests/stack/local/test_local.py @@ -0,0 +1,64 @@ +import os +from typing import Any, Dict, Generator + +import netsquid as ns +from netqasm.sdk.qubit import Qubit + +from pydynaa import EventExpression +from squidasm.run.stack.config import NVQDeviceConfig, StackNetworkConfig +from squidasm.run.stack.run import run +from squidasm.sim.stack.common import LogManager +from squidasm.sim.stack.program import Program, ProgramContext, ProgramMeta + + +class AliceProgram(Program): + @property + def meta(self) -> ProgramMeta: + return ProgramMeta( + name="alice_program", + parameters={}, + csockets=[], + epr_sockets=[], + max_qubits=1, + ) + + def run( + self, context: ProgramContext + ) -> Generator[EventExpression, None, Dict[str, Any]]: + q = Qubit(context.connection) + yield from context.connection.flush() + + +def test_local(): + LogManager.set_log_level("DEBUG") + + cfg = StackNetworkConfig.from_file( + os.path.join(os.getcwd(), os.path.dirname(__file__), "config.yaml") + ) + + instr_latency = 2e3 + host_qnos_latency = 1e6 + init_time = NVQDeviceConfig.perfect_config().electron_init + + cfg.stacks[0].instr_latency = instr_latency + cfg.stacks[0].host_qnos_latency = host_qnos_latency + + alice_program = AliceProgram() + + run(cfg, {"client": alice_program}) + + end_time = ns.sim_time() + + expected_time = ( + 3 * instr_latency # 3 instructions + + 1 * init_time # one of which is an 'init' + + 2 * host_qnos_latency # InitNewApp + response + + 2 * host_qnos_latency # Subroutine + response + + 1 * host_qnos_latency # StopApp + ) + + assert end_time == expected_time + + +if __name__ == "__main__": + test_local() From b7ba2da1f8bbcb669d33ed60b81af11697abfed1 Mon Sep 17 00:00:00 2001 From: Bart van der Vecht Date: Fri, 4 Mar 2022 11:35:27 +0100 Subject: [PATCH 2/3] Add timing --- analysis/fidelity_constraint/bqc_nv_constraint.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/analysis/fidelity_constraint/bqc_nv_constraint.py b/analysis/fidelity_constraint/bqc_nv_constraint.py index 267edba0..6e4aad89 100644 --- a/analysis/fidelity_constraint/bqc_nv_constraint.py +++ b/analysis/fidelity_constraint/bqc_nv_constraint.py @@ -309,9 +309,13 @@ def trap_round( use_fidelity_constraint = False + start = ns.sim_time() + trap_round( cfg=cfg, num_times=num_times, dummy=2, use_fidelity_constraint=use_fidelity_constraint, ) + + print(f"simulated time: {ns.sim_time() - start}") From 5d0d28cfc52487e4612b689e58a980334fb69c68 Mon Sep 17 00:00:00 2001 From: Bart van der Vecht Date: Wed, 9 Mar 2022 17:08:47 +0100 Subject: [PATCH 3/3] add coinflipping example --- .../fidelity_constraint/bqc_nv_constraint.py | 398 ++++++++++++++++-- analysis/fidelity_constraint/config_nv.yaml | 4 +- analysis/fidelity_constraint/plot.py | 86 ++++ ...weep_host_qnos_latency_20220307_115239.png | Bin 0 -> 39316 bytes ...weep_host_qnos_latency_20220307_120122.png | Bin 0 -> 41630 bytes ...weep_host_qnos_latency_20220307_120357.png | Bin 0 -> 36281 bytes ...weep_host_qnos_latency_20220307_121001.png | Bin 0 -> 29063 bytes ...weep_host_qnos_latency_20220307_132351.png | Bin 0 -> 40371 bytes ...weep_host_qnos_latency_20220307_133556.png | Bin 0 -> 28293 bytes ..._qnos_latency_duration_20220307_133659.png | Bin 0 -> 38713 bytes ..._qnos_latency_duration_20220307_133919.png | Bin 0 -> 31036 bytes ..._qnos_latency_duration_20220307_135509.png | Bin 0 -> 34869 bytes ..._qnos_latency_duration_20220307_141836.png | Bin 0 -> 39747 bytes ..._qnos_latency_duration_20220307_142239.png | Bin 0 -> 46158 bytes ..._qnos_latency_duration_20220307_142311.png | Bin 0 -> 36392 bytes ..._qnos_latency_duration_20220307_142741.png | Bin 0 -> 33192 bytes ...nos_latency_error_rate_20220307_133659.png | Bin 0 -> 32306 bytes ...nos_latency_error_rate_20220307_133919.png | Bin 0 -> 41473 bytes ...nos_latency_error_rate_20220307_135509.png | Bin 0 -> 38795 bytes ...nos_latency_error_rate_20220307_141836.png | Bin 0 -> 31983 bytes ...nos_latency_error_rate_20220307_142311.png | Bin 0 -> 40821 bytes ...nos_latency_error_rate_20220307_142741.png | Bin 0 -> 51016 bytes ...nos_latency_error_rate_20220307_143104.png | Bin 0 -> 34073 bytes ...nos_latency_error_rate_20220307_143513.png | Bin 0 -> 29492 bytes ...nos_latency_error_rate_20220307_144159.png | Bin 0 -> 40178 bytes ...nos_latency_error_rate_20220307_144508.png | Bin 0 -> 31925 bytes ...nos_latency_error_rate_20220307_144858.png | Bin 0 -> 41468 bytes ...nos_latency_error_rate_20220307_150051.png | Bin 0 -> 34800 bytes ...nos_latency_error_rate_20220307_150724.png | Bin 0 -> 36892 bytes ...nos_latency_error_rate_20220307_150905.png | Bin 0 -> 20908 bytes ...nos_latency_error_rate_20220307_151910.png | Bin 0 -> 35842 bytes ...nos_latency_error_rate_20220307_152826.png | Bin 0 -> 27910 bytes ...nos_latency_error_rate_20220307_153802.png | Bin 0 -> 29557 bytes ...nos_latency_error_rate_20220307_154030.png | Bin 0 -> 27481 bytes ...nos_latency_error_rate_20220307_160652.png | Bin 0 -> 27068 bytes ...nos_latency_error_rate_20220307_161151.png | Bin 0 -> 29663 bytes ...nos_latency_error_rate_20220307_162118.png | Bin 0 -> 31384 bytes ...nos_latency_error_rate_20220308_103101.png | Bin 0 -> 38262 bytes ...nos_latency_error_rate_20220308_103442.png | Bin 0 -> 45533 bytes ...nos_latency_error_rate_20220308_105021.png | Bin 0 -> 35358 bytes .../host_qnos_latency_20220307_132351.json | 204 +++++++++ .../host_qnos_latency_20220307_133555.json | 1 + .../host_qnos_latency_20220307_133638.json | 1 + .../host_qnos_latency_20220307_133659.json | 1 + .../host_qnos_latency_20220307_133919.json | 1 + .../host_qnos_latency_20220307_135508.json | 1 + .../host_qnos_latency_20220307_141835.json | 1 + .../host_qnos_latency_20220307_142238.json | 1 + .../host_qnos_latency_20220307_142310.json | 1 + .../host_qnos_latency_20220307_142740.json | 1 + .../host_qnos_latency_20220307_143103.json | 1 + .../host_qnos_latency_20220307_143513.json | 1 + .../host_qnos_latency_20220307_144159.json | 1 + .../host_qnos_latency_20220307_144508.json | 1 + .../host_qnos_latency_20220307_144858.json | 1 + .../host_qnos_latency_20220307_150051.json | 1 + .../host_qnos_latency_20220307_150724.json | 1 + .../host_qnos_latency_20220307_150905.json | 1 + .../host_qnos_latency_20220307_151909.json | 1 + .../host_qnos_latency_20220307_152826.json | 1 + .../host_qnos_latency_20220307_153801.json | 1 + .../host_qnos_latency_20220307_154030.json | 1 + .../host_qnos_latency_20220307_160651.json | 1 + .../host_qnos_latency_20220307_161150.json | 1 + .../host_qnos_latency_20220307_162118.json | 1 + .../host_qnos_latency_20220308_103101.json | 1 + .../host_qnos_latency_20220308_103442.json | 1 + .../host_qnos_latency_20220308_105020.json | 1 + .../coin_flipping/example_coin_flipping.py | 280 ++++++++++++ squidasm/sim/stack/globals.py | 32 ++ squidasm/sim/stack/netstack.py | 11 +- squidasm/sim/stack/processor.py | 1 + 72 files changed, 1003 insertions(+), 40 deletions(-) create mode 100644 analysis/fidelity_constraint/plot.py create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_115239.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_120122.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_120357.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_121001.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_132351.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_133556.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_133659.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_133919.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_135509.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_141836.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_142239.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_142311.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_142741.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_133659.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_133919.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_135509.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_141836.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_142311.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_142741.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_143104.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_143513.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_144159.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_144508.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_144858.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_150051.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_150724.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_150905.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_151910.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_152826.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_153802.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_154030.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_160652.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_161151.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_162118.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220308_103101.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220308_103442.png create mode 100644 analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220308_105021.png create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_132351.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_133555.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_133638.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_133659.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_133919.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_135508.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_141835.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_142238.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_142310.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_142740.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_143103.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_143513.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_144159.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_144508.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_144858.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_150051.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_150724.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_150905.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_151909.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_152826.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_153801.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_154030.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_160651.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_161150.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_162118.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220308_103101.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220308_103442.json create mode 100644 analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220308_105020.json create mode 100644 examples/stack/coin_flipping/example_coin_flipping.py diff --git a/analysis/fidelity_constraint/bqc_nv_constraint.py b/analysis/fidelity_constraint/bqc_nv_constraint.py index 6e4aad89..64fd2fbf 100644 --- a/analysis/fidelity_constraint/bqc_nv_constraint.py +++ b/analysis/fidelity_constraint/bqc_nv_constraint.py @@ -1,9 +1,16 @@ from __future__ import annotations +import datetime +import json import math import os -from typing import Any, Dict, Generator +import random +from dataclasses import dataclass +from enum import Enum, auto +from pathlib import Path +from typing import Any, Dict, Generator, List, Optional +import matplotlib.pyplot as plt import netsquid as ns from netqasm.lang.ir import BreakpointAction from netqasm.sdk.connection import BaseNetQASMConnection @@ -15,8 +22,38 @@ from squidasm.run.stack.run import run from squidasm.sim.stack.common import LogManager, SubroutineAbortedError from squidasm.sim.stack.csocket import ClassicalSocket +from squidasm.sim.stack.globals import GlobalSimData from squidasm.sim.stack.program import Program, ProgramContext, ProgramMeta + +class CompileVersion(Enum): + NETQASM_RETRY = 0 + HOST_RETRY = 1 + NO_RETRY = 2 + + +COMPILE_VERSIONS = ["nqasm_retry", "host_retry"] +FORMATS = { + "nqasm_retry": "-ro", + "host_retry": "-bs", + "no_retry": "-gs", +} +FORMATS_2 = { + "nqasm_retry": "--ro", + "host_retry": "--bo", + "no_retry": "--go", +} +VERSION_LABELS = { + "nqasm_retry": "NetQASM retry", + "host_retry": "Host retry", + "no_retry": "No retry", +} + +X_LABELS = { + "host_qnos_latency_duration": "Host <-> QNodeOS latency (ms)", + "host_qnos_latency_error_rate": "Host <-> QNodeOS latency (ms)", +} + MAX_TRIES = 1000 MAX_TRIES_ABORT = 1000 @@ -34,7 +71,7 @@ def __init__( theta2: float, r1: int, r2: int, - use_fidelity_contraint: bool = False, + compile_version: CompileVersion = CompileVersion.NO_RETRY, ): self._alpha = alpha self._beta = beta @@ -44,7 +81,7 @@ def __init__( self._theta2 = theta2 self._r1 = r1 self._r2 = r2 - self._use_fidelity_constraint = use_fidelity_contraint + self._compile_version = compile_version @property def meta(self) -> ProgramMeta: @@ -59,7 +96,7 @@ def meta(self) -> ProgramMeta: "theta2": self._theta2, "r1": self._r1, "r2": self._r2, - "use_fidelity_constraint": self._use_fidelity_constraint, + "compile_version": self._compile_version, }, csockets=[self.PEER], epr_sockets=[self.PEER], @@ -73,6 +110,8 @@ def run( epr_socket = context.epr_sockets[self.PEER] csocket: ClassicalSocket = context.csockets[self.PEER] + GlobalSimData.reset_custom_event_count("EPR attempt") + p1: Future p2: Future outcomes = conn.new_array(length=2) @@ -89,16 +128,16 @@ def post_create(_: BaseNetQASMConnection, q: Qubit, index: RegFuture): q.H() q.measure(future=outcomes.get_future_index(index)) - if self._use_fidelity_constraint: + if self._compile_version == CompileVersion.NETQASM_RETRY: epr_socket.create_keep( 2, sequential=True, post_routine=post_create, - min_fidelity_all_at_end=80, + min_fidelity_all_at_end=90, max_tries=MAX_TRIES, ) yield from conn.flush() - else: + elif self._compile_version == CompileVersion.HOST_RETRY: max_tries = MAX_TRIES_ABORT for count in range(max_tries): try: @@ -117,6 +156,10 @@ def post_create(_: BaseNetQASMConnection, q: Qubit, index: RegFuture): print(f"succeeded after {count + 1} times") break + else: + epr_socket.create_keep(2, sequential=True, post_routine=post_create) + yield from conn.flush() + p1 = int(outcomes.get_future_index(1)) p2 = int(outcomes.get_future_index(0)) @@ -137,20 +180,25 @@ def post_create(_: BaseNetQASMConnection, q: Qubit, index: RegFuture): ) csocket.send_float(delta2) - return {"p1": p1, "p2": p2} + attempt_count = GlobalSimData.get_custom_event_count("EPR attempt") + print(f"attempt count: {attempt_count}") + + return {"p1": p1, "p2": p2, "attempts": attempt_count} class ServerProgram(Program): PEER = "client" - def __init__(self, use_fidelity_contraint: bool = False) -> None: - self._use_fidelity_constraint = use_fidelity_contraint + def __init__( + self, compile_version: CompileVersion = CompileVersion.NO_RETRY + ) -> None: + self._compile_version = compile_version @property def meta(self) -> ProgramMeta: return ProgramMeta( name="server_program", - parameters={"use_fidelity_constraint": self._use_fidelity_constraint}, + parameters={"compile_version": self._compile_version}, csockets=[self.PEER], epr_sockets=[self.PEER], max_qubits=2, @@ -163,16 +211,18 @@ def run( epr_socket = context.epr_sockets[self.PEER] csocket: ClassicalSocket = context.csockets[self.PEER] - if self._use_fidelity_constraint: + start = ns.sim_time() + + if self._compile_version == CompileVersion.NETQASM_RETRY: epr1, epr2 = epr_socket.recv_keep( 2, - min_fidelity_all_at_end=80, + min_fidelity_all_at_end=90, max_tries=MAX_TRIES, ) epr2.cphase(epr1) yield from conn.flush() - else: + elif self._compile_version == CompileVersion.HOST_RETRY: max_tries = MAX_TRIES_ABORT for count in range(max_tries): try: @@ -188,6 +238,10 @@ def run( continue # try again else: # subroutine successfully executed break + else: + epr1, epr2 = epr_socket.recv_keep(2) + epr2.cphase(epr1) + yield from conn.flush() delta1 = yield from csocket.recv_float() @@ -209,7 +263,9 @@ def run( yield from conn.flush() m2 = int(m2) - return {"m1": m1, "m2": m2} + + end = ns.sim_time() + return {"m1": m1, "m2": m2, "duration": (end - start)} PI = math.pi @@ -255,8 +311,16 @@ def trap_round( theta1: float = 0.0, theta2: float = 0.0, dummy: int = 1, - use_fidelity_constraint: bool = False, -) -> None: + compile_version: CompileVersion = CompileVersion.NO_RETRY, + use_random_inputs: bool = False, +) -> SimulationOutput: + if use_random_inputs: + alpha = random.uniform(-PI, PI) + beta = random.uniform(-PI, PI) + theta1 = random.uniform(-PI, PI) + theta2 = random.uniform(-PI, PI) + dummy = random.randrange(1, 3) + client_program = ClientProgram( alpha=alpha, beta=beta, @@ -266,9 +330,9 @@ def trap_round( theta2=theta2, r1=0, r2=0, - use_fidelity_contraint=use_fidelity_constraint, + compile_version=compile_version, ) - server_program = ServerProgram(use_fidelity_contraint=use_fidelity_constraint) + server_program = ServerProgram(compile_version=compile_version) client_results, server_results = run( cfg, {"client": client_program, "server": server_program}, num_times=num_times @@ -286,16 +350,255 @@ def trap_round( num_fails = len([(p, m) for (p, m) in zip(p2s, m1s) if p != m]) frac_fail = round(num_fails / num_times, 2) - print(f"fail rate: {frac_fail}") + # print(f"fail rate: {frac_fail}") + succ_rate_metric = SuccessRate( + "success", num_succ=(num_times - num_fails), num_times=num_times + ) + + durations = [result["duration"] for result in server_results] + duration_metric = Metric("duration", durations) + + attempts = [result["attempts"] for result in client_results] + attempt_count_metric = Metric("attempt_count", attempts) + + return SimulationOutput( + # error_rate=frac_fail, + succ_rate=succ_rate_metric, + duration=duration_metric, + attempt_count=attempt_count_metric, + ) + + +class SuccessRate: + def __init__(self, name: str, num_succ: int, num_times: int) -> None: + self._name = name + self._num_succ = num_succ + self._num_times = num_times + + @property + def success_rate(self) -> float: + return self._num_succ / self._num_times + + @property + def fail_rate(self) -> float: + return 1 - self.success_rate + + @property + def confidence_interval_95(self) -> float: + p = self.success_rate + n = self._num_times + return 1.96 * math.sqrt(p * (1 - p) / n) + + def serialize(self) -> Dict: + return { + "success_rate": self.success_rate, + "conf_95": self.confidence_interval_95, + } + + +class Metric: + def __init__(self, name: str, data: List[Any]) -> None: + self._name = name + self._data = data + + self._mean: Optional[float] = None + self._std_error: Optional[float] = None + + @property + def size(self) -> int: + return len(self._data) + + @property + def data(self) -> List[Any]: + return self._data + + @property + def mean(self) -> float: + if self._mean is None: + self._mean = sum(self._data) / self.size + return self._mean + + @property + def std_error(self) -> float: + if self._std_error is None: + variance = ( + sum((d - self.mean) * (d - self.mean) for d in self.data) / self.size + ) + self._std_error = math.sqrt(variance) / math.sqrt(self.size) + return self._std_error + + def serialize(self) -> Dict: + return {"mean": self.mean, "std_error": self.std_error} + + +@dataclass +class SimulationInput: + fidelity: float + prob_success: float + host_qnos_latency: float + t2_time: float + compile_version: CompileVersion + + +@dataclass +class SimulationMeta: + num_times: int + sweep_variable: str + metrics: List[str] + + +@dataclass +class SimulationOutput: + succ_rate: SuccessRate + duration: Metric + attempt_count: Metric + + def serialize(self) -> Dict: + return { + "succ_rate": self.succ_rate.serialize(), + "duration": self.duration.serialize(), + "attempt_coutn": self.attempt_count.serialize(), + } + + +def simulate( + input: SimulationInput, meta: SimulationMeta +) -> Dict[float, SimulationOutput]: + start = ns.sim_time() + + GlobalSimData.create_custom_event_type("EPR attempt") + + results: Dict[float, SimulationOutput] = {} + + # for latency in range(int(1e6), int(10e6), int(4e6)): + for latency in range(int(1e6), int(10e6), int(1e6)): + + cfg.links[0].cfg["fidelity"] = input.fidelity + cfg.links[0].cfg["prob_success"] = input.prob_success + cfg.stacks[0].host_qnos_latency = latency + cfg.stacks[1].host_qnos_latency = latency + cfg.stacks[0].qdevice_cfg.electron_T2 = input.t2_time + cfg.stacks[0].qdevice_cfg.carbon_T2 = input.t2_time + cfg.stacks[1].qdevice_cfg.electron_T2 = input.t2_time + cfg.stacks[1].qdevice_cfg.carbon_T2 = input.t2_time + + output = trap_round( + cfg=cfg, + num_times=meta.num_times, + compile_version=input.compile_version, + use_random_inputs=True, + ) + results[latency] = output + + print(f"simulated time: {ns.sim_time() - start}") + + # print(output) + dur_mean = round(output.duration.mean, 3) + dur_err = round(output.duration.std_error, 3) + att_mean = round(output.attempt_count.mean, 3) + att_err = round(output.attempt_count.std_error, 3) + + print("RESULTS\n") + print(f"error rate : {1 - output.succ_rate.success_rate}") + print(f"duration : {dur_mean} (+/- {dur_err})") + print(f"num attempts: {att_mean} (+/- {att_err})") + + GlobalSimData.remove_custom_event_type("EPR attempt") + + return results + + +def create_png(param_name): + output_dir = os.path.join(os.path.dirname(__file__), "plots") + Path(output_dir).mkdir(parents=True, exist_ok=True) + timestamp = datetime.datetime.now().strftime("%Y%m%d_%H%M%S") + output_path = os.path.join(output_dir, f"bqc_sweep_{param_name}_{timestamp}.png") + plt.savefig(output_path) + print(f"plot written to {output_path}") + + +def plot_host_qnos_latency_duration( + data_nqasm_retry: Dict[float, SimulationOutput], + data_host_retry: Dict[float, SimulationOutput], + data_no_retry: Dict[float, SimulationOutput], +): + param_name = "host_qnos_latency_duration" + fig, ax = plt.subplots() + ax.grid() + ax.set_xlabel(X_LABELS[param_name]) + ax.set_ylabel("Duration") + + for compile_type in ["nqasm_retry", "host_retry", "no_retry"]: + if compile_type == "nqasm_retry": + data = data_nqasm_retry + elif compile_type == "host_retry": + data = data_host_retry + else: + data = data_no_retry + + sweep_values = [v / 1e6 for v in data.keys()] + means = [v.duration.mean for v in data.values()] + std_errs = [v.duration.std_error for v in data.values()] + ax.errorbar( + x=sweep_values, + y=means, + yerr=std_errs, + fmt=FORMATS[compile_type], + label=VERSION_LABELS[compile_type], + ) + + ax.set_title("Duration", wrap=True) + ax.legend() + create_png(param_name) + + +def plot_host_qnos_latency_error_rate( + data_nqasm_retry: Dict[float, SimulationOutput], + data_host_retry: Dict[float, SimulationOutput], + data_no_retry: Dict[float, SimulationOutput], +): + param_name = "host_qnos_latency_error_rate" + fig, ax = plt.subplots() + ax.grid() + ax.set_xlabel(X_LABELS[param_name]) + ax.set_ylabel("Error rate") + + # for compile_type in ["nqasm_retry", "host_retry", "no_retry"]: + for compile_type in ["nqasm_retry", "no_retry"]: + if compile_type == "nqasm_retry": + data = data_nqasm_retry + elif compile_type == "host_retry": + data = data_host_retry + else: + data = data_no_retry + + sweep_values = [v / 1e6 for v in data.keys()] + error_rates = [(1 - v.succ_rate.success_rate) for v in data.values()] + std_errs = [v.succ_rate.confidence_interval_95 for v in data.values()] + ax.errorbar( + x=sweep_values, + y=error_rates, + yerr=std_errs, + fmt=FORMATS[compile_type], + label=VERSION_LABELS[compile_type], + ) + + ax.set_title("Error rate", wrap=True) + ax.legend() + create_png(param_name) + + +def dump_data(data: Any, param_name: str) -> None: + output_dir = os.path.join(os.path.dirname(__file__), "sweep_data_bqc") + Path(output_dir).mkdir(parents=True, exist_ok=True) + timestamp = datetime.datetime.now().strftime("%Y%m%d_%H%M%S") + with open(os.path.join(output_dir, f"{param_name}_{timestamp}.json"), "w") as f: + json.dump(data, f) if __name__ == "__main__": - num_times = 100 LogManager.set_log_level("WARNING") - # num_times = 1 - # LogManager.set_log_level("DEBUG") - dump_file = os.path.join(os.path.dirname(__file__), "dump_bqc_nv_constraint.log") LogManager.log_to_file(dump_file) ns.set_qstate_formalism(ns.qubits.qformalism.QFormalism.DM) @@ -305,17 +608,46 @@ def trap_round( cfg.stacks[0].qdevice_cfg = NVQDeviceConfig.perfect_config() cfg.stacks[1].qdevice_cfg = NVQDeviceConfig.perfect_config() - # computation_round(cfg, num_times, alpha=PI_OVER_2, beta=PI_OVER_2) + input = SimulationInput( + fidelity=0.9, + prob_success=0.9, + host_qnos_latency=10e6, + t2_time=1e8, + compile_version=CompileVersion.HOST_RETRY, + ) - use_fidelity_constraint = False + # cfg.links[0].cfg["fidelity"] = 0.9 + # # cfg.links[0].cfg["prob_success"] = 50.0e-5 + # cfg.links[0].cfg["prob_success"] = 1 + # # cfg.links[0].cfg["t_cycle"] = 50000 + # GlobalSimData.create_custom_event_type("EPR attempt") + # result = trap_round(cfg, num_times=50, compile_version=CompileVersion.NETQASM_RETRY) + # print(f"error rate: {1 - result.succ_rate.success_rate}") - start = ns.sim_time() + # exit() - trap_round( - cfg=cfg, - num_times=num_times, - dummy=2, - use_fidelity_constraint=use_fidelity_constraint, + meta = SimulationMeta( + num_times=500, sweep_variable="host_qnos_latency", metrics=["duration"] ) - print(f"simulated time: {ns.sim_time() - start}") + # results_host = simulate(input, meta) + input.compile_version = CompileVersion.NETQASM_RETRY + results_nqasm = simulate(input, meta) + + input.compile_version = CompileVersion.NO_RETRY + input.fidelity = 0.9 + input.prob_success = 1 + results_no_retry = simulate(input, meta) + + raw_data = { + "nqasm_retry": {f: r.serialize() for f, r in results_nqasm.items()}, + # "host_retry": {f: r.serialize() for f, r in results_host.items()}, + "no_retry": {f: r.serialize() for f, r in results_no_retry.items()}, + } + + dump_data(raw_data, "host_qnos_latency") + + # plot_host_qnos_latency_duration(results_nqasm, results_host, results_no_retry) + # plot_host_qnos_latency_error_rate(results_nqasm, results_host, results_no_retry) + + plot_host_qnos_latency_error_rate(results_nqasm, None, results_no_retry) diff --git a/analysis/fidelity_constraint/config_nv.yaml b/analysis/fidelity_constraint/config_nv.yaml index 678f1a54..cb3dcf94 100644 --- a/analysis/fidelity_constraint/config_nv.yaml +++ b/analysis/fidelity_constraint/config_nv.yaml @@ -27,8 +27,8 @@ link_cfg: &link_cfg fidelity: 1 # prob_success: 5.e-5 # 1 / 20_000 # prob_success: 2.e-4 # 1 / 5_000 - prob_success: 1 - # prob_success: 0.0005 + # prob_success: 1 + prob_success: 0.0005 t_cycle: 5.e+3 links: diff --git a/analysis/fidelity_constraint/plot.py b/analysis/fidelity_constraint/plot.py new file mode 100644 index 00000000..129320d9 --- /dev/null +++ b/analysis/fidelity_constraint/plot.py @@ -0,0 +1,86 @@ +import datetime +import json +import os +from pathlib import Path + +import matplotlib.pyplot as plt + +COMPILE_VERSIONS = ["nqasm_retry", "host_retry"] +FORMATS = { + "nqasm_retry": "-ro", + "host_retry": "-bs", +} +FORMATS_2 = { + "nqasm_retry": "--ro", + "host_retry": "--bo", +} +VERSION_LABELS = { + "nqasm_retry": "NetQASM retry", + "host_retry": "Host retry", +} + +X_LABELS = { + "fidelity": "Fidelity", + "rate": "Success probability per entanglement attempt", + "t2": "T2 (ns)", + "gate_noise": "2-qubit gate depolarising probability", + "gate_noise_trap": "2-qubit gate depolarising probability", + "gate_time": "2-qubit gate duration (ms)", + "gate_time_trap": "2-qubit gate duration (ms)", + "latency": "Host <-> QNodeOS latency (ms)", +} + + +def create_png(param_name): + output_dir = os.path.join(os.path.dirname(__file__), "plots") + Path(output_dir).mkdir(parents=True, exist_ok=True) + timestamp = datetime.datetime.now().strftime("%Y%m%d_%H%M%S") + output_path = os.path.join(output_dir, f"bqc_sweep_{param_name}_{timestamp}.png") + plt.savefig(output_path) + print(f"plot written to {output_path}") + + +def plot_host_qnos_latency(data: Dict[float, SimulationOutput]): + param_name = "host_qnos_latency" + + data_path = os.path.join( + os.path.dirname(__file__), f"sweep_data_bqc/sweep_{param_name}.json" + ) + + with open(data_path, "r") as f: + all_data = json.load(f) + + fig, ax = plt.subplots() + + ax.grid() + ax.set_xlabel(X_LABELS[param_name]) + ax.set_ylabel("Error rate") + + for version in COMPILE_VERSIONS: + data = all_data[version] + sweep_values = [v["sweep_value"] for v in data] + error_rates = [v["error_rate"] for v in data] + std_errs = [v["std_err"] for v in data] + ax.errorbar( + x=sweep_values, + y=error_rates, + yerr=std_errs, + fmt=FORMATS[version], + label=VERSION_LABELS[version], + ) + + ax.set_title( + "BQC trap round error rate vs two-qubit gate noise probability", + wrap=True, + ) + + # ax.set_ylim(0.10, 0.35) + # ax.axhline(y=0.25, color="red", label="BQC threshold") + ax.legend() + # plt.tight_layout() + + create_png(param_name) + + +if __name__ == "__main__": + plot_gate_noise_trap() diff --git a/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_115239.png b/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_115239.png new file mode 100644 index 0000000000000000000000000000000000000000..dfa276a3424f5d295aad9d44a6ddfe8d63e5b9bb GIT binary patch literal 39316 zcmdqJg;!Qv*e|;1l9o6VlRL8L*XLsGiy zJd6FEd+xaR{sosY+`4&duDRxXo?p%P<-NP|#Dw&O2!aqRD#&Ue2&Nx`U`*iS!f&p3 z|Cxcmu$^TTweaD`3*RgR{-3}>;h{5vkQ$?ZFtVgFt>Kpsi9` zsGH9D!NVJCo-{h2mET>&PUqy}YNDsgPj1ZRym7uDhSpZ4ukoXf37biH^$B-@_Ajfi z{4Wa{^O~uDSqY`6pU39(9Fv+G4gJBR+OF}h%hhoqAu-l_PG#8gXGg+2f(zIo@RQZ? zmO%`;2tQo9D#%OtO*<`zpDg^CpQDt9U#AEJ5wMbzldID;V82CQ@WvQZ0Up+B=EJyz zzRdIkLIICQ@&Etjcde zPp`q-4tz>YWsAFR8+1FEWFe7*lart~Q!O|zkC&U9+vv%Y(4-{R$3yuTGWgZKX=!Oj z-=E`H{Yt|4nv-K}VS#IJZ-0*A#yMg8v5p(fwu8CG?e955UcdgaIz?f=)c-{rhOYGT z=Gw{e?l^iCJO5La<6AoefSd8;^KSFroM1#uNG*kB9uWmjBAnnMy{yFYv`wCO!DhCVN6W@a9@aE6W8 zD;htZN0d?qa`aN|M!&^P`Wzp8Z)+paD}CJkZKkKv&0fFOhpF=EicByGlhABKFlozB zfhoV+KmEPKL(}DAa{kwX$uK!NIr)TzdGp=p z?t6HMX>n1VCk*^YZ&Y9o7IclkLU+l!rwY_20kWx^kXSz1qXIz^siTarIu;bn82| z`mQdu4{>p?7W==vUadWqY}qq0HN`>rEq^i=7=6c_Tv*_oajGbPww^*J6JpvD_Oh-{ z+Su6m0xUQ=n9Rl!+ri?wZkXZ8xw#C%)wamXuRG!ek@fW!me&TAPhZksx4{pTx!~pH z)tG!c*d;^Cb@6?cURf^R_3Kn0KYlbBE;RS}8yoe>=Rh$aD2Om!gR`TvQ_jI5U&Q;M zc#QURxAyeqztKt}1_p-7)m7erR-e&770&Wrdy~QS0|O5}#K*tJC8iHS7iH(+-ug7A z-%z3X>%FPhyaBIYzkb_hHZ@#i=`r1DXHeyHtgDhBqTZKlpm!xo3B3qREUYF{siP!8 z@3~qSxovZW&+)gti5H{+IXOA#2wfNZ$US$K+e(==H8lg_mr&t;?Q>taa0{I?e$!^F zc4{8|D{yrI6%`fv1qI~jE8=fFX?HqV^k_dSv*@H>Unv_WtkBQBZ|VH^Cl%6|rJgEe zzOb-R-`=j|wKHrPSJ>Dn%kQyeHMzLR1?y^UXNTH(u7jK_ifd%{zGk+T$-&mbRHEA$ z`P|%Gigjf1`SWj~cbXz);z4&=SM>rc zn5jrLN%GkrF*FYzJV^0A+?hH#J`@{~)z?p;6)+1yKg`0yqWt}3;er-$DA z8|nG^`DC#32eZ3sPY#q@XPw~oy;;6m^WGTq1Kwid!hCn?MM=p==oRT#d)z-qFQfoZ zB4=XCp>wMbAc$k)y}B5B2+z{(O%QkA$eF5i{u@Rs=~a%fa;SV@g-Ut$hgrhoQo!4% z32?zgdU|^Nc7H?)9uEt2-qp-|Bms@^0=g|zQc`5UJjlUD3aq*>=Bzq6J5!F0jny|d z-+99zd>6fzzR&lSE%&$8SN9|(CF^^8H9O+2D|74QOaH0%)NX8S#5XlHom^SDRwi1K4)@f=8~7Uw{sN2eDkRa6p8M9T^o~tjq-b7;iTLd=h*pNTiGZ$4nb_J-Y2 zTU+}<%D3i&sB?ybl2ZHTw~+8~nx8*^nrzK?n=JICPsQ8Ukl+9EfQo~IBhE~MpI;rl zy9in0O}Bx^wlTbh)H3*v+l%*&pFFvS){^DnqNWtN*RoJ3V2|rMF7-mOG&VJ5dsOR_ zbHB!JR4j)wpX%xZD6S2pQs;lf@Y0O?9Oldq=6xE&s`{NOAKqAO-HVOzJ4{Hc{&D;F zhrIT9CmvzlSsBTstA$IH;fZl&D+VhAkZ2d-bT;ny~flz<)%gVa6F+aq6U*9AJP*=RRyGsMRC+=Xl z#8$g>-EE;q4k4@d*rtHKNNw=Vh1|!-M~q+sMiKbw)29zY))6`dCV?OLjGyP1lu+5( z*~LA%o;f{qu)P$h!a=!Oz56lb)hmi3%PwjFBIxq5g(WknDJ|`1HC9!DJ_c)?{LY;_ zDatWCy3?PR#4cTum6elwY1|M*z{bX=4r}sVT-;|m-c5c^F)>|)?3!*d89EsBPeTwf zC5!jgJBtM9bCa+R+GBWm(X}3ZO^>6#p#dEO+nqP9Pw4_$kH6jL%?l3?x9UlIc{V1C z&i3Ao>()K8<>lr0(Ea%z5AhW^Ov;ec(q2JA;8t5V|LAnQ9da5bQDW0i0pmB>Sspf7 z?8`=rk%)+h)xc&vzr~}SWs17x(((L!K6IJ(^!Ap_?RN@~?caH%u|AL}kW9wq-yhKyYo|i*!>5Tw=GUQP zVn{Pedg=TXbiFzgFLV2LU}k3Kn0u9bM(o?StO<#Ua?;Y$r3Kk;Ug;Xy&ZR5Rei)gU zngEVnH%C{bQ-%H)^Xqv8NixY~W%lC(ahDNtDynqOrM~P)K0(3W-}`w6l^k#0ym3-N z?sG+DX{5ixCnoN&--exeT`?& zp5eQ>xvARvAF$3ZEM&VGSVWJ0Q&3YIRIK?Z;mMJZkWj2!JUu<_>NC-=TWoa!U>LiG zhK7(iSCo>FO`n1m?C_DHFhOghXilC2mOR)4<{Z!Lya!Se<0O}t9DJSoYyM7xALV@$&yPYDu zhBes8`>WbKKlZbvG{Xrf``GQo^@5PH37JHKo!R0Os6o68VEG;uRcel6Y zenek$T$}hVer-BlMn-00b~gRGTDrzdsna7$ixVBlWwnp2Kr&$8*8v1_W!|C_f0jSyzMvX(f68{^o4L9`JXCM3#&s3ow1`uF!rY#cjgY`4L(3?psY{wWtCgS#w5t-=A*35cX z#PRs?V?<%8wY3!=?euZuANWmK16m7%krJ5CivZ|8d2PIW5JLlV)3GZs>t@&)3QxpB zf=HM?-#=-){AvEp;aq8KbaW74ofN0pc37Tm{iRfJyZ?55N`0C{z62_Br^BO|uAw1X_>`V=(0~Ds;D@tF zH3t&WAT!71-PxL#t2Te$jGKgBkP1X>Uu^8}rAwEvVJQt2TSsOr!yPYonkDquS$=3W zuBXqB;Y9>Q4*e`xEo9WxK`^Mg&Q4+pk1fBVB0)0&ItofkjH8%83#lg^-QDCsdCcnTqoZNA{9nAlf);@w zVgyFB?NP1=78^S|xPJN)B{8D7+qcS~N{LNB$a`cEd9ONDI8y97U?g$RopT5o3rqOS zj2TodIZJWxb+e2|meroSL9qG<#sN#MA8gwu9{jLjn!j2LwJ3T!LQM`L!=$`?7se0w3=3hF@=2K8YHn^uA%4DP7c)=- zdL$oqZd!V}HM`#@-xJZVU%%d~_3?&b;IQ}}@&8N^jf`m;BtL&XfQW{NRaBG?3iNZB zFPp(!V!$~GVy=XU!@-s{HV%$;Muq1tkG{UX%iTW$d8vTv#XYtZHfdN`^0wXQp8Wd$ z9iz0gbYJ)5(Z4Shj=TR10A40O$%a)XHqCMQvT0A6VwO(9MHN+50CS{xczEKzC*s;8 z(H_3G(9D09QZX?lt~}k&=xD)lmG}})^pGj?JRuH%JJ+2`VPYn+^8g{OM!#LxH!wh{ zqiV#_oD)77e;pw|vJL@D0 zxIQ1Ix5{Ii5XrahTCCMbgu*cWdZCKAd_78{RJKhLKCUK9<_Hx<~(!-Y3f~a*->ZF znD9&P1EY?suA?2Xf_NtD6V-U6jDGFQ6bupm8w51+a zHS{&Wpy>D`r^WkSHx@EKSyUJ-DwB-$<>(1>8`dxasg*$$iYFsCw7xtb20#|)_*pwI z4BpEK>b!{89$(Gri6{5NLhMKm)p{sA&Tlk70V{?zGzrvH1PCriHxVIWJt!M%EiAsQ zKq{_cbmRc1w`rQ4n~VO-Qdwnp+SGaZlh%*3x77~NS zD!8u5b@$%(31^UFhbI7?{0=0#yV}$3@mLkz%I}gFB_$=vx32;+Aqx5ONbvp z^nKAL9rrzz7|1gW2NH#D50F4`N*@nDN6Q}+;AdO&hd=IcKl2pcE*EsHtW zDAdUAOQ@!~BrIIUy(D++eru$_6c6?S+J|#ozuHx6{;<*8+}grsbq!xHb)|p-10#Ao z`i;up-yfJR%hpqWGi&RYAVH--M^jK$Z34;|o>zN9Kiv}ERcITsyz>rf>+R%wXmdgD zYR2mfm=v$wQ8$sN%O5OsI-z<(BW(h5QKE|>n3oFDO^)*ZB8&O<-!i+=o<1hllDl8@ z()#+Y-S7G&HK_j_w{Yxa{HbB*564D$Emss_K|z6Tju;9a>D&OD&5u@=&C%j2j8d78 zWfmRyY@f`{&+A+{jQ<_qk|sQ;2%-+CGtNhLfinKU5mJH9-^Nx){+#Q^a2T=g3L1w(j%8CFqd=85M zR!DGGR+g8qrDCIU9S-ZYYsB5%-2m_6enM(cr6Psg9cd7YrdzuzG#<$ zs<{U2JX!6NWL(ie5HZ74_3l^$EakPe$=ivmqRw;Ypsba&1IWI<%YpH0Iq4uG?Q2$7 z(75=as)9lt3}h?pba&j>6vWiHNdQ1bfINUL4SGKKNC`I%)#*mRx#~I^R(nvvsH}Q3 zLNhvk{2(GAAcz~#l>QdH*7yVYrw~&RU;iF#y03(_0|R_{YT1%>7LK zQn7r>v29*c)}NuuaCEfUrMn~o_~+__uYMrN0=L|_?(4nvgcKJ1;42ISR99r)&NeJ8 z%<6YBCrop$+s&Vw#(^>zAco*ycnckIwyJ1E zzN4e#9uTd^!-Y7z|3-UlFjVf|Z3a#<37F0G`2dW=%*@QFJ4H@+Q#aoT16r|enH{mT z(wqLWuz-MoB&f7V+F^u>iV7Lbi+=w;&H7>c@{`^B%E~|V4I*%o zMECUz&0apJsA0JeC?fGeX;#*iMCy*O1L{^*SKceJTXcL#c4PYM=Bo))2ZCiCjH6`A zpu~oXf`Z}~Kz8oT&MJfUS*N{&15CfU=pcZM6HwMX!ueqh%X@fugz?Y)6-gMJRaR4L z*_i!ty&*e0Tc^fL6!e;VpgbZKQg&G@W7T>~k0zj@(xLOX%)9@tcW2~_Hm|I_JSfc+ zKrMLRu5!N|!rY^VLY5|4>3g)tf5U$44WLtFfbaLXqT<%kG6ah?6`BQ^jM2c?hbROF z;2Z!weSTDN5FQ3NG5PnC?;Y4YFn>fK#!i6Cg&FDi zD8T@02E;wN&AHCW`S}mC8^t#LO3uw9 z)))J)f}DZ&=ZbGH^*=#ln1Wy9Ly!2CeEZ$Uk74lQzAW|ISG)V4&yoD7WYngGgCOZr;546@U;Fl)aO~Rp-$*=SRi1 zgCxLzW&i$6M5W=z=4MoFU0Yx8R&s*cH90-~0(NNq$Or>y%V<{zeeNYld2D=qWI)O5 z{V=d578YLmp6uhnTQq>g>IeXfaeDrD$yE@r_}n+lP?gHrDSZIQnO4?4j8F#QpvXwd zT*KNhAZp3b?}sH7W@l${0Qz$4m7aqOdy$^bPA_DYRH4Rou`0o9^qJQ7Cf>E=*ZiuE!Sk*-g-m;#J`28s>b zaXeVySjy4dw?O$R^fpQYAhZXy50#h7zkQp6(gh02bCAp|7(kHY-uXBB`svE=3l}e9 zLK(ZIp+VtudhCWe6^@RMVoQ=mM~uOn-@E|%e~|FJF*P+cv9b~hcXp~LT^W^+GT4^? zFbnr_Y3IHHm~xIz02?L0mrNfTP;mIasvFF255zRX02~224mg)ITu^Plm)y; z>i_@}`1<-5xGZR>mSG}7$0VpY5fB)-pkiraa`8=QsO!N;3Yo<(S%3~w9#wmwvNq~7 zq$^PYqtEFl$R(3u6mgJ7el0$lguO)xs(+lFihvt-P8UFdz`VS?jL0q!>0iSwT3XSS z8O6wk-=XSz|L6OZBW3no1t(+6h}I{daIcy}8HfM}Bx`ZWf%@hu_MBQ~@ozRP6q)3E zA)oJmc?C<*VuakqBDRto3=4qp>d?LAubh8XwupZKbbJb|FB()1&&bF?MRXUC;21&m z6b$q5SzllGFm1OP&AR!#6r_BRnNz?>diWGOF@Bp>c4tWjs2rW31?sh+{t6~0W+RB{ z+fTnc1IbdYzMvVyf+~sNfThR;64nC&Kq*=Z*dQiQpDJFd!|PvBU0qx;k;A_Lt%L{l zwp{y)qy(oO)#XnZ$r3@lLGsa7ko8`ZUqgO6F-^3K=+4$W`VcV%*F z>LPRl*(k328-3(1ckTp%b@mwr)1_=y7t-vsVTZATXp3@xkX?Pkm~L5??Ch>58N1_tUoI#iyyyMr-|zrK_Q3)b>M;{MVXEEt43+zt*HWk6(P zBv=g!Fo@Nmg4<}Z6%iA&8R!Q8uo2jINd~F|(MtJLW$9NG0^Fz{8+(KbSRIKswZE`P zdOKCx73q#uaet}_OB((2$K@cTbH#DG)3ghO9NDH_fy0G}SO`hpBC50C>S41cIr-$zFD zGTHfHqd~80fqhug4*V0fFmjY{FEV^~_N?Hj{WChMUSy$~xXVnb{@vNlO};lnb@Qm$ z*U@32haDRm+X(hOJ`s_ii%2?Qc*Fi+g|p=mlw^<9``4~MBQ+w2h=4Q*1wcm8?Z_zM zao*b68uem+N_Y=j59KG%ak!L#xFiG&An7*8#r6`Q#fgQWXSL35aC_cj6?h*^swtdS z@V~PFEK{J&%=dqZNxsd0WeiJ48i;(!&r5(59brU6!^3b{3}AQRlajW;l#!8<`GL1Q z358L_bLZ<^&)p)&xVusTk{j4CS&w->i8|wg*AVdX<;w?u2h1aq z^KQjZKdd%;x1)y&eB zqMW>IU96iu|0l9AhV}oQN$?^RVF5SyQv$U-11u!xy^FI&H@#g*e_u^{G z71|L?!;OvDKzf5nUW9}wv2yqYUV%GJ$|BkLMLTapJckSuIA)!p@A3T%dyQ+4*(*Mp z3(&#E!HzedzXx%S0AoxY1(+gOP0&WMA;SQ*RGgg_$P3)r{K7)6qC_p~zzE$g8T`hU zmT9O|AaoPzVZIExqV@ryj_B*t%F^P}`lqjU{)twC*N=i=wIR&tWKDI&tk z!$Sg_08NNoQBxY=eMF$u6G6x&s`Q)P79u2)9}>^IDJuG@a2&I<(}~feu@apB6DxUL zDO|}R>aO8gP6jtmnj_K}prY<9D3m`p+2uh)hmOAZ9%ODbERl8p3pLK!20Z*Oy_b&`u;}rC8#IL+u1nLMa9o;1C z4&7c!uRStgtEe0Zy3faGUg5&eSTMZXCYU;JVwXqo9){ANQWaZcl~-cjbfaF}jf;&n z2AksQPbzv8^|Ha0dNGuxD)+Gugz z_wNi33Au7v1$q4?@uqQirSRJB`0rU#W`xB@Cri-?gh4K?EWcPmON*OhfPX;p!iG+Z z-Z)fCy<`ARaMNg|8`^(h3RIUSfh^>kwvc=^tYrpl2vQ&(ptO9GCPJ6_Ul{P4LB&50 za&!Zsqor7Oebgzji5jr9{F!hI6z~VR`Y-+b5b!vXAex{9q(@v_ytsK~v{D%EUF!W( z@NryL$0S;9uEwh$}mz9AZlMGXg#vt(R2@^l&v-OK^o0@8o z%BU*DZ;A_`*5UNTyLuYn9Uee6W=Vj9P?d0ilr+JVpcWQV2eu|S^{>E)p9EF@+1}a( z#0aPaIO%s#NHQmC(LsyK-2D9fy5r8^IRV7L0dMa+z8=D9li`4Ny+)JjEBEvyT#B{9TLJMR&?d~_35UwA#eYM!aZgJu{?YKE4o-KpXLlmI73~$4(K?*{6};$ ze4tM0V>$peL7=D@SdM}C(gY&RI#^ea$7`6p54PHFL<{%l=xN)ENVz86yE3t~^yNM^ zIk`XFk?G7&KA5ZqT>pB~iMX#_b7o>ghq$K7D%Vzzsi4x~UKM#c9Z%B9X^oYPF`;tR zo9O%Z?=Wdi5NUzXK=SrO0NW6B34kTHq@tazk5d10(L~TqO439nSfjMY;6ML z+tZcL*B`-_2dgg#j9Qy^U@76@k_Y%;<&p#a_lJ!K(254;r8lk=c4*dv9Qto=t6{)| zQUOUnl=Mz`I48UOWC=llH@klP{M5xo7M6Aah(EAnCxF3-I8Mptny_8G*iOXZC#T4P z<%T*YG*@5m4Gl9B(Dyx3ND>K@D;E)l4KAWXm^7(-~XpfF7zpraSUf_o{ z6(Np*fU90F=#uD?fY0cyAaxk4a(8fa?7s9A_@E33X={)xunOJX9yBxsMxaYzG`G6F zvC-rHK{m&Jyyi^(;xULbU#?g$b$y!%4G8sVK$Z>!!G~VhE+LN=TIbdz`@|H;Lnhxb z5x>?yyB|G71PXseN=e)B6Tv!1RgiYD&YTk@JW=1fAzeAfVQJtR{njhpoN^<*cfwj^S&+OJ0jK^rq3e}Qarc zb$+!~d42nJ2a~Zv^jp|+5TwrD-B&;dJ<;w5HKEQ4zg|AZw@$j8%faA zq+QCUBto9;a1-CSfuq+oeC!iL)ig~LUbtgXNW-YV7$GJ7E#@EKC!koHxe=dRynHNTme({>(1-1ex*6L5uQ z)-qJv+0Q_r88j1&`(GfN_!l}}*|A4!`g4JpY{|scYVrFMowD*l{OFN|maC=AX<2;9NYSUjQqMz!zG*H3p zi>gg)Yjwam5Cq753v@Wt%mFK$`oV{ar>o2kySe0JUN?u+mHjFzwodE6kpgx?x!0ie zEeXddY}htIP>sJgH*<`Sqd{6&Y9Jp9jBoa|jE*wF02-m{5t*OBJhDH`Rzx-zp>^XE z5Oi}95fgXbFn)G?a2-tq(fPm{Ll&yv0?O2#&PY$cg^v-XgcGF{l{xfp6zj8g%mw!J zga__M6TYXyf|TVx2IrqqTnYHqc+9cAHo~p;bUbR%Jv}1>REG1dM}h(Z8&t28v$eR+ zL|)uflap7{+b8ebrIMdFo#FQScOOX*(b`R62?^r;9FN>efdoX-V+;T8-MhNx@SkTe zoQTLs<6Ju%&j!GtXo4$o1GtTjj*e9nWJFUzKu`dNk0LmeO3y)s%lkjL+2w*N-6)Ms zBj2q&bB_X(8f0fxr!PAoFCulIs9rcd?Tmoh*97ml4ytH92%zAFHs%{Q2=#u|ub=>C z*91yp5=5CG;f3mjKm?n@rA|D1O zDDVMg2~g;5(B06Q0;((e1jvZ+K-4$1J5?SF0n`@+mCY0!a-DB3oEfU|LC^+G0qB6p zK$-if`g4iI8x|>M=-2fS3?(e~A<_U%1t!H23T>LQ{7(~J4vywu7v2;6$A)zH`Kd7a zemYk5W_C?XHUxNi#~cXfa9=GVm>5CD1CC@Qjk*rxl@wrKARohRPD`5rKj(Q=6cxaD zL?Lghv-8H~uGz#`rwVqb-ZfL>3lg#s41haOwdEnR>vKKmN+7Z7mpfoUJO2)0gYI-? zn*V7DFJLRd@>~O%!vq989l#5K%mdKS1B3;FG_o7fUx;I~#3HsIe@=jcEn8cfal z#+Q_6&<>G?x+Hlp&xU5DfpyEl|AKfM##^(834E*>6bEuB9~fA;s3wR&IV6Ax@g?wv zA#8_&K4|5n+S=OXm6d2Gp#^ae;UpLX=L`CFx+ZCpBGgXk+2o9jUx%AteE~WOQNbjD zFMRxM`{zE5kt|hM<$ol4V8g}d{f$vMdgfmXFJC_Y#^K^#M<}DYdaNn}LarYQ$i6It zdhZV|+sFYP0%92ma{Zjb{QTXb_~2Fm%euuAW2@T{5#jf|T3L@vXM* zp3=$kvR}G#y3a|WsRf4ww&K3FjV?k-N$GgF^Q6-Ow3)e+e5EKZW7vu)Kt$;wg8J~# z%mcb456_`M7E;iDAb?GRk`zdt8W`9|9}}q@Q_Qm0+P={1SL^$)Mwl0Ht9pf#c}^jq zmcQ1_Am%sN*B%D}H(?bMqeso~_new*kb|7r=bY+zsq=qBtZ%-oO4bX<#>d}|UhpV~ zhzMLuFu2!saLYlluLtXL<2*p(*`KNM(&IIL2h>Xsa{R8_A~ZBfs_~~|*eNGW;*J-I zXWJF8J@ukg_|AEq0NvZKVBK2>_3tij{~Kk1nQQ{8>Il5C^Di?qvxvh40;oL@21%Wp zn+yBLJozaGTjcCNjmOm5N!wwTS$94I=tV^UU2|Zj{$*ulbB`p!*ap`PjkH8wRtth0 zlF!~GUKOZgpiSzkP0q>v4~9*=w5{r%=nM1%;xxFhEkOufD7K>@S3dz}2QeOTZ?2L# z?@i*h^_J7o!$;W>Tf1|wNso^FFz3DB2*4#60bjci(7NI5ZNHClex65FIw9&&k07*( zdINk=GF(=EQ=#q)?4f*!?IU%t2hiGnQAC6m(j+3!)>uKE`TQVP+~WmQ zJWzB&0vm;AhPjP<(*UGJQ)9+QcuSzlsMQ33~1)$Q^WNazkc0=`iI8+ z;P8j8q)kvrh=Aul1?_c0of0Mbon5>ePcXf_&M{~|d|k5iyYH$wM7V>f`M;Jp-={KKK~TmYfy(W6HW4i2r3A7SSLH9~h7u#zz@5V#6m z{w2I$%h6>wAUHg7o;Y&n@D1Xi9KIf}Uizr&83vd)0N>_Ua5-+=poRrv-!CVxpFrrg z%5jUQtWSK!6QaEnAZ*)!%PJ!B*E%u+xq5ZswCiK~_vQ?vCDF?9)xwlM zeN3JwT=y{_KNcuH*x%e0{v+X=j-~>0^(&skHOG9I2@lB=hJJ$?lsaulv&%mZ%;IaOD!BS8m zCCyX=14pRI>3X`PurM$*HZDhEeDdLvfIgaMW&|o?p8;0Y%Ax&Br--;XLL^Q&kBpou zaLdK$w@{Kg+r+@N1%cH9)4BxFo>@aKx@QFCZ$V=K=!XljH(UgO(R|g58#kdug4_>G zf3krfFe`1KNGV+gx+r=$>T$>DhmcpzDr~T%M)A-T{Hv0lHw=rGb#s5# zq1;QGl1nKOoRZA6e8^CdJiXoT^Ezc=_NiP8AdOe-Oob9PYh+e^gP)AjHje@iBV#kIOWS@!i;PrE_Lq^^cC&y7g(5 zlXi;#-jlqot?ut9EOqrBhwa6>=FlF^TCLKv6N6k>Jdd#J>mlTsKB*>&VbO)#(Mile zLx;8ktxje*7D| zFUNMMJZsP7>?5BW)STN|CeW|uA||E7?1;tE(M8{O>>0rakk+v^vi&NY{SUU&XS%w{ zhiX}L3Ip0$X5XAmEPIEcFGjVea-KbwUl^1BY7G`7m>6iH82_8vTcwZRjZJ$VmG||4 zrdF40pmK7>{=d;;iu;nBW8z}>^V_ljDZ;-!3Z^eg<-ga>g|WnZbAuoXp8#ft3dY?} z78~;R;b))N)VDNP7h{OIIj3m9o2CEIX502x-LH4*iY@5D&Mew*9#r^5Sh@P|g78S* zQ{1|GwV_!q9qa6_P_c1Qk^d|3-vc`XrKhOXTS}K4H9Q9-N&O(+&B+7iS~Feg78m+91d`ej%h^ zmb;ZC-~Tx%^tF=k*%G2_&DQk$^y&Rk+iYFq%evtr_`tP-vkweO&%lJdXOX4yXyr2x zB}JpuJ3(P@+6m8Sv)uge>q(Ys6H{{5<@SaP+2c;L=)7J#W8+%b0Z2-UpO|afOrDp! z(cilZoQ52}T7Cb`Z0pI1p3TBdCs}%*RSBbQo4Vm)*n7iGXk|>1DR#bm?@RRiqu5xC z*VGtzqyqbF4JK#n^1`!qOj>?SoyrIFaQ19*EZxKPMUWh}-`Pdt{Oh2r8#h!sF%vL4 zdN%P#6h6=EzlrlpOUKa6#1yntTHSJWj{N3EKq%m1Cj0x$`k?Y-5QYNmb9|p3u#ZkT z**z|}&+jD9uH!wajKb;)G5*^Kshc;A4xcV;@J32;<(^%}Ry4B&=D~L4$3+~!=xgbX zT}@3%#^keES|teJ4_Y{gfktT|cf1C0+4823nb{>2Ui^<20N7hbNlA%Z4vaGP;jwCg zzR&FJz8M*HW#gE^q=NgY5y^eU2oM!N&UG80&z3= z%xIzpRhChO3UC7G6mZzU-jAL2VoC%nKeiE26UcWUzX1)EKz$ofH$uq3rO4F zfrPD6Z@uBRu!KlN%gp|j_l zq=phjU76!lBSFUp{?#PBq!WaSxiPqU~+AZ59 z$OG`1Kw9-L^tMK1(x`1hnuBML2{*g^J?F4M7Wub0A2G zDSmwSjvQhAk}w3R_6!fZ9X@`3&f*u+#y{gv8veHr`}5QBVS3FmeC~NdqXBNCM*NDO z_P9W#&)<=7u8xYpCPPrw1F|gW+2bt3T1hzL`0oAt00>VY2pp4I|9NxO2(BCP1G~WV zE&^dvtt^p78B_aRChyig_Mx{NTNixVH4-e`f(A+ty}d45vVG1dJ>Vg8Dkh<_tFE zAkInqoILahU(M0$S^L0Wr)`K~VFA@NEB}2QTmd*p(X;I1z~!unA*^M(G1K-z+}(*> z_KvJ3a9hPyQSq~{!3bl5-e69NHr^~P&uv25n-9L#k|H*J$PGK} zqhqxET{wH8QVtP~-|v!B<&!&a5TE_PHWqU9%L=$$1q7gEj(OAk2ZT~m{aY14&;Hd- zPREQkGWBc<2BNJ+oCHxeV&A>wt*4{_@S5ec63*(e63&IRy9vif&>Qqct)GqD;P91= z{qOUtGS&QVz3^MDjS0fS@+W3M+}xnTYd!w&(c*b4Kv%1^cyB`eV+H*wFMl{9HxEXu zzt%F3E26G@{nH;bdteFvO`DZN*AZ zSB!QZLtUMKRwje9K+K}9?iU!CoXW-}dIl|&0xI47*BmBh6s^mhEsdH8>&C{=x0OA6 zTN73Mh5jcfp0hN^`TFP@iqOO7SI(~SRgPts--X+LIeO`ncS2#Z#3f)_0Rx~tjw>2^ zIG~4b_ZP>^4_qc%SYnUJsj$&@tX=@NARPOEv#rFQp2{(POZ|e6^<~ou&gT6_u094p zx-Z)4V4M3_IAbU)qtp6(je?JyoGw8Lrz8Gy$%a8Sp@7 z-0Uaz9IeZ5<4shqrd@g)LWqa1fmS2nnlMCwG-6JV3NVMN)~ZR)3^Ib8&2T&A6`PT*xa-5+)OPVb9qMowhdE`Ah=(dhieojJga}>Fq_> z=^})X7(#7F`mAd^8CAUovduyg@CQGF+YTJzo-PK^a<8L4ipfr zxU=yf2ugvM@EAo{iGu@V(nQDeJ7^EP(QEQ$yBDl`Gu}LI_?_Jm2zXw za`kBCioUKA0Zsj$KTZwQf`XdlF~xsk^fmO=1;0m0tJ7NiTMegtaVhRchdAG+d+np@ zjS6vSvn2KFl3fybI>q=`?kn}?hqPjrqx3+h=uUg((H7;zA|YJhfDmwJi@bkSYik&yN`ozR87T$nYf^A6%h)NDZ zCUAsSbsElKfQ1|o^p2c-IP9u6%5Z#+{fdPq0%`o%POslzt==-ZI@v!IgPWZe>CTlE_=eDbi6_2GE&-hOlbBX zj>8YU0Mw*kWjFt0{uE!LNf)e+0qqOKls z)c-a6iN5TqbwAfc$)KOqX@{uKLc|+E0wD&NK8VOevGr{P7v)}(GzNSieM>k?3u@d< zOiZ+RaZt}~&@8ckA%?x$R!_oyN^muo+vP$i1eP>r6DPhp?w!44T+v*cCz<>i;;*g8- z8Gi;LelR~yTe~9RdLUfHcI8T|&>Tdo;S}Zap9;aj7BmY5lA;VS2}lLq1ECQ$wQ)~= zJP+9*PY1~Z)=aJe$=cd4)5&_3#zwyVRIj-W^UaU)r0ENUMsP+hmp~h0IdI@%tF_A+ zLJG9!a3SnHL%X}a?rtO+3&|W4kTAhs{0{0pdgu?ng9Y)ZW`=2R+vbOpuW&kBm?<+Y z4MDa%s)yaKSxT_D-PWW2J1i#B745h}|Eso^&1dh{$+gp?P27MWyYCG4;^7?~`aG%c z9lNXWL|&Ha`K)E}lH#74=cPz6Q9t; z+d?0D=b5LcDY$eFkkNnxGHBw{>u9}&R0RRIHw1zOqrx?g(|152)wy)nS)V!cwAsCs z&jM;mzdn>k=CQrKh>%RJy z&O3=3Vw6wM1`fSHKfx*d7+h3|{^=+F90W#?S-?QV5=kIrDq1tQy!-}4Thy@$Kk`D= zS{ND}Ob=U6OS=T(?%ctL2zF%%eTvFsEOOod%*xLXUs6FQDi&!*2QfGZVX3r$KLdw< z&=YOyz`x|fcGc&%J>UQXsNO>^;TL0B&ZcxOG8*>{?WEsu(X6F*6c^!ZYC1^Zv(InO zigZ1wTm74vI#NkPQe<&!w^R6+xfz1IkD+>E#Iyh&LCX~Q z{st-6a}TxGmSZ^xlDe(Vj&YL!cZ3wlpr*tpF#i?@a$ZCJPt(a-h#vL%KzY_@>4h&_ zL5~gINhK#aJ>MkezHvz@nmg8Z0}lbu!J#u<^Ba66N|O)1&PD|%!`ZOa{?=izUczqu zR%HH*)u`tZ)1Oi2pPXk8gji6{9aNlhv#C0BroLdL5UssPyyULA%|A=Z%1Q zr5M}{)faHG+kznYQ+#v0G?=oxeQk!(aEPQMUYHcVxuF@diruxozJF@GM~bhC0QH8i zY2Zs7M}Gy-7v$?^NO`UIs!18cH=BUs%cm?ZD?4YxhfrR|B&Ju`&@Q}`Z;S;L8O}sO zEs$tzdR>>L-s8a`q!l3ro{T)HwNkZP-kWi~%q-2ztQRn13krs4r~*5NbU?wNyIj;= zb*=;A2L*775_MDQPPuU`>4dC)u}P_cn}L3l2U^4+L5k)v!I856P3tsSkJGEff}lse zz^*`ZJ?McHjdUerIOdKXo#@zX4hiXi57<90Hw|X2J>Y_9ko5Z0?`F9zX(bG(`ZnW> z{ll(@N>LFzLX(qzWxEZZ8oJ3pqj?2y2LH}DjNL!Ea&yVhS5PkhWP}=|Thw3!+c*e( z5!8Vk8ygFcLNKMx%x187_n};G*A#$@WDF^BH3~8EcXFIKpaJqZu)d8WJkNy+rGPGKYWo!(x9w{6#rWHGX#X$GLUKkUW zxVWG2I5sq9Pyo|yIegt;WqfJ|2OUjG)xi;CIH?9@NFGk=@I#x1gBr<{dApSF5{Jvx zDQbVj%N;nUD9*vp_;=*#Iv}PY)Yv=3`-1N@+NC*X!*L z(*ZjW^Rrg=^NVt?&`{7BOt|m%4`~R->dpMIUetvNMg!QHz!OM>?J}vmT z7q8fwEyi811d~yyx?CY#p%*(JLXT)}lk36P5b*AdA@)`NbcG&G^nnv+OGi)suAfot z(yYPB-t929i+-G%GhFoQA077czwTT!;5yaCFbm9cv#(gzOMYIu-fh||gpt5!jH#ii ziGjemO?f!vcCfn|4)@ap!oFuib;QMjrdD^jisd0OG0o=fJyO~ah^AF|cCo+k(CTn! zd7b{cSqbkY>?`-AEBEHJt)daGbT~uvM0a6xXQ%nVbCr$tVxjTht{)j;Pex|SP34XL z=_kn&Jej^IV{(zto|(^*1WrE+%*|hM-Mh%=-vlf#iO0oE@u0odk+pD zc@np#<8aOT#@Y49g7XfYBM9_38#-L_cTG>m&h>reZ2OeTwl*1D$6E_5B{V^b^bPHW zFCNt%iW`3yxpvu?M~RmIaPIE$?-xCcv%@4HCYFN~6?|b9oISzZ^}SwF1?NQW0Dg;Y z8LjLgg#3zVu8#T*je)$pC;Dc=?<0I)%F1Ke4k%ocl0MiXp#`&xrZ*U|tKWS;|NB1Y zdH$U`r-RFNeLvS{yvJ+kmOjXSA5|7V&p@Bh-5Bzk>hgl6q~EH=Sla=%=uJ%xGt*-e~H~Z7o?VXfpkuEcH!vpQ2yzyS+ z;${j83r&zyY2wlE9iX=%oDohqNUe(xLXgr?g{M9K#qI&^X|^0Jo$cGSuU|L z_djfl%Q7C@W!#cV)?d5!IX`;kuzma5){jxdT#}Z~IGZ3U!n8&2hOFG89J2X&;rc(q z&Aw~oslL=Z_UGc&U5g?2TT{_lt6OJmX^(L-Hn!<}SHLkgonsdobHK(+;Uk1uM4)cL z=)<4x^VB+~uGV!%d475lm4vPBiOmxc?X$1g`roMM(0=>1Q1o2j5QFt=$_r0UN_mE| zwM|5%#Ap8?omNm7NA>pG!on$F#MH-(->TEGN~EbHSe7)b;$r z#J0WC1##khM{KFYhbihSGyJ7%pWk$gA1h);gb$G28)9CtzbuDNL|NhyGI#f}9<{7| z8i#W3Vv*f}6%u*Fmkd~y9d+G<8 z-uR`{aFvGLc)t~KUpeJXg&t30oNh&QveVJttvdN-;N?4K?#(R>7A6GFbNtWZo`(R> zqWAsCNlwoEYnembyzs`28pqvVY%pnOy6et$NW#w`x~?%KP`}*#;W;iFu0tlIbCpGy zo4#FQWHq2pS6%sZm7rnv^gy-+Jkni89%O)y3#g}Gzx$p(imkOJ(tBo)O0*yp7Rb)r zZK?esr`B#l^82Okw$RjQ5pn+U{(N5OW3+@q|t`K|j%l)YZ# zZ6%vH)#Q@!(D_H}YZj#rjhpgz)3zMZ@u-;P+_a%f>?k*m7vyu(2KKp5Zf-Zbt>17W zD?1W*ppCz6X=buQTX1iE)BL5yK2cHgwv|w3^tbxQT|c+jr@uK{SEbD1A`oq<$=Y#}#Qe#qKHXeDgaroPWGLW`ru=wC#Hz6J!GoHlSjGrhym>1Ef>P zNCYe9>eZ_yTS9_u`yA?D-fSzj%8Fd@{z``WpRll=!s*p#Uk1B`bgxd`+4Foa7ngU9 zjb?wxTC3p0opP&JEjOka6$F8yPUt=$pQEIqxx8}|eLq<(`^rZibdGFl&Xqmf;qiO) z4>9mJ4q2TQ8c2%1qfQy%>>l*k+r7V$g(=tdx?F^OF=ZE0GK~ARZ}Rd z+-a8QV#nEKCj9EL5r&1#OJvaZRbY-i*0;LUoeiuH;NRb7Ctf-(FTayeOy867i9ZtU z5kdl_BI@n8d%-QCG2~P2WT+cW6j-a9Oe*WHqS`{Y_+zx8#OC!vfeOo5PU=Krp6g|k zFM8&`ztgodyXJDB1XfW->>wrLkp!Tz4K^zmJU;_4!zkTpBJA7_9@G8~e%@HjcVrS4A zKXkw6Qy1D7F~Wv=`69tBH;0IVjM6STQm(FMYqeIvV>^Qw8pBF*pVche*_8z~=C(`S zjLaLw9E1m7+_H_a{KM|%?EDNldngE!k4|!OvlMxk56v8LNclD5H_c|!$^h?;^sNoeSYq9`{O)kdV9r> zac{+ZrbVtx5&=GMtuDLg(*>T$VCSqIBK~zHF4eyJ%2n+tTd#b1;A);JnFS!3d8xzF z=UGO(EM*XZ&V-1+o8x&cPA0ZHOt0=J{p6|h1+BEBhc8c5c)CHPSG?d^%#4~d2ae6zD>REi9K6ab@`hW7bh|ZzTKp?@Z44H_IZcM zWyV6s`#T(|Npy5JKep48y~(|A=OgDC!+%^HSmluV;@|1y1o#k$50z$g*w94QF5M6o zJfBt~miK({aWbzzWHAd8CY)ZxCvsRj^ z{Aw?n8yb(Z?DUm3jE_$?otq=){;77)fL!N~*c-pDgY@c_{34#BB5n_VRch_EnPl9N z>1uB78bsH&JePIGLXs(x7h!LIpE?otVgw0{_C|?nYc^9?_f2h0x|?fPXA4Pr5>m5_xXVr?j>6u}l6O3{mUq$~vpmTccHyZ)|RR zrlz=owfD?&&2`maeqon5|hN^bXHAsH}Fif1X4lCe~!zqUN1>o5F>jYI_XC34 z&)lJOeE;l*Ud?{`Nl5vUzSarW{~=3L-f7Y=+P`#0eD>EWW?*kYTYSD?S5^ownw2&z z98qjz{M)!+zX+sw-TY(4Ns?XSoZEU;^<|b_y1^O^cZC{4nO`^YeDAwPwz6VovS?lTHs4&y=0n$m*mqG;@|oG>IG05objs*RLVAkt{=7b8 z+kHBd?Dr!c?tCT1$QvnN1}7^t_w;|$Mc{EUitj~p8{?dO2=7M9OxrUT;!CW}%J*=q z^lLF>fqh2^vOo-n5OoIAYe6w0 zx0tum+(L~4p@n3*vqj}l;=O%e2C~)S80`*Op^?%`VQWd{2(%_d1)hN`K{VtEDdtCd zr37-SrnZ)2rQ-T^N`k8n5MtiW489_cBle{ApOVnR_)Jc^Cl)m?JlS@cl_{ZfX{O;S zRl`HwqV~;-kLu!#qE*;VoUk1@8`Ip^J_?xw&no%D;{$J|{o>bCgx4{PXYs~+le zq6hMQj$4__{#gIv7%#&@t6Te%lzZ>+#o*w8&qK`LzO`&>adxr}K7Qok^XP^4&R3_m zHxShW6Oo4I<~_|7pvK_HkD4)ao9zpPHr6;IlZanZXs*5h>S2y$6z%V$MSf!mx&Y_O zr^GpbIGWg5>2d?=O|DMwPhKR+CW=pY6;B@oC=Zn^(_5ZywN4adEJwIao>Ny0*K8z- zNJ)JtI34Er*id>1P#xhl`{7H=y|40D)@|AD#!mzHU3}ci&x~Q?*toKaiacNk1mqg{ zRGInl)1gd(C>8ZM0V|Gva(9u%nH|CgeGdL-H=&bKl}jQ&zrNK+j>_vLOS9XFNe zeE0p$g3mNJW>p>DFWed$v^^uUn+xs~am1w)}(*7F@Kmz7A6fGJ;W0&BPV8Ivqt$Xz}MFQ*6 z5SXUxp3%;FU#9$;ao&E>!KX?vfp>_;`@@xUkabhsK6S z`l33y+q#N#9H{dx;_Y~$lfl$#mfhzomB>Iw~@DPK`B z`@J<5A%Fs1LwoF&U;zg+biU~LCJh7Vc>+SWp!U+wPTVtaIdH0;LD#+8EEIP0&bUrt9%SVV(UU^0-F6KAY4=&Cu3BlwkCCiDK2i8AC&b*$IQpSI0f*$vm!ea1!W;&2 zl-rmD%)Dyd4sKVkdqx@AqRJdr6uCH8T?DQ{#q78BoMdsE4r@wr`xrW#;VN7SK>q7q zWYi_OWyCd&xQ2FpDNf8UI4l$0nvPiw}z1VZxmZcU73+^-RE87db$5ichzD2 z68dgUyjgQA)EYb%RK}XNHgu>|c`knK3`@T!?WGl6$9HDJ2qZk0#m{^~0~K2ngWH2Q zaz-U9Dv=>@VJr-Y3DPeMePnz%HeusKU5fU2vZ29(8ok51UuH&1wD3Qj&JBON$k^JE^0OM)m$I&yB;@K|9|PUIUlMwJyp z4lMbYp}ioFpt2fG-ETd&g}MGaGDZa{CDz{KTPvCG1h?EK9*ij~K({#H;`0D$_W;wz zOwGQ_1vYF6$(0`6Z_>9SMve~&S)2$9rTqLi2rs&fhPSPvX?jf1+NzZ#E$!Xg+XK4-f7i%1z7STpkB*4hOM%LI*TV!{R+xCiBFo|3 z{;_su=AKUh;&$do9NO;IjHt@3QZvY=`%FzJ=`IacpAWBgkJInGy`x)PIMH>bu*6!w zYKP*PI|tR&`t5q^>mU9Cr{oava2vBS(-pO1Cb&{kh}Exsz5VQe2g>=r!&PKdo2++n zU{(UY8$-v-M~1=}Hd&_-#@9XNS8VLYizJnlz-NrsHLl_{3lEpgQ7uX=x6v%K=HX7n zPzyw?eOE|RtCaP4ssj}S(u*O{`-fqR& z0lsF#YUQPaNRFTjAV@CW=-Q1jf@=cp|ke)ru)JOVt@1}xW=3&%XcN36eIvR9D!@+x) z7q)1%-mUZ7T!b|94xOB)u>SGbeJ?K=TMOh{Fwn0POYHQ!M|Ui@Lkgt0cxY|c&c=D+ zh%ZfBbx$V$yDlsI_4H}-6DN|ixYPZyGn-r3*fbPgj4mL_mR`~r;S)JGSTUb`DhT;$ zzv$ji_!llQu2&j@sMN}rHq%LcXa6yf9%70FHru_TX7JZ9=!}TK0KovxGL^1^$NY#UGq*EJd7`Mn)FmAlXh4BQs+<~+s;h# z@y(LaulI{qVxaFfBc6;)`Q^S*pyeLv%ice!(Ocl{F03Q-CRrM+N9TkeV^3$l^Q)L^ zD&(lX-jNU-oWg`ne>148j3D?&k7ui7fm;=jeR0xm<3^NI0rhTuWh84KKKoAP(vP=! z8918d%C2LO6YTm(*l^1qNJ^j4FTePlq@aLLgSs$aiEryT{A0{yMJLH9GF4T-f4FxO zkdzS2w1k&<4)3oog)WoMWo;_FvUk^G=h$fO-e$N7jcngadivBkq1;f~vRzJ&5fiLs z3oSe4$&*Ec9ki?)&ZcasKn8X`#pPGU?37{61^ZCSiK&(p8H>gOXA70*JlsXQuv${C zJ|*DbfU5);9bnPgB}A@Q`dX^!=nIp8xgd_Nm5hinpB2YtkIB}ef!++7a}|Yd-+?dT z!eFZjaGe-vvmX_1PL@(ifVGm!^H%A{hKEY6U8)?(_(%dYG#>}b<6acVZ?+HO=YEZJ zFTFW4W@vC1^WO5Jo%=VOO%*?B*FLQPNozHjEZFH*0QvY`n+&xBg=AM$x= zph*eE^1g)v;dBM(AHpKeyx;n*oDK4}7uqtPD@ZAGvN^pMf&jW-^h@_u%O|FCAj*+N z0rn;rZWn^vo%;2=y2Ku*Z1~y_nq$A2(EJ*#5OZ1+2X=?o@5kJf-GCMvNuKgLf4~Up z#QcldjATG+C(~hNdxwQ(YR3JMKVP^_&*}mc+uxm-wBKxQE}B_EjuaS3oC$IfVYo}Z zLCuEiH^}tMTAYGtv2)7a+K!V%`!r9XQwH`Q{kY-uM+TBgKfQiX-)4L(ei{rTQ@rXq z$krK5t*<#$woBXX?#hW^i*;XJbI3E7ap8CTthMYh^A6L=^)j*h6p`Tq&hz3lbaw${ z-7OZW=f88GHA~!Eur`!NqxqZ*I5>wTy_TXG?PB+#0)UoP?6r4f@jamZfo)5Inj0F^ zB%qW%$0~vEI0f38dWp6A4k5iACr+H8lS#Ghjp8xN)$fH!Xv>FpeNT#BzMZ;L-+s2g zaWI|g9CmJ(N?(>-ovraQ`k#l-CN_b<)k58WmK@5c$}n5F2oyHKMMU$g8$yXtP2uZZ zfUd=Ds0x_^;?P&=vgcok7-;n`Tchsipttk>Ih%;r6*GgH+*3C;0pCV$*3{==SD$}A za3jNnU)_1**hDrq*37u!sg8yy9*tL7CMO>8@Nsi*ev&}x2(3Y=eJK!<(?2(hPo< z>U#fZoxA%w%ffph)n9r1LljS-%X9!JDMlVo!|gqIxr>a&pS+6t2bg2_BA7n=Ah>)` z#J)IPYnR8)4Q3QjGU$R9YsJUVFonG?cVBVTCEKrllIy4sT~qiY3M(s?p`pkWVc!`9 zvEB|&x##JaB(`~s69FNj>|jL(@hFl}wcA$eYh-}@OE$q%#PP$6TMAy`KSsRipir=3 z(d7> zwVuBh)Fj%IHwUdQ+^_c9NlG&?NHg+hYa*jaOYs(7GZ3tC_dBjn^B14-?&3?&DJv_U zjblA<1lSIl-9pzHoeCNA!{&Gz2+|MvjuYY-5JQqT4G9Y?ZCMydWRw0SVx`JyKkOV3 za)#gQ$FZ9_kG7xPDr9S#5_|G{hJw1^u++-j$X1#RdXi&~hZAp!ec1Ie6LSx*R+)gA zcQ)J8RoY#SHT;F`xLz<#>3RLS{ddx8m<~xL35_{L4K=!IO~L zhJeDc#UT_+kbbsaK_X&0a8v{R{5}2@m0dGS!9e(cua?wrG;?cx{fLNpFwb3~JKFVC zu3;BS6yNt-<&)=LVp;H+VPu6oE|KK3Nn7p~7r#tx2JP-kqwG7AlF}x#EfeFXeF7G2 z*^-c2PaL%}d|GUU_f=ImX44nJjfa$F@vc|i~%MhobZ$CuJx z=cApFITCT3y>R)as^wxchpgg;zp2`sP-*Dqov+0o=eR9oKV0m%N1)Tqq}aN$!)B-K z`ZexKf`-N(*ufh>+Q!Vh+Hj^0N=6+{Ns*Bzs{t*SLQj7(U!JRO7_J6T1{*NCd)93I zno>R&M*3c7$-Yx*OG%0DU;gSq^F|ry)(|BK2>Cq(8Y_dA7xz9CgLG(WCNbB zKfguw!tu+!A?_odMKKL+#T~+1s7;2YbicIiQ`|uMSMYo;Gnj~j=!X$NPwp+ZCp&eM zv@qS~WWq^=3XkrUImvW|v1qt@A=?6WtLM|iyuCT^wjD7+#X9K9oz~~`?7lXczwY4lbJYrVs9nCj2ZQ} zFXgh9*`aGcmA%XS)=9^Y+nIrq>UHug>E&l|7zdjF$?G%@HjWzi6hhqxL3Gg;&u=En z9(VW=Kjvv3n~_8mbLBXHfVuYNUgdfB$=eg^40{lnbsTBs=Or2Y?fo-c!DVJ|FI#S} zQC*+*?!g5+0Wfx`7b@>2Lx$Xdb=GljH+9yID~aOwe_!9|I8c3Fc#Rw`O(oVd z!z=m)wlaHgR9_P@Vu0#96B$9>Bs-5)VLs7Hfd1{oA`b!1F zZAWSUw8lPSB`$P}Cq?V-dkR& zHRy%Nde!c{hR1AW!FB!M!A^eHDY!ds*)ehHa(|J|mJbbNh){`eI_}Ab#$x>v-NQ_n z3pKYkawar_MqcYh_BYuparIua6a13Z(h_Of(cP_4BY7rS>UH`fq6{~@DG-Z%5{TDN zc_2(azxk5jM(gdoP_`vkyKU2f-@V2f=chsr@GemDuKBFHR<;ioauI15{UqvXGEczn za(D2lVWnf=e2=fOlD#k=lF;mcx=j9>QD`M)+2%@qt zKD0Zq??Qh^wY{NRNZI@(-=~?kXRcknip{DFQ)fK~tPVf}>(*4m6UE5x?k8)FJ+!cS z9i_=LDUye(9au>v_SnDm%Pm91@lFmwi;Aw)iKnZ0kK?N7*aWZL@Q813yC?LnijpeK zZ)rtPXI{NhVAKHMQkJr%&p}*+Pg7atLc?^7HU5|(fcw;7?0$ZCxM#DuB{{HOAIdGx zEPIq*!uqL|K3ABQU=#{)=^QF*b1vV~CXD@maW&J^qX-oc6vUkJ>$5iCSm@(7hKNoP zcoTsmOyZZD27K{>7{PQpi>B5cwE((fk&Kmfb+3ENRag!kT^*?{8ra3alPnF%qcdL3 zwX6K+vO}4TuH#1RR1C7@BtY4&-z2a9#of#%O^}(xmtP>9cBqRQuJK+*Pc(l|zOO?K zSw*Fc_7Lv0xDrnqkj%=gbC#owjOH#M_WfNsTkr8f@QMHLy^UnkuVT;Ck;Xo7%Xk9u z^>e9%@i^YA%rX7|x7jI`H1I1Xl_l-pD2jhLw$RRSG(iK6EawFGrAw75TS%zIg@BMg zGGZB$jOR;XWssF7IO;dZfJIS?J7|V_cIKNlvr1q6G8zR13WW$uAV-Dsec7arKD`6( zeH7pKBgM&;-n*D2x3A0|A|Q72<;`{bynmMLur;bUw@HGcNTou7t}+D$B;9d-yrPAR z3v#-7l?s2mpn_dyKpvi!sg{mXYY{`0$BG) zeMJ7BGF-nr8ChkH14`@q<;@kAgff~Z4ttiEr2XX+LdL?)OEYcUMvb@WJkM!FYx$)d zQYfRQD3T%CsvUzRd;hNI{tf&A;+8WypFTQ$PoHpr20-X;DhcUn=OT^Q_syENjLj5S zEYU^IJV%>BIj+odg?K6|Je8bR)#A7H35J(5DW2F9cZ;`APE@;R{dBn^R_I{7?D70& z(ZG*^%K`cMZ%y}Lz-COzttrCUseqdC`(qf6)6cM;YV+@z7oZ&ijIQx@X-0JF^QJ4G zxNpI)LMJQ{FTdm|r3eRBFl0jBKewRjYCF?fUE<*1sigdpaSTxb@F*t`Owd6$X7O({ zq4W!nm${WcVD(Mb84Y*O9)3ytL7nL1#-skK-~g|D7F7C$N}S(V$br^NqrgeZvtYs` zn^H&8`7VUbc2;;YIJ(nhtHzoo)5`kPV7`=WP*jSd*&)E$NCLDLFo-S0tehwD2Y9yJ z*xXQhd43wenDzv23G~hGziOmHw_CT5V&ZOX)|o&nL8gGx85GXOn`ZYs)Kbz}`-_=; zxMqppA<$_`9`~!>1KS0v4jFiaxl{CHbi5+-a+hijqCI z?eFXA_Jsm6y+Zg<;xC!_@*{WwcdTp7Hf<|Bt6W7w*i^J$?(d%lok(gzlzH`@iV$4~ z0B2-mWbn%*2GaX`oz61q^}C0W0HuoF@&(KD-Xgk*u5=56qJ$Htys z``Gt{N6KwB7&uxzN$040rXHCKqOXjj6UnQukh#s0XxU>lgxT2{!x7L0+ulGx4vfCM zhlhmM(&rnH4K;Nz*-l~zB0BiDH-P*}IIy5H@jqGitK`aKmdG|FU(p1B_#^YpCq&v~th;k* zq1b>G7n(2FnliM&s@Ft>2}(P6%!ZnqX}}L@Svm*^J~%@0@hc6zN`Q_3l#xEH@jI_L zr+4Ol?@X%LFaMOI<58X7pL@CQJgl5Z())+Z^6n|J(KD|O9hYWNB0aMBuiUp;bL3jw zVsM1o{I{+v#kU{bhBvJgW%a-ESI3k`&$llm-MwqMJl*bK%T2a8KYtZM%hA!%&Y^pd z!uGyl5!z#HJlZV9LHd8Us#o@okU36el1Z$LPRGs+(Ao`39eaCOUA)#PqOb1)fN{?u zC_dw8`(Kah@^0r*Z%c-aY5zmyxH8*EPcr#WE=R6952QRVwnTDeKf$kpHo?chg7MFv zH=RG=p@>KI@!K z$UDf75rh=N%=vUUD`7Z5_$B5V)mHI;kK0R;baYkifJrU;&3Gn*k?LK1sou2VhE=3j zufEMkFJR^dr`-JST(Z_-798?sz%1?G=dv3ni0W=kIkf0nHCEtyLp|S4UsxMKOO$TE z92+RY2(hoA9EV>s`;R|7xAZ^0@GY8|t z`P#K>z9U6ZEp^+NNq$H25k?8;WJh)zRh?01CbF05B?%@Ar%tYw!!Nv@lu46z9 zKo{5q!isu9F$FNVrtg&b!3wD(%4ecwmq;Y0XG(G>v|wdJOm|4qO1`S}{vnJPbq<=I zJN94LMo7vMt1rm~1RTOM2BkuXSvNs7GBP2-rlUOCfe`Zoz3bG?EeFG#!aJrh0v|_e zrEl*#KnrV#g&35OQSXHh@f+;QjHjCx;GI zA&W2N(N@e`sC`h{5rD1`C^6sL4|R@#oZ8wgcz5B~3SqoU5N3$+SIv12ScHquuz`yg z^bf@B26g}=1&UZRBdM zh|34d&=r&+xN%6q&n62S)BQ&M)*c|VGVl_#AaVQ_M}*3FlGy@bps`QC?BVDB;+%n6 z?{X=aEDS)yMhb@JpOWBZod+UKF61Zj2_5NDhfyQ2H&ur#U7D|`;zZCkF-e0uUfe*P zZ}o$7_pg2)D9vYd*sHc18khTwYAW;~O)Z7f^ygHfgBGAwZz1t!FBOCVgWO;am`YhV z0kTNBf6d%`I}YYRpt5}a`*(FNF0RkOfnP!$wiWK#zOZZ7@lIW(XJ|N@?YI7OA2;{2 zE4Cs`F)$v!C*hQSQ+?9m{9^-k(i`ad#%L(>?b#y;O3)Hc+xSG^2vfgPnLKrxQdi&Mws8hlmM|s&lpr;&`|a*&J1lW)(89tiDJ7bxN}!HS_~&7dkpd2l;2MLC*SWZa4Vw#q{$_(+do?Jx z?iOn~*o$QVAW+JuBs>j7m`xz&@y`2@=LI;25X3^r4w94p?eSwbP(p@HhSH_u6NrA_ z>;J6NK^60#XMr>w3~zgszw-aNX!GUh1m+FM9g==rx!PiXzAA~yhi3=CvZ5}%(ws}tv3=T>+_a-MLoqKrU;H#zM1mGBh1ch&AY<74a zsIwj=94JvCCY!p~gHwy}+Nhgu`Kbqc5uxq=eo&aQ)dO!goL%NN_#D=3w^b@3&QBbU zIEE`KD{a`qRSxYABhXWS%|&w!tHp^QhOr#y{{3giKiW3Kel83`rx!tdBLvL}m^|01 zn+=_v5esLHY$Ft}rKCp6HANw641L?(^0EH%Aap~{v9HKtvvQoU-EP8I7c&K5 zVV5NTuSeGix~inPZ^y_N#9UYoC!qR0HZeg7%X8bovaJx)3A%HK0eoYLW=oACb0w&f z9&Ww>UmieHsYv}UONFT{xE0X}3MV#`4*)I&5#RDWh)w~tg>xCFw-Vy#r=Y|O z1Q?lPiqKO7m)2B1wVNAF*x}}M6=Y*>Vc}O|mj8q*SmHKJy1&z7PC}W9u%d*e<7(X* z3hZPzii=&sJ;Ng+nqd=rc3}wd46CFwZ!=vAh7tSkN}X}j@<$K_Ul9Hg*adt1iLy8r z(Wg%AT=4FG>1z?HnsW3Ogqz4o;E&TF5@U5qj*h+xsP1(93<&LrK1Z*-0*U;h*lu|E zPzct9)Eq#Ihn7~-pHE6k>Y23|`PfnYtCdqF;0LTgjwY>lMr9i8-4Af5oSYmD>h{{T zX>tbxLk6+np(pT$@D&2LBnSSDF0(P2K{KQE_4_n3g9oZy^Q(MTi$2u@(fH3Uy-zbc zbfCtw7|J=RFi49c{(YL!>RM;d7OS1@8uagrKnP@r` z;7H1XDtq|#Np7Zu^Yj%4je>uq}^uE!HcwHW}f#C zM3S-*xmoO^D2C`eaSn|5{xIy3OqyI#!IX5#R~ygLf;KsMbT;@4VF^5q86|V{&Fw4$^^Itw*@1%gxGfzJs$a%h8ns&mb zpwa5%@)J&)`8bx0DyymK1cXld|L@ywdC2>ajb*&M7*7~_N+r+L{eD?Cff+=YaKKT!(a3D&+j}Mn z$F#n4FxPoDHT0fAyg7YY6wHMx$#jj6`I72m0MShYl?S8pGaL z82Z>hUvw74oWuqJk|u{Kh)xoIza+}+hd03(Nz7q{6~N9{PIcIPh&~@kSVzBKzSkrD zwdUH9Q6C1vc<}x6peLC4N1-+FvFkoXdPauIv=F*Eh~fw$7_t0+{hTQveD0hO1Z~ae z)j^~U1-1wzycZT-Yieq`5Hz7jHJDy-D(0)r(CzS+>>D?35X)@nNXlCdG|LmSpFmz$ zNBfbUHavxMv28q1JGRQ(Y-af?DG$aVX;|X1kk$2qq^wFop#M_;QCOt$GYVj8G%#+j8IS6KnRreN)L}mK;tjlrdiQr4a zRi*pRr3JtaTL*jTd04p|mMO#Zxir=gc&V@O;sfjMbYho)Dg(d5QE1|6pIf7E9oY@d3%+~cpFxDb+kdadxc ztNr$D^S-@%l|V66)qZTC3-1|4*DnLw!*#yW%`VynM#GDq^(!AjvcIxq#pu;|JlO~N ziww16QEaI7nxBZcN17WfSCf>G$c04oxyI(^d>k$Nu;CEFG~NId60~v5gKIUpkBjRB z8vruCzgMS~_h#V?)rMN2mWM|Lv4<1?THD)yb@ss<{>T!Bb{`b6iP0MIoMv+cjqHyP z8nbI}FgLYsZRgX%3V90x-CKN(-R2mflm@Ygn3-O`^`-Mvvc7-Te<=6nS^7x6vq5^NQfqg4~GsXo>$I;;z2$Rn+H&#Qzhcd&wmChf20ZI zAE6x^HJqC*dcriY{no*@qM9%jVeSLnT6$Yf z?CQ=Akv*xt`)YAdu=1wBhn$?2p`s!u8lN4jKh7#{?0zCQ)vV`OYC`hGPRXxp$EIZr z*k9F6XJ%(dV`7=u&Mzz|J<{ocM%zmhk#kN?2Z43(27^C1*czb-Z>;hsm`0QYuS4dL zGGN4KL4}(eig-MwdMcox{}hyTXNhF^76RS1z$R% zP(?*WrLLl~6!cA91XmJ8^=Ho*wSv(Y3WQI~f@@6clI>%z_FdX3v)pGkF)<e(IU;^)Ss6eUZ;+SuN0j030}(V0?~MpU_vkK6Nu)pdmWd1cJObsWwWUR*zFd6H)6+8(k|P$F$CLqj`uZKs zLIxG*x-8*@Qv$vjH}`|bkNKZmu(kIWsx?xBozk1ZK@Z-K!NDj%oF?(BJf@+h-q4WwUBq%`g;}=Az7P{5 zNy6#mw}E1-h%}WmX9$l2N(-F55-@GXKyG7U*^EE|!Y$l5G4)$=rotg$+q^VC38O!1YHA{!9`gQL zd$sRt7G~g1}CBTa|B?aQHGK=EeJ& z89@P-2q8dEz?3)%?i0KJFQ?g&T9)2@R<0)zxb;op+Lxx867z`1-X59*fXZM=|T_gtdXT z_Ri4LJOTB;(~QD`&z(OXgr6XM*CCY--+_CJT>c>0mXwrSc*Js`{O%R_Nbm>>Zbm%k zfig_ao8C`M#!2eBy0;+PWO!~G!G8D*3|64S{X|g%Gwq;+gf+c45JOk5UHkrQ^8tvA zr79o`!BHC;A0I!{gat;(e-eIJC^tkZ@)9l?a94Xg7zaZoQXwKP@U z?Fn}@FOT~^vP$u!mY0|B11}0&_7fya!E)&v2S>eT9x>j!S9(E?yF2pzCq}7 z9BUv8sX8*^K>@TD5LcyMvw&rBGKM_CNS*MMl_e3A@BV$Rr?m_rjYLgLsCzRH#P7kSwIEO#B4P|l4x#X& zrWVn-^tcQbeo4~qf4!q!Tn?4!eaW1znR#5@H8gZIYsNT2krzcuN@o`rCpc0gqyB(m z&XL|!$kd<^1RUPadV`23f4Kj71%TZUm`Wof_7sl~8ws~l)Y=$Fkg1Sl<>jg1(F(Os z0obW)X=^_<7kxT9%JElD43xbqZf+;{#UgBb{<*no{DtX3vE5tomzst~-N-0BI(j>n zL|T14hiF3kXD35LL#VGc`2H9U8X7VH7EVPnkMx*V9eGjLrP8iXS1y!T(-W6!X`agb9@ES+9)zaA+1lAYh{tF^m-Z;~OpmLUR|2`SkE>4sR zkMHS{QIroO)=-Xo;{C%Ot}x@st+5%?paS##Q%o){~g&6V9tKbAg9}(?n>1@5iIO4E*HJ zpFbhpW@4|2y##t!dppcUEsO2v4+V#==d35&nSg?6jUp)4eY-3E5FvnbWfHtF1;oT+ zaM)db>|ke?1)VrlX5lHrF*rE5XL!KE+B%p}ttx*d^U7K*S~VvFg)rwUS9nPi@86$* zn+{`1wHJL$MR&LQrY&2Nmc>O*XGCEv5xhh}0-+Z1D&t^7{8@e!Nu^iU*6yI7ha6r5 z^gSYl-}W2{s2Y~`5lLz3J96Cj;hh^|X9wP>8bTSa8z)a7Vx5?rl*d|m^X84%d*8}s zZ^A7*CO%$KBQFNIixPGl#)E2Nb9Q!ii!D46k+?0k>`1*w*+@O2UYer`9HIcDT`Iwx z1BO*{aJtPzz!Qo2L`6fRDKCFxEPh}>k6ae>k70S{5-I^X?jxR7&yF$Za{NH9n7C_9 z?8p&KJTV>|p)v#9q=>R_T5Wy(abG|!HIM8t|JDmPSf zs{7v;+6V{1Ab%+i%Ii6lUFfD;?c)6OpvEG!mq+G?jmoIJvmUhz`Q5)Z_loO<8vD zK8Xl*kAJ8k4RJkFA_}#vHOm8+2{tiesf~GBUd5+OLsb~|1cV-JVlorId7Rvm_+RnC zB;o?I(0(QacxL#L?Uw)hGYqoCcMh^V-^fXPCqC>wWh8NRdy^x13-KLGGYK;De}2s$ Z3K{)?_@v3z{{u%43E}_% literal 0 HcmV?d00001 diff --git a/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_120122.png b/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_120122.png new file mode 100644 index 0000000000000000000000000000000000000000..6f1b4b32ef237b73c7686f8c89fca6ee6517a121 GIT binary patch literal 41630 zcmd@6Wms2h*Eb4JLK*=9=?>|V66p|>Q0Z=zZlp^QX+$Z55JWnaPC-yXQ52*bMCtC> zV|rcp`#w9KkNeYJ$6Ciyf%%{FoZ}qhSEtdpv{Z=+XbBJmA-=Artc@U;VF-dTg@*%w zBGxxH2mizNQoOE<2mb`&*+#+d@!i#oyby%M3jGhGKrY__{!r3e#n4;F?T)vvm8Tuz zV&(1b?B?z4V9k8b&eO}m&GoW?h=4F3v%R;syOf~d|NrX(Zk~4qb2p_%5QG`IuB@Qz z_i}mM*HCBh40qj^+Uh0-72f@9RuOui`?*{(#ts<;DvKpP{l7+xj|QYhihR~?Q>vN` zG)RohxEAZv4-{3$4BXGrqaY=kJ3jp+nDn^fz5Hf~%uU88PhUL!Rv&w_w|UPrnp80? z3jQIAOe(`-W@Tl~8H~keCL<$D3b(>kQ&v{CwM<7Y!0&0OIm6($$~ck#ANX?eqw7yO z6+D&FZ5;*z7!A;IDa7;+rz`djwzWjCLtm6(W6IY9bA`7O==^vvMdS* zd>48d)Yvb4c`jDm=1{%zKt@`cl!2i%;OkE9emZjT{c|xV<|MU#M!1sw&o{*9=_Rvw zE;~3lq)Ykm9G{$6IXK{7y?PZJ7uV+GaEDaU{zT*2HJsnQ8L^z2&)a%?&;S1YdwpZ$ zeH0m+`)pTykWEv-4i9`O;;Qdz^1FKFgBv$*etdoXDbHBK-el-mC;XC>iK%?)R(EMU zorLv7lfTqa$m+)ecJJm>eF_aE)~Y+1+psl6=2xl7qnmOk6rVqT#v>v5IMEz9@FsA5 z3gfw`!+ltZS0N{d=@M>?Z?rN9*x1;VRa9PCw1zzHnRm?c-~K~pT;m*_D0fN?Pn9lW zM{rTlJT58 zfBcwK?^)Sdxc=*tA>Ya1M@xg{OHxG5+pT9OB!cEmpM0Nh*1-*PHk{99T^y=pqZM;} z9U$XAC9hj%O7lY8Mf>X9kJivo)5d$mSMM#inYcCQ@i2)wQgkIS#2UT5!y+U^YV$Ec zubGO0A)b&*z;d+4<@FKsd)Au@IJ>y0=;|gHEq{4-88eJp$TI9# zgRRK3_1)cz2?+_TGBRd(EFT10k6DqZ_YZK>xLU>%vqDde@K_=m8yo-h7e1BrThF#1 zs(2-I`7*iJLNBEvUS+_JW8WK1y6NR*zSr7?1tzs+hE=xFUA|mPlHPwFL$@NmbLUQu z>v+S=N2X9dp_b8FH$uev_m^kZt7G-;KY!{_)6hi2%D{(625cAD4_Dp?Ty%!a*vxr})%M%nF+!>CAD=Hg0 z^8vrF;5M7pojaV;GBTZ2c0KQYJxj9)IZ%ms_z>U3#Kg+VibYXT@dK1Yb=N-JRMe+W zYF2J;f|yuX4@nOMUzpUoMz4-H65`_GqTdUJ$hx~aUaY_OP40{jiPC%_9xd3iuc%wB zuL&D&W9~C~>BjF`K9S3pJ0tMPl^@^`N0gS9q7T7uQbQqkvi-Dc!Aq{?cvF2qbg;~f ze7wPj{QUXz?O(oVh&m75S{|w9ojlmzoL8Tonqtn$%@vzazkZzzR?YfLx^Pj|Il_y0 z78Vxhtt_vssB}aUcSaJ^ZI)PE$?}wg_xs`aVC!L0QqqX@3o)lugjx3R51XEmzJ6*& zP0huuki)_vJ~1)9pyQ2??E?dPYI)kzv$Je>dS7zSdHT1k=soF~w_fZo%z=e$Z*Nz8 z=Q?g|TJNb+*Vq_)dU90!rpGBm*Y&8@ZBjpl@}7xaFZp~(j$W}o?Uw4Oc$!W?Km+v^ z&({UIg-_6rGi&fB+gly~X?O`1V!nf{aZGNov~DeummhAH&h0S z^g3~wg0d?$9Y!y?jJ&%pYX4o{(8Pq0j*f16Vd2v6uP^e&zdpTm^TQ*ikOJeoO-)T7 zw*UTAfqDvG;aaZJtC0{8&?2G}*O0t=l`t^yh_$*L9w*1VIbde2-YW<8Z2Q=lsh^); zRGxZTk)}cVNhImwQRWq|-%+sl@w~je$Sz!96|iV25ihOTk=YZ!J+!lTu(i8SIUhqUxy`tkvhft z{Aj^+#nW9%q{joE89LXVID^( zp#|GtwZGiLBKKs3OCktXcKYvM?l(8H1fbvZUbt{U+1a^7NLZK*eq?6Ut(6j%^P-lP zR{Q(+3M*Mkx5?YW!jRk5j(WmAi@L&Y6Vm99^YQa{=Bg&@{)8I14$TZ*ttf||Z=wrz z@?+o)6NZMKDRP9VCNffL7wU>S{nGf7DP!^_q81rQEDhe+73a zhLRT>>1z)3tqeNw6b?NN5{A)GdetxQ^=o!vyKV{$c_JDSWy(Dm(;wDa&jgStnZVtG zH)|u+#puhArxnvq$&d-uM{aRULx+CnGO74PS!%t z$Pr~fzdFNr_DN{-F3>N14ts^?Hl|^^i`bsr_l`#-v2AVg({ppLpUc5G`Xq6hDHBM5 z%#8a^QpQpVUW5;)z`($u#h-$)t0FHSmM-a$V_0eZkQxfk-QAsZb#=AKr#ky&sKI9` zLYb9}LCTvHnlr`aJ6}i{85z;XFNLC6(7AQ%vHfUGsbQV_E9%R4;)KM-(TnT8(7#fy zq@;w_Unf9?h|0=J`?0!8zk|&@$A+<^*Kmh~$jn!XNec9K(Er%3#gWPcY~Rv+nwrW9 zKtv_)M#_i%jajsFE5opQtj0dmK_d61mROM@WSD1kX=#bqxZ089qJSwEl&tyd-D<~y z8)!4GtE+>LycPuwGYWPD0b&i!qUbNd+ey-yftGv#673xwO3+i4G%}@)B&DPX?%usS z;Mq%Kvs$x|hWxHQ-CY?qfVpmDYiCzDaIjK4Nf52f3j2ZJ<=$Zgz9re*PES8{?GmH6 z*IY&bXJ9aYW29z@7-|V_M3^t~88Sl!!A}XSUp_b7;8WaHZpY#4>x&^zFYR}0R>n@y zRtvf~I`fEB(K74+w3C$H ztuDaN*5#oLJ=sY!&OkoE^6J?EGDcgK%WP}FP7%BS0U?a!p859CQ4^SSg*&^i^Ydc? z^~Ky<8FBak+okaKP4k{R+kg5n!z4XsB8rxwYvtVe`W#)A0h8=8{D6P}N3+!W`C7iJ zsw&YZ<&0#6@Z5-*RDktX$YjnLboM!b6X3txeBxX8Y^c6 zDfDy4B^%hmD$M~q1kO&b-Pi)0oYzXFuU<778W|}H*q!sNN5{pVzT8J>)qKm6qf*2Z zzS~P*o!Opo)fcL@xV%NXxIA!gRgpERpfq#@9Re`7`U-U}Rr{zNJg8vDx3sDm7(0`H zNSdRQuXS$skUK*z)ZD3x4iIl;h`otKimEzPcs@^$licp{fftPTa*t$oZtm+t!^4z* z+saq66qS?)e($I<1+&M+$9MkBzxj}~JoP&C%z=Qpi~PpyNYp^FL2IU$|W*Xmn0laRKyVEUn^@Ri)~(yF6S} z1=TVjYx0cm;=R^aV|!>@gvToEhWBU?Ke0Q*9;P_ge9E)OU!RD1aC8)_Uux{2QNHF! zrY6j1-b4+%Ckk#30Cl3c%ZTOoYz4H`9G@?I%fdpOot-yJR1Y#eNA7;hq}+e@q{!$k zCya2>Zm&$I)F)5wL#urS4RHTxtu^V%lN@mu*eL7J1dGi_M@CqAcnGKjOy#w;wZnzI zmwplV_VyMHMn^|SB_^tRdyCRDFzC&no}StdmND$EO=>}&C~MSmB6l@|NR&R=9=N_-*VmUA;p7Rp$dQ6?Y)?u7-wtXsRO8WX2VZcNH)o5;$Iy+jEJKp|z^Uv_xOPO+^WzR1qGRa*t zG^BQ&Xo^1CTU$6dsBsx>|NI%>q{jJnij4mzHZ1L*f#S5HFB21tfLJ<)-`*u0pE!nX z^2&efw`9n%Br-Kp?S$SxOjukNY#2LO2<#i|cg%$8Y~v& zOg3yThAW=ff)*_wJ|(dYL^e^&1b9b}>i%%47CO%;jfd<{Js|1tR!yKU6n5$L(cyeL zy)pZ-K(F{B06W5J*Uql4nZG~tqvGOpOAQhkW$ss23Zpa#FnIkfVG(1 zk`*>#_4(iVTs`;Jr{2Tv({C1VJkrq65c2+WYrv^cH|CYnqZxqKlA)*4VL59O0KslG z2lxyuNlf@*X+9U_?mKN^e)Z}VOdeWs=b>z#M$dTy0keh(Xs#*4d#MIM?55)-Cgkny zxnP6!)w)?MkJggFRQdBWpQK2?6dLON{(fDg{K-|9B;GH1JJeK<{Uo4eB}xakhrkg+S)Gfk(tjc(611R=(M+Q-;UVKcc*;% z@})mL)Sn;AWgZsPzn5zM=wabiL4VEGdn?8OOFG8J=u>#~?!SF|8Ad~X-$j?x!zDpH z79p#4?0Emp`7{emgi$sqePKaUL*sj?i3DJI!e`H(Az^?_lsKOja)f0C@6wc%mTq*> zxwVas(!u=uhytP?LB#LhzekrDC86Y(w6YxsitN8)YG?L#v*LP_9$6vkwv&t^#$S#KIxE#qs&dsK@%0LcBPX6XvJTqgy=PRs74c66L$l zYBXot$y_G&l20OQg3A&UZ$2|WaIv+GXbC>D1{Fi?=1pA0d8h&dqy*^xs?UPm{5y-o z)WdHL+@o!{)6)DJ2PlDF;vA;lvi>X(YIuC5+gY8tViHL#(oKJW4~^z39WDk0&TvNASs zdO|8HDr!19n~`@8bv{e_;XXVIpD$$vJ-I7bR5Qn%59)=@!REZA`xF9OXB}`$Ht>8P z!M8MZYF*7tTSFM2|91kp-k434v;O>q0{|E+=gmx0%a`|>@!Hr;4* zcXuJJmy+RfXUF8AjyS^5gRP;?FW~FD$9ndbck$3-B98vb1z}-fXf&cQ>TzHr0esvB z_Im4xW?mF1gDTXo=!D>(nA>?(V}byYm}O-dADw4t2e#}!)rRrm!v|&<1x|xy=d$fp z8}F^G|IN>GELD1Dnvyyw{6p#b9$mS*t}X=-#%P$%tN>c+BwUr@bz0rMo4@qk{3>Ty z-Up}-I~jbktx_ZryY=#_!Se81T-Z!Q&4INeg0oHM^SJ{3JVVkv!xm@a zqSjVd&m+bke;mS(qj>jl=kL^1SpLl{M~$>e!OdgnCmld%2i`u`vFh5@W;Cy?f8*y( zIR^&J&)wYw@C=IO=FRIs*qgR`ukIf%m2Vs@WG!3~RSp^bMCaCo0euv9^wfuF@*FUg zDylS*;fZ9=)u)~UPtyb~X5fd;h1BZusH6#)eFs+YY2Gtv{XMQ>OVAZgjr1@8)bD$G z2!R=KI4WJ=?ND)ahpe7zMu^vY#I#SVX=Em1etZVWl znQFd#`ekc~j^X#V`B-8YhB~#d(zm1g>UDcwtpc9CDVItf+28s`TgO}Qc_Av-o1S)gi$V}WY?G{ zrG0P^ATewN>7`ybI$;S3RoGRP4nH}^ngb0=ao0f(F|4q}0BPeEJm0`w0Psl}8Sy|? z3kSq}S52V>crOo;g|Q0jXG&e5rHuhRi-bASSpZoZkscI(Tq=Um?Vn(1Z2Y|FE_W>| z+3V{+lwv28ALwbc{d}R?)8$MzK0aP7U>I0dLEnRCgCYckgbzwf`CATt)0Otry&ip` z4I}=wHaD=I?2BtKpdJI_gkCp)Fg&)Dhj#Rn6AXEu8%p0YWjua=p(#B|ht0{#%Uj$= ztzN|humd(ApaYQsG==8M3L20LTPXnM^GvdF&@N$P<$|sZ6u9kfR&XTDvT3-^P?P`V3*_Wm z&5x`tEtyfcXVXRW`t|F!FJFk@vU(YJ3pAm;^;!*~qs9QP3ECU?b@%Y-J0uzV_z@Qi z_xuOImAC6X?Mlp>X-OERKV7!si+gtYZVqU|_PA^kM04Gr zJFDY#C~BApIdTE@hv4tuzaU?5gOC;zTo456HHfgx_a8jic#q4(%*#s%^jsNwQvU@_ zm$v6Q}a=bsA_>gg~o=eJiH4et@Eb!TD`C1w7@HIY@8lsk#7RT#l4hU zep_E3Sx898`qowl@YO!R@t`d+J-{W2%+J5XDD4+^`EKtNOvXCD4eM}^?ZpA~mOp?b z8x6Hz9Ae5{?Ka7%SEQ>Ddy)SZtQD%I!!H%#Q#YF*cf(HI-Q6{;ai#&rV`*pi5L}0X z-lqiT&v(HKg(>t1E`xQ8y&9TL*Ur-5z^W1f0wRr!?*7YBVil{O#I)=+Fv9*Lqx z66!qIF3_7kfWol8@sTOlW3~%)%xlnBH(%BOfQ=j@ybn-=zYS= zvw;`?=ld(HiGU@36h^40@+m-9*lM;!Y2iL-OW$i;OzIjMSXo#w(2@W>%#nfd>OH=D zYZLLX1Z+}Lv~b_b#>TWDUdBQBPQ#zl_Q=*gS$-5d(gOI?3V2MN*TQ)ywF-E(A3lDx z>5QQ)Iv>-%Dv=Cde+bWPJyc-@uvwSG#-HJ$V9fnrld{2wQ!pJnp_YUI-4RHn`xg4I z3^Ev4jzoq-^P&n554ZmNBd^Hn98%E55O8{2|7WzeylX*2Q}ZDZPRHfK4X$@0tYPhnZv*s#HddkCV(#KeU4+^3{-=eb!TNTCO0z|__yws{iBZ0`aO#}A!G z??F&6=sK{=jF-M&=*CbxIXQU<*r7ltKLMmHr*MyXdPMgHn`%N7^g=vBLPFRKyba!e zbA(CXk;Zsr0{)DEkAf1q2$V9o1xsNeHINzuJc)bD>8RrY^Q@B=?+}ESnGD|vGC)-q z092!<#P;&A4!ul(u2_6k%iNr8sqlQYb265~=;$aRh{Y)IpSwcpZI$`}yahrqVbB&j zy}By!<;xdkP|=1OeanBb_`!3RK6m>hHun*F7OHy{Xy?TUiHT8y3PA8uWlS@ zgmv}x4h+^Rcr2-c76O1SbhpNOdeq|>uIfW)qA=VmGi!_}FE0oEwvYP49pHqRVSk1y zb4Tvt5YxUE-hK9CYvEfbs(V1w=0x8?ZLMz-&VAtj7g3!TTHjY+W_uQjjxte)AIhM+ z+|Ip54EoGVOx*juZYBfbao50a0zQ{mQCmyJ^+EnSxQN#K>(lLheYZi0j|E}O zLtbq4C25S60y^ITqOk)FQZY14-v`82U30noBwgfpMTHRTiA&&PJxohW1DJggfMt(F zZxhbepg2jyEuvWMd@TkmM@JqWgEBtw6ZEI#zr#w9LuaA_&#%Z%6qsvLdV0ZbJ%}Q) z;Lw=%7wM^^E(d(#a|t&A5V-Qh&u580G^_EiuH{K4{@v{BqSAtoWALOuW=ukNK&VkXN;?v1=e3G@|QCoroq5p;`euZ&WK z9&g}2dHS@k*g(+s?%i3i9m0T|7U>q=$0z5UntK1hQOS6$(U-*4)fK=`+~Sy`+1C1c zSXNe6S8!r(n{tM>Q(09;LjJfaHk&W9nvd^)6V4jl%jEkQ<0 z^+l2Q7myYl1qFpqy}ez)C((vW53&PL2N<6Zo;{;Mn8C@Lb1Rd zw*z>vpgDJYQDC#0UDwd~08M6nwQ+4xiXvm?N?0B{xI`;yD8+&yNur8FVJZ1PSpZd4 zX!F@_lPys(G3@}$$tWlyV7N^Irj-mn6qWK>jDXQ^1)dLT!m_flZGh$$$0WxHa2Jn& z;D=RDRMh4kOp+P!s!;bCBnRD&ERe>rVO1K=C*p<8oNWRxMyFT$^XEmxt}anSScW&C zLp{pQX4b3Pg;vYP#f1mB8XFmqyk*lBrvRW1B+&4;cfS=ynmLTt@Qb^SMWGx8z7KTk zFjxstUG|N;+*w(9%3z$M!cj+mp^osKFVtgo9#~H~HQQlg`7qEXbwi&=7Xt;#hK=`J zDzBA(za)+O7~%<^+A9A0e<2KZV09uw8b~x6TOcaO6u_uAO+dk?xVU&{1Fj(4PjiSO zo^4EABV_TlW ze~`2NWJ|O8ME>KI;{EOBcxQ{w{52QbqnI^767F7JJ$o(FhY9$W_*^7MBO@cJ*D>wE zxd&UbdAwq{B}Q{{^wX|h(BZ_jn({fKgKhq1$@OL!FCbN32A6(us+=Wi>edo3jpaX2lycX1G#rvp@-WJ%Ga)0 zPql^Dxld!ldXU09;58^~`uz!A6?3^}HKft|@BQ_4cfY{E4uC-xp(kRf1kxkeYM&8u zdVGM+G1MOij{&tF(Xj_zdHXrrCAeI`$@VIJ8xVBo@dirhEC7?9{c-^H?E(1whNXOb zd_=$-ztpaRw2C@0=5m3%L}4@1=bmZkw|^SoUgBK|=pn2rpZU2bUKL!fdheb%AkAAB zeL22%ci)eW#@E)-v9iwbJzE`Wkp`p;Y`$Y?Nb;N4v3K)C8g77>;8ahVU@rK8pFVvG z13eP0DtMUEpEvTfOUxQCg2GZ%#i5>R2@}~5q>#)>VTT{=sHKn_1QQv2Up{{}D32&z zo`<=)x#paLuT2#3K#XVO;5Y~Ud-h~|+Z&JzF7S`M5VE@}uOv*&&{_s)nw(7GJX%A1 za`$;5FIo&Lo;^gM!WumOXgnVzGkql*Pi|L@9x8C1s`v^u)=;W1q&TZnmi zd3B-nXq0tPC^G*iJrLkueQ7jpZ^2fC2HMp0%*=gI3LJ@cOQi4L{j|-Ak$fW$l^_w6 ze@O=J^8Nmnl?YtLNy8-X24#F^3oZ#`_Kg&tgOEqCp-C)eOOzylf+Dp-KS%aTBUCFjN|!VIw;r(Y$vk2FBeb%&t{ z6^nX|{^r6O%F6RYXIbiah-8TAi4P47zer`)_fQxE-M*`1Mspp*V7LLA%)I6gYl|jv z070UPBnW;m(Al8l=2d3`dqD9wU{>Rs!3};JtSCSPnWqiD5q=&tZYoeH@esgu366h~ zK?*Al76)sWlamviHTYAlq!9yZ|F2j)fw1#0kR@S^v@m?S@8ooLnZYrZ+7iw|aJo36FFi)uQ9I0|?L9nQlK_-K)F!lR)Bos*DlQQ7{ zYyg5GNkGPaA-ZU99m=8&nplPFxD*ksD4v+pFJ*aoM8Cu^ymlgh5b_#7)W#r4@x9za zZhL8vq*%XHJ8%u2LGAkW_wcgNX$M;-2ZA5zSA7K>f0Y!9yMXEfsz&Z@U-$*#%S-61 zf*@5+PL3t8EEc6mia-v=y*>Mj4I=nl~5blzwvSX;9KoyFjC z@gjluP#7G8mUyvhqS?8MBBfTz?3DVP`;5~Nf9D=n-~uTu&N7hj|6bwF0w7 zaR^1Afq?3o70@!_u3%;FzM5h4`G+84P`(9VgCF+Mn~e!jbznf#0)j4P1SJY0Zgs&& z_gZ!?_Ul|qxq-pe8$Swi#NqBraX>kII*J!Zu6Uut^~sYb70$yV{lx|(AXO@5Ncp(K zg2y-D5>bZ%n_%VU#)rb-*IqNuy%yhZo@UDk_!vb5DJrU}v*oR)?GUTNl=mp811GU! z=DS>HJG%3{zx~h_POz|IJldlwx^d7F>=&@cIQK1c-oiq7ZJzPMh5G>CgH8_?XxH-I zys?I<4&I@G3?wO{!2N6Q>EZn*)!f`%&6$ko&O?+02~&D>ej1>Vimfd>AV5oN>-!)J zz+P3Dy@LxirU*?^$mtg!DgXd{>VOR-+L8;)jzSecmA7kM$61LJQ?HWou1X^aY^eC+ zA~RD{RM3Rh0#F+lRo+R?Qp3#SupmK7`BGVXU*Y9wEv~5<<)iTGoz&~>F?*xcIxlDM z+MP@8Gh=}SK>}!n{bgn*rA-PCaO%KHU%Z$%0t+<2zmW_d+LwQm2_UcP>{uhbyj*Bs zMOMA~<>v9e6aKhpA&wZ>};xrP13;_`Lic`017N+18zwS6ZrYFx02^mGJ$ zee{xBw|boj?I7|=JKGON_bezQbsn=gAY-B36*^6hae`mI#xvCUZ3D#z*eF7=cWt7< zhqo({DY4#bAqPe>D&s&S2etX!JBOb*2-?vNjf_y2n|1@8H5C;VZQx9kfXD*sCYqlE zQ%Cvd8_f-{Vl2V&^8720QdAE34`3+N-m!^5x|Jhy`)wO9$H zMw2&z+h2yn01F^Dc*;C|w_XzyS%20C&B4=UZAEGTsnE4qUtd?Wu+mTZ6L^H2xUr2I z)IeAh70miejL2brc9#DczTBzzK5S;J4b(!JP(Vi@i-Mk7I>PcJ<~Q82D$F!gZUSwv zsCy?b*#C2JFfc3#jER86k+HV0W%99m@yu5xC)9}u6441SANeaOn)g^u4wk~(faD}s zNl6K6p_x6(y$r}w(tnd3MXr!KTap*B8~@41?Y5QMQ2}UOE)hr?&qq_aT=Dtj>z{Z$$t1%Q*zR{F)wn z64A;VFQW(^{jXVV%HHwDwzXEQjg9i|nORD^*0VCdRz77_RW``@2LsFDMlx{ryk7qtgJ=1RwvFm4&sQ2^!J$51nmIEsk=v9Q5)J^ z`F8|RI|KyP^U8ob0IqLt`X*F~5;vZ7)kM*!tz#l06hHs|01|;_M&E;ii_UDBz?zXG z(9*(dYb8)J1o9&)%!lQqZ9s{p%Z19aU%-cdf!gNoTm_|RW5B?I1>ho-1GR`P9x??1 zW4!a{BS8@z8ygdXIKbx3I8TOGzx)27mRYjPDsDTZRD?V6W=xi6Z{(y%-y^cb=is9CIQ?O`&X1wEQE~6|R z;-pOW{RL!@v8@a_2^bIsxDQSVG(D^vpj1m=*(H#4(VZCSG z2pZp20%^Lx+xVS*I1D)mRL}u+d(hZ;6&7Lx1O#i)V8G}W)R#uHeSyInGb$(!{PpWs zktzgI<~*+eP0MgI140Dp8b`anzP^2MwAXzRsnjI#5@txsqbKf9rojjy1L3u zQ>zaji!IiZ(q=!-uWtw8n3#+P3EEb?XZP2`v9hbI|RUos5ZJ&#-a^DON#`v0-&;kh6&(-prxvcidz}v1#`d*0TMEEa^e6& z{s5*5DHWB$YwE(|f2T2|E+tW%3Y9!mna+P(r7dl~_pk&&eKqCAI>HY|GSVHV`w!+g&%>Fw9sqO(aZ7&|j6F}dJ00&IX%%HY^FIJ{Ra94Z8dwBB+?xn2kMerZ&4%tq-B*%VxVsK|66@=&rOX^atO(hk#&w=( zq5;zbweR1+*!uIw9tne>N{!oO0;-n)AV(bw)MJ5egMr8%%#ou?12}sy+UiUql1f3M z_E;VgMujMdf`Clc4um_Y)Wm*S2NEv>L(-t}dpzah1r)M;a2JrXB5Nk4--dIc!Z zINxo!%C2Rh?_hs_3b6jUF0a2oI3PXbm<$M+8pv?(mKQLcPJp8W-4G|%!!Htt6qc%= zpCsgWj4e%dPf@&{Ly&)sxO4XGqc{$NjZ>7RY8a9GCK(klK&GSt@bCd#H6MoaDHr~& zp_P$Q%2)Z`?HjOzHXw034Oj$C8+iZEcPJ-cI)9Lpd?DWUR=O;>90hx5Ger4S2B6lM7<9z=5J(nDh`O zhb(YpVWC6I-XgyMD0bjD0{Y3-SR51!cD3kj?6S=+*&_dI+?uN zefIo$)j~OfQUtZT;OJSJe~%B2{R}3Qk&%&*gv4MYHvaduUAwzj-3eBO{nWpI9}cu^ z%C~CKGQ&j9!TiUj{uh<<|6x-9uOjCE=F1=kXuS|8217M6KAzar)D)HZAWyPz^bER# zJOndkx)<+(VhA!uv^jei$TJ;a`=cTsGo(6U8i0_jYHV!WlJ&N_TE*HrXE77!K1kj)Dvg&9mKb3{rsgFKHx?Ea{}6PkL2a^QV1zojU7tfG6IKslY6O8EzLg;W zh6rfNpo1!*g#?E;niAFlpG0}z5DY-P;4A~0gn{OaAt%==onH(T44^u3XlN*SBbL8P zjO-_xuAJ`Al7La>c%lL66gah^SDqykh=V--YzzP9{lZbvdvj$`pt`7sc>b8@>w$je z{}0z~{0*ersSmb03BAR%V08O>1gYYnLh>6B&QMtuAeU`s^h*lMLy4g z3tE9zNIMU^A|fx(uF|HLpRI!$LgP3Hv=OS`zlZbmCCJG3gmouUcBGy|1%ju>{9nvz z?5pz10DlUS%@u(6;a~tgtUur8Lg4lv403XENY-3mIvNQ;#>d9ipCd!`dA%$Xsk39saD+zfyZ_EO! zM_~_1;aCUzz2%{B(2}e^YKgfC zmrY!`{2DHM=FD}DVqv^>PMbB1_BUEpEof&S^+vEG6mg6 zNF>0gZwqt}A;?1lvVyLPfjYHd;Y=?r9W}Ib!v6Sy5BfBr7p;w{>C2HN;1%dGBs&VY zG}-NgytLVW2M%vf{J(PWP#DS{-7tvzp1}Gavh|tH;;L9G3_7|_uS=J*uMv-bc;oi( zgOhs4n+f~Nh;3~P(rR5@iUM3+&zrXPvR8<%lM2C|{vFFzeg4_Pm4+tfZ^7IUmYQxi zymTig9mH&7E}Cd}w;=)cgc?KOe~pU&%^v?BALHMbe_XkAsZ%oaKv=>+LzUyBl_h$G z1;>8m^qAa!fIv;nPmhu6(u4STYa#my{MXz62tkhL^ja(B=d5b6$Ipwn2=S1QI{aAD z*r07H&$n0E#k4jD{1rd1)P_>RDDTzxSe8fkI=2)ac+;pTU$v@`|pRhN5<?fD|2ZYw zEZ&pGdwNY7(JMxuvg_X(o5%L+TAl=SZdrA}8o&BCA(hKJyW-on7QzxqzQ2ht%N2J1 zciDn3_#2BeiLaC>vE-kw{^!<3e0TZ4)v>&Tv%LmyBkJFBrd*j14h`JFQO-fnk)gHOz8>%kG0<_lOhOoZGFSH66#nNT_ayUA|@&N8U9 zbzR#S`+VJFlpf|(4C_KC(^~7dSh;RO&an9p*AfUhuDRUvIw8G3d)NXicg#40Kp!&W5wIyp0!+F;);Ew}`PDTvVg zE{J9KhlUJ4*^0b_;0jn&{vp3XwujjE2bcnAiUbM^W-+EgnW=w#5`fvi`B2UWo}FG3 zd$q@Xv9a>tOBU<~K$;W6Lhs=i1{^8N*|`kHJgP_v-CH(9+CYCM1EUATM5||;5$B+F z@uYS<3cu=$1O{f`y=kVZRR326Gu`CI4FUul0O4={caLoAGPn_FSmR$T4uNDISd1y` zwzhT{VGasUS$NeWFNEmTXTP-I$Z(ra%DMjL?95ayHBJ1mi3sDwHH)Pr*TEs|!2|BF zGQWKx2DGgdY^Ut`cz?cNgItS>>5hz!ZcqKRWE6Z+&2|aSo-BjM3Zx(TXLMdv#G=Q{<3XA3X%Yf1&s>>O92l4 zeC-_|O3*mr2mzX^;?XObJD`EsLi)334#_W`KTq|W-P+V9+AL`zSL;bFpLiin^Jk34 z-SY_?&e*I@O4D`t(zwZa*K4~nxE=*EdBNP=4{4lq?+lRdHEwJz~<$jhJT}Fd2 zrF;MYp|*L8g$Q+Xaey$9QWuzq?3U!1GKHj&lO=_WzQtA3z&14vi^79C_V0^jMAKO| z;GPauJ5hmVue-1Th~s^GJ0?O(N%;^$Y-r*d2_um^CM`9tMl%TLX&{t@q0$GO!t?%> z&_pj=vcKaBsbn>nHkr$ErQ)OARnTR^;%m; zS=oDD%1EKV0Hee>&oA>bSzPSX>0|$?u`8C__A0|v7D!e|H~V9PwN1OJer}Z+3HR)> z+*j?En1&eG=P<;acyOX*-Q@@SNN=lD2UO3jK_HQb5bsvp<&g>&A>XnY4CL({?f}oK zoxSspx-qGO2FLMHNRd9gFGZ&dDe|W|`(?o7XXrtL@~1keU2wO+!K?K`g%IxxRuV>->yV9D3;jSmpxO zdJiR!hn(4xwdFz$K00GRdfF8|7Oy`#A9M8r**yD);#j%J^LpF#I-PAQdJ5}~mJl~F zdP{Lu(CCd3VR<=>{8E^>OW538RqRuqOs|D7LMr6)u`4id zbA|=(a^Z}zv+{guJ;QVwnC`E^mbcIql32K3?KF^uvO5>wygD1FA8j2d9E zw&tQ|j^z+)agEx_TYV`nu!SC&8J`mo2^b)(^C^aznX|d}_oso3=xkR?i2xJR)ZF#X z$p~y_N$NW9!Z~5>&gzinnVb)YJK=Y}!ceA6(IS@zVhw5#dXO9fkzHUX5F_bAR+#$S zs(c(`-PrDXuAM8>P}No5g)>p%Sr&iCo)=#uR=Ek$TKM}Oz86ut|JL}tloz8KWgsUo z5o+O)DW%6JrHQm2F7l!p+GNNPKl~K~MPuK-kwD<2-^zC0VC#2`g1C-0g-rk%nZwr1 z!v8Yn8s3VSTzfZeix4akw(wVK94RvzLi7 z4Hg%TjY@hb<_5uhK_gWP%9Kj(6*EF#o?ePk5>{5e;xdYJd{S#|m=KQDvl{s2OW4;J zl)mSadcyzMTfVnRiE3BC@NK{) zMMH@KO1y({@nD;!@#~lpkF_+Hv9acCDjqWh?lDa09_(TqzgX2azL%s3o+G5bJ~8HL zC@4IRkE?pL9z(8x5uW9o#KOh(f|brT_X}$_v-<9vTU_7$C*)jz-f9?Szv;PoVro#9 z`R4QI;7=^|-!8AJUgkf#NKa(@*?M@;%Ogqb!P~pIZ?w+g5I+&_KHCd@Nu90g;n6l$ zU-k8u+|iqN=Y&8D2FUmT@_y*f0#-P#e2x~kdL3OPb*PyYbz@#?{;*avmZCExk8s7g-j*N z*$#_SQCWT>6%)qB#frUny?E;WIr)zXB}PS5gJqw!UnAf16GsfWwvsu+z^M_mwy_}} zXM!W}@WObbKDE4a6O=P3$9b}Umz@>YhW==<{w?3=8&KOsWQV_M3fy{dA7-u3#$*34 zS%NmmQa{Fx6m14#yVNHFQxKW{=mw(TInV`T&tzbB!$}JHSBeiQlwmBo^tv5Dn?Fhfu30GJ>h+|+oB4;2D+RJeE8n+0( z^#rML93Vg}g{a|V&meZFmyeGMTo@(!l&^*<4GgmNc%MCK_2dAOq$=+4M56(Zpeo}R z%`6Yg*XI~Vdp#;ksr=eqG0Q!X#BK3(@|n_ard4exlf5xMc6PFWYXqAWjj$ZA!C#Dn z;%~rhpb-SwTX~ zj~>Z`Tvd|4BbScyy@{saZ+&=t)z>wJWvKaZ$L`m7sR@AkqFfeM$~Rgm0u4|Ojsv=? zPYn+?fnq|8Wc{0*e5vu~)8&qbgxaT_mXC+$Uz2qAfcv3r34Ra!RSyIpa9lX%my|TT zt-ISX&R{>RU3O|vmQ140>Pb(+s8&dcP>bDg;p65uH+|9;Neqd`JP!Asi&Hy;daBn7 zg)fG<{=nukHFV*#mAygU23{|kPV+n5<_1#m`0`yXG+k;`WgA{zE=b-c>Nq)(jD&2( zCtENtHF}<_^Cj`y{o*|tO%BH(ofmrf`I(h}i#lCgpTl1taoRlR(sO)b*KR!9)wVG! z;(9P>5&m2ZKK65TT(YMuVsQGMF0ZitF^du@HFXsD{eA%fGvHT#gs9H#LTwH-_GV{) zFV9Npx=5Ktnv|t&ut6EZaRW)=;c$LfYBETf!t?or+qE*hPRK;!=IriDR7>lZqs5*4I(q{JBxa7ZM1Sycg!W|8>vAFhn|Zd_-+s;l&V8@=SpQiiANP z))Hj>eb6U`L5fP|H_?YR%D+x-bbQiHIrWKbppP^u?_`s3eXaFJ-bm?-MSGF1uf&Em z8c$;DB(np3Ek{HLZYL#qY^vTOom$8TIaMwXe+oS@5p=MLfuN2!Bz_@WAln93n(#Nt z()b@Ae(E&bMvU%9JCoDZe5MyAPM5r0gG>D6>}t81AVrc@0od@1#LV$KK+~j1h1;DS*j-uYkFF~FGt%gbz9W| z)3C%)IAP~U;6y5GzarxZcEZHi? zI!0=uwxPwA-J3t2r?Mz9fVx{!|v8^Nz5 z;z~o!8jypn;`mPOiNKoz*5hN4B$_`{Q;t|Hpnp`kt$wt-IehK#wJ65&k32#&g$OU8 z15PBuNmdQ_+-;``(+lxi3wa#TC2Y(H9)8jaRqV#<2xWY(>bxV!w-LPIbDvl&W|juk z`D>X%v5jj}_tpTaw_|fNo4w-_@?>}aL;6%fb#KtZvjvtnimWKNvP8dhPVsY(x^XX^ zICguxu4-N=2~+nM=dh=8+gc9u1r9IQ-0n?GXkWOqVqAa!w<+zC@V&-bd#f8bJ!!aA zcW<85%gVMju63_`CO?=lsZ$h*oM88V7ZQiK0 zmYF8$TmPrA{?aX_tq82;quE=?0+Hzlt6@d<;-_uZpBm$>!AF~oN^3(Q*-HGzpN5`6 z>+Ol+TWeekyZbF{(Bfv@MfW@Y{@0(>I@7o>B(U#hTvdky?sOtHRay*2`ENr*jciih za_%@R>iWAa4PX`N>oLUpr0`zi)u!O%>R@vm!0df_n<3?NdGyjGjZxL71){%n&(Y>~o}uvdTd;@9%&;bcp3awj`8ssCx7xTVqj=bbeJkIb zk3ciE`c8Zh%fTTg!&T!2vGH-c_HXSEMPB%A-7(VQH4u1qOT;bH6uW6NreAyX9ez|y zm6o$@$mKhq>PiSGZABt-d2Y$yn9?obTJRrlctWB5d%W4{uw`nFCl>6hMHCNi=& zGoNy=d6?>FO1Jf9{J^AU6rhrNAyJ&readgjMHQ`Aq_%_cL(UH067+rWpA50SD|*f$ zw4#q)YA}s^r#rOM2L~wOq|iVgA|SBY^6eScSQEDm=FwhSYMW}JZO#qL?4am-t9&*D zSu#2dVtI2%Yk7oq_P1$BZv2p`_ka6;u=dwcRd#LrKe}iU5CuV6MYEwJ}#f?f@MC=?mRE z?H!a6GDePE2~%$hJPyT^@U_Xg_mTO1Gt@9)o0AFfZFXLtpyPc&;!TpA%y*h9jd%QV zZCnLyD&GJy*039l#asPSuwHP=e?yMU!jMC5Xz8&1=+FOrOAhl%Qe?cdiN3HM>|Hpf z0&%n7F$z9;!sqNXDZt9?v~!Ec=3{qGcyQ!`#jHNM$!*i*_EFn=((UC=GVMj8E z?=)L%y!VnX<#*TbSpj?f)%vfmfBsy2konTyvSn?8^l0Tya@wk?-eIM+X117Qgw*Q( zB1k$M&QCp#j*q{%QJTRao3C>qXx7>x zXO#>7p_YvIbRV`#Kd@(z8IG`3SASDb*>&4YpE?@2!zzAy>hb+-B!8W%Ve?m%dkbmj z$10Jb68k{BTuK8g;-pWe?a~Jusw^jA+=~bF$!Q(m+iZ|jxePHjhoquR4s9mkv8wcBI*Y(AvCEVKGNAru@ zra(wJ+}iCLp%Jpfev%S9;v>SvZi*Yo(DgJWL7tB>XxZWc=){^^JJS;eGoHyxkHWNz zcpsnD*GgNA$k&TS&_<7bqL)#ZO(&K(Gxs#*F2980OYuJY(6_}C)A z8qB%l!a>U1*+(q?c*^M&w##~~C+1@&US8Gvs5zOpcS=I|cz}P>0;g8RV8x&@H+@># z87<3%i5kq8jsI%N7kdSTdu4dJ(K}E|!{F$zn&lf&p9F)eqhAX)EiWqkXL?~3v2%=6Y$w6RJ83c!$8fu7O| zr)IlzO;}>?J1AKB9zaO|V!fgALXaTc0tqf?A9yGT5vxq-`&nq(5#maxPC+xB&-t-X zwyU+}z+IP1Ro>dJ0tbCCBb}e9+DEk~JxPvei z_Xu+Xw>OXAh9dvcpvSuhF-!)2oDx&zSfMvGsl)W2*Jg=g?uT0|2-|fR|B8@bUC97> z44eQn)y#r08nzCrlbWCr8~{zB3u3wm+qlB>z2^Bn!$Z4OTsl#8_z>$;_NIh}Lz${1 zZ`zZ%3~*yPqc>I3hFeq3Ki%tEW2^JJw>0P(6_uGfQBm~jTK1PRoE@MSe*Y{Lh|n^R zP6`YfB0v@X8N{p_A-}*ME?e(?++SoQ4c41kw!-XJj{e(CfvSfggWO_zqa!#p&W65Q zKeNYD`6>Q_`a~yFF$zsXL^ZByE2kS3>pa{cNAkJe=eP6jxzBpDnSw@PEF13eAFQ54 zC|cB2^e@$zcEz%&XI({H*ofLj1~zxd;0vpFgE!^@+7iOA1S<<7aRY2mn8f)J78$#S z;@(~OOV~<t)eam7cEQ?WpIDb-%EYs`pl>%F57ejN@1lFhqLGlyv@~bZK|+WhHV2l zI4O|U258YyD3BJs0UxB+X}LlSO8^P?-(MqHDp-hU9nM>dO*+sFDf}Qr^ZvK`HDqfR z)TbrTkEj?=mUxNV50*dJYr4CCG_PAkGlqc!%ITwo1ffjm_#^9O5dEkJMKTo^H>S(& zW0(Nxg1N|2ZLidlWB+^tedGP^OdajcPH@Z0fH=kd8X>nW7paqji`19f(N=*1q}HF( zx?(@Tc?P3O*^0E7R|Pe-u+COF%`T14-ouF9B_>}OjX9#eTny@suKt?xb!WcJ(z z`~+oH)wluu$7JWfYtQUArccO|lIE4O`rT}Pew258No^Q%5eTwM!4vV#cTz(FjOJdj zn1WL68Yr}Yua@9CiyMdm1{JwO`8xn&gB|UO1CW6jE|S#=K7$noPSx>l-b_(!IZcIr zsqB?%r#k0l))I5!r)r%exlrL3@K6Yxp4f*E?va3!ZM?#k8n{3o7e$nHNl9KnN0qBR zO8Q5J0`Fti*~;M)a|QH0uxJxm%+63Im^Fq|7Oza}+A27kY5jo@ip`=kjALYk%b`mi zSYgX~QoPZ=ywdfaQv4_7tRHvU7dFiZQ1LdWYVqd2O)#RoD;q@U_`N&6_tNE1I02~m zbfmj?VF>e-({k@Sm~Z3vPo|PttdX4_knT_~jBS^(35keg>aUm31C_0cS%srxWMm|d zc{%JG-*SD}^{9OVzl&-A$g7%vx9wx6%|fd$HaS{Es%u}`V}Zx=uD(K@Uj;+8vCS0u z(VoKG58{BPz)vbQW&CR+YS+`_wHEH{m0h|-5FML+u=#v$!)74PdByp!4AgOdmb=nH z*64pnHc7cWht#YWd&aBJmnk@X|9*HdDm*Rs-@fy!++3wRoG3Phq%=>l1OI8p6JSW5fj*%@ktp zJZ@V*L(VHA$+WMAJ@`7C;)i+fWoPOiQHlHAFNRq@t1)YvBolId%Zn&v)eCzWf=q^r=(rk#S(uK&q=6~H@*8ITM z2&l8|TC6++*uuoMw8Y2yP>X%+a?D=ZAPlD^7%n8PJ>ha#B~kt+1VDhskGuyy=XCck z(};7dE4*CK6s0P`=_G0V_>qEw5Es!F<6OS3O!ijVYU~L~BN_WgRHoUMUN)sh#%1NY znl+0Jg?evjH0E|kVLXVzm+I$vF5wZ?XXQ)L9e3>yJbyejLsG6$8x)Kq`%QWLNKTPKuP z?G)IaVUlylZnCQRzabcDHCBL@0gqJ0$vzg13w>(O-fq-u`wkM=eR%X04z`ERT|ZSRLM7&Ri{9SKQb_0K*pYKrd96^opIP(8f;D}+@QL} z*(<8=!2JAR1LOQiy2j^jZKIp(7Ds*n@|E7~JpNhwwL7c)hC&?X(-ch8PE@&7cEnqo zH-o(Xhzt=VO^$nua$su2*Vos_Kc9goQ6_5D;F}xttDFR zd&>un;JLq+cV}VyTl^S@ASXheb78!}ZrZ=rBmZPlUtdyPT>zv=m$(bfMtvObsh6=7 z+27phU>>wOIXfJrud<^%-OBfW-U(zAB?)+HmOfyZ`oUP@SIeX*PMJ`-?=4$U4| z$T3j$yrYut0ZoQQ*;E0ZLj|7*-DZlV&8(KXvqkBroOV8kN4vaS7Ljv?GgzIMH@Mp0 z$acjJl6(}*U27i}al{-ilRJO@mROUPDC12oJCCnef6g&q5qRz5(HA#*}^G%h0|N0TYq-0VR%*prU+~(k+#JK;4=2Ds(r(D-Jxvn1Mhujdi!*Sjusp9R z3+<-~brjlxp<5N-+#Sy+m8pOKSef}xjt0@u*1ZWji5Y==11gH~^qeX0sJl!!N}l3k z^?$1z9%DDqN9U7s`p+589XpQ2$|43XSam#}NP3EoUG>R4k&=Q&c4E zO}?K?FA$`fb6vTn%*FWi>#T@YA<$p_S?V~LYqByPC_S9vFZXrbz5+Fc5S=v?)LKQ7 z6%+ry5@*O`G+fyIt35irR*(z=(q(R>8yW$-IQZDf_60Q z*FRS^S3I{1Ri~I?j9~#HkfV$LywE)cAK)^8KkU74uiR+ELz_|(4qg`Vt#!d_I4M{Q z9)>pe*373aCvCM~-}%x?q_CjhxtO|`21}2repHly@z2%vs0v;Fi0&U9a;?~-`RuBLvOz|;0{=NrA0_lX+SnP;IFgkV7I14=M;I@!~&Tb^9u8_;tPeic2+i>#l zAF^JuJ#c>9YB#5p=+FEV>iEuyQm0c~EFOo?YZf$piS`K^>=eSi>ThMaW4UnbexgoK z(<>P6z8y1&d$m{RrOiec3}RMAvVRBT(C-Y2%{K&m z!2pqcCTrqzaguUMNN8fD|IG6*>d7Z`>^RqR6Z#0c&h+M1%xI>LgZ?k7SWz@VadF+P zwm-FEr^TEe_O8eC{}vNIT=@#UMe8vWEt#o`rD@?+f_wBV_0$v&-4l&QMkR`rjo{ZBtdGhOI3H{bl01yaR-%r-rTR5Ok{V2>K0f!lyX5pc{fIw%VV*wMB!=ZSdr6s{?L8S+{s%+;A*80? z{QTnoK8VPb#E2*4^R4ZEWl*nI6LPpM+;`5c9}{{7#Vy1F-bQ?sayE%_RwToNM4{}6 zR?inN{3-d7WhZv22xp>H!Dx@>ZhE6#iul1je)lo1xgDcy(i=2+$V%DU3kxXvFBvPQ zUOk7gp~Q)z_smrPSh?LIAfjOzU~RctOfl`!98`lzUsA8>n( ziyb+4Iw_3T4c^nK-ul?S@=n-)p)H{Ilj%srdx==O;I26SiiRwf)gF|{ao`~2Nwk3D zhFS>Kmz@2sMJN1C%E{j-nduHU0SiMu2`$s5&6PD z%SsnPkKUpx?#L5pYR-jm z`_KADQ~m&9#z?M$M|xG&VoIe&l=lZb+|ED2gCN;tRL)N*dwbuP!+K$DBA5%V&GU3|V za@v(P;W`aYWuW{PFjnwEs@>Db=4^dXrgc2h$LVF<_eu;5KDE8gO8$m$4Kq${dQ!>D z*XMHh9-5rMb)&&+x3`EvCldR`CCP?;Zbhw7ow_Bxd|JoZ5Q$u~`iIjNO1vt46(|;Y_1-F1yIH{JLLnRNx!; zkalDgn!x307HZ7a#cIF5nMf{w6KV39=))qq(AIU}k1=XrJSs4kTWI1nCkZ9#dcF8H zl}E_$jpVa0EN)Fl&wo3x*?keuv$K|~s{G;a?;pgb`EwsB;u~FdQ}^|~V24o9HKaxY zRtzuDtD=9e<-E6>s}j+EN*?*WFX>aZ1a4s2jz%{9f(8~=22GftViF60MX;TgD|)Tb z#+{$2cXl2h^U~3Y5wqGJJ$uaRSxhY=q+!cJS#BBKeZ41E$?O6x?%~;)=PDrq6Kc9l z|KRdQ)SW@hl?{$)iC_-aTas(~ur1h_GOzI)E3lxs&vuw{pZ)zEc_J8g1G@GYNWb46 z>*O#ug2_1ZXwjuX{deF*!Zg;H_`YWE_ zYTN5zhOVWgddz99_k{OJy`!{QELQBc854a8Hj{r0+sl`qO%*08zS_-s{4wzv4J8ZE zDOZP7ebBz^?$P1o=|HUeSOV5&$rK^MdGGK)6P2`( zP(ycroE8`o%G3%v6wH3!I{_|6(Z;#@v`7hiK2KmcQ4+qnJi)(uj^nSArlp<~ym3RK zo}~wwZP_(DH)M79+irp-Rw3-^Y&|q|bq6xSvh@@Ww9LY^1DHTwOFbUyXXYf%|6kGR0$s@3|Zdw5Br8KP9h&dd(~%3Mxd zwhN#rVOGm*_Z)kgBHy*UIfZ{A?o;Ef=(dJ^bi#fqGPoTRMt%)c1+Z1A$ale_*1f24 z#VRq^q$X&io4Bzc(x_>GQ=tFBWT*f3&@3G6xnk>k|^;NCXAn@=EM+G1I~TCz$SlC z)nxul0s-=u7cHR>@*!LNqNNCeBf9W%NCN^?FCA_-1T>thQg^{QIt2*!1Lj*sS|1#A zwK4CviTPdm`OW+oCT$KSVSGd28+XQWzX#`S=ISoc3?D#~9bvgZ!|4UI1c6+^43+eY zUyt{1d%1m9xig_LL3Fxut;pdE6buB{?gG(3G7y7`kjCl(<$S6r%Gq+Vj1{;i2}^B# z@%(si2yV2-u&SX@06qK;ZAKm-=?e&5aY(yfZq59>kX;jVp*1_is0nkfgH(Isi?5F$ zFNkd?sHYkHS6zX!1TinSntZ^H);f1RAqw1k*8rz+;RWqJ)GcrdL-Wz>U0;=i^Y&O$ zf)EaDlO6WbF}^;LNqZPlCNW0Sc7vJ#>H-23K&*qM6vN*Qrw91d`o(8d8i$8q_z&MW zdKVJ%mhOtS{kDOsi%qGcvuJzqqw^ zX_5TP8a6*E5`XzQ;Y0KHH!XvwV$L+P!`Z5v$AQF212yHgu2WN8CvlXX z_gWX)h7PKLe6jZ8lVx3P>s{mwBXtc*?Q^fT0R~W#&~E8RMyVPEaoQ^4#y?zp&9q_up@UD2#9dp zwqwa8aId%k0o<1B%xHZ(Yn4%S&++e>*dbubKd90ZVrT_94(&h(Ok&c|FPpR`4v%rxlv{B{S>i+kShcK3<_{5_x6isWJC_7-rBvv-QXCripkZvbG6$lRs~n6Fa4yo2N1kf1 z?;|V#4vc7wd>uLa=BPW34Hr7+`%Aqz&=VA%LFGIvJzbAlxO55j3E296(=G3pV>@*T^ z6%(1J&Q7E?`FTTv(XQKcJg#g!W{Q(^7Y!E}U9paYd>P1@Me58TbE%oX7e+v>%#*U=Z`4# zgqEjJQSpAEvw7_NE&5M2o@7U-&YvG&gNcyxkc5^9>i+IzBB)keDk%u@Q_O4a|GCUv zoIg#zdF?hMX@YPZLkaY$FV54MqauF{^e|jiErfmf$6~(*b%yqoStyFUCx%PfJ8lZy zqQ?aBIQ=C_7cGjP z>yf#OLbi*Ced1VGXwld^%PASY;C6LlSHA>3K1)Up-BGI`xr#TO{w6{=mr<>vlS^B; z$#>PnN!Q1gm&vZJf^rfhoqNBa=U!wP?cG0;jm4o&AAQ%XTQapAZ>kLA{2%-I*vH7L zunSPz!+UH!M{VEk-nc#%(32Rz_1r&CJ41i$H9pdlTwcj7_*zY{z#+nyM zUl7QE9ZH6kAjsb*4)3-$&I>BFc;2z{T<^!CcQJs3Z9UdG-hfZ)Ki|ShEeo=~Df=$# znR=q`L}o!OBHWPGKw^g0M#)}=(Ys9kCK?zRk|Q~Mt?oSu-P_z;y=7bW4i2yO`$B?k zrhWwREfu_w8Dfaoaro?D1Y6?tDM5zjVJdUmyH2P&PmG2$reehehUp$&UeI+W$>lkp ziZYh+_u}do)BiaE1E7dA?#?d8jGx4x6DVm}l(1m_+jTqM>*$_ZXahe7SOdW^Id|$| zxS{o@H>N8O6UT(|t8tr&w~-Zp$UD+!?RH@IE`=V(x0hZ0vE3iVpZgxHV7Pmk+ZjB3 zNbbBItC-26@}NdNjsqiEB2L>Hv~+BAU9laCLb}_XEYIZS2a+VX1#$4MV0-(R+RWu? ztNty2e2rDnXDw#Uf;G_Ql!L)by{hQ1TXRbXPjtAb^CPALN-Oc)}~tRlQ2D%FVM?LQ)-AYBQdB?a%XbXA$S(81P?K}QABEgYq6h{ zlvAm91dNa;t?-8;~M@lr!T>XibDSt zuwl_mH}Jll|DxInL;CGw&6NNw$-}L|2bt!{$sK(RGnMc8LpHJDMS|yBGBm-wZafWU zNrmb>XyP%kU5g_5`b6&4^0IkCGsa_jum+&9eg6htxQLdasetK7lrFAx1Iy5K|bVF1VRm z_t1%QU{Tl^db*k@2V}sLC+DWXbg*!>CQhb>Br&&znLR_ps)cK zgk>7}mKlU@8Fl{RvoOuN>F9g6eS&KV~w|Mp*>RQo>PGAFSRf@@A4oFejG z4E{@4RnsZ*qC~1zlvy`!@-Ed4=I5le_vCq(ZcF87 z!w<8p#y2xR?Npqv_sI}EFl{}-C0@e$8V}agFg_-K5DUJi>u`IB4Wz$Njr><6N>^YT ze^x>Z^m29q2tuY7+FGvHeU;pRs?2 zfsLw7UM(;3X+BKe&9Q9U`^^{2tt$j`%iM}ewa*Sl3LRa&sI;Rmb?x%mceGLKYEfWZ@#pwjtMESOo)_R35x zt(~43+?7jbXTm@-8SHa({V;hyL!m1N7yd8b-SJr0Ca*hPachkxvgST7Z;8-Kil4lu z?gutBVf|T!UL9%1hs=%-X}lBn93*>}IlXwI$VhBMs7Sy6xx%yMw8?~ z|1Bc z9woD-+K-DLSnu%PQR}Q9a&kRict3dd&Fmdv#cZ`&&1>SDxNnJ~xo0A1O>frMo1K{7 z`V<@-siWL#vOU+7euI=-k0MJ&+7240!hyR#^Y!96A0HGbQGb@giqFEj#l(QkmG{HK z4IU>pHucE94TU&=&U+;1%tA2UH`$__HfFkTEP8gE$Y_c5sv<=O?s;isYB9I`kj~kq zjutac)vR)8P1GLpbe%~H`e`>C+XkfYu;%S)_R0V(FtIRF+Dz*(+t<>D1p9;d;}Ygo zTJlV@gWOEH+lI#LGfjaI-!!kixV42Iri`vz8wt?Vm-B6~ks1uTAv?=F#Xwb@64bi z{rg;Zla~L%?_$|j%rbV(1axEjV>xKTrM=ura#?3;>0)<8Yt{%T7u}jO`5pR%vRd@; zFwSny=!c0W5d5%AA485aJCUm* z-An3>Tu3N#A?gJjrQU^lywAoBYJSrC4-;2dTe6~m=2I7$geW$P_=z9C>X@04WA;2h zAAS0l1N6JFv{!!;HI>KhOTp8~i%hJnRK(vNSJ81EoVpxCc`ZbNOyzQFn(3{=|3-7o zOM|6#Yx%!9nsLN9Ovf=X7aF1yK&MTZSdeFS^M~oHXC#*oZ?5g8(&2sI7vSSjHCpT> zle@a9s&l#jZBSQ~$}8Eqr{fO|&w^h62VyD7$9*_x3-_ zAr}YWX}CJ~>$Wr11{c2f0mr`URyfGr?Myo#bMpC8CQuNTU@KJuDe#h}43;JTikVZYq_+90AOtgEW5!Zu^d zsfWr^21Cn#RQ2aif3u!NNVI{HoFVY`?Lp4t<7Fpy&EB%>&j(U-(lnU)RCNvu4Dc%K zlzftMc2Bu<1mNl?O2l43PzHv02golQJEEPa?`bqB4BYpiU!Ewp#<%C5d3k8}@9>^i#jqIz{d2fz>~=Ql zTn)MT!?v6F7aG+itgGz$V!zLdQ2A6dGl&m>lcT%r`g8;>rEVyf5V>m+!Lb7=7hY|E zkcKz0AQ4~$em8GT3eF9rm2LL@kR~zU<^~PW@J;(eoVy_`obUu04+_LjSlFz3?S>5) zMt0!YPRT!ro6%*eZqgK~Ma)B>MNHm6Lbr(o@?z+!@n^7;CAfAg2n z=qeG*4+^Zs09JLB`>=R)^wiU z@B)@sjcZqL5!oGXVf4|7N$0=a`(0r@WbA$-Up)S^x%L#glSE2ardIN7sa+{bNIRSb%YXslGJ z_5alZST%Y5CTkoSIcX^A3_ItT|x@Z39p1y!-CA6pHe77;`Bf%EX^* z6n%EtgvgCt@^R@y>Io*<1V-y^W04S+AsC~s`T9hC7?xSZZg67imhZBCexM8Qqwh1K z{;~Q+%j;antERZfizDUVXsM@Qe*rCF$B0%UzwG5XsyIWhUB|*YGqJrbLTOU>FP z4;N9$%Yqmn5Emoi?ZfOu-huTY=3i&eaz3K#hhq)z@G2X;q`7MrD`Y1 z_jG*mKR9GC0KC6q3e|$B-HhVYg81oG*z|X`K6vbv%y~x3HCnw$p$pC;Ges?k5I7mo{oKMg5i9s%?EGl-d2M)RprhQN(Pg0>LmGm?E6-v5pj@2SCcUMPn0qq=c?mt)$5_Z&&@S=q+GMk10)k` zMi_Y`z&dV&e-=;@N)CPyw*kRd@eCHgLn-u58Op65lGIse4Qn7 z(fR*pH(QjddHYXGiqLH#^0$#!MST7cCHY?5Ki{e{>$xiI!csO_u4J8+dHp4rV-|$d z)O_>q51#CvwK4Un@Xzl~NYvfD^Pc<9iJJ+ol9$JGt`p~lR-(nel$&^0Xe6OOy0Co{ z;d?Lx|5lkn8O^wWXSk3A(BKAV z=FkFz_jwm1f5KcHn?^kM9ln?}>9R&w(Ov61y z;F$BkJm1;fRiTX_sj~G%fUL#pu3;h`+twr*ccfL0rW3m#H=Zo`kO`MqL<&g$2R(q97RR|pTcu~20+cdw3p zC7%DcFMY15FLfTi0YRp|e?XA`%KBhqDP&9oF6-QwbU6!W_h=(!=6zIKoMS7Um~3Vk zc0WW$0*d-Oq#5-?f(J?xf(8%_8U_|_y5&uPs3BloV6Mh)82_A}h8&;d6<>(+2s>LY zU96AZ?~`a0o<)V-NMv%m&P7N_ds({D&f#G1LFS{)ItMZNh`zzUzTVseC%k+A`^LpS zqN2|k{82~*tIOsj83M`y_%#w}01stz-{mbZ1MV&Ny$9MW3MGEB!4K)4L=b8416V{z z@&v+L1XG5(2gRC2!th3-nD%86YFS+M{LA4Kw*}8cv;zU;b;BhZ<+jof8@ibm052n; z;9AHs9k2CpK5dQ!nnGhohrsGxpg9AH|2z0NBJapvK}46xc!BVyXSA=VK-)f9jy|g6 zDaPW|#rzS31u5KIKM~fK8yq0rLJ?B%+?wE;h0`d;BOl210CHyzS!#*OwQG&3GJ_*t zyQx2yx30KsvI(Bb$Es5yfIsbs0uo92Kq!Pj>vS*|@H38|xxb;|r#@STG`#M=AK3jW zNq6t$`$(LkD6A>TIWH5^vgP~gZG{4p*oX&Xm|qF&U=xc;3G=}N#lwc(w~8AUBcY`C zI0Dw&AM6WgI}Iyw-U zl)RALogaM{1@qqq9jT=5HEIGvsu+=Duc&BJ=(@o_CyR}Sy@P*td1H*S1!DN%U>p=v zpY5JA`N7?ZVO4~`?MYnnp+PQ+?;~n5)cd&mL`3&sR@HKSwBR>YGyK?PxB|%0g3Diw zwcw{f`T2SL_w!81--EpC?`p}J6N$yC&!oWr>mL|xCsA+&=!I=D z|E>cI0!lvs8-N@dGc&i*5VesvDncIcg8)n%j(=2u=C3(@Z`-_3>gOr(h%V)92$`Pv zT2*wBKWWWyVpeo zAOHW~^Zr&~IpIM>9K;6(HW|VUWBn}1L<7jyk}wU=ZEg|)`J@ae5>P8Vqm7+_xGri~ zNOin_4I)%1ux;i1DESB=lkbK+hHy@uBh8zLEM2&Px0~`|)ynz7mkW%HG{}Kz|G<6& zye}#RdUwG+|Ik&-Oa<%-54TgA3?&g*evp|E%Q8f7M!11L6&FsHMUB59wC#)*QN_=$>AgZID2`c_95q zY#hLY26pWk4v_yxewpgPz2^aE`E_o6nuJWF-T4-T01Turl}ts-kzes60L0>jEYI45 zNo)8_-}p>B4Pl|&ZCKC7h7>glNFfOU(vA__fc9u+VgUFD!H3Ga(!&AQ6%I){N3%~q ziM|1dLMkA!FQ@Sp7S{i}3|U#Nka&f>2mCZPkY1$WQ2#3Ao{5T;B1imy!g~YRMvZ{j z0gbE-(3y9}4E%2UouB6X7{YsJLyocqU3bopqAWmOS)j@QKahK+<%QE?`+2?JLO zvwax7`9Q~=1V>aESUfD?HB@QQ6W%}!*MXSNXF*21u#OJ`Pd7u9Fc%^bA~nh^R5&4# z)0M?+2o|J#xQ+N*)^H<7f$=4C4FN|y6*MFWrNiR z1LXvodl8a9FsHV_7XkBA0E~{@D{XoI4!7TfwJ;4J`8m?X!7vP(;IjdcMG9Pv4!=9e zMsCOVK+XX|en)VAP@5v2mHLyddm~2L5X5&qmg{*a_@I6m@?>3Uv#}b^3VTA$gR5rT{y_|Ad-*c$`|D*)voux3-w3l)UJqq?Jh24W4$I}lt&zr zM-Xza0-nnxNJpQUnaTOlRTg%G`vv%LpiW|eIFUdo3LsU60%FxxCd+fzcDk*APmUxK z%|NW-$d`{JV5qo8M;C!+RQL{QO)%goBz(o-drB7-C`Dpapg2Slr;ut8ln&ew`S=!) zbE#UzFJJ@^k0?dPh^^ETRKfASPSY!#a+q{-uC(Mq2@4vQUQ39z8~}QM{_oyTy7zqk zm8}(ZBY8&&5J>1Y-yCvu@^=*H6oBJAJ#B5W!qZ0u1qC|rj-)?@AtnXLZdRf6B}q^m zTLM8)nfC1jr*4HJyYgp$7^Qrh0OuP<*xQ^CMmU)&6Q&MNEZn`Z8Sg(zME(%!o%bwT zRc3uSJ6fZ}L~i8EDy}X{E(9t!Ll`*YAe@16`!n2mCuird2KjvTY!c*I0i&xiFknOP zbk#!i_&hvGS@2;`ec;w0zhl<@F`&KuFs$aQf7-1mLf)9h!F_s z@9#g-g=h-|hzDYwHLhbUkhCYy!7sGOai^>)cc((`TZlaO8DOnoU-LONn8O&7gAi>z zXndXpy>J7I;G1Z*?}hg8kikG@4Q+PvTg715N-2P+ zFAl-HLzF4~ty_{tCQAbietxGgJR#GGwzjU$5h_fSBz$ditE<@}HQgtm&IW_68a6ie z9L#bEH4xz$!@4HpYGDTHpPwvhGvnfJ04y>i(J={zu`F=GE|YTvBS9n(JqPit{4*ZQ zv?E{QTL4F+3|U|ZVBY;?v(j;;|8{qxFfn`@HQIy;b|Y@cbmb7>lYwml#giydjb-95W}HO0`nrgkZ;yjVCHKi9D_(Q zRTp^EutJc_(Nd#q;nj1b`NLpVu!fX@;h#T$mcebY0Fu&Jh23xCEj^tObeuka513k(=u0Kx|WZRq^$&>*a? z6{Zv<-Gbjx0?`yVji-SwK0oOB$!9s9o2Fn_xX7xeq(ZdTF?` zQG(VQCVk1YWNhk4=2SOT*!{X~6p!yIlA!qo+8E?s?+~seEUs1VyQwYufscvd`c!H` zB|{GZXcG+*kR}IPqMn^|K_zM6G3-v5rx+o5x)2V9#OpvvQW}Ethbi|}+qbGJWC=ck z9812_ge3v*BL^hL55Cq$SPep;SMmh_`N%R3%l-V#N@z?F(uq+ZaDO7A7BD~YIxRki zaq`gUuho4h27!=w9|(~~17jVq6Q&Zj3kPqz?qAp7jpX@^m0*{AFtF$-D=Vj-yt5V$ zdh@1bwi1Fj@*z(M`OY zy_9r|U&x%!g6B00qaTUfV+{2HA8A5vZmt`w)=EPHoGdJly)MoUhxYCN?A>+Tp1Ge7 zVy^_qQ(c0o<^#Z%PGEAGznL<4;tS5fe88_KK)5V&XIvpy@0-`5-KjGy5@|#HC}1G}NVJ{=J*R$XoF$E2k0 zw{LM}bYZtKdQ1lzw0&o3bai$0-^0W0(>a0x963yuX4>Hi>>WUxsb{Nuujf~4>Ff6< zCDGJ;`^L}A9K=xVci}54D(VC?VO~zo3r9!ZI8NP1=u;T`5V0lsBtamgyu2JzJxw9S zCa9QyRV7iWo#25nR4J4l!H_icHp1Q14_u zN<-4wwRLnlq3|Ds^kZIO0&+J3VOND6O-2!V-BXQ(z|-_SKb z{{j~mmrqD2_EB0CZ1zrJJdZ;-54e|u8MM{ZqydX&W^VomW*>mY{et?64Bt;%d&2hO zHp4^BJNTckzJw$L(0ks2DwK>{SXj7)`(!!AFB#%bLY;>O2PvqizGtb%r-IU5T%(ok9XD$pMQoS+4TQFKpFPvvxFYwIIlSU0_w;?04O(+S$wgdVeV z5INc=8}m?XFf}uHKq?XD9BeP-&Oe~gi%=S5jjd0Nk6T2ee4+Rswh#y<`wXcNY8k59 z#sjM^dLyC4C}Ia_wT>PhEZt{k4||lRqT&XTH<*SV9@YCutQ%{@ zDy%iIg;YXANGJ0%wh#M9y4oD%FvLqTGv6|J0JK~5?p^I@Q!fZeJf08Zp4X(d+3^iK;Vc|RM z>;zC|KrQ(Oei5D!mFLf=w>)4Q&;&_aSt~(JhA5Pb0i+gMlm3CE!OJKZ{XEcF|1!3| zsc#JRErhX4+u3oU3}K&wq?JMt=VbUg-1{I{-bB4VD*W^J??Xew>mjaQDmh1xPS zEDTxH7nhffp*aunzKyUb|5{iWT6G&78u~J{isW>y?0X`+b@+xf8D#VK_V)V6$1lwl z8e|FI34u1NA#8t@>M0{{K<2{8 zHokk73liiPa6-Vs$}08j85y!iLkVm2z?i>R`vl5(C>?^~lOxfb@MQ&ug$3#t%4%qk zL+HKj{R%kIK~nnQyP{{!$;xU>w66~V02jjCgQQ_3TF_x_m=%(9Q{e%&)t7*f66PmK zjUdIhU7PVad=A{I+v4IgTh(e`pS+RJfZU0$>%V~vE8?_xiHeHqy75=lY-n+Wdu>(Y ziGI359@e5WJ3RavcC|XQL2uuF2L=#uKt{zY>*?I*Fi>DXHAYa7-tdG771#agz31TO zhOp}seTa#Oa8NQyo2(oh4_~~XhaOxIJYcY;`J9^iz%jheV;jN~BW_AWK-%Ke-``8m z1`m*gctDhwR?qYxKMoKYL#SL?I62>Rm{?Wz1krh3f@kSdjjt>X4b4?r+IJ9ZO(W`Z z3Bv6WKzaE&#Lyw{ucbA9@!Rvk>5Y!dpRZnE!s|SQo>dg2vMwikU4gRn2MnhKV8DKV|9}Fra-w2lhF8-utD+v-ju&AtMdO>5 zQX-F|kI#LL0=*Cr+#5j|EtD&f54)a7cnUyy&eDmH&R~1>!-VhlojX{_1OIJOBDQC zS(yNmclY%E{&gy9>SDJ|opt%=)+I<14~&Xm0N@M)ij9@EHF8R5QLaNsBT}ShOa`ZV z&{h7Dm34{g9WJ~fB$>YwjKbdNI{}LdvXf_EW?q1^MP!eIY_TEnfdnd&igT%fWJrE! zZf?E>nX2%MFm9Wnu*h@gN_&*n1pA<<*jU`OflGdV7j9FEj~|2M$@%}WKwwDrx?Nsr zxZ!xx#sv!&Ft{xi1ZM8`qe%yWc^7!|Ly~P8u!#;luBBjkm{IGCP47P0b~yc6{&(*2 z1He%S;E>%sli6pl?E)4)2EZnPRBsz_FU6bN+x4%nkI!EV98F9IHXH8Vz5D;-yW_xG za@+5W>A=?CJm9=*{?@yzHg24lws|J7AyQIUsL1f^*RM~&MtRp`;Kr{@t5&Y;T)1%I z_P-J{fR#J&GM`JpdKTD(t9iTidX5}3u$^!SSm+p8Sj+$p^ z15Y-6*q-}s<`(<+z>{#c=N-`0)lCK7#ke&}H#RnQ<@MLV8G5dxAA#MnKfrq4N_4V7 z>{RBPCwI?k6?nv_p{IB3!a`?5;K=NZv(I+R_U+&Wj?Ene)(8Q?!O7*H&#eWO<-lYo zV_ml9uIQ`!N5IR>jsovd3k(WkQdj>u$-86Q3EKvzj@_$(cl2s#Xf!NezC3CAsvqBX zmA#eH($?Mx+?@psh!QQ}C=IaL@&MTVIR?xc?;~<}d3jHqJUQ`+e+S!g7h8FcpT!m!ov%RGSMD!>+=6NjRUxNnLNT(>Mq#)gbAW|aT-Q97B zS%=^IpLedA`7mFH>%!oi^E~_6d+oLEb>H{qjk2N?5&lhl1Oh=MBQ2?dKwt(S5Ezq} zao{KSyGLi?uS?F4WS(D!FQ3aMNccaVgS3`20zqPg{>Jzso^1&~6mWT>>7r_H=HhPT zWQwpga&fS+cd@a2LFZ=bV( zNmD!{dq_%l3FD!SZel=yw8hJp5-$RNbexNsO+2<{0 zI=qUEc!nT{SGTzF1JIWdd;0(X56?z(8#hln2&{5EmYn?tkJ~iUp1_M6(inM6MolgM zE0khsw1T%MOJSyw*9*FGl<~rE#U_}h{Fy4^Q5rroRxKV$s(!o3#$-hk*rI@C9M2o zE~?7|nNQ!n7^`%J`TkpMuC%{CCfEJ($!fv_DZ{S4of;qTtQ{bbem?W=*5l+=uaKs=x271eCT z&rjdoBxg~1E$Y4hK0f~UVs~c6Rx=fgRuKa{X{K6^y3byp#!{+5zOEpmIs8`A@DovZ zTDl!?M09jCrMREZvb9>C_6PGc-`Ll$U%RxR|ARzceqcM?#9lV~$iacDFGs_CyxQ|< zGye_pQ#Q;_P^a&~7;gP?Uyk$M$xyNRPBWGL=HJI8Tf^1`&$8qxUlolzi6123*=tZfnEUFh%W&_rqTN z3Uypaao=9djQCe*^caVjI(}|tb@2PE3g-nL7|yuo!Yu@i_bT_FIL@w5GSP?2IR)jX z`y;9m6J_?aRQz_IV1g05D+3Xmn+|4OsU7ehr#^ME$o572bR@a#udwS~dlr+mzNjn$ zf5h3@+1DvfM#dms^Un9l$?XdKV@>C02X(qNoqs;CVt6cn&HlGWE9k_4Nb}v-syuaF z=~p1~H_R94|E3mZ;D35wqkxm%i4i~G$YiGZ-R@%dt56EoX$Jw#N*BxUuB~6!4gTh8 z@jiO|m_;L>+84FYC?q6w9!9Z+>FDVAIyiWKxuWlzTAR!HXoa)oVBzhCh6Y{dj{7mJ z8sS}HsJHR)@h}jGx~-j^nd6lLr803gwzn#uWgQPUr(9618u`gn)Sutv;Ghs_;6?cpS3Wmven>xWpK>zvcr&N`|Fw^A3~r>HBWnf_(Ev zhDco_(PwDM#jH}iII@x88XFxCPt?u(R$SKoZ0dR1zY_0TTMXpiVqszN{Kj7u{TPKp znO9B}<%-nQB7e`hkQj=g_m^IkTg~(g9v+^^!Kicf`57u%*ggDsZ-v)!x~VrZOsCB5 z*OJTjbQtIKg1OUCkCM1Tfqsp&tSmhj*WX(mq%7p~U1=l|3!Nz#&L7x{?f$hD6q=fD zP5*jcpr67h7yF68hO>I}QRR$N(LbpV_td0iWTxr^v3kF%GP|B{)SY)ie0+haDeYpU zk4kgF{;Lp7LfaY3uA}+Gf=t+beKx;p{i9qQ2ep6$B7n-inoL|=9Kz#W&k_R@Q}EHw zLQlqH+#vBtzWzL&mcy-?uj+X>v2X|x>9CnkPIkJIgdhX2Iqz$<4v9I-& zZq%Z}*>y@k33D(oTncbr=+xUwhV+7ExZL}7X@hi!8SEY{ zr0qZoiiQ|PKWwGzie|AHk=nQCQ!tZ^0s=PzZa)s@f>I>pzTS>SB2rK5f6@T^{EJ2b z&G+x$hrIG2gT%6FJxUYvT^z3w4k5nvqWLXlZ=OzEd3ky7Oz1UsSs3`ycJ;PW5?}T85*C>hd7V|NW@R-gNdjvUCIk!n>*JF!r+qUda`sNhXP3wgYGT|ppKZJv?*kl|2r!Dv5;xvdUz|7>g=Dl#SLNWAZCO@%J<-d_m@i4yrNU-m4`Mu?wD z^S5YdU+2)3zI8G+jUVQDD-d1tqhil*4A93$F+&=Fy&DqEth7CGeio-=U-JQm6cryY zy|>(VG#6(O|G@U<2UZOx0fBfdTw*SW2T0{#VTA$%1FN_HunJHU-&4>14LRaXXehm) zV8V3+pJ!MPVI&L_UkC)!at-RldZ;SV`8Qe68MfOr zLxe!@l=B1s^Omzy6zt;+2z2>mfk>!+RaJs$r1I;3kjhhxu>Ut8!$%}f166c$#J-N~ z=FP;+y@vp7n#5vFw+0OSpM8Jvi%_-j2p_v%{iD=W)MCzPWPbwf^Z71A0qjE2dOC5lfU5Z0_to_~sjwR#x_Gt*vHoP!kqF z^*kI!4_9??MaABI_E7@U5U?4eY|Q4cflWz)!~gXY!UnazZT!Nu7l14N{|2}!aSH>q zVxKrU@hE2VN_ELWZla?LI6OS07BAycMs0I&agqA_pJNJ^A(0;Z*!7q(P~G2LWiEG^ zdK8{!t#!@F$cS3htC!VYMGdvxIpv@X4;6ZyQ=e|(IvLrjiYOeUHLaS(@66qnJEk$s0$)ry zJA@G%u%lB&y;W*`JYT+g^;Ns%p8JF^zyHY=E~2};8{+-s^iPMyy{}*kFST>fw z14P8cW`Ks0MZF(PblGZMJ4GFspB!$9Z2!IkyFO`eW#B3ejp9hDtrk2@@Pg0DR!eV= zMg;5!bB_~vtRMChsXV5CHep8i8A zG`y*)iCTO?Hd&DwO6ifC7#Ue)&NIaBbGcYj9uKaQeVyaemWaj__iGlHSN~>UK{Uz7 zbKP#60pKSIGkI70$K9!^Daj{KJ_qNQ+KxCKZW^WfY|Bs+OD*?7LOOX5NeXZbH4f2D z$r7tRi{39}_I0NZ0EU_@{>`9#Ig+bYd_%y24ibq;f3DUN%}BK;FE=+gWQJ%ag+yg2 zKX!GeZdvjPkKp6~ZV7vA8p1=R*iAr=q7?DiRGWzYrk2A4laIc|n=6bSiy0yL$25>_ zOpa*)(uY6+-df5|Qz^643ngdynWd0)nUHXHwl#W5-@OS*_QR@g`P<$b2B3sE zl)a865rdl4N+KAsPl6RS+IZ5^JTPAv7rToMI2W}}Or*sb_$BaA z=HrWj@&Ek!6ERrlFYdbB+q#>a4*|WQGf@dyhGixL6_(2d=41uikQw4tG4>3B52bZ)0vX{+8Z z58vIq4+|f|p(oUHfRHcuUdb!7=>CWeaYN6*@EVuKgHCTGmeWAd$43Mvx=q~|>cEyPfm9|O!&6$j*!T!|^Gp6~XVgW@)$Q0Lbua`hB$gv531bO{y40|6mND*(V`KD*zsZ}wVqxT zti(Uxl(+-ByLXX*JhDcvQ&P4<5Aw5Y!jB+6e;Po}GkMi>BvM+ehmUKW{K|{@?W)9g zR2=~kIa(E0w97ijSLPqB^yi^FRA?UQd3bonjG=6coNPA2Ry6g{pJSV+EuRXe;vtHW zSUv;vgNe=v4kw3>>$RwLmlnYk#r}Lfxt8!-st0<2?nhk*^w8gE_`+xT@3l-c6Sw>N zs7sga-*k);>w)=H@AV9TJ^;Sb)<((>}`O`Q;v>8IVK-1gJ zWDkuDNNH))mb~A8fTjcu&Cm~o4yLwP_MPXMNRNmj(+&}TEd^}VPe?(`)i)=n z-?QW~>MMQLMF$2{v#)s^Vmbe^0bmAufPL)D|7<7CXQzXokX9@iCd+xU9s@9ctPldT z{rAv2Dt;$e2E}txZng8X)1|R0{(}jBaoCp3LPCit!tUFfjU>e{e&GXjlrS`;1C;UN zXnT&3MkF2@mu%DxJ_}N48Rj6f?vj+{Rx)GBWWXDf$OJwrtGZhA__B-=_x?Y1zk;O;ykHZJ0c35A=6j%j{UH z_lLboZDgkBlR9c~h}!os{woUZqYXh7&QrtIJsSnj@vdTJ3faQlsgAA5e`G=15bF&W%7SDHE9M=T)i4S^&MCnZSVcn?;QHo@j1@I zDT*slcVc%|wc2=Q{MfDMWZPsFJFSOkZkPBfW|z3GsOJFZ&=38Ot-IC{lP${0>i7HG z>aZp9y>#{co44>ry<|bEGP<7vSI0p8m3Pe6JjfjQ2VCkDTZ;W6| zu<4e+Z=v-cU3Zdf!ty=-dNf*FQ!yRa|Cr=q2=P2k18ReF^TXrM?|bM-l{9iS!2e2&(NWN27X;*WNTVQVWq%G!@f`>ttKD`G~<{^X3+6;`sXn%L5_ywcKT)5!6fL z{~@t0(!}j2l11C7jm-nT45+z&@^gQly0F?XN6yvnTj$q%aYpaKOvl8M3a`b67xWaX6* ztZ_do*$+HdCF_o@8v2-nA~fD&>X%rlRTeBjIe|SqRO!l^r&Crty#w$NkQBC_ermEf z38QTMT6y^@J0py3{0<{_EGPfS(9)Sg&Wk6-JipT)ZvG@N+jV$_b7YW7E(XKnyngj6 zmIPGIA`uP_j&Ru2@1vp~!P0v|bM{rEV4NaCNm`oj_U+qyE6|J}qN1Xp$C7ooQBk=P zYZ?jvHKHt8Ej&v_b;E6qjzE9Ka@aNYD98KERclo!yTi@L{_44##+!y=3Q19Tglvo7cJk@! z{DV%->BR-u+N#Vb6=h^H%)3(2?2AIu1HG+s;3pg)E#7=!BP}ma2(kA9_B0yc%4*y& z5C`TF%|RNS1A_`ppG+Ai^gL)N(b$NGkN?L}IGo1SVg4=cb#ccUI6mYx+YhCi(dH3(lrlMvcKD zP?*u**iL>*Xm%75m!Ri1Lu+M)RFgHkrgF%yFzbIsbB?K=^DVk5z!TF;J}J4w!GZK% zA8H$O-{@MnM-T^a%VDGD0NS6&cpCgk5nGk40gw}CveW$j@SI=(ZITS&JKJyU;}Zg4 zVjBI=Q3lNsPtdQ=}qjJ_A)CNTcgCdwJ9;?A77n zF27g#OF9XM!e8Sx*FLZ=EcR+p+_)hvAt4dGUyf;KVPR2wQdFL=85A5m{d=8=J^pWW zip1K&f|P@ULu`pqiXz0GpWl%`Yp$u*3Dj0WI|Ie0mKN0?7SFWH>}=Z*S+Mj_I3EKx zz+)qfyXqvp#(Gly`CXT&`Pp;vLqlxfd15QYv)6VG+_^ls*z|RivQsO?MqbIRs=S{N z*C0t%Dz+q=#^kmc?V_`X{;Db8R|MH57b_=*C*0ob%*m%YL}m5AZt|wO-YQPefD#gpZ9@tf?;m z?0(y_F*9sjTphSt5sm+eBP$0-XAxVQ73`$o9i3Ryj#SZ+ds;=GN^FLB(6mo%U0q#? zQ6mm39bLT;AjZl8-|08Zxg&N}>>3*xrdqK*OFsajTMMRi>ZZ+DZEy3&(&9U1xGAOY zQ}~VlZGMH@QFm~57Q45QwnW=z2^)+K8#ey0@n(P`WAMp?mT=(GA* zQ*NI_2eG5st3duq0fu$*Atv6SYL0{g(@JTLFIG2Q{xwIq;63F7{K%iNGh ztD)&2q~u{ZpAY~c#DVC{q7OgcNe87SNX_Ldr0Yy%GeOK*mwW)VWjmB(61L`d;4uI^ zJ+-j7%dC`o3A&Le@>5h+#lu%PjzFk=9(R6VH!1)Cw;5u&3;0$Kh#5hjL$1dm#O#Ga zoVo$izjii!%En@AW}Jk)JOEjc*X1fNm|Ej0q>3c$uZ`>gk&2}ZEf^YX<`mS*nwT(1 zg;Qr}et!X(g7oH1h#@tLf1mISYdInK$l0}_t0~NJYbdoI2#>T>=c5&JxeKhUA@q`n zQHMq%bRz^U8kg^}%bysQS9NvbP?9L0dNMOIZuRTfci&Z*XhE}~03(Dwncc4A3+P#FFv_ zlL{JFbX3$&*k?r|8p_I~z^uxbaRN(k;CB>cf39!p+nFqg);wM$I!j5~xa_mp3>ud1 zup%&bS8(0OEt!I8LaFSrU!=9S5pkCqTLNAS~5>r~Stu3aOR+OK?}r&?pOAW+4j()U$0q$7zx zd!)>B$IPlfH$mtpKh!JYTS9+T)SlUd~rZk3-@B%>#Mg5Cf&NT!e zb5m#>C8eaCk9U`-6=F}i{LiB8Ymb6~uqgILxe-$f)I(6H;0Bg=);Z2R4W||F1a-5( zs}t5+^`j)7zR%W^^}6#j>RKv#`Xg3uGO_bfo9mK@ON%1|@>kYe9+@zF(pr%43BXLp zy{FUPz7zLh($G0sFY$rxpAcHV-#{gQ0sa^0RWlGzfuF;Kbz(uQ0MIXgQOzdiHEW-Q zu0%=C(scHBB3UL9#R}1J9MW@3MW+qTpS10PyKnLpnBy$xl2Ew*hjiBVWqXyQk z_sg?aPIG@i_3-oaLlb~5LX>JanM;^ZR8nHaxqlki_9i62~rAtAt7PNpZ%h0(PER`9Kk1%iXmR z{+=28sv-sy7Q!9URsgh0VzwOL0Z2wUMUDEd2hRI#kg zU|JQ+?8fk2?&Y?H1pkj0fDVWl2iNnbk`fQ|cQs4d+T$_YM=`E4KiU|_rV{w&d>7&M z<9v>xEN#-aN=JKx{+iKNX7Eo|@eiMiw5Kn$$OnuGQ) zleQ!BoY5Zqt{C3sFMe_4on~xmaCz-5KY`xTV>VK1aqxTQ*c_<*s3m4(_=DTIk8uyG z=YLp|Uc(VTC(M+pTDbp9zY_DVn38HO63OhSce?Vo!S{TNQx)e7Wx#v$uw>9vs-lQs{mllm2U7|R#AZwta8ZR3yQwrwnGFQF>BAqZKNd2&-bzwgF-2c z&ixJ#>c-BGr^WCCu-SxjVvw`Jex;JtU7-~7JM3ivx2|4^;UKcFvn|b*4{V!9UFZA= zyfr2k7KT&JS>EqHhO?T0Z2yOyWVh+ zI}P#&f{uZKq4DMqEhtF0xw#{OOlMnYWzFratxh|Kei;~FQqpt-V={Y(GZCMo&qJlW z2u%4@LhJr|&bs>IuEcz!Eso>1X8~wtOXablqGs$bU^!W|e^`XSG&aiEpG!$gqXmIv z|IdL^({U<&?0*63X~vH!R~r>Cs^UPE7$VoS}k%3pNq+%-kG@oxsx<#B)U)zPm< z7Bz1$)2U#$EF6ll`}_L?Ylvpy{{RdB2B|yk@^gF6Y-D|X;)lLBQSBk7-zmk}9;e3) zQ59>{$;UQaV8R}t&b$R&@nvIobMyPJFiwuSckKJ0VHxSryGD6w*wy)1J2W2{eF|H8X6INMHncx+ufmKjo0Vj{IQ&E;J>gRWNCZ`Cb2i#d6HT+Rl1Ha6|B) zjri{SgyE+mX%|~7sUrW(b=l;Rp%G-l-h3ivrJq-oU=2({{(IT;G3<>eVLy`v=k=Sh z2@IE1-~oW{hXruVG;T3mQForuJy>_si1xRup-A;?wh`aHd~%dsvnSnuF^{7bzwmb| zw0OTLH;ijw^~H7VL4)$G+gDITKIpgY7{gk5J?@13{E0X3hM$?)l7rWu~d7U6}#$!_u@ z&M~pp@_y;Pdd&Qxw`CUgkX~0xthm+$Aar81r zVwT#c9bG1T-I=nM-+cP?-Ag8g$#%+OS!CtQwTq`zsfQjv&A#rIY)oOM8Ur9$N2i9M@jm z@ACioj{j$c^X6vbGJfermX*fPuDAl3*AV&V0}MhR10#!7;O_7CHv;x>ha-;v#`$S| zVt2Xk)pz5L{i{m#-;Lo0Ise^2+D9Z;+q9Gd!RdKySw43S`6dvT_PIvkt^Z#BeY^*` z@p-OA?9;1v=<4N3^*$l-eixgM=tXW^gcA!LWT{)k-qu@uuFLgdoQZ49X|L}{t>(21 zTA%4K~URd9nMyLfbN6KEM(Ymadx!+Ii>Z8!D6U)`X1-i=jxW3^P<4|eG+nYFdb=0FR z7p`9n$*0t(;%M|Eb_}bzJ$uj-Wm16@Gt>u-$qyQsfu&2~c*McJD00l5SCs*<0k#t= z{hil$Eu|GZkK+$LoReo$E*4ZQ^j%OvEzbyk!1ULPS={cvZXls@r8n2|X?dszeZl2` zt4#8f^GWthAe=xi+f(Ik5B-UI--0hNroH)kNx)#;1a}#Lp)qCfPI&OTp353dQeZd$ zAR?rC@D`M{*!$M~?_**lp|lHt4n&a#JoJPE@Y8`Z3U zi$u?w9Io;f=OON9T@H zLHNlcp4*{aGXGCz>yPo=QblLn#KIoAmBG})n(cEStK7@FiwuW~5cLns>{=NZwXl!9 z#`i_pw645-g@uf8*WCiaI4p`Wy45{~!6S1Khr#kWs)yC`e07 z*VfV0Lz{^|Tb=p{O^DRIL*Fd_0gb43@+;httE7`nMYV==e{$rl;*_eFybqhHp1gTS zR5?AvD9fW$hSD7r#gFssl8z>(O`{hr2&@|i97%&2U_SFtA#&Ppu=Pp zGY2Fqve&En)u5%h`3lIsu&CfAkQ@)KlLs!(x<5AqFy$p2ocWas(ZFGiLr-t2zS^H% zW41nfYR(#JsD0w&{k7+l1q*8vjW2D|a&WuifGGXJ76t@yvXa=*Ymk$n_bJH{%Le5x zSFb7-Y$%`Bb%6BjC@!}yla8bZ&mcqNS$%yyCTfoLx3f3q|F%0+4KLn29jPj#4Gdhb z`ZYdM7lPd_X75*5)W(WA3H+&Mxx;N($~$~~e0yTGQH*jbz%d~}rELPCsRaZ?ga_~^ z7Cl)+1vUFO$Ew`T!S;9pHp*&{0ZL0ALp96>v^H?#C-SnlHCZch!3}Hx4K6QUys#K4 zWgpP@wq0()rS*C5)efxzD6Epp1MJ#A&=M>93Vc?*NPuOS_FRQ$62LeP~12YSl`9RXKd)r_%#|Wz;@>j86qY3^nORT-bG^JuCDM z2@1N{$~2HJu5(Cu2tegtHA8Q7Kfow5e~m(w|H z$MBgIB`og#urx-0?xGk($>pz4aOlxRyJAX;#9myV!}9n#OYTLIaJnsY({25dzyD%? z$GVlI(*+u0xUTz3+^&k~Pt5nSYmxsUkXCGTGRQ&~(WuAV+>_cyKcq->ak^ zb_sq|bcW)s@+q9E9I{ry|Mk<-b|3YF0&?|>x+nNP<`Sz$qAj+>|J;3YrJzGJVD3*t zUKtci>Gl5}EWmo#Uh;JUmhvaA3-r^<)b?+ebNavHP-J;vC*bls7c~N1MIUlD_2Q8p zprOek;#cU9PT2nfZYI%{{=alCu4vNO8ofE@ZYE6sb6i_;TNYhn8K~5Axzg+_uj;JRVQP4u#iOQ1h6d$0E7%JfWzmD(4B37D&G#s7Z#&+S}@ zdcU7OiuPhgi{3|Jw#6mc!iCB%ibd3HqA$7avJDJaKjq>i9$3moox0eD>dCzJ{quy3j;)nYg=kF)m?C zY$;y6KW?a;?1gd0Bkb}cGxUx9|NE(<>jknrmSfSE7Vif*Z>br(etvc1zYuHA*K;`J zB4@{68$sWs;o`Yv8eR7ajHNE)p@Zn<1we~xE;5}j{y*=1vUccrxFzKvKu7-*CKNv$ zy_CNvF4m={PafmWbl$~eoMm;_O|xG7GoV~Rv#Q_bVA&LA0Gqvj9TNe>K?_KnUEuzE z2s%V%3#0%ORkd~Z*~`gdwx!Y0QkrNK#4GAE0z)4j<Sz`6jr`lSH?(c&!?uLd!`?N>t zNa=^tBd1C8N|8v7q8b7ZU=x6Qd|h5HfF2Q=_7Mk$%Gll0&iUA7cr&iz@K8?U@)Jph zbAgmNoPfnM@h$99+F{4Bgpeh3FFd8G2kXTS6wN~OE*hxa5|gHNo}#Yo`jFh>v;4^njJ*+P z1`p!~znyL{h-|ou**#;7;6@=Cs-yKg8`3>m86ASTA8p)6cpUuzeu{qm2O5o(vd6Gl zTC>pG8KXqOls|2z$Q({YRc<%)l$z>6{Ov+9`LVj`FcEr$-C$uL*i9UO@^*&r9qKWKS_oE?s0R4%!PaZA{#XSVf{%j#vdoWxVH#V&E99;W}AD`a`} z8ioT%u`Y{$13`-Y`0*n$H1s2QEYPl_AcE_|dZ{B9I`VjBpN|j9_R42DgG+{g$cvSt zCBmdr*|ac$#%c-wJmG&*KD6=bw!@sPv`paBcj>Ye5Xz3UBO4e#OP}Ko>&{W);38`6 z^##&S9%x$Nrkz1s8P-hkR?GKcnPg;qxHHeJSy3e9eee@Ww%^Z0AC%mKhqml|*y3*E zku!kq>srI!fxEx&gJ%Z?hxbMb5NAMk@BW^x^akEd&}H#G5rt=XlD!yS{Lm6FieE>P zVWjpp2un)@wB$k&%NOa9ofB0>wkiz0$ULW;p_LWly7xf}>l#lETN20c@X z1iX&O#wkNE0cp{IP1Xy<#^4CBgUpu`VSm=I5ob|vpDvp)9C-lG82MCK5~Cqb?O ziKCGktqfF14*u(r~UA=tXaL3*+Gl|_57B4-l#zm5u4n>`5XIUQDAt%D&H(A?1CuD%ye{m;+Lggg8+s9h8jUw?>t5&X+5Ft;{jq_p9? zap3FMnm?>Q$QzwJ@Sf?i(8eATv-jG(cfn~hz;Dki|xp?Zq4xe_O_b(M5B&95d#AccIEDc)zFq{+Zj7iHuRW~{)| zZMglvoH+5B=7u=8#Xbd5t|?R}d=k_pmjriPO{5Bap~=R?k83+Ujbs*#$!tnn4E# z50=B?-`j91r8Dx*d};-pW8elaN$(86@jt+oAA%+N5Zb95+%GNxw{ARGXyj@0?95pp z-P^sm=0#9V2~zs@hbT-|hSIs_^O&P*LyTmxwf>^j^zJ%(8d5}o3&9JBLy!W7 z#JbQHZIHy#niE1vbdOvik)qwAtsy+-~q=Qx|%?k41PDp1;vFChS~Ml z8b93nJ9!>HJ$=RY-oWNc0qISAI8@@FYbwXvZQ&!*o@}Y)YqvdM@U>H`w{*pul!GDXa!k^pRSEO zcHokfYD^VXEGX)pVm2sb|seU&xMP9@f`jmOyXJGnC z#4nMj4TRSV+7Z7-(0VZASpy(5NDqurk&{b;XDor+I9PAaGxycU@H@yK41)XA_S>HwD3)1^!xdM> z&Z%*Te^k+vZF%4l$4e|M;98nJ`u+S@=-&cbHeHK+OntWv7o!Dew`!^e#;5N_*_NK; zqx&_qDH+5%zq2Fr<$(ev@HoVp>N(0hFt|o$ggF^X0pKu-D4%qoq8QIZ<0^$I<|JyP z@%)q)i01UUiZIj9b>~V=14HB3B38Y3Q~i!Dp~O9b!(4#XxY6bVkf}!JKJ(vR2wD-V zSIfB@6BZYSq!LUq+cq!Xo{VT4^U67rmVbSIRyJwn4EoVzoB`e4%R;V2RX52{P;3s? z$C88|I!j0((3WbjGQ6eY4+nvGST|*%V(uERv#&g%&A1Je!0GP(+`yTZ4Ecm)y?rMI zLQ&sJyqEg*eWxS&DGB(`V30J3FbdXKuZamb+0_P$v?{Ie8W!)rg_t^VpmIv@-_(>W zn!S0#ZHN%mmOSYc2A|qg6P{*uxuKOaZ{FGMsMIx#LNN4zJr^&)Zmbe*8`bw(Vgy&< zqhhlToBU2*OQ9QN72kNxff+4M8Cy4qOQ-YLeOA1Nt@<-r$n+_q@w3_oNuLxzLEE#f zUw2O5!RZaOgbYqQWpMg{%46#6nhM8%cwgF1i1F4dNiw`TnBX5Pdv~*8Le6CV_hXU- zy2CN|`AkyOi8F4jsd`n;^HzX&BCql={w}#V!Rd{A8u^6r>ywncW`)iRiehJn#-L-q zF!!X%k;Jp;X|}0ix=%qS)6#dE)RW`SL2<8M^dNrikspP_k<(7L;#eJh+~7?FWV5B- zuh4I#mK48z)Y?Z>?Nd?XibUcLmk^ZNK~v*=ZeS;RR(^Cc6#~rSk!n&BBh&GBvv&z6 z+8D~SS4OG=Kv3-h>xPv(Wl%UP!fw>!>7_8_Cnpepy0QMmcAR?JRg-C#@>zeO_*XLI zzRuPbL_mB`?Ip-k`A?gi2Wb!npcJA*N9R})ezdB2ClAqM##6mgN_knxwfK*5?6FjMfVErRtcid}A;UPyhW{8eEB?tJZfw}QKcRmitZ}g6d+=FjbN@Hl7d3+E89i?_5tw?D+Q#g< z^!4|cSVn_fH}2!>`;X-^uV%#k4Cn}}6lnNr&u@(4> z8PF3Kb?qYtLB=FR{TnCv;*BW2NEX|3oB!k>Gt-xT&y^didmKD_%xBzOe}6z%=(Fi* zjqki#`u+YF;<>_|kEOrwM(8AnFo&(Z^w8y{N1CLqVQg*-BESy-*QM$bKNsO->DEP_DJM~=Uu427Hrc<7OHs*-?>BxO=`pMy;alDA2 zcQ&QiDB-cIYm)%AWvTo5C1>?DZd>2ViP!mJe*~kJw zs`@fP_!QuWNgFdI#~1aAN0h%nQ#?wQ9^JX81Yci?`yJzrd*aS_ymDSB^8bd~;J2PP z`=f>1&l$LAQJ!^EWK$ybPpADk3IrHwH;5T9O((2dw-uoc{{_|C`0wu9dY4K{){CFx zt@Jk>?I`EQL$yTeu=S6`qXBt^V8kz?y{jo-^-KR1$sprqsdz-oXmE+gYGElH@57%%w5d3LKs0dcac z+Or2IN!F=8bZzIoqt{=@KbI#LX)9VBDrN?s&>S4Cs| zZHME%&lQuo_#cHK4+Pwa0na4zaXX82C0qV9$kV4Y$Q`0D{40v^)}=x<$afkNcnd!f~S}fCGncwoMj-V@jT~~3JSR0&cOP%@-g&p0Fgnzqb40;?A6O^*=1*`c1AzK58gM zc+9s`-h2MV;a3am^Dpm>5(HYcgYX^N*v-7>WC68D=AdRsJV0yK8zIcnD~B^&>5j%8 zE9}lC8)NPnTE+4>Zoa!@y5$I3y>#>yFGl#dVok{?DP_Qs$m1(=`*uSIg=YxzGOyH1;(aro z=L*?(rzs(%5^U$?d7VSs*vsNQQO5`Tx4CqPskv6fkB<@rk5+dNXUvGdb&2u1jyb%l z*+WW~!f@fhq)(qQ&d@1|&h6gv@08q!Blh#DAJHN>eB~6IoIMiPp#IX zLoY-g_1kJJze51=37XZAt z?!Nn_!X4&t>UX3ZO6LdHShf3@DUQc%XpdzuPUGiwjjAV45)g;$RnUCOlml?Hslrvp zR~$wm?sF+MiAF_t{JcR%23*oxO5>jfu;Kqyr}^>h923zbhiu}S75>_qF%u}v&P5G= zjizjcW+d+CSEL6YwghJ{Sk(_UHjM^rMgS94>$vbis#gAtzq@Q|7bGXcowLKHX=v9H zFGR82*Oq>*inOK+(aG=vhC8}chV1LA{{=@zjPk^TD+ttec$A+Mu#G$R1mu=WMpxelXYjNfL&8Jev@4t{vQ|+&Z5%P zUI7R5%!tL~h;OwAgzMMfAATG~Z6v+HqWSr<*uXQ15Lraq7KPhT15zU$4sr zr^K>$&9FQ%J3WmY#$UOhkfbF>6%~2=x5(LuYwU)tS9t#&%*Ay$mD_!{zHT#y9~fxX zA)xfU=J<0U%lT0Rx{Zk?N7Tey^KEX=?f2iFRv7odI^N|LY|jIY!D~0bX>RmnT9A~& zRIDq7V4)M}d!%k8X8Lt!Z0HBt6;|k@Dl(-yhO1~;Sy~BMaJr~Y94kib`R{afrq%VD z!my+;{)UY?g;gk%Qdz6NyAmmiXxK%= zo1G?geCqCuO)64{8en8-Y7fKWvQ0!!N)}9tZcF&Q+1@FtBLvC$ChXPu*?@e)z(?%% zH2W+k%VF|y&z9VOTgNNP+2ILIf&v07JJ`5MGow}wm_6^jR`Rm`{+#~aQa?f4pT~PA z{z+3N`ODf%tzlOf+oPTv_*rt$!$Sa=#NNnGYxnWpSxB0*YE*Dl} zbxXj%)OGTwRf(FlPDyFMt#uxpFAXK=uEZs-*TelN;Bf7UGUe3ispCzqBJL@(^?if^vIf44dkidnm&+me`U8`Kf)Mvju$Ad0k z_H5RP?k-Y&@o<6GaCh-#w0Pbpn^OXOOxd{D2eH!@VDKUO zzG2YN{3!SJDDUm&+FvKfzxnTP1uwf8w=s^IjH44KoZhmV$lCLQ-XLeuf9+F=+Fgb+rFx?^^KLTw3%md00uvz1RFx}1 zya?qN&1cKfeL$dT%QXH93T0jSMkD%#ZYf3BMgA>!UOirVpt2j*#_%s!tpq!=mzA#G z`=73G82HJs`;?aUmU!>obKS$imJv`_x*9W9*U%s|`WEkIoq)+@z4<7vx0Xb={4|W7 zbpK#c&LZ60Wg(?xapikU!N&5&i)f`6L%Z}+e?j&e%6B)P*|}`cZ1yO52^EWqrJC7c z@OeKO@ZG1RC=_$Lgba^`nYjTIbECOgB81o_p(-%pLD-uNoIA|ShJ##*mvp|7b6Jo& z?6dg>E)9?r7QPo!A%folktlY05^zuLQ~3OtpdiLrWw)svwuwBe1Ez(9hZ<>Co_<}H z>}`dlf1kP;^#cV9El8m_d zet*sKZg&s?UvMb**I&(;85w+~1@;Eo`5l8d0L#O%5UW!vvE*RR8*lGOEe3rr#i?|I zrQNd}jlbuR{n_!EMe`2?a{x|LC$UBUTMlPdx@g&_IEB8#zPBBnvHVUVo3qrvUGhP( zD_k2Z4D=G8(9dh6yUXkkM5Cc4i!IwSLo~+i+b*8n^f&*u-iRiIO9i(zaD8Q9K=fpF zzb_>bOHYj9p=5js#Gj*MebXC>Abb_6dl|DPhCNJ`xk_Vo@LMUm@f4-gDIVQ0j_OXj zw7EIexCm!}larI_qFW2|NcXbfP!rkTuz#%p2T#Gw%SVwlYri2g)MrE$zj8|O!-5&GcT9$CCh$rt+o1XSfg-MUSP<#PS z?MtI|By9TatpxAiXHE~!!>#PLEz%L0J74-`Esx91E&EEI7B`6 zmMPf&kILRUs_M3TA3Su2AR(oI0@B?jDIwi09nvWwprE9*(w%}LNVkB1f=V1gq(P)X z8p+w``Oa_FteG`yX5N3Ecd6%`&*#4Pz4x{Ez4vu_Rq$tJX2u|q$f^zaGep?IflqPe zW2G#w(Dhj!#K{T5z@YE`{ltZXH6In{N~gV(x^QU*OC@aCw@>~N;12Y@wzTi=SGGO0 zUSAy4DqPVj2;2RVmWVd6I)+n-nX5b6Inv_Gc)S}v5>2kfX%;o~IYnqs@bo0~ghjf; zf3A^H;3wvL(NfL4mq0}Frzr#)c-Zvcq$=eKFfqw7pS?A2Wz@*^>HaR$U+D0?lIHQt z?qTGv6G4bL6!Av`S_ef$wtms~!E``PP-CAw`?Wis#9Kv0BL}lm#m1)0)4iA(t$t4D zVrj*vw7$;cghZOzvZqh6q5^iLY@IzA9YRiJhKO!jjr4h&pqPwi2_aF5f> z9q`z@?Qzi}A?{aIdUQdhFxJm16e8Kt&Aspo=KlkNT!ddGYbCE}UH0ERXw|$~$5RmA zoO~63dL|F87yCiS!;E+F3N>%m%S8U}FMk*u{Hbj7qkt_u*XhZL)r9F>Ei)6-{L)g& zip|i_kd?jtt0g~ja`O0#eJAI+9Eq`r#Bw%f$tRC6Sy}646bl^p>c_B8eS-TUgBy8; zg~M~{_`}FVUqnX>x?qO|&&v*|oqS5!bVv4LQj1?d*;AwDF;Va(5fa=t&buV>?&&vd z3!xEj&%jL1&IW!YY8X93u>#!pT{Q%}F;dp%Iq_)PN|mz7DSnOMFdPm84gySf@)d#eMug8BZP zL@r8l=euhf2~ZO$Q2AMft*hRJ}&?M-7~dZL%P@F7h~S~G4mZ&y|8sFBlYxb$5^|2d^b8>`pWhOo4hEy$PQ zg{7Fs91go{h=msRp4Z9d;jguwPN!^XgnE`z#VyqK509qt(T$7kv9iBHeg|nao_@OfZI91gQ)|dj@ZiJy{M)4SlU;GeWx9iN z^)ASgR##e0Qk~WpBu;#8VXdKQ*hJ{6Y3SebaENcB0{H<0YgpXi$M>9ah@KZ?KV>*L zXlPHzlPA^bp&?9#B%T&S$VHVt-tT>V$+%XSS~sr&x+t3MDl+;>o+z5+V{HGD|jYC#VEsd}|1`T)X1))H#%wdPleuI5O^HBTZsE%zR}0Xl^T4PGC-{>0iQ(VKa}tKh<0BU{Url{ z1p^%&-3mr_ZsKy2G=n96p)_%JDX2`|5l-X4cx$Q#tHaNa{+y_2(2VRkU;F}QB3k~j z*|II^HnuRK976uNR<~t~V2-~lfw|FHV;$_(JJHk>S4_)$_?UKFl=oR3kv`;kcznM ze}mVrTRA9mwb^~SPoEZkUjtj%wQz9y!c+}%0c)XGqmX(FPb|djYmZKtpzkj}yZbi|E)W?ru@kC!WmfTDJdsatnqO0yb4y)fzhU#K z4?dliLqA+~!~Bnd>Y;zz?M}?100KWHlurcZHSsfSOa043;30U zF5jd5%zO$UH^|Z%(cmejw#W=Bfx~!Ig*q;78=;6#9iM~2X-sFSl;e&a3O7OleRh%88?9s)>Xk_U_ zfkRylY~%J!_Hls=py8Qc$F~U$6-<|+?Yq1b%yJ#1tY9AF$VSu#*FRF>;FAhKC@8AX z69rBEtf{lji^RGUYUW~Oy|xAo!afIYOf){>6USsh9yWBlBv44 z_$Ron+}3gh^Z3UvRFWBn_>p4s%jPqg)i=79Hm^Iw`QdfDyjsGStJkzTf{(n!)h}kj zNm`*LCNa87>J0aD>qMgC;-N(hJkHx|NMb%*GO7=&L89?)O*9MqUC9$9_E^^g!$o`@ zVh~T|4&5gjew$Ud`~HfpHT3MDfGN^&sV~+n9a+JB4V7 zpRw`H%Uy}< z99sP^44Fj zkt4f@<}p+j=eO!?D*H$-9`#m`}@7X{ZXi{d_(?d za=#f;QwP~LQx6kn{9_ntoHg~|%zuoX{MZ}OQgUbbjsD2&>fzVP4|-SMr|DKloq{J`IIBn30Zb|v3cI~k} zS^4IAx%f*2mL$saS~c{wba$sP-j9b3jTS9fS}NmMTH7xb_T|wV|-@MKF_AT}N#(Gd3w#N->1GYByD4(Ovf-g7-Xg3qY*5WrS;wYP_zRQ8rbY_ST zi8cY^y`%O5*=^TrRLYhNr$;3e8q?E`abItS4qv5K+@-L&ICW7aBqzUn?TgENwYt)h zyia?qARBIzFTss#*F*&Z1^JnnR_hmkYrbv5N~AD>rNyV9RN~T+{3pB5ZHe9DUxw#< zafV^jcb{7Q9>%a8{}(+B45G?d`zhi1Nr8MXyL?}liXuMsnHFvRgR|ob`?LnXp1F<( zTtQz9I;I-+cSQIKR1}^(5v(dyA*WG3W|3cGN*iPh4)NrNA~Kw@`~$QTF*Yx}jKJwNFEF_L!O(aw+%f z?x3}KD+?{e#_G1u{iJq8vPmrL@7@jIQr>2=a|TbyAxJ=w?`rCdHeK_KT=s$LgOcOj zCeeIneP<-EP?~7@*)c(54&#s2mj4s-_^3OMDd~wW8bagv^Zjp|CVx%%fq4CPOYX9! zR6NVEQbD|;@~2NB-rLfNhNaK6?pnMc<`q7OHmVu`=cEW6L4N4a*#sdmF9IQbaa}a< z`um!KiB>Z)JdD79WJc{Y>C){UQ))Di@J#DtG}5bi?AF!ADcH3J=hlB9@tXqc|KtfU z-V<7AePVw2gqb-re(DXy1te5Prj;wr&9SNN%y8n8eAX2@HFJx(zgX*=&66?x%M>C2 zRwHQ%VYk%xrGIByySgIUpN0MfZf;n?)%N%ylRRBoWM?U&%PlaeMI&;E@J z&3?=IVCuxhwa*YXTffin&pw2lW&98biTQ^wbh!Q0Qi37D&%=R&MDXG)6w}qZ!}rS&`Yze zGYvI0a^RdJcXEQ1`nWYF?m9YY_b-zuBvMYAjaeSo!6DGfO@=>%G>v`4FEGD+g@-Ym z_$Fzgt0|-EW}VDqrrzT@0^r{~YUUN9C=3l{EG*i8Vy5)`enJ#!nQ{W<+O=z9-%XXC zlhTUdYgbzwJ&BKx#3iO&9K93IklgY+h}g1?w0ku9<;LnrGKmIJ-9M>6ImIP-4;^0b zOZ80}N6B32%^a=iGB!NA2Bh4KKt6ZTUIDZSp@WpCp(9LzLBv-@pO?mduQa}!r<66Y zC88PTw~t6@T{@H)C=cz+tEb_Ec*>>$}KEcRW$yF)tkN_)%Gr$S2Esxc}Wr z*zVrO5QQMZoV)DTqnjZL8#v$6(atYKd>O0FRN(G3p-kMN#c|*M)*UPl|FVp1^`MAI zy9DEql-ja~Kw4oRI*;(U4F1M|r}=%8Qrgn8CllFAh!1gZATG`^V6fH>Nn}=z`Tl*$ zJr<2(=l-p!70$3XFCq}w#KjhdrlzNxqeclj_AErx*%BgboN64y*#ze2f8!-z7Qd9togR+8Z92@UHG1rp8a+Fd@uqR2sv`5R zn5d(mLSG%0Ci=rqg=Uo8oK^EGKuyv)3|Hi`6Ym7uVLYcoj8m-nr>AqP)0iU#pN$O- zlW}_scJ6Jl4Ez1SfZ^!asC>>27ei-HDR1o6G3ATTb5k_J#ZRBV=E1HoRePtJiz)z4{XVx|7!WD3(!YuKl4!hx*mcnHJBz{{NQ5=vPBY zcW+HiSG^0?BRcYw_HePlJGKZ!XX1NH3904JY)xJ(ogrP@Y+~&>5Wf>i-jIC}Fy>g$TYzjy+$(eN% z^7J#{LSs(RK0IF=tN6jrf}JiHZGXSGM7z`5gEu5-=Vy{hick6Y^i1nPZQGLvHg_Gq z>hx&n>N?3OKf~6`1guE2zp_KJIgNL|Px2#eq_2C(&(G(H`yBS4?`1lC2@E4T(1S5X zeb3d{!tLsbcz8p@fntQyYf7%wi`&%(t{H^odeIFwLtRiFh-Ew= zQfdSt1L5W`Ma8Gjo`#t=CSJQ1E>NV*%*^!EBxLW+6>Ez2%v-0iFb+eu=xlzha`P}| zF1bBruM(dK_+246}2NP&JBesyzOYxINd2Y1A~yUT}EO=#$K<7ou_IN0C(UQ$&rF2F?q zw*HWx-+d^^Yd;U6d#6~9>a^Vkr<|bLSl|mb7pG(2%Fmk2EL-T%@g-MM)E*oj$`BkA z6i8wJM?$OQe#&K{RoRszkr`c-$nv1@{39~;3DsljT)BHCx+e97#r~i0RiQ>%c%!b- z4UL>-Rda@)nVH4`2IPeV{MQv${Fanxn1-T`qsK8Ro{m4F7fbF- z5pt3vCs|xnxP}Kh=3&!VVWcy5uP>$|$y7B`Zzbj(uuKFvVd!9iw)B>cC#rdPid>qnZLQ~>A z_p~YU-ON?HX#^9w*$fR${EtpNoe#4lUYnr74!)9;uefTthrzC1RqAQCyNjg0L7_O) zR#Q`QjsAhqGaTY#*A9>l5FxlD{EE!b!6B19c%S8gG}Lv-ejaZ4`rnCPd}B&w^x-)R z4iUZT(qE07LgVlC&LgoouSzdh+I^x+-Dqib(Z5jJh(o!}AXu&|;D}^3u?-LLzGxlS z*|kznWwC2^ev=TUV!4u!cgBA9j=!x4+TAo>=YMNK5B2%^DR(EchkU*Lx(PlPrw3zA zHF$k-yYfqYEYzZje?Gw#%5+>X-o2U3@bK#s)6Ig{3hf`zs69UB7P{j+=E51tu3ujD zb!)0F5a^D(epIG98NO9rjzAjAnoXWgln@Zj+s5(Hml@*C!-dnr`Z~V1w>L0!Qlnbm zy{9NR3}jhSD$djQt2(;XG|L|SiRBr-p@(DtLQ#aBwEQi*9s(2tR3A$Q$fn?`_gk;}ImmEuRHxnNO7WC6H0u7qj0SS~>Tm+)vv!W?*46|$Zp?qa8OPUNAc8j! ztg5_$2aYg0bOR=c;Jyq+F7uZyFZq_RurLhs4xBav*A1RhRSy}t)7JQ0C{A45u$z+0 zz%tY{Ym*sF41k7~IUG@xB@$kuR&glEm-Gdvxk-z|gYT--uGL?+IcIPA zE~7&npHx0PDzHHD0pS_wSKI`WuWq1$eF~&$4>P<*j?4yZ`Sr@R7&po!c?k60XNgpB z_RodtYAtkXLGcrcR{pUh8KS<9^m$U7z zjqT(T=1QpvJv1|8Q+a%zp4?^pp*+ifL2g~wUeU&0Df%FdLvOF>Nr;Jo+huSj8?uq7 zev>jh$!j@5It0J7RLCaINv!=oVr+EO1K5Y_ppk7un34QvrzcDV zrIAuoM*%x&nnF{{#)&61WI1Pe`IYWIxzd03&0n9?T&I*UWY~R9Lj|}H1wVFmKTV#y z`6R!VnDgrV}>5kjl~_Px3K(q+C)FRyEw?ovVX1uUWgTJv+E0{C?J<*xm&IlR49nOgj?baZY_ zeZWyNZIEqnp|aiG6&$fTdK48yku(}`J&X@)XFt{xQOKySeyhb-{?Fe9(!-6h5INiS z+!k5ZZ;Y~POZAWNCMQ4eLMl}I)|8Qe0HeD*ak5Q}UtXT^SEJ#Uy&+q^XaH&bYn~UJ z%orI&G_u<5EgCs_PgjTj1>u}Ni3<+i>2Q~4AulX`Q||l?xZnV0D+0GZowT&Habp6l z2r&4RpCK(6IABz4}%93UT z!JE-KTvk()c%EBR%s;+q?0>AK?tGGARI8A*^R9mJWLDdm{qI-X z@Vr0iw*)?TqzE#tFhm|Z#0$|Ge;)ql9k9a?_vibIk>opx7l!;wKc^hN(mdIZi@7qv zq1c#^PqhvACK~;>Z;1QfUVVCIoRX2Rl%c;z}N=r+jh9eELVR>l?dwY9p;P#>x zeq>Z|RG`J?vCxeLlV5z_UH`AwnqG7N0#8#7_C&oR$T}2bZ(Yq@C0cR;j~4VUWBBa| zKQ(j1ERu`kP1}U0_o-VCeo8{yYcp{Jr8Nx82VxlN8@}ocp8`HcMIh(myXZV@>iGAE7I=X%p&=sRX!8b4OGHjJy4wI5rw+q& zzb3zU7XRs{d&@$??%3xS1i?nJlzP~I7vwX4|9bxruh*n|bgY7Szs^Z-dU7^*T_Dsk zhn zfUAP|o&=q^0#|5sG*YhCo0Y3ZAGfp=sspJ!+dm6J@#dEYk?YVjXikEU{^Z|sXC&iw zF0D!9{Jr+{X|>(~TS4y@#aOcV42pZ!)(Z`4!*jcD~;1liP(_2pAqKL440GQRRbq>u9&}H&$L^TvOP;Ie%5PNjto>@TFg;S5`iB>!-Fc zQLiSGHBisU5F~zMDYL$GeqzIZU>4W?lU_ongPi^Whu2yQtq9z<-V#h@3GvyyPY?;* z{@k(Nm{{5dMm2@&Ti?F<1ZinSfBG6zphzHY`1oxLQ_2X<&~(fo^%w^9`m`8Uvt|9; zmS~aoWTKF1c+WPzy}4DfOPW7xW1g0w66+c87_I;1$j?5AlrB@B@8;oPW1%&=F)}lu zJ18Y6DJfu*QuTk%q|#lz#LAL3dF2)BYN~x)@A;k5gK&);0uL_+-&J!2g(|* zPKig(O&I zCUnPN*P;IC;azlFE8dQ49a&JI1ND9!;&RtUnzTfO&zjuZU>*yEv~*XqHxmEkB~hU| z6;O=YsDIy8&ME+8@0@ez4g>~rR)oKQy>z5{sl-f|9AaYvBR5yjegt_vT`WblUB8;! z*C&pzFWnxlnc1%6TWuOy4Uo1>w~Ewbz8Y-x*li6EKtqmy!p@UKYw^bkJSzSo@`ayg zsn7EniA@~eMIT;1<9!u0xX^ypjvnUT0VG!FUdH1Z=78+^eEhc&E8krhO4lu}jqpa{vCSFL?>SNQY6_M^g z*fW2E?9;(0vXa#oAZDM@=S55{%dKfVL3iS57}gKay0ZUZe}_g6ZWko@lTD_I_ZG2W zB0~1;s7^dOi}t}@I-h(|`#kEW#^Iwkzvhv&T}dZqt4HQ0+{AgK&#}u3wfb=(#;}=I zwevMJ#0%mPX9l?Ro_IlmV{KiIPYmm0UoMJ!Z9*=^@tPogAEJttZe~knAqq9l*5M^0^xH{QiAQD@uLxv z;Eax{{t;tlhRZOM27O$s;ai!}(=EQAC1v3EO1I$maQwH213KXn)7#tRgU_^R{PzQ{ zxYNUMdH|ekD%c7y~a7{qWLN&A_)#yNB%S{-7ucXUEw?~E~iPF5T@Q^PNYz**rYLkAiN z=)ts?sBaYW!`5uyRwbylT&{9#>qneFa z&phy9cc!9Ijh=VN(;myDB=P!CTR7Pi7T6L_fp7BT+Y~L-sM&O%o19;slY4js9A60Z zQUBL{V7|9`gUH#mHi9MK{9NF@2P2n#?17A8Ab(x3 zyO3VI{D%AYwRZeWSfm-swJ`!NGT&7jGxui-J!y91cs-WcLC&f}a0~uvA2OC))^%aE ze0HmDD1~+Mv*nXFdIgj~%O`k~9RA+E9Q8cFec<8ut@T}=I=0>$g{id~nala#2`FCS#J^f0jo;@v&j)jle z1V;A5w&dTs#Y=hvhxnHLv0K|j0Y;o@{pi^%)XK-D(ZLrdnGr8+#0H_dD-W0d`#l@y zPv%|l)YLZEsLLIuFKHM6#k}@DQfqo<+P}8ENLcOzN6G1xaH-@^P)c|$i z?5&`PgZfzk-fRRv>iKR^LxT(ICkdff74U2W_m-${%nZa7T-c76Vgr=;{;jOL{&VlF%>=~{M9j?gI` zB;$eq65jUyuYc{6*Kw2irsXcR^I%@`!_xNuc~>ZD{?EHI=Yg`(^@?X!%_)P+fA{yF z)zmyWLhkRbNr%WN{jVSHkBMas=l!2$+eWuXeZ~LFLUMV-&=<^iV`*q;B!0Gq3C1iW zW5o~PuowZcM{^2ug-E4GMM44z&|Gu*8qo-V_6w{@ z9G#fXx)#zNSkK_A*ku?P7<68g7{C~`JoId8H#{;nGBU~sGI3GwKXJ&16_J&dE-&|4 zQ$F*8jAVtpE^VY-cy-4qKD6(JM@C|Sve9#=vC_34Ee$*tZCy|tL2+VK*DZ`QoUvc~pgfqJ5=AeM@ zo5IU}mwl5fkOeda>@tC{8WAfiE2u(Y zLwD~dNcT|5Yeml($x|mTgf;Lh=)5S<20aZjL@!WJ7ZWSmJaTpYG+LroLM;E*qAh^& zjbSx6u;fHkS6AcW;U$URuFsHsTnjazWO2gyf1vfK05f+b#6`Wp^BM(0snJ72>J{?Z zS+FV5Xc*Y#)0Ee*--g!hJK75Chj4TlUk`qQfjvF9YQyT>bWzVj1?{z)U|Gq5m*--L zu5aHo7Vjf93$(02=mrEJ!xIt`kPGEMfX{gZ2En07Vz90yxCkrc;pHU`pJ5@7QL;7)*p*9wRz%7H`~G*lCSv3#L7n%u+N zJ4Iabg3*`!_8{#+8^H;*nNxt~#Uf-vIxh+hDk>^a3%dxtu-4}%yM<=WUW;G}aN;O| zP`&%($9teS!M!0IvVs1@)Y`fb`jkhq+=8JKcwuR&$ZHDP_7#C><95t_Z*+8Y1t4+) zBiaJOLssxlD8}wy(BS+8hcF^1CkJ@PBasCaUxCp^0ch>85MUUn_09q~M0BGuVgc>46gvbyIa-o>ulIwYS0oEkeUI z2x3}{yW&TpzaY8U2jlRGnVI;_X50@W)(wFsrm3|Rwu2U4m=b8E#Y~D}_BR@`LfyhB z!6hhhpy>R8Uy;d|4R97s46HOX1T!FDmVJF5{u)$tTW0GP4Jr+YP-P$R6rcbyzq%R) z%v42S|2i*9MFI$KacIlo0*53aN)r_r2;+eU{yu$jpPjuul*aVed69*{1p%sp=s>?$ z`vk~G!YtYYVd_9>Cs_t@Uqb^$Hcv-S56*%M4EI&h0myqz%r7o7X)9#b0CAV7sAxXu z`@&oJ@mO|5fa*(sqZzldy?v>|HK&&)C3oP%N$KfPASDQlhN|?*vv4iT1=^xjqobr$ zR4<^f`sd_i0TfEelu8-EwS5B3yBetCf`eXyWEl|#JKxjYEw{KjJA-Pu2JUsecV;(G zeiQzs=im8zuuE$6nI`ao73ylZw~mII;QCk5Z@|orQelM>=0_-&@qu9Jz_QoD=A`cW zFwz>1fa9;ayB$}TK`603QQ!6JKvw<~q(tu1Xa2H<0u3m;;1Uy$SCUDqnz#6T1ZBV% zz|h$PZVt%EQA$|AS$50U(HVsMh#4_KTPhqBfo};4UWdc5I@j3=hC@jYR5!yN!i;uqa^fSEYZYv^GVJq8K9pvFC@* z&g{TN#n$4#!|gWR#0a5^f|8QOdEy-xREtn1YE)|*4WUgxAfO3x>%VBmMw679dK-Gi z6_&rGMK(7#mz&hTK{>hm4<4Z0IVd_kL;VpilqP_QlN8pS0_r8;qS~3r=zHUC#s+;Ib0APz(7eez{-0pf1#k041hif{inbi4!jJdwe2-Ed~kGM zfJIzC6Z_!=in7%Fwz#mfFM$$j2}sHvXWPW!hij}pKCRjUfsE%sEn^J|6ri09L|Fa2 zAc}FDl~s+pz0RT|I2sN#J$x5(bswd{1(n?%kW&#lm5f`HjDB5cqh1XT3 z2s~5;ZC49mgR>Y|-V2_XY6GblUVsZA3~LQOlZlJ#?eKTz2vXn{p+fY6R(0A^2h0_s za8XirHfIDW%HUC4JJx^aKNdnM(Rd0tv+xm%psH-#m?INv0cwq^=~-C>5)u-qYZH)< ziLE*l;OFlx*Dg{33bsh_)F25#0d+@xF%kSox!|jdtnybUsx6Z&vKp^gV1$SXq=Oh?t}7xkG7?1n8jM=~ zT*r_8$zp`dCk5TwKajc!`V4%h{ za&-`_t-)LtAto}hv#UbvGQ?%-6OFX1@Ulvgf(bs%0+ErYT+`1hv%7|nNbW3419^{ z0i-b9I4HpuP-@rZz1y3c*%X7|O%yA1N_qkL=v&i>dgKGIM;W|5 z>Ui?-R7)m&?dwwtKALop!&TJ*tve^kqZ@CbR|^-8n+>yPAV|3^s%wywK3ADw~Gd+HQc+ zq_niAt3T5K>3M9>`>~`kT9*B zHG#D)KqO%Ahx3VsVDAS>-x)eSU@5>wkb)+jgM$Oglbq6l5bV>kGFI?;cnFjvy_uQW zFkn5&B}nTi017mxlXJeeG6Q-C!%1!^s;o(Cx z#HZ7n4~Mj<)#wp6r{6|L$sh)@H_o&NHQqmii3}w@z3ZrXUw~wbsEZ|l2_69S;XkFr zXBi;L2`^j|c<2ldheGD7KrW-|Ra^%ry|}ClW8hLYB!v_mB&R;YA*um~{qxr^)c1Vz zPYeai1D}#+wxc_nYdWe8*#O8dqXCXqgu_7KTcuc#om~SoVW5Djy(}#t@S&>dC4*E< zU0ofW$~u5qKzFIkM}U8ez}QXz6QPulVepU=rT7gptNK>za3H(EO89_l6mSI&>?}2i zNsW$<;!A?%wOGNq6x;Up@fm7)1SynPo;nLiUV2N+xzmCYDR`48ICeG=x_m31A(}_IJQKDwYP_a_kT<; zSfrHgtCNM=f_LgYF~3b}Z~~BIp=nj>LpF&z@i4ox-{iYNd3kx}jzBt>YO&!5Gk^zF z&y%Kyj1Ph{7i`)HRR3YEZ6KkHij5uoHU8-n7VH>gle#J~fLWgZS7E6%KZG_)y$Qei8uNL2))Ij?+_7D4HY0|*#l<|qWvfEpn46T zx7sEu4M~7|=P9auWb^n#nxG7%%%6Zm-CJ@l3$RE$>SA@a?J=t017UK1rVIu|xgoqm zA8wR7i#%*PukX4Z=s@*A$_~K#Ys(ctDZpysWo2b1xd~9$VFROfgNVFmEG>G3`b$cN#Xnwo9`wH$Z@z+u>kt{*>8H<_rds;a88a&UO< z()cbJ>V6QWU??~YBnE*N=^8kbUN|Knxrj?kn`L&B>gLS^aBtl(c8W4_fHed;dWcj7 zSNOLOqSA$2C}B^Z!KXpxlvKiRvkTykSKTFBMpl*$Xev^R`;>p#0wUXPKwPK`X*hxN zV4eUsL{T0R5C8@OAU7`*>p+*C9wHFrXAP=EN`S!P=p`sYCs+;&CYd7cFIT?jEdhRk zlEFRjPOx)8F!XeISgW|CWC5BCWCH`mK?5P>hfbL~rOer;0GLPt?16`$pAryxqOb>K zYCZk^Wm?txaEfa{8w}Ng(a_LP5C zihLDgId79Fa6jF3q}X%Bw*n|~e(+C%b- zT2WKeDYiJKQ0U|=N<@o;{Qngoc=L6fRM>1@U5tw z6%bUSvcXSKgR9+^@cJF~7ot5pH;@L)LEY2v5hO_)m!NeO!}1^#mw+JFKl360DipzL zt)N{L1(rwUGN%f$AEm#Hf;Z_<&OmfSq0FqsN5!sHgf*Pa&ek>x+z&-Fp?Y9o3)JbZ zK~yY+9yDvnjKsclL0%mLN^?;(Le98Qu6gM0&I3-271Fq3vL3(-+`x9p1D-sxq@)D+ zrxjn;3PaX~f=t(;MuJLOU_YYatjB=IS^3w}b|JERu%>$r0x}pR3W9@Fvd+u&eeoTz zGICH7E@0CwjRV;QQZNc@$Rn8q1axte&VDC#b;+h>jA`acQ-D9EvKxFwfr8%PPEqM0 zd%|RAXeZ(p$T+00c(zwS%CZQY2%q=UBL^hY zIgMM>&E%jd2=!9y4ld-5HI$dB1?&j{-jUeYZ2z|ARlK~hjux>G{BTM+?45a|X5LFw+0R9d=2Iv3q> z#$>^aw*PmE`bd)(t5%kQb2#N~_EE}~GV%TkhJ3Mdq&Ckllz zfpZ@I57(cOY541$ji}TM9Qbj?(f5VlaV;fPY)~iy9pn#2nsBNy{7+t6ab?@*7KXMC zI@SiL*E+VAW)`+)#=1A{4Xka9EzCJtIau#8-+X0jYst^X_TSf8Ev${$zHaajp-?wb zQeqEZIL0oIIyk;C7;9Wde-gcjD_-_)%q3SF1M@A8^z(;|qGUfmFkf8sFTeSO5Sx+g z=|fS%+*_FbBtL5&=VD-(-IuzOeD{i!BnR#0$+{Wlql=6ov8}DgrCFu1d^WSKXxhYL z`9eNQ{0lVj^Os9nS;Ny8en?obMF`=C?JMdIa>0NEB`zi=RuO=ih+K|%h9ZHh>l_z7 zk>s#)iKEPE+ivRyV{FjE9UbeY#C9Llaud!e2n;cXlUL>bD0`e1b+P3V3>c;?ZDQsEm}N| z-|mh|9-RfAn?pk~f~7D3kuIHn>+~ z?Kv@_)i+oi^SL({s8HHD^bo);E`^(oG_tvM3N6WZ4 zjoOnR`QXdO@rS_<33r!Xz^9xTb3v!bM6k9--t)>cXdxmb{3$Pd9GZPdLijuI;I3Hx z%8PWxk6kG;Hfs|dIRwY>S2i{K^~SJ=RSa%$GZWSviUj?N=ZmlZBDW@Qme zOZMF{7q%dwgF9_8JVu>~5Bc0XvNXz-3tkbz@6V>z(a~X6FZs04ojSLqDK3`xg-nFdN+v}*ta;aL!ezCz ziSY$gt@(wVw_c%6HWN;HZ&-|! zSUuju>i#>B_z=teaHZJQtr~2L1f`+B)R(z6|Htdc%XHoRLFH0wgZS)R_haXwqSrE# zk~pMyUrfZitlr}0?%Qto;OMzI*Fj7~^f|ku@5f7~mMMQSmM>15vv3eB+qn9X?LgjV zxjItn>L#zQPDv*nnrJ>+CfCHIlqDO*Vc_fUZ^N%y>AWr5e@Cr|*{D7CcmJ-xuf7CE zr#KN2(W^gSuq`UqA6E%^%y-^$-d+@k&Gz;4(>Xrajump_Z^{*?8C!(Sh!t>Py{&9e zyk~7_6h(+zxy zH&t3<)6&4`jN(J&EFet=ibyurgd65*^(f z%J}@wv)bv6dwPwX=}K(N_5$wi?&4P0Y0Pzgf2Kp(t_+c~XX>lig=h}ehKB?RpF|E7 zn&#^^TuiOmIoj+Hh>M7b6Ef*Zd#I{J`t0jtiYED3-k*c{M&IF=tZX`(ztScc z%rv(j2WSr$y=K;`iUs%3U2LJXS~7*dgB~XkiQ#^I=h>HYc;u|KV1?jJa`k@`@jI+$ ztT9+efzfd~ZRnfy{%ELqgN1=CMD@u56D(jeuSI{BhU<2(QfZaB^V0B4=Ie3yLl$_6 z4L{qRJ2;;CMje{l(eSnl+I<-+a!p!p+b>b86`Sqq{S5z%3e$&x+HkVgn^MR%5-bJt zo1F!$9b%^BTCTyWg(kT=b>|PZmzwGbgk?=k?(&S6Ny$FPU{SIM>;<2E55`F)ckdTnlI9Rqr zE-d81)P_3GGc_E%s;2ms-!f8Y*CX62skQ z+eXHs%C7(G%9#7%Yh+h_@Nevadq7TPrOU2;G_1BlXb-0Hxt-;~M=U2v@iOYmr|t~Htq z&!_HZhD!cGrAzVi3D{^te{#0jky0DM?Vjfus)ZluWWqbam8*LwiHV(KtJy@|IvzX`|BBdW^OK`}b(fVw!TsrwE%bN-SP}2=QhS1Mf*&!%#_{err%BHpZi}(j zfm}V6Dp#j5_p3BCtok;0G)iLI45zx~g;N~RV<^|PpBFAs@_tHiKVa;>iB?FFeg>zy z@#FO-ct0``&M^V&X&i7fX2V4vi(U_tEj&O%`J4i|CE=^yAEe*Ee~%S(>N5VA-9krC zZzy{r89_yc$B*?4BKx$p5OEhzZYU<7$B7^kC7Ob$=Q4}O{x)8>pk-(O6dFo`c=$J1 z7a}>0@O#sh7;fJ5JU-mbcU;%~J2mxPt6B&SPQ_N2%zzp955-Jra1ysA0;iGi5yc@+ z{18D820hrzG|!$rQ^B97;?Tzl4h|kzvHvC;RSS3VId9#WX^BXEJzOLk%NqzK%9Dhd>^ms(~}smcSF^;ZEAN=WHriBYO?tF_J<@u$T}h+7>yOlTga2 zTeog`?qiW$ySCV6I=o`fZ8lJ|QarvIY>HYu8A(VT|GL_7>~!#8@nnMyf?7^aPQYoP z%Wdo$OiA?4<;#~@LQz*qNW@;fN^3f4=sPauk*}5*O*q`#a_KoHjpZR2-)IlCID=wH z*!)i@)`);D1BK_$bB9;FtzVaq24-ioNl8g1fBQz(?4T^Q8}Wdeni`NnrE|b|?-?|s z1GDM~zAbSlgJt0c{)I3mrPI_-J6__%^`bO_2S3D)nm0{a zBH;lO3kz>XpsTA(QcCL9&6_p1u{>AVT;9BSv$wxbNKPJMb=hjx$wL>G|FxrTe+mgf z{M8Q{Qo=U~39YnnakcZKBt+l#_WG7w{!d`Jy0kI#u*lrbT>}T!C1=nKu`jtMr7ZQR zxz%MrIUJ^a8L~~!pFfY{v!QQ`=DH0=31Po0Q;nzUU@@IJ+h(#ByE%+WVt->sN=~kQ z>jVP#{9rxFVj_4w^v#w%nS3mfArjV9%__2asSua8%1& zf0y%9Z7Q-otHuo%UybZ_Ev=3w89uS8xPpD|9Q*5``|YuOQyZoNl=!RFr|$GmqU(iE z_vPL9XUM;N`GSLocUw>}7B<81pp_xPRWyYD$*X}Joo~DHu&S?%M<0WCQ?7P@P<^z4 z2T>pyoIS1j9|L!QOnGp?QuQDn{~a>TZrgNAPEMZQ=Ny!J@`R3srOlw9_z|)bBOM<| zEzy;h;{K!(LD5s*S1|<~R%HQZMe*C21kQ;|NOWgu2*4)c;^FCmccMsQf&rD3@W#7t zNSSe~Jzkphp?3cT2c;FxA_ceE)k2frFXH}W6~{ZnTg!tXaOey!n#0)i0RUaPcHb8p zkBql+w^vEaYITHfwj)74T`@E5Wjfgn0ek(~)~KEzFIyHyZasRRV>wwX+YiV6*Gmt2 zfQ|Ya)4wlK2}X8yKBaP=PjWrIM05K#p6JGnj|mCX;DH|*#-C@+OCrcv+LW+K@Uh%LKx^nj_zwN86MPei5uw(Hc)VxkZdpZPR+(x7=ooT zYgR-iC)2{o@Cgbc0RQ#^juiZcm18k3bdAd-bcU-t2t8cPHZ=fPxpXQ}06}$NPG13q z%4IsjKFyTQ#p~60VuZ43#RC#tZ)VE2{9ErQ+rPWHsRuSvakyHJLjD8Bf+H+kt$r-a zZ?{-K|L5y>KrnWTJ->H5P_iX1$J_m->y6iqI}u`W}8#65wyq4OH zE?(y^({ONf8Mlt$u~pQpPc{7uhvRGwIR({MR5}_ak0vx2m$e>>3RKUT^dA^7eBz)BUqOi8pyYgdBnj zO>OLcyXE)i=`A_2#((VCcYgSA|8A+<;SRvbuw1<+LuWKV90XuMvZF6(zcSQta(oEu zB3IO(p_Hu|{)XrmuV%Ho8>%l`s{@Hmrzgkj+uIHO{SlDrB*3|a>}`5$&@`*`eU;lG z2PAojtAV)NytUBH=_ZkH*ai;f76fPnk=}=;>lY4U@=|v9IInHLQDUuV2UfrE=j#PH z(bJIdxt{FLEuOHTUSl)R(DdaG-YjO}D;~%1{Sjq8k)hgR#!cC;c>APr_-E6Fx7{_x zmO}!X&I@#^MP^d4xUqr7=A+RG9w$)%L<|pAJUl!UvXzUzd7PeHy2|beV8Q5`3y)so zB?K2luxg;X#a(ts9X1jCyyCoGi^rCu{qt?WX5PUVn23I~>}T`&&LqK|0ln5Z0iMI_ z9o|PLm#jI=2G|dF(emJ!5DZ*AVlDH=WXsS519*zvzf)NGMlo|rS(Urh{l=U|QJWW4 zU=6N9ZU-EQ75~X{e#gdkzZR!%J&vxf?m)GNaDv;8O5-^kc1|N0eKQ<#KDUGWCu9o{Q?v;MG|d5IkEh9AHb7!R(p6vbH85Px+>_%4(ES5yZS^I zf)L^z;WBcRc2-AQU_(^O?O7lte#ISAW5YHy$au2d6QB>Opiki&|IFYc-*xwMXFPJFo}@Kg}HP9ULeC zP<3^~>ywHcPk1ON9eM{4-Z?;+;M+??ww(lGrcAy*p;KF5Uk_!~h=!bo@Zb2UFH1va zcXia}0ai=g{J#KHwj~`MofYJU5c$MKL_|*5NT@9gvArm+JC-l(JbB_BC(t$-&eFZc zlFT~sB}cCbAJU^%B&}e|uJ~*v2*-bK&r$Tzqqs892jcd-yAxgn){8xiikYfmQ*$;4 zoQjdB$M)p$y9|$k<7%22tymc*mnyb+W(q_Cq+c|=ypdiP2vju!4cg-bBp@`jgtJTm zrIS-eS)3|$6Hr;zTd&QEPx%5cLefmt!o0FeGT>4D(N%|m5>!sK!?>)UU8w$G^4cxF z$f`bZ78MmuQ_iJ9YzaM9$>&bb!NH-o6tyMsrtB7A;p9#+aq-~D$X~EAnXC=B9mP;1 zkcS|t!MN+@OD;SM3|RA1p8ca1Ng_ z`WzC1Kq|)@)YJr#GbGFQRPS)XbvXSg>AaOF}uQD6tc)L*=k?iZsv$4IMVm;IR&f9wujYe-QrKbF}s1CzO zv|q`0oZxV>CI!|Df%TNa?y-=;@mEH`+IwPPRXE=e3A*SBKwu)jLr4!u6F@FZ9SKPA ztE#H1I6XO3sY-Z>r>(4fHB~-=HPkzi$9zN*yqKUpq3URY%Rewa3!9GTlWGacI zSBZ#j-tS2+-`gt)Sb5job(6l4(&7&dDK)j4eT1djzw(bypRSlGnfuLQTy*vTP+#BJ zNJK^!J|o%*Y0&N>YMxM|2JU2tcYKRbSZQf#uHMx>Jui@)7LHH;gH-+BpF^2dIJ&JM zyow%@ztYhx=j}W$6-M$4tx3rzPk{e>_C?GOb4Ax`U!twBb+aXgyQ{jXJK4d1@gz_2 zix@6Izi^Mn2m5GSbEo=*NWg!wkhJE(!h-!Gp%6&}fxM%bLogc>x+>!D8xvjUHk&9O zch>`pM7$j!AWRE)78)9F^qS5kWUudrkJs>}c}$zP>olyQ^^vjxS!2aL0TE zuv0eeQd?ICm?TstD=h3^I9{~8io^psKn|ph`+4`}kNV2pF}z5{M&KCOU3QiO;(kCz zk$)5j&YBaP`*{K?*;lXb5Ioqrf&#-XFzpYlsS&BIt-Z=;t=~9{1N?1$L&N%Xh`gaX zb?dbKU1FLTtDA5MX8nNwu za*0|>7*^Eym`0Iwl$j=A6BXz5z<@?}eeFFmx>wO7P z8OphD!8P79?n(|=N|lk7)gLM_ZUv45=nB83tnxsFHv@|eumO$@fGrikHM?U1xeoyn zwn+BwA|v}wAw}J#ZL+RAVP>Sy>O_zt-^WG|0%~a4mjN*R)c)+MgS*9}_SdHxKVl`q z#Et+#RBSXefwQyRThjq5yAO=sN&Y0 zA@c$rg1#hU<@yC4S&&?6AqyNLj$h17)e z+TiqQ>FEAsYgLb&{7Sy60AxIn`VdXQn_o?B0v{XKzCRP8h4|6fz)|ZKmgVv41Q>sr z?SkmXYg}m><=g~y($O#E-PfVLR3#Rph&IxR{;|nU#BEkv@1=+traM2u}zQgcnmF z6xgW4_{ZvMk8kEPBPI}Vf8V6X7fAMX2ut0`Qp6}2u@|Icz<_=e^}a~iUf0}*R2%?_EDsk4L6-0bLK8em z9{d7ldldL#m_X0>=ROxn@2YP{11AqSh~lviE)Aq;577B-;P_;`fr#slY2@CeVLoRQu~*N}iz5liA0d)uZw zOs`{g=FOy7z5D*%n;2F3r_^R{Am4}prlkiHQH;3F`sHi^nRrVq$*jX=5NzTw?$&fW zNKh2wYzC`@y4YFuF)xKqOE84~4Iq~PqXHRTYCW6bn?B#6*p5(w$-h$2?}I;o*0rMh z`@L&dac6TgzvS~@sSptWUcdGa4v0ud>H&tYZEk)Q!|gAUP_JrHQBY`i!6;9M+KYmM zf~2&x^?pY-?=SQ*lun6=iTRv1Xu&1_-b=WAR^6fzZ-?NTB25a;Lrh&gwk10u+>q?U zd0&5P&@j=|n+ZE;_<)iI=nQF%4Rh1I-feAqh2fI6Qx{F~&g z>ik8f8+R)wdlgGPln@*cI`475Wo;|ZKvhZ0M z);V<_C?oC5cyq8lIW6Tlf9qBE`7d9X88zyO&K}(tNad|l*Scwx;O#^GKAeTEa{LQ+ zf%$8y-gK|F^A2OUE;}`?QBS`G46bu0Be>b4FebOUroOdNh$;Ez2~P zELD1%Q7s&B&EUCjSnt2J0IJy3E|;W3JxQ4opWXgQK+fp6yFhzefb*6vh$Oe+Jo&J=R#Z$ z2Km~xNy|~Y90Qr3OQei)XSc7=(${)oXcs?95Q=C-k%htxMzMuYUa6AHM7)o@ibK%9 zC$i3bHgWsMLGQIZynnoG<6z~EG0jG!3FL)vFW}dF4dM?XII2GF-V?DpfhG@pW+_jR<2sNqjcnA$EmG8o1}U_Hfg6>lJbH z2hr|tIXYgr3EPW5{fNH}?;k922|XPNIrApo1^0b@J-bue_&wMvo)(N-PY*wU|v8%QZerIuZ;|1yUGx0@3-%#P&!P2age)57nOZ(CBFNB=*Zp}z3OpTtQuID@a{VhdB zBgs(!A<`M`De;L<3D%uyqMlqxZQE4Rd_(^v zBeUt{(Q(@<-QjLbR4biyjRdu^YohWQFa6X*?(R(#@K1mO;;GmjUZg;J(Sqcvo+-tgi|0#|w>Dlzi z`ZB!+^V>GP@sbqiOqUoh!t53eU~4y|XV>54<|-;F+sY+yv()fONps9e{X9FWGjefn zeQ`Ej>v6h|m!3$6zq_Z$5kz1%a0RN#ydGn*sjLcCq+02CR|pBwfWEUjh#6Yn1x08T zmC-CE2NAd~-^<^bjL@p}XNz84yQeoXe%d}FO-8jEu`YNMwX^CC)IrG_rFsR<`nu(+ zdSB4iE+sqPhcM5Qyfc$i<|XbTwMk+Q0C1RHp8X+p2pp>YlMj5-*Big&Hnig*9q_W@88%2 z7UZlYtL~UsZB)Mp9}p2uWEQLMx_v&ggj_LejxDr>YG#?ecku1ZtTabyYU+VJI@<;7 z?M(rP_w{0%n|5In6U$y|uU@tPWId+zIE}3aHU_)q%NYs^-|Me#J@k`<0A;PR%RbrJ)gD^=H#=ytL{16EjVrVaQqV_r^?TQ6{d% zty>dQ5DiM7S5-vSf9_Ub$H15sWaJInJI#ccZ4DR%lnSBqytpjyD* zq*|=FXG0e>kEvN~9@o9}>zCwR#f)D-<3Xr*3r~o8;KJ=NVs%0O)S_t}%H{c1Q;!iO z3mK%+JeR+(<5!2VHyuJ)!ovB}GEYDCl9m$K1%F_I6tJQTKo#mvM4j&-Q1k0A4u-H! zy9-T~6tmP-(hB{29n-ZuxcskU$;K^?G~ZT=7!!9sC{T%~bE_UnyCZPxmf^kmjhS9) z`qC*Y40hnsfHSsgVJYqeWsX^g0MGzoSp%=~pyCYliQsStEdxV{>tMwJP;My5=IqNW zJ;MZKs^inM)ztsZ=yen-C}`K9v{==1tcG732V4!7)^RT^EgCy zZ`7gb$beiFM@0MjI~T~55>ihp+wp?%JP{@g*7f$Eh@hKx!LachR)6bdn|RCyM4sN- z)&mhp?$fOQcpVoRi%DyH+%^ubl+HvAn@TaOkGm|nr1S>HDyBB%Pv_1hlP&I&a*b;J zq@|}X+j3t0^%Zl%m+-c7zTstn_$eTE;EPv-iaN*{CT*926bHD*H{20$L!j^bFz;Dq zmmM(#U>Wfgk4RzSz|tjy*a%9T8pl}Xk9X%z1dplgJhC=tBDfW^?sq>UXTI|gJr;Ly z`>@8TDF8~S&%Om19pl@1V26x(&9w>Ap!g~A;~oFv3LS4fhdc@jXnik*ZMvWE!o+>d38H9zQ#i40q6LlbyvD ze~ygiHq~F5|rG5V01lNZ&E2TqX6cc0%|@KQ+vS1KbbhSC#41kyI<3V z1(Fi%3E)5&kc=48krAi4I7F~Q?Y{R0_@3ds!z+aAwD=bUx2{k=xCqX>HA+#5mS#av z_eKp^pf!{Nf!KkfjCA7^LeBEe0eM3SmDH*2HlFcTD62UFrD^=<3pNxr?jbcZtG@sR zr^jl&*M2h?Ue7gXX?4$|Q4j>?GO=#5WRVZl0#Sk6E5i{`<{%Rlr=b~ped-RCKfweJ z?4g3(A}T_wSwaLhD!2};uv;cl{2I@_ePmJTM#%X14C18F%X*@#eew)+{?Ob>I_>f$ z5jZeq1bs!mUHae**2GHjE#_9h4Ya0bFo(#fy(aM?tYc>q)Kihk4X*nF|Eo|yM3ne~ zQ8 zohF`_h=lxoZYK`cLzYn1%QE4fK|#Hwev;;AxTQ)=q7IKOa?YX>yEk1;Ey#B|9#KL# zQYf|l6>?~2-v1na-s?i0+iq!vEFq&9QYr}+bXmUV>+dyGI9b>aU|MYBtdhSmUAe10 z$iX>gv7mr+xv-3e@Hf-h=n5bC$SzUW?5$gNKk4hc9WRw%f_IkOO*c3A8;)qX3XWLg z3GT)sgK|d#r({;e9*yg9;lhSSS40A``|1IdT`6NxHyUSWE*%R3w zT8Z^_!{VTx7n>b#urjkG??0CNM_ORLRZncVA@T9rTH|#^rQ0-FXDczNT1835_MV8Y zb%QNMMolBwx8yB?4fPpW@u{5Z1y6UY+gh~<*UvJn&r&9L1=ln0N}62*a7jkh>5u)SjkNJ2JUmz7_QkAaycTOy0>SlaXAs^Hc3c<-fbA6(+IN5&v( z5l6pe`gPY0Tru&7+KGcJbscQOGQPe(2x^PC#&t2?>3o?T7BzKxda!M2RK3kQ4G_rn z-hRGxNZwYOrzf%6eu(x+k|0QXiAOL0UijqBNExkzHK$*bc|R=`p#=g#l?q?Ss8G@J zoX3A>J=2=}c73YNn#S#*rp)eBxMGQ2ne_jju8Gxe!>ZFt2p^#wMsylKhLto|-^0Y5 zXds`Qf0iHcE3-Hn_dJtQH0vb4o%Z4jUiXSuCgg;{88A=DB3<1?8FJqso|d;qTf}DL z_<#OHwEO)NuH&n4Y(-F)uIZO~c^v&IpbBTboSVBgVsnM;yxU6b)A+Eb6a56TQLAMK|i=5B=uIDb#~YfTmn%f2c(ao#)H zl$m6!e*0GT*Kko=0khCfWa;c1EW^@{u4jgnP_;gHK-Ei4}6z#~MD;>kZSD56~&CZ}@0YF^r~{A_8Z zt81bhE!)3pln~W7)KX}SRp}fB#pMWhLmz^e+$cU4Y~m~0s`%pdo3LFt+L)qEftJ(0 z#%~V)`hU5M1;_`r*UXe-7Ue`mj3pBhEfGRbk0Z1u(yoX9;F$uE*^oZw_+oE+ewv$G z8#+^ot$X`AS@<^B4<(+T{B8`N)GWA~zJ6H-`k^7QC4y(p&v))QtWh8p*DV@W{KZ~Q zov*s$rY5+Ty&+f9K_8-@TyZ^hKv96l{tqA9`O#X*<+ip1r5{ z-Wc0;iG@>ukE2U4nukZnYC?qg!^mjTBlO?d<lduxoDJ87=N8xb%9=%y5c~$Dp~!mvC)w%8+bb%_54Plq$9 zUW1p?a9PiJezhH*D;CHs1={O+#x3A5x0eXb?GJDxfV&&sXiD*VZB0U703^~fjIv}A#v z^UYT!wq0`rQo;^BCzK#4BtcU7Vvm?njGQ&{N}hqg3adfg`FtRW)0F>Y+}PXdHnduT z!>qHil-;J+bLT3@Ip-};0d#A{^T&=QT8*2YC{EMe2(4DGz6`6eEY_Pf0h!CaE$>#O z!#>Q@i;Hdi+CU9J+JKaYOib(ZC6grOxI->g?bQZ&93I(#i%Ur5vd`J23W+`OpF zWmhAgz)GF6HQInmDI`>%Os>jRaGa|@GN(U1qSXG`$9p7%j5x3@h`twOtZf~_r?Mc+ z0N&Ncxf)D^>?Qr*69olX^0_j*Z!tD2s@>ZQD?eVm@i@jq^8RDz?z<(g@b?wS7er~6F8lkEsGIzVS~&pl`MN@0n5*TZMpZ_Yum0~z_LivD_}7{p2^RF8l4Fp%y6i@?jQmH6T;-6x zDR&b@kj)!pH6SAZ6_Oa}#p41!;1odZUFAiX@1f&~ljFX@rYj5qLu?}zJglT-iEV~B zUcOyCgA{dLsr`!TTQ8g3osYhblwcfCTcO~yroDIX-pElksY&(0A`=wCqTk@lUVw6r_?_REnAdr*2$Q!mYvF(I-Fn`xP(K4mvO zd2qtp8kw{PimiR4{i`BSx|9PuSl9#Ygdg-oWM#t;L_j&}IQ5ZdW9t~Gk{M8#Qv`h= zWtv^sr14$}k=O3Lnco39BfC*xEf_XQz)Zd;bW(&jg@lBx@9uVN+dBgU3dbBQt0{k_@?Y! zT?JA0AP?WYXe`OY^G zbCAL|^LPSG3u*YWb%mCKbJ*B3>5A)uQc^-A9;X^8NTc6-diDsqoitHr>vSa-B`5D$ z*IjOMoQ*=SZx?Q5fA43UM?V$&P+VUxcK*^;B%j8)45=8U445w7BX_I`@SsmXnFJNN zmW|^KRa9MVEw9@_LCYy>5LD^^s8SHux&Xw0d{ygmf>OcEHE*C;63$^-PX8hV2~`8M zM1exZ${7tsT$Vh3P|&48j$ee1U{?A3S>>pIpra$Z^JIf`wlMSaCsc~`K1L<4O{3h? zPe!BTGu2rYM<-RsWWbjTC$MUO-j?XxIg-QH-ljb=7H#q zK`nr^mvlkx6l4@uyp)514K2;kFve#&A=0=6;sHWp;zuBBO4F?52OSDhp#@dzRZo!p zJ%hq@^nGJd1qC9gV;ceaV>XcUb7uFBHJ5jJB4ahxe(bcDNAdH(IF1E>Od|BeG7k*9$i2rozOw^6SUp4L)S@4KWLQ8`j3~|Shld_ICH&{{0?W0 z9&y8<+C+MjP$1$jwVcF+@~LiDveXu^!{FoYEA`_N5Oml-dFTmTVQPPe;N~UxBU`mZ zX62pW{6n;?e! zq4z~aB|4yb8oTa!La)#WG`2w>W@9sl*oS&*kH|HL`71r&v0`|jwDQl5zc!?9LTAtn za8&tamx4v@{=SP^vzkElWEj_u7xt^3y_%_|2?b1}H?(@OLqiqFQyy7b=5!y9m5KY8 zBtX40U<^baH--!GST)~4anI{Qk}4PR$q%LCEIAPVwqR*P6&wTU9^j5)nJTH9gyzxU z=pRo8QuYM?qZrygd>ND-pdxz*d9|+3vZ?Egj()Q z^6I67km2h{3V{%6zBaDaAYl-H;V0Qgi7zSX8N$$}9~i>GDa<-t1Dd|%0l+Qqkv32J zePxl47+aKsPd?+|-s@KX?i>6I^-XiEt#N|5py1s_<6L?t9hRuuAQQCJkBhs8_Lw`4 z2JoSnBZvxT)!^^WWz{H~K%+b05Hvu%VoCewX`es0IxS$Z)6v;5Y1nJzFvyEqTaTIC zeO6n*uSqqX=bT*a&~Q;)&VCu;A_#YNoKUTDVC^73%I-CgB)rbO+~ruFZ?t)`|LIfu zh0-mFQtOGSsRI|NuQ0AM6L^+8pzWPkEO~h$KC)GA5rNFAAnk5$b9-ESwwtRpzLk;? zCRXP6a!_G-$315<67l4dhq!M7XaNEbv_M+&Qpz91FCUWG>lS3*9El~Nr>X1vsxH( zZcT#g=Vc;HKEFc-sjY%H0h;m-5D7;>1FG#}kKgHG_30F-+42)P7}J0|<$f)@hll?j zU`L!oE3MzkFp{K{o>k0wnl{UE3SjKh9}QTLJ(>kuZ{InFj(~g6_CS*%sSY2~uE)vu zwW)MAJkkoGpMCJ;GqR~v%%&Je;NsJu)2Ilo^y39%H@B67D;-^w`52(3$!wqlh$5*@ z5V7oD4m0Z8w{L%!V%)HjK_WxWrpa9UfwubZ-$V@o<(!&~!QH?9Il9>Txh;Snd`Ymv z?Jxu=@nLO1u%{o6W|*_nQ_8J}!r}35U4lm~SAWeRI;QaG?AdwDD0~Wz=^t~i&Red} zSk@F6uVs5YRE>_>TK~=P^y~ZHFgVA*dI8^n9O6~4k_<*e(<8BWQ4<(z6JC(f8B&mg zdtf{n(T;e@DCd4ckySnRPT0f4@$hw|u+}8n`oGXW4t`PDHSp4{%;R{A$rAguxY{E>rJq@Mm|vKjM&p>k-Evtgr-&8C@>|#rL#7Ct6jm$AL9d{Ya+8Ay`imETAoEQGy;u}4 zCA$M_frUk_R^59;B?3rx2njoYVwGc6_w+czqH?*kY~PK!H|jut4(azddP<%H3=+<2 z)pcFn)^PLgZ&AOgxns^&#+T_k_EVH{ar^QtA+a94qw6|$0L63ON%^H|ST|)EjLw#n zl%LbTJ1YfZ`Sil=2di%I+ZU8^AZy0Fh`FO{)Bz`;CYoz@yN;l4dGKjoa-ki3QgTuO zwWR=*#Jc+hg6J9^hpechTdU^nuQlL-3R}>Yi2dbj zl7$wpJEiC&o!>-2&Ydk*{aq7`Ep2=stvN&=utXm4tbw+qOtI#8SK=2IYKAHrl zCdL8Z0B~V%i7mef7_HfDU&3$0{o~_9WytnADxhp_1RSE*-E(uVT*a}deogNI3jnRy z8a3u-e`vaUuV2S2G_5OoebECZZ*6zc)BFw}1?)Ht%}qvJ$d#84!GqZuz{S7#B&gBW z;M<)^SgmoU;dW8%KUtiE;lme5=z$pj47m>x z1%=9x0n_n)nZ76kpLr>d{dAfMNdoH`9&NLWJe#>y2>rlSpP1S-w--ChxC+di7L@(TW|f!v&UWGNHL844bx5=30Rv=p zBtRcD1PWcKz@ZS4;Qah6=-QHkW^cT7S!B8`PO^B~nt;wef_zfo#uA7UA+qJC(I6B1 zGI@{1)5#8+oB;w(+hzb#uWxEXIw7I|kJAm3qp0cW>41J{%|JnI8-)8UCY%u)<;z2? z<+i!OC!5wY9htoATZdR3|Iw&=G&I&~ilyz2eBHu7>U-!6fBW{W`pyGLacVSB$X8f+ zdcKIzC@+Cd@UOjeBzNVjh1ZUt%k^K9^fBlpO?o0 zbEB}bvdYQVJB+50vA8|lzop`QeXy!Lwc5+5ErT1?SYNLV?O=}&LBkpl85wy^YieQw zb>V`K$>GZKa_d2h%C^F6mAziw4wqZ_*yEz?h5RkcNoZ34~@J&~N`uiO{SCS-^TW&|^rG2xxV`NFRd@itYM0 zoU6gQfPa&p{~CzPQJzpQhwtXNmR-4X4Rw=;r~k@%j6`UYQ!X~Yfs7Dng(J|q*Mr8j z@6I<*EBo`(GA%jI+q;(bisjef2=JllNTELu@sRniRsx> zmL<4}7-H{bEadOtFdY;v4b7KE@l-FvL;HfET&(DoVT`z$cAs>z^CIv-6G6qSbC{Ug z*U5cY@yKepS@B;DD-OyV)}bWffgkId!)m62u=w~I4{fYNk1xIX*M-II1od_DgUq*J+@m@;LqXTa{KpPh@cCd?8Syd5Nq1QVJMSZgFsUF7=~NqN}QA(>p%gL!SGmk`N{|^J}{ooOjLlc9b#BruU;fk7Ht5 zYAVrTkNs1G(ZLZJOMsW=3z93>E)EPU2|N6uF(}A>tVfB-b#11@8xJG1@91@&=p|&l z`a{$nFVMXL?v!^}GTpO2UcN%9{$P23|K<6TAzFG&CPh>TJ%v2>6gvA|HRx{&{LiKl z9s3q@ptSrphRA+2SIxxF-9FB5-54q=y)N4(*TR+-RUgcYi-8zs)a^2Kg^Gw`HW!~LGJBO&T+#$0qvN_QXVpElXgKTYv5`}3u2`_pJi(xv*eYg>Vo7$5wf zB#dXpS#>V;NU219&8l>Ec$Ds4-$;|1hVv{p_manDPmE8nsNXxYL#+;P;vP#=Fe$!x zUo)Jl_Qyg+UCIi7k=Cy8l=^)L==Pg&F z7fko}DK1o|-AQzF*(p#V{O3OHxpsl+h5su1@vst}=s(#6AEaO~N zq3N57ie|l?9g))$>51$7FQOu{g+@l6Dyn_}efCr^H20pQjhz`qD;*nwa{gmnw-_EQ z9t%aP&8>6qFFg|-uX)q#Tqbt+?2MLyfB_k3<*=jWV-ZiHJ&64Cy)sdeQE7zQ$RYj_ z^x@*fTmsXhaX;e5CIN>m*LXILjrNXB!teh~guB?B(RA7Uw35T1C5$Po$?SEQUj#9c zrvx=9GM;71eks#Mp2IN{BpmuXviejr$|DYwA@11=lFGC$yHu~IfETt`mCpKPa7zY`P0{t^q z7VIL6Y}a`7--hP?p@BQ53yY7mv=db`Z<;(sY(k$;G3!NNb0$A2ULtc0bisG#Ggxlj zu{?I3$u(>Pv=>^#qmR>Bv45NyC5e6Z2?|^On|!6tdsugOSH?1r2J=$#FyXrl@@RZQ zx{uRC{#n#KZgKG(8>@$yo_R+{-|oFFEKyc5nA%zC*J7$}Z^i^qcC1S6iUI|Kb$P@u zY2;+8#N55D##L_5*d002QK&B-3Y{VEi-&48taA6q##{U+gEFYV_XczAS7Q)47d`U1 zM)0ZRI*rJ~hi#K>J@!kA$Ky?7RBJm~Bd)Fi)z!|Vdxztu)q&X-$Kx@-Y7sB0;xBOd zljD(H%6XxUQ1ddr*4)O2BQ?Z0jl#PSF&!M=k z(Jk++YMiS2F<&}+{~Z==O~=W0EZWBbPtAi)c4F4g{j!@`HsdepC0UJ)LuWoI?luXF zZ*8Jhs@3c*TJ)N#_1@jJ=XrL!0gg^j=z^`Zg}OPb<-YZ{@V1s#>6fkLQSdd^*I#zD z{jbu_I~?o&|NAFGBBNABNfITgtQ4Xyl#(4$MrD+7Ss^4!*&|9SiAc$gB%54DC|Qx6 zk!0_k`}w}E-}ig}#&O*Daol(R)RFT%ea`oIyo`TDLtgPcpxjCHkQ8azgNFBd-B%Y2VFR*1ZU z0&CZ*8w$y|DXrg=1h(N{f5^#Ss^^avR1cxy_f2NTfa~pN;}zT3l0kd&OiG(&Y}~C> z18&{)Bo=%KA7(W)>ti)def@(k*`|!P-;b{t78z4P5a#v3sms=LO=#0)JZ-hk1*YNF z_&WukB5zG!>+N-NDlTQASy_UFIcALla~LllBe9A+PK=aX2&- z9slwdo^JR#y;t*&kHft+Y9KR9Gd zUd2FO<$80~fWdXqu+U*3FeERBYGv{4>?AF{?rcw!z(EZc%p=8g7wdTm9qJu?7V?(5Q(d^w_&VG-fdQr|w)}g0PSwCXMyW0TEDjyHih-dd)hGpp&Ezm^g!Hrc zYf5;*4L!Z`3Il`ih1uzX8#{J5dIY0bGwO?%{8Ib3o5N*pZd$BpUHdWo!EUXLpKc4x zTMyg}R!gFFolY3;ANqRcaU9-N6HMM^-haxtp1m z(rgDo+o_imSsy+GM)x{6!IzttXbJEh>aur)Pmk-SQ`f?FpB{A}? zcz1n#Yb_%Sz4v;p<3@9%o(1lu&B!j!kh81_r+-bU^Ur%3+ho>mmDSH~E}UF~Fg&F26Jzeo?K+ z#qB@4Ofxjnn??F^a}*TLP-u8Hv~)FNWukRwHjjQUmAA8-alpEexb}}v&=iz=Qe}-! zvbqwD?l#sQ;xZ*p!PIHQ!PYcBXg?~|`(;OW%fXoZ{KcG4PxgFIbr`5h-@?NzCDnd@ z{r~WjhB7v+Wn+`z+PsN^j8h;o+`XteqHFF0GG-yjaXprq3)o*+45VG)>|rS>lEIye z)6Ot)&Qy7_$Hk>7y1BYWd}SGsu!$+xy1FXs4)1lQ`uq4LHy>71^z{!io!`l4aY-c(Sm!n*qW=Q6!wxO%AksX#5fmB84f&|)ykRMW#h_u6?r({+Y?TJrg9X3|XkQZ4$=NeQkXI`keE zuL$24*0ZjDk#dfTpPz%}^B0?!bmkPG?mFnqk(+DsQe0D9U$40g79qZy_r>U-p!KLp zp~YwJ>wNBq561!ciiwS-Mq6k(dd2RJkB@WJ?%%WLn6k3p_odsnsVVY$dYn~NRW)D2 zPAv{SUdj!+Tb6}gGx9>&b8X^Gsh>Q>)ZQdz^OML!Nd*_ItZ$_sIC)L{g_fXcK%ls+ zR9xtCjqs>g{`!9fT5d(}BpQ4lxyB@1&AG84iYm-qRBCty1j^G_NmztL^c#dI7HQwm zC4}Ou7t)~@if(Qj%b#L)8g99T3K6hJU42W0=!IA+^_>T5bXUG6KVINcIOBgtnPJ&^ zSbn;v%<)K3dkGb-bz6_CF>fj@9r^3ew^zN^N$1g}K0rHi%=`Bo9t+h*wkwN{?{jiq z8w3j>{_9LlPG&-1AewpkQMtT4xm8QnGv$1CxlPfE*{o5_e~uxGjlb}>Ij~A*EW^%sZqCJZb%C@=X?5=2X6648q>hcIUL6tUqqMfQ z^*;CEIgaK@9;int@`{SIAU%x(+|fA5btH-z)tnM^>($?j*SxHuL3JVj9Oq;rUBMGN z6N+c_c2=%LtBV)IjSkr`zqPC|tw*?^obF3mOM%*05j8sW#ooqVx(Jo!ZXqGjz;!&b zuHs~dQ30i<5CJ?IPHBLnc<(gA1qMY3Hb?h2^XRjgoF;$v_si?(%-nOHwt^V~j-mHqw8{L&v$q)?;l>+gr=)vy#8rZ2Cx1efP~L#}+w*hS%mjg*v> z^q#^WLe#vFV^90+*)zhbOh?x=WDT#I)(l-t^$SbNb!3!sOmzJs?LfDCpTr86w6tkP zUz?Yq53}cetrg2|(W{6$6wawo)_86)y#BoWd?C^@VvE1g)mnzKgWL8*zMalu8un*t zX`BA&^xIhcE%T*K0d-Z_l^r{pygI#Dgm!#+`d$S&VhJi3oqbBjsD|4+LMbsfK5-e3 z8&|Job$q=0@WD6syxy;4bQ^wgP`U^8Wc%*k-IHXZJ-A|RdqE%wcK$G3aruu`*UD)t zALbMz7QM^y4STYc&dk&g&IR$LOt1Ya$y(aneC^BB#CQ8E2tgf-DJ_p0vwVhcBHWHV zbgQQ)uS?{@ftwZ-W$2zT( ztE)2BY%#=BKI-IPpSx7Teq`Hthx60jkFl;0!B`33a36B&>?wm7q^b0AltC{K<$05R ztOE zYHp6eCb4hX5(m5D#FphK^&B^5;P@KC@^R`IUDdC ziD_tkDDLPm7!lQe&Sn{0G?#$WAY#9fcT&<`ajqb}Gy`>Yl2z*kP0ZH8L2M|Co917p z>`ZigcIZf+8{cj6A+@zEV300|Z*`-L-NG@myt2YQE!*DSE%p1zO}BShnMxAAv|CFe;(nM zN@xLSQ18172$?w7dbGc%I4PS+fJ*^>)27ta)bWXllFK2o-Y{UV4IX~GG5_7iH!x6K zLgW-=t;bm|M5}Xd3WxFpq0i8mHG@zo3 z%i-U%*+l?x@&NGRgQKIhze5ZS$u*IOSU^Vg@ij)P$;p!^i-G)O<>5(naxu&DSiMO) zNbpUy^Vl;PSy(DiSY_%uU(e3Iu&_Yt;sAyE;OiH+wQ-~Pck9)wSFQ1n3EJv;!yr@F zc3D?;BvG&T_z7w!SLG9UCmA`y_l1DR4rl`iFz7}{M<0n_4QuUxTm~RZ0DAj-Aa}ci zsX+DFA0oGI;D3QU3UBS#qkFEz=m`ktsS#1GM$ngpC?=3;Swz$u%gD<1mbnzTFh=F@-<)cO$mvJY);YH3q*rND-<2(F8$%U+KE+@{)G{sQ1#baL9xWa@p}bca`Ea^0sEWVDv!2MT3GG4TX98(LhY? zMMyq`bj^7B`}@BPUbBTm&^p%FcLzUttsUO~=IIhwW1qIRHd#1i#;_wAMJlXq^IhQF$WHFgrVoc6!Y`nN0lxR|&BEykAA%)F08Tu|Pq4 z_wL>Dz!AUI-*@fEw$2+>uwkIO)&kya+C)xIRQKEtfnR(Mm7}L@JgV!;=wSq2i7mES~OsI*a|g|&{7{3 z?peLoecf&S0|Nn(k&$KX<=L5;_b~u*?kGn*fd7%8tx*aMT?8PGwH6Tx*8g{!ooIWRUZhzvlGDLNj0@YRtCA(O2Ci0 z_w3o9cHdbjq^1!bPHSXjly&+b0h{YYx(;GSV6W6)$9ji8d9n_QMJ7&B1w3RbylP3w z^3@xbS^8L>WcclzoVDf)r?>P zX}l4gA`Ed@ByZ@pcwnU8+xM@d;EdX)s;Vla>pW&w^XL|o5OL56K?p-fUWo!4Y4C)Z z-HbOhJ!`(^1tweUII4yIyT?L*Yh^t ziy)Vnn5vcQg(9~Ey0KWNt7cjlA!r}LiP39hKkACJqzuiZevr%Z%E)YmsO-aSTE+uT z!{@S2i$&sSJ+1&HIlYOQ86PGKt$7?`W`V8oYq z&_+F!7-H$PwJHzH$<0DdRfgV!PxdL^FB=BOL5Yrq0fk+>^Xio#I4K0x&mA=fv7S86 zTyQIumeLIJ$gjcT=%`5CyH77;4LLF)Tkrn$%O5J9WP`kStu92Pi;m6io*rrz78c0o zE`uOsmJ+|meUvf|auDB+9aQ)T>-4!tlGa=gh4pU3VoJ8SvFcI7mlLi0^a-c1OHc)P z+jn6}@(K%mjlog6jsXpQ`ZN&Vh0wyUfPu3(I}!j+2zQi?rDXtQPsYGCIj=nXL8y*E z_wc};0Rl&N^Y?-|bc2ix3=Dv1vM>#}gX#E4#zhp+z&ofc4tExC6X6v0<=JFIgR-)+ zdFa)H%%8cuJl6FJW|9Mq6R_Wq@sl+chX< z0+{a&tgO5UuY>C>0oD;lc-GV1%?q_2;WU=Ib-&9BuZ@z{9pJL*%-;ifS_F7Xp3zYe zY}ES*6FEOu*Vb;KWT0|iS{N9}G}xRLEp_CGe?&w?Aon5FKil75lrl6l6ai3(&Dq&` zVsbJJ^kPm~*SB@%aSelgU|NS^A^FF}#VIH$RY5UmDOCtkKNT;4OomylU<(Ps9}bI( z0?!O%ISHa`^N_j2(%4^!(fJ4a_geQelyAq}V z=^q#G=JN9LDs&P9Zm0;CB;K_8p(rd#oGYwaKgzgCc(JdSmltkss0Ie@MS8mW1p|Yi zo05Ed(3gfmOsahB*sYIP#Ut50BO}%spU@H=2aT5U)@|G3!BMiG`E^#W=w<;98{ed) zBx0ZZ{rv+|H?gr@oX-c4-e$f48!yAe59dzvijSJfU3kr0>IO93KzRc>_jiN&VaHz& zz?Alf=$riITM4tSnAB8-e%(Istn2~L)q8sdhT=k=(;0|=O>pZ#SY+hhoSYm@jJ2gT zcxRyivjzD0_@Ej3BihE%n6NXea1=Q#(W~|R6SK1q(Zybkq3FkdIWD@$EdGq!uyw1| zWDBT4w0}Es3PLo-s;a^8ayh9hMyS9aQ->;c*TI7ta8JlZ81?Xhl~0`#y@1i^+N`Fg zwt(&22X}C?My!^6{W|k0;L72)`jX&2EIfP{Svy#k*h$Ebg76E}TL4U#c9N{1;0a14 zV)DIwd;q^i!1{rFek1Cp2w#(jAS90buqzQT+{!vS5A$&WL~N6VDZ2FeG^YlhMMv-N z?Ccap_W{u`Y?ZmLj$1fhU^=|#{DXov9XfRAv4rJA0HgG=@A*NT6KOUX2SmDg>W5^^H3i(P3CpkF6ZgWnu#D2bl)+ zi-f@h5!VE6SruG^7uYAFHl2{PATgHF(%M>uqoogk`moT@9UvV_u3HvVeVQ=0x|U6k zn;1rXeSY{6PotuOBu|_;5$7?yIvG)P5)7j{OD#=Jeqmu11%<+;QE58|hom>oyCfxb zfO@n{89*pENro3Lc05$pqHtP?(BtQ|T-WTBfFl6A&0zuJ zZ8(8!DP=*u&TWz7IP?>Ed1|cUikZtX5_xx}ng~j6qU{&k$to;NWl{)MG=12lwjZ zPOwn%!b!sB=Qr|Lnc3#?`K9Y!n?txYfOKrF?}}V(N4vsKID|?|a2@|S@4TBqcdP#S z6i#Xtq7J~V5M;4)b90w2WJ3lX4HtlnGB!ei>sc#n>-87E!OvU6DeaW}QPSpHMp?QI zP62B9jEoGXC6K!I!wba|;&K&5O8dbJSRn?K_BT9ymKEmMh3ATHt`KkOt^4dZbESc& zQg+lxYKpfuLjZ~xj}D<9;w5+>^2Wxz&s=})Ssq*cz283|V9204DXq{S&gdrM&;k4O z2DfBD85;5c=Qd?g0RX}+C`6=?7n_|K{4q4@}`E3dV{VG3pw6 z`p6q3`@RFd6mEv0qL8qNii+wd7F3X9N50EOI4S}mXH$s1MUIyf9&OOi`0jnfPlX+U3+jqoZxE!4?Qo-X|69RQUQqXN1~UI4Uz!3}Hs#EL_^xhRwE)j%Dy1 z-&nUvTD87qAfg&r=DUC^mzI{seQtI^Wb%DzC;(*Y4Ons<2QRH5vlVCiA{!U3JO~e` zN?4}P5@IXC=ucpzd)jP@?!x`R4KrENNBdw^+%Wea`VOw#)OwDOgg&qa?Z}xE19Gc5 zs@5qiE8T%mq&+{Iq@z@^b?a6pM>yh)@$vCZ$A7^$)lgSgPnpGOgtSJt$L|3TG(p!s zhxWIn&|Mk8Jc}}2tMpydB(2(VPD}MI# zky6~jJ6c-Nb0g0HNhWO-7}*n$?GvV6kdjvK0y5DFn;TV{V(YGqo{Q8;DuZ=@gJdZg zANb!#4PE*-0b0j`2c@BqeNUm-*o^779WzO3p*h*O7Q|znNIFvp>en(ed+Q|8#!Tz4 z=Qu!Fov)C)7aDpC58R6=kveAj$>6nI{VqXVX95bXqLUM8kn>(%z5xO|3kI7kBMhs# z)FED83Y?I&>(+^`Qv|8C9B6iDz~nE1)jX5sM!fKPVg*an4_62o z0~pg3yaF{8$uVFls}wqcW1jxzO$lK?&iZ(J_W)u+GSiFSzO}T(;7qV}cJ@JNf}(>t z@il_6zsttmL5RiV+>45`zLI&9aD^$vq1!Di{1>pQ7gF9ice>ESvmor}AZr#zMjA@o zkueht0m-w#WAMYC!vpsqMp7DhwAc=Ue;|C-=kOw%S~asGrd81vXE#_MZ!xCZL|#ww z;E-vT;^f8dx>jMSbmBxWjzdS+)m9{%&_=TnK4&>nIL0&o(w(JD0s-tK1fHY%cTu6uCM50aBOr24=I zp-|r9iV++JrKpP$dxM>PKihG}%F2p$`}Pp9Vc6N((Mn%f0)FWMe$FP zLX;6W8v>pI=1&0?1hO0R^JQ>v2%DPh3_Gyo43v|qs^$4EQ(v&T;2as3+@@7>IFOs0 zdkKNeBT>_J$ncO0e@KxCvUP9N*Fc>P^v|dG@#bA&dZLoFeQ9wACZcLSGSYWX>%yY2T z9qBw`a1MgMNp7(ipPW2yW+p)LE44?LYR2W*oi}iE2Ox=H46!JAD-4h=?xl!x;gpq? zMGnswZY(kJU0tie&7jcpl7JQ);kv8q*FkgRDh%g6B!e*Sa4L;qR4S{h|G=dq-=CsN z7YlRX`0FEohQ5%T*GZGQQ8O+MxZntKgTQF*vb91lDt`Z7Ja$iCA3ttpA+&Vv;OHZc zry!8sff#yDeDR=|*i^7q9?}ILkwh5%)#_?$YAOo130+EC+}zx#c(EHuwk2*Vk(s(~ z@BaM}@Zwz6XtZ>61U`QJ*z@Cu01pq3DCqwd4aGRKE5Z1U$A-FOZZ1eXD)e@JD|FA( zSikyvuBac$kqz)rkO+9#S>UD{`PB^3$7JQs5Z|=4G!p4XM@KVpOR9k5Yq6Zu{#$wi zW!clmkKe|D;u{hYLONrcEK&y@)iyj}ErCav=0$E)eB2o3JxVubM% z+KkxvY#Ifm8j4*ffJB@ZNt+<~XAuD*z+XhvreI=vo$=BCe-&ccqsPiiIrQ|~UAQ!n OqO7Q@kb2zs_WuG)bRjta literal 0 HcmV?d00001 diff --git a/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_132351.png b/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_132351.png new file mode 100644 index 0000000000000000000000000000000000000000..75a7c1e8c6ea01b1790c9bc79e7e5471fd00d9b3 GIT binary patch literal 40371 zcmd>mhd^TvdrL@f{rqpj_NkXj?M=5FHlwn zj<%LIj+SPISDjwiJDAy6^W5RS!^L*h)X~van1kbg|NV}Qy$MJ9mhf*B>MH8KwB#d~ z`*}`nU0urTh<#{T=LlMKY{P{oG%8 z`{)%q)##PnJJfhO*~uwvS^QOp0}fB^sL3Rs)BMA;?OCf^C73Ma(Djn|g3joE`PztK z(XeF@@-?!-DS{$_FBY8#C>d#K>CrIKyU5Q1=~$}pV?*aH3^Mr9j_3b}KSyJ7TaOB| zT?rjF2nrgFf|X#gXS{yBP?K$up{Azh)vH%O%N)%y`_Mc7DV>+@=Znk&8fzYw>*JaDQ@`QCMm7~+BVg(e=41mNc%o2#8XOmdBovO zv~$#U%(ll9NZcZc*4g5QeTZIO?EOffl*oJkT$qv3cfIyJ<#??!()v$Dq0P8>2n9z< zzC}i6W=vdMKxCwfSAAo9I{^pBsTO(k2Nf}I#;HfYi!GX2^Q(Ro8Z{prOh;mv_GJ=T z{r=YKXzAi27<>EigY%<>o^(yNE14>(UAa$-vbBnDH-?ZKt&deRF*EZxt!P?TuJS*K zV+*dWmH47nJQc{`)v|H&^+h`-r`O5B&b1}G=_ZV);};SV6Wc8EtK+=BJczx$ITgwg z^XAQ)$ujuCZrpRf&~@9`y7tt`!_)JV+DH7*E9|$uHI$^8uHS$`Iv(w>6W3L|T;AF_ z!6vw}u{UDF<8feX+>s!us(NX2bF(8!Ad=teH|NWxM@`{0&BH||i=*W{BF<}AX_muZ zVOep#kJoEc8$&6ITs95qT_${%buAWtz7L}liGwF>&n4N|4?c6|a@~4P?>ZB$*i0|% z7!*kF78F4z!fn(<_#pm{5-dmU`I&plZx%*-G3uO4Bw6b3?_tBlTPN!Sw|7o1Gb`J| zOYV$`qH+e>deY^12(gK2_`|e{%{P$&qt84}PETDI-UqszY&L(=s}(;z+HKzxu5?;8 zoc!TWNGJS;SmNZ8H*<=Mul;Nrm*XU8^b>gr~_ z8F;lPTM8+8MaG@fDA{o8Sc7xeT8x8k^x10z^gH2~y{{!W-DoX-<+i4x&)#M&hX(0H zlGb68l9S5}<~_s1!~1SnSO8ff*BsYm!hzMMd3( zuap$+a{F1feGZ+nsH5HG>E-2iC4oQE!(U$FwZMNLr4?kxX=DXhIKC6s#nD2VwZWA3;DQq`|WoKu%7(B3hQ?Eqp%hR>)&-QS-C2op}CVzgM z!ws8JbGoPfD_>6q)?Z#hpX9<%&7UF+$XHC{|)u^E$z)=R8sqEf9~JE|9xbn zk~8tz6xkIHUBbICMvU}$wj6_A3-_U~+l>@@svjSaKgrdMzGmRQJD|Zs8=n*_e)~zT zyp|Rw>Y-%U$4bY&+I_JJ5_ru>V_7wf z|5Ut0&aNDTCt1$G1GwS6HjET@a^oJ`MCg-E+)tlAC5w9|A`xtNc~HI3PzH{Le||m( z$`6;=c&_8E+TmOzh&bPQ zxzv9RzD~=g8bj5ylOEFM1uX3cw!onfIqj2a_%`B=K84NNr-|=Z`a}58$$$ zxLaZ~-j%78w6VE4`96@o_f%r4q$z?<;r#5>b*D$}EuX~|{-khNxkC5-H9|ZMIJ8f{ znUcU64Ws4@fooj|afw>MI(gc{KQNHTtd|LPzp*9y`qN4$b_Vo`T|lh-%3NnsGkfXi zkD_jI1qi=~5JU6a$6UAPxV%nWkOA;?i`MUtqgAA(vEayd{t3OtsOHVa|AGR$%dl`` zHeRncU5*%qEW~(?=OL^Y&!3rRAEfbo{rp^KV>J#SObyp~x*r)aD<@y&<$d!-yR^5; zb^D%`ALRYAJ46^1zOaM_#acqJ`vF2Vc}|dgcBY6$+`lG_<4Z%*kIr$8DB>_=IgE*l zsvE0z4-OBXh4;yVnUitoCeO?~|NQ9FkM~l632^2N3=9sAj_fxkB(Jb*NqcyR!t&OQ zj3lwBXX+PfUc|$j94a&lqZNwj?|*btIXU~@C3puGPHN0MS7`*SJGKJWd@kUUQc>N1 z@Bklf-}9aiGRdN@G2AcOepb0UG(|FWe<>Zquj~D&@Rr|-8uuUCy6)~scq=4Lz|ns^ z)CsRgLXr6&*piK}`TvA3nLe$75Jr{X3CloS%lm~(4$s;ivgAKIoM*Uq?;f|(_qjW7 zP;>R4)Uz%U5%Gx-!rxo{rkf*?1W{Da=}%hc0bmdnCZMXXukVv0a^r^o%jI7^pVXP- zlP{>QI(X%c$rg7Xmb=jm)KrB=Ml$pA@}91jiKt;F5bqg`*VWw(Wb*d%^1{NwsaPQ{ z`8_|XQyp%ey6v#b|Jn0!zN^%xe7>#}0cSMon70@i8K;cjphA#6qxy4UK_5;YtYGdF zi@cQhm>A#qc#7cQ;Bv1#9@XQm?vW816&01hWNm3_og~t`xDS+-Z{EBa0Ox1+s2rX- zF`*y9Ah8xB@Cn|^q);7IKBPAul+7^3n(LjxYIUWEwFh5j&epB2aKn_5X3}_r5|+2O=QcAldle8cH9sG} zJfHRPV{~$ISblzf`%QUx+8cK5xOBP5n3$Lk$R^o0?w)O3;mS)GmG7Adk(y^@R1<{T z+5fES;@w1;kFRrq6R2@i%-~*&! zoFe^@{@z$gUh&)dCeH8Yf=z=Id+Qpcw?1sPepp*#k^b<3+iMjyIXQ_SAH}yZ2Ip5IM#D+?L%F%0 z@*{Y=_QAW-_+#Y`8qDaY3W`;|Qn#kM-k`1+jOAz;ebU}AE>lRTZbi$d-399b~5{?CtD z`=%j}e1yD!g^gY4w5qkYI?@c$8@YxML8&6DXXCUrznMM^@PzC)6Q^z6`cfq3^=pUI zkRjW6~1te<` zQS(Bm7EjYIwFbPzt3JgKi5$>{T&>q>f&|(tpt;0y_@0gq?e<(}`onbDM=;3}tC20h zcWQt}2%G<*6^sG|`FyBU|2rnmKeR6OgBfZcA5`uAwjiYB^oE-jK+ND(KR8iyyw<+O z7Zetj0b7u(RU9Jxa!EB;lZ)SGEUdItps=uzD(|?1r~4AVhs#k4>4Qokgj)+%FcO zFtVxI#L0rf#nH>g#s&^bGoX(*UTa>bN0Y0o@6rb|0QH2?izUJ?sui0L(A3}n=k5UaG`xe=uiA|pei$T3e8b!R z8NiGe0OeOkN;&$B09P_{bH_jo%s>Nl5%R=-voe~U)z#dL%efY=4G;tHzXCc}uhvUi zR@S)8WNmj)j~Ng}xx>6#sr54iv`SS=mre&@b1@!bRRO+!=D*5Q2W{AcGc_g~+n zs_E*sn3$fHf>+{MAs{B6|M_0Za-@WaGa$r$cgept^NgfC?-iEI>C0?2?7Z?u4e77% z&GhkKr>1U>EXjWO5at_6^Rx&@tF&wQ<#rn6Bm`px1zr46U(X{N2Pr%~QoIdN2#**C zThbx)Kf(iX??LAD)510m$_cKn3=RNT*NHq zzW2O0<36u>f6!uIR*~)G55n&1-Cx?D9_L)CcHhqghyySz5;jlwT&Aq8I9SsuU(z3+ zT)rcd7Vyy2+s~idV_D^(^gwVWKuEa8H3ksEghG@W{xC7u<1*AW1naMFLicGUHSPwH3Y`!goK1yi>P-1dwMIK zZEioxz6GLiyC3f1 zQciv^!PUC#8xnOQ#gA_3p-=e$X>yH? zjX^;W2h-;PTnh(2e$uGU8zWbzJO=9Dr2N{mM7Tbia9ABC>M-`!$Gc&*0N)V-S<(Gf zsXl;cdS$o>3D0`@O3J!^A>^#aZbV=EfCj<5aN(_>9itx(QJaPbV_t)?-$2fL1F41a zarrY}KZ7pXp;BVEeSYKC-?a=*E1cq9M=bth)#1_pTeAkoPD+^UhFMqz*=`dUci44I zPkvQs`QvXiQf$;+@W0ab3hy#^r@BV1mnRSb4FC*H2R@Sn-ZxwsDums8?lJ~*{RHF% z)Hv8-yB0vlH~>;|fm@#atdbweETJ4V6N7r_k5(fkD2PNC(P;GVQkztk6i9{YRW5eo zX9q@0{h$0&QyBo1WCHR>O5kqs<1oPBJ++0c`X_m8d`)=QdU-`82PNmW4Oe5U3UcdplwI%oB?wY^jTG> z8+;p|Y+Dq4d1_SjF>_8}h4EUo=aU?(<_NkHK*A$%n2nq?vFDcdW`9k5_p^ckSUqWX z=ovYyVQ>G{YPK!51W>wq-nyxI>Y>-^fbnwgY+HWaRHIc1g>J#{*_nt*cWLQnE3>+l zev#Ngn$a}7W!HvS2eDiUM`i8!+C4FEnLh*dRbR9z+6rt8EJn+?X!tDwnWfeT5+~6` zm`zPh4MF->h+~`ll$F9QLQB#|EBu^rk>4C^+~b0-?#98iY~=V%t7?VgT9<%J0hjOQ zfQD_S&N8F5g3MK!ceUs|W_u^3l=}b~-Z;?U^V*-v?b`Fx$Yy%?l?v=TjCm{lEa?eG zW1{j(e0#fVM3-;g<=-_Ha9sZKvr5Qv1SdLr;|BpYXzpk*~_(>4k_jrs2SZ)Q!> zUGW?=$7|)y3FG+&^}gjz8PUi6Flc7hA2bEUI zE2X3fiF1~+8R9ezj*En^B+g$kc-<=74iRKUkfvI;np)VR_UFfbK^MzxF_s4W9_Q$9 z&n0)-q-vj?>FYgO@FT`QJ7MgS1u8IzEaV%n5$XKz;>lpbCp^c)pwU z(}4bg6;!M7a0MPwIq)Ak!EApf8EO2EICk5?XSVCr1s3sk3}X$!O^-NK#PP(%{b?er zDK`9wM-6?kqnGVNux$G>l|&C`UPDd_hob&5jVLi{h0`c8$+9-f*K7iLxTkU{#1rv z`y;ac>ild_({KO$tozmvm&F^m9{xx!qxTvr+j}pS_QT!IM45}I0|8u<%PlSP0OR2* zh?si5tMngtTV`LYIkrAqKR+XeDDI97a=S}pozr)ZcN6U9OZCP3Eq9nt<{yE20P;NrL0U41&Ally#weLDn9c^0iG~jW7r=Q zt&shzp&?CS$Azdfm)4jYX1{W&0Q+`wV<Gy%XlmcB3!m0NxuC#o#Uvaad6{Q?Qk0+6{ zLS)NO%T%0fdaSCmDn?C5w7cXQonV@ewe@d7HrSLR_6azv`P=zVy#$|OCd9=xAq)qd z^QdIC+isq_j-@4=z_^D)fG7ORQ+S?t;rV&;AFjbfQCDuLzPrDnfg?INJbW=U4`CUw zFff?FS&x?)Xb5?Y-s{WsVY-3+d}zF4H3|hy1^!(EATVK249ct&B{Va8_%J4^Y-nK zN5^0BZfe$gRhtdoAvD+9BPFfUEdMH;qoHw)rS(8A<6(N=&T?tw=f~56jxChdeCkiE zaj~=H}dJ}X*?pLkAO#kGB6h8=i-V+=m?;Cpa6Av`7VP={z049 zomUx51o!V_=r{~}Z13$gwYRgXyRYC`1Iuw_1eKu)2ov?O;sO$VY1e6j|^9BKcFL=>@1+FYX9h5Xs)5AY2dR7$KL9t9qWhNS*mDj*&=BQGpag{M+yZI+ z0O-Djp~CBMiLVO^3Z7O#{$&GRn*b=ew!UT4qTz%2R5Z{nbyI1s?4*}3vw)HX#ZlL; zd+t@JTME2R-GrT1f=WxB-|LO{^w+FBt07#kp8x*Mj6PYyrm8uKPr+!afp@Kf^c$-bB-F1l`2}MwWUywMMY3@ z`63W0JNp*kyr|VeptXV46t1s93a#_#Qna||5ijKIZd=9rWkm@+s3`#<#hKN@fHE0s za@^xr#1#3HxVBHjb@CUF zUXv}3Z5-|2y0R>i_&fgL1AI13)O0hA#Xe^LrwgxdN|su~LuB$xICJ>-mQBb$(hBMu zjPTn8DvCeT)R`4qimeZ8Xm3wC;U6T|%|C%e^V7I!vtM0h6QcE3yJ^|m8hIY|^WRK+ ze2HlIH=s<^>;Nhj z$)!toK^!yNS+BLcp%B;5+#Cp7aG93YqaN$izon+|=`vCWl-i8%tXu6a4ZH;+6ycp6 z<~pw3x^)q_I801T?wuu{=usfE-FX41dyYq4lhQ2EmvqA{bK5nCGrb7tyi1Rlgd#o; zN6!O;qn2=Q`0I}!`afR%NNUc%ij76-KRu!GoL$ zV5>JrY-+jm>rlXc0#PORzO?X`*+>aH2yPu4TsC7>gw0R`M~bYq2sSu0(>dD$#S82? zorqJ0VPgn{27l1Awt+yHIZO$?sg(HqzzvE#sDjl#NC)pkcD)mM4Y3}0{I6p1k&(oZ zl)DQ!K)C@5snBYKzb>15eISS8th_Z*M(0f@j>RCv@+Pv|xWxB{zi#}}2C{&VcEO`H z^_{139Y>9K?HRYgmFORHWMba1${1-tG*RtwXcl;HY}leewcy!dDz+SsfeqW(YUkJn zT3xN$?Il8xy|FJtSlhPX^x07OwjiROG@dUbiJA(goIJoz^;@u8+-i3Td;Q zCLX<^+1lUF0?ChR?;TV+8uJi{CgSzHkg7FTyY!CdMd#za)$%;X8h#Q5dHD&TF<#8H zM8Az7s+2U-1a5`r&ub0f2`ijd+u*VxoEM^x(C|qnTpTH(ve^BNrp3h6@1S(qdulW? z{KqM2Q{+_*Rqua!0UYO*jf5(4aKfZ@Qq-BeOK24bQwA7TQpDVQ;TkWCHyajm8vMWl zN+~LJ!@k3?byzjm^K*PMt;rMS#~@08Jf{%gsa<0E9su^DdW?&!YY(VL06^+;@@pP| zG<$%ENE1G|8+&_Qyt&Eh;WPrqfaBiA^yeG`_q%igoAeP%=ttSAKESFNFa062!xnmH zw7NeY-kMl@)HbA-n^0&jCyk{n^5Vf0wkzor8^O$B1`}DSPAggsj55J6ZnYhRlmR_u z>$gSz=0-hn(aYs0W3KabWA5u>b!Cwo5a2R^u6T3jSt3;OQE_pyor!!H*+8v|IISS8 zD&##B6mTT8qYz@1FbLL&%$c<_F@w3Z%I#Qn@r!>3Kw1op`+W zJyOE=Y@bKvEq7B0*D!n2?DDeK`KyFhmNg7VfhJ^Gm$eqX|g02o#eVsE42r zwL{g~8#tp7i%9CMrjY)CYJh#{whVl_8Ad z{mQ-LLe5XP1sCxN{5+2>X+`3^0|U`VSU-~lrZ-~mg7=|lbR5Q~D78r}esC4O_2Zhy z0VxcR$!S2`1dJ;ODoBYK8sL7XJsMKO(^Bg{FH;fr4j7?W13ecP7dPL;*w@S|_T6Ip z&l9f5H~bm(5~K>?a<)`$ZaQ}aUm?~V~z7;mZ^Zb4xgs*&WI1Tf4oHc z^NA~+>zf(s)m7foMY{{zV~L;k4|z>uI~dvFg6K4LavDBKnWWU3n(nwh_6|Vu=8#cj zPoa@qQ9ViYJ!1|W3?oWG+?Rn~?)0sMEu<>M09j8%!#%EXio85uo~sagG2hK&@_ z+v|xKYVuvlTx$Z@yJzHAb`h~=g!M80O6YkuWyVJJZrsC+{#+^@p4oiCAn=rskmM0w z;Lyggvzu$0Ql6Tg{No(HN}>BxC(K_4FU@cEIjKc-)lYW?`+D(aEvJqY-8M@gk^WTJ z9&&qZ1rPU>MV32+zp8YyTKLtuVmcZKI?v`=sj*o8@_5K7BEsA~YGY*_#v|aFQynRs zZacLi7PY(1gqE1du zxW7myy#p->Gy$MUJ2vsDx};az&kws(#6p2F(bYZTic7{L@cXGM=rMFq@w7;jn(uS2 z(67AS{M6{6l`*1`QX2J!plLRpi-mkj@l>h0)#>>-q*JV5$TRzjUq%z zhgd;jf?|$yfG-yb2pn1mRcM)SHf5LXY!p2Fq*gUNNhTyI*~HWkNQEYhK;#%IO@_w4AxBEsb2UzCinEyhDpjZA;Un)pJeTOO{ycJ=@g6#Sitg^ z*Qm6^0)g-bkoy_8q}s7`$L4Z=)4XiBqu3aJ(n&Iy6jHgd+;j?}@s*LdV-6L( zC#_o{q|_gMy|;H``xAk>+cci%as56Vd3PLL+9V~MMMevu<@Ty`ayo0d@(sP## z5NH;7osfL^P&Y!8;`s{>Mm%!X1Pp4=^UWU{E%LOcKmxs?Fp-Lem=HU(eoDiMvMz5N z)f|2M_knh^XA%z6wpYGrONCQMMWGbp6Y0V&hKg{X*Hb2&2ztJ`Cs;0% z*y>Uwf9L9tK7$G%%!&wOUgs^h?fGfbULZpvO=wY)I9=|Og&`8_N;uxq$b@NzirWu7 z+Syg}lFJJPX^uHJm{aQ-L*e@5b|w29ZilZ1U34%a@%uZEG|Z?fi$0vsk9pi4#UGjblH5Q_@wNDRmZgAV_W41?TzM#ZI! z%WhLe;u)24e6s7gXHcl0R&koPKv6o02towixx+=`b^d4Q*CpGrH>|i~Zj>Xpaazk8 zq!WbthP=*P(*+)f;CQlv4m+A6Cc8VUBp_*;J=`P6;m*}E)o8mI0}~0A3BAhy%Vm6b z5yoZD_xEMjmL~Q7pktj^e@n*RZW6Of^)zwXZhV{3e8@bQO zZ|n;Q(6=fgD@&kozg(^OGZyE$uV4P7ub(Mrj(+9wjX9s4aT>lF?va1;cR>my&b%|2 zE?)Hh{J1lsiEk(rG=AUq_|EW;*@@hZ2PX^Zm&l%5v&H;7g%0tPk%IS`6Sr>BiQH=p z0V{^brvGpcnV5Fzk4&Yes^E0lw{+n;kzRD5X>%%}o^5>Nmfu^cMqj|8v`|s#nIXf| zhsz5H`vwyeR%qi7xYk8t;-aFopd>D)gYdQ345iYYzG)D7>>bsmrSW5Ld(#>Hyt=XT zsx!%8UAHKmMR;$;=W$NhVgS%V9TBo$r^)apz&&I3GYw-MNTP@c^zxU|py1&9=Yn1* zf*|njtPJzi+W`#ev>gS6K}S*(6vWcos}C4VTg)4ql?kiDiLc}_p}oK7SS>EYt3rN6S(BgE$ zj%fh3srDG4){Ba|1To00=L0sR)SGNDN50li7y_Kb%*9OZ|KJ1BkOcN33K2Z^N zlu!3M4O=g*vVDFW(q>_NGqlr~b=28X{3+X&8sMSahBRhte1MuDxpJimK=%UFGDl}N zHHQJOUSXO4%7x@X2xP@PC>Fp526}sYvvu=Xj|zgHBh~C2p0KgK-LCB?ElmrC58+(R zhwr-HMFMGD+4)cN4R-A(eku}Ql>SuAyPWQ_8wVOC5>R+hidS83ZB0>3DDXep?S4zA zR&wWAg>X|OR-^{3!1hfgBcbWl@4pk`> z@?|eE7kZ`YfMr9faHyC}l1?xXiyYMMh|_SHUj6?d4@&F34rpE1KHUA+PGVw}+UfKW zm0_l?QdKQhB--_KB%UV15}0Cyw{_!_mUZLttdP3%n!TttaC4K>1c_&pK9MTlf5i)b z@XR|)>Bh^-#_U2=c{}9I_7PKc6^Bfx7b{Af6Z9#y3j1#&U^PTp*nm%Uwhs~52Pj#oTPMgM0dfdbODF3 zWv2?%=)T;iJc!)1Sjc76RAAP3GlE{M4QS#PP@f~gT>_G!lcf<{T_4Z0TH%+E-YuCr zj}w8&r-%L?ua`)tH2FaB)mxtM)%nyxbDpjSmYT;P^6(%+K~F8u+XygPK~cj6j#ZSQ zp<(Z9$x2{e<2dxZ{*2Xv7XK5ZIpp}|>sFV6fH_oRMFUdN%m2J1o?z$syo;``{<-?J zHLD++7FJ=QEaqrdBt$%G!A3D}@XTJT)QW9sX;C~zOrZes^Ny3@-z(CljEpidao(&t zez^6o@SvKp-MIQF-`Yt!!lYRD?SX3tW!d*Hduk1WGQ<#HXCjb?8W`y73J9^@_Y3uaXLaekhf+5d$k>xNf(HlO-}Uz2qIi*yh?E8uKicY5Q&{Q>Y0=y*X4X` zYs)v~*ZzI<-toD4zxQ&71;;(01!9VS)gHd$VLogOi89u_WOt~giXXvwD!?PCYAoDjqPplGki(A06 zHU53}ZSPL?Po$1(mX?*~TtU_Q`DnD!5rv)d-@nT1jK-!g6JaD74RKCy`(j7M7+SMo zLv?5{a63JIyL=u(@0QfxL{pf5PIJXrvHO~TzJ*5Fp|POnZ_VpNv5N1^J-j9`vY+;i zYBHh!W}8do-U;AjN}#0H$)TJX;?n%u@Go$WK0ypoQ}-UB)Od%OWpzvciJ;{Yi1X$4 ztSCH^3;gG22B2ekufL0Q?KX;q`tu{uu*30Q&vy%mB%X*k%sqIhApNSmQ2x6r@E1{QoOWzUWbB~_s{-;0e)h9hnHpA1GqeS! z-AOKAI6s8rGV=`J!*L!0A0DAXxBrfhF^~RifWd70@SrYDvZ;iJ!msLFT&GO`(W%qA zwG*$J>fc#je2k(H+cS)^sr6qlbuelT{cq^7q55lrd*=(B3zE;MJ8qygIjts_Qa;}_ z3<~FaaSAuZw|`NT9-XthfbpUYPTWSPfU(?bhxYjT_fnV09ACJK*wOvnS8vaQ(udc{y~+3* zLnK|w3Rl@0ukzCZFDoGOB5B_($02nHd^Q z$@OE!wBcW%hk}_}@tNOE;%^cSXYhRP#0wQ`-V(68?0&- zrI*(LVg z9va3g5JxQTO+XR$d7NIXBU}bQ5`mM8Y$1$mfmeD8SMw71>u7x)#k z^u0}SP|)j;V4opPqn13$3vh-;mxeDthtzZd@X z*YR_WoGS;%Ni?A|DXFQ2qtprNu(3#t+%etQWI3U15Je7K@|ytkyHrm~m)Qq`o)xzF z)gD41A?K=yI+{-EYIn^4KhdBUP;kIID>5M7tqAx1KhB5~4+KwMi(g>~J04*f5G3!T zhF!2-x%!S zhgzwGhM$*@tTjuw`YPv7%7{N@g|>NS|G71vZ1Y%TLV;Ox9Vjr6YK!Mk0RaIa`;N{) z?RQ!kk_36Tci+{;1sp`UCDwn;WwRL>%MBUMzUT~VK2c1LuRV{&AN_F)XSk$Op0~Q% zp#N60o=V6~j-m^;uMmL=&P( zU$SERysBN4$#p5D_T1}Nu29tcHrc=)Ig^Q*(eBb0A(sMPj_Plz^kVvv?g@^Ax*#4?v2Nyh63Ysf0AX;*Jkji*5eC1{&JA|>2_=j%#| z@7tpj!BL2(9^t52@F^{Ic!ME0bv#eFjw|O7g2f5=5@CWu^%AeO`D&zZo1DJ>_LC6SVx+yN9bSazA<8usVwr9yppr(THO>%ahUIfIM_ zzW0xyFnPdUzr~jVOENXU$BF=A0n$3Cy7O!CtwZ99Ou}7pFc=x}=aQ#JlNm8Aq4SDA zX|*C!PM62?2n4uh_;#+}21$`|wC1nKF5Z%fI3N%D7F(?A$u>Ku!`}xS&>R%*IB2laqC*t-q6g z1$f3l>ajxw0ZirV3)?dfNW-pMvGWxD=8RKXJHXR4+|Nceobp=WK$k&qFc@Nm+`CGw z3hb`CxYIN;Fh2bYnVG&}B_EepP%>q)`T>KsJV<=|k*$v9)aYLfLTm*+E(f#cB%VQy|V=~%y9N}vlT%T)VluS>{{aA;@8 z@1L+YH{Iy^7cLYKpO3la*xAIF#pi@dPECCkpZhP|;r}C8A^9)E$DB5)xBu&df6uo2 zVs9+dx)zTyrGrd~4Y5+v6>E zWPhKt)AyQOMtljW=&pmI5gVGy>gl&>p#mblqvM^( z7rvwyos1kEcp$-D-V;^>1JzHYI#m~KswTgmoqlwkCYn|`tS7DyzC72&+*RMcf|8bI za=(ot@m?@BvaW5Ao?iZ>F6Q%VF;XP~)t3p+k^OKhh7O_L$?TAaIn3uVp$A_ln9?%a zUthvtyZ0eI|70RF^T%ZUjl*4yjidd_N10(~IhXAO=DWUcPXAkbF*4>!;pv0J$7;0B zeYRG_CQT{8$is7>m}AO%W&iwf4$ch)U?_vi{t0CEMr=1=&Sn7X|21}Y_Ie|zeQkGU z-^p56?8Tx&%7}^1LxQdg@?z*zyYYb&{{{p^u%xqTC@DWL)I@e=)H}}mGKrk6DM<@N zASzK8#M7cvX6pmi)GYJ~1jC4`Z$Uu{s@MfVg1%Ch>wxhAd%ZmH^R%v1BqZ@<48*v^ z)FafGSE7Aqeqt3sc0Tb~_4Nl2_w`CAs#MlT-d|rJTcD8{_K+}vPET)IFq+10LChP( zXpZxJ^m#M1^^}8)cM}A_4HuAZXkA@NNU|~~^~$w06Syun#4i3&8>(_8a2|8T)zxhp z*HEIkDKz^N%NCLfN-=@+TA$ICQ0$z6rIvOuaq&GywHN>Rk;ml1!gA^IWw~@&Tcz`m z79t^Dj4G$!6y@UXgI-SR-(B2uEc6=QWn*ee)5=_yq#zl7xvG*h*SR&TTEUy0BHJLQ zQ$y&!Pdx&cHzQ5RgM9)ZNKdha256A7K>98G`a*+%JUY*(S!7p?Pd?a;4pDA>(i&L! zt@o`(6Lr!-MJY^X$zODxoJ4M<2sigh`rvt-HsEk+op4x304)js&&o_e~no7u? z36e_|>=B4b4bkyVEM8s(&x5(JP6jmKq70J+2crRJtsuSxn(+2Tzl2A#`Ywdj|zwhm`|ojl?2!_GX@f18N!uEF|9j zKd8(|XeNbDOGu{yz+n9>vC>8q=lng9&*zW9d;S;FLZ3kLbV3KGIoUTG;`lp~sp3(| zmQK=)Q@7x{kjUAalE|By-U4%H+F!jJ4Tu`dA9Dwy|7n>N5(mWel&U5L`u`C7PmV@@ zX3yhuWp_9)w6w|7+lig^7p~lSb+j8k=2K{7&_-62P8#hS7lT>pOoQxW0|{*+3P_+t z#0lUqudG#KiB|{RYtWT31D##=Gaq@N(P$caRlzxNtNsl71W8FreW7I#j2`-c>|T*? zQt{f9HiF*}#y`aw-Gkn;qCb!Fd+>`Tp5cBrD`_J0ia5@pS@|&gXTVE|w zS#5Xse3nalI`*u_tud-hhd7CH212gSbvW;?Gn9EjU)V|N$h)VO{PT&A8veVNFOrt7 z7Tg>GL^Ms%RUrcqe*e<;v;Xn}nu2WZ-1$lSM%#)+!6G76C7L_C9|6p7*S2Z?)82$Rk`shHa zIU@g+;OQ%a5b=EBt%&{1Mc_S|ZruthDBuLYIT&!6p!F3q?AkDZ)vaIJHa$Rl8X6g4 z+yb8(SWvL^I}*4YK?eszfc;WGi>~MHW9ScC1b2PSG`pfvQ(fu!kEZaSr5u*SA7sAE zBoDurii*b z3G}I;GH&S8l#8InNQ24&N+n-7eIirbG5#Yqft%Blv+;VfI8iZ!O+zE|1gnv-)(=IR-<739C?ONb8`zm*mKoIJzy~MD!Y4T({qNZt z`SjqsXf!VB(X5@M{cI?cAVL8x7o>H{@4_baNmwdY@Y38M^!CsSW6_e3d{5vqLOPH( zc6VPKZq3q4cqLb^RfK|{NO-FkQ*iNl72OVJT97(8&U<5usV|j zF4%%=gwt)uR2O~v5@LWN5E68*X64Xw&gqm}c-nAzW1UTmQSFr}o*)T};y+3#z+?Bp z>y1Jp`RYii37qyvpC1K-CIOM(KAb|2_hwK;WZ>E9HNJtBAn6(N&nWPd%@o|$hfjJy zdRpPb9P|lsEp~~wU0lC6Gf3436ucl%Od-s#GIV;xh}rb}5Bki^(&D0~G`?TG8%hlB zbN{Eyp!PZU-(ZTrtr4(42JVE&z%SaJ;d0W1BF@yQtWRDc#5)Pe{>0B~6OeW`vrfmg zSV)id{KY-%%=t>Dr#mC$r2z>u`gg)IHw0g%;xQ&fx_IF3f%DMh;F3eteo9ZD?aak6 zS~DkJ#t%0pq%#VH9B)MZ?c;~4*`QFfcYnl^pY004lbnI*`1s{pPkYN4Hu5U;25pV?@QCe5G)<7`b$LsnI>iWqs@MVU8Zv>L+zQZEv$!1{T7bsZp zLjg0vNokMHiuZ7vCD$zd$LpvyfqL$EJsdAxCSzk|%!+N$WxG?grV47xph{a)OiFU{ z*wtw;U^vap&f-*6hsR1%^S{czl^{HjzyU8A8Gx2)AcXB2`F4ojTN7n#`+9ugVBcT} zkDLN(!gy(!#?c?#Oy7&|wf6R^D)I_EQd1wdU+?TyWz}QX$kl24nVR@Xp3%De+FIp= zuXpw>%&$cI>ydq^>mpqn9fb1^&m6c!w>LVn84(Jrp3Lq82U&1_t<86i|98L3He$>npO4VS+~9-;_s3 zFZF+5d9&_Tqdt=M`dl!*M2_9shQF~j)f$_tIXqlf?%jY`-Mgp1GJQc%q|dG?#bFXN>h*>G z&obznVO&ohfBSvGWpCwa@w)#dd3pIdupUmVt>txQ8OKg6;wdJ{zVwxgz|!?3w{?6Y za$Ah_3JxJ9>f(DZQSp=rn_jvY|@7WmgQO04d zGC6qqmX^7{_hn^ek+{{-*;#z}Z3R0a0Y$_A^B3pw{)KTb0>yW?ogcYPOh`_w{fS|q zz$|kJ>|!;3DVmewg3W29ct=YC1!6jM?f5_fZfIRD68O zGf}zjO>*74TLQPj8TWT-yvS|3_^7nu?S${@w|#g_7R2{a+)bYopIq^|cx?k3MD!bi zNP;3G<(7Ya>4Dzq(TbM@(D)_=ANNqa`AyL;fEahoGyY~a`rukr${lBE;k>FFv}OGl zjt2*F9^rKLlDZteC{H&Cdn}-JA2s+zI}n_RKyyt%C*4q)-F4_-dj*(H9~xv20M8VH zW!*}YukX@*Os^w6)1TgB*}i_W5%SG1S0At%KUf-$W2$Qn?lL08Cb;{%WY+9`SmEca zSS(v0ydiw!R8>`li0(mlGyMI{>;U@qiZ}Ze{mch(e&ut><9sbO0 zD_wL%NLYs0IU9R)r4@}b4zASU?%>Xl&xIX==Y;(abzF$=Hc{r7!zf}O+z1O-(ACdX zy%m*|l!LsKzB&HM5v#rd#>$A?^|!f{?QuOCXmpUc=cV%|nwBKN=$o!Do~u@iHK7_B zF(MiIN}!pxm5#_LSGc#0pYz^DFs~CD8yh!@r^Lp749|L@HM8^}cs%N_$GVu^=j47H@UeaH~T2Wo7x4L z_ZMlkcV)il^>$lN4GG4J^+^(a`yhvq;U7w~*&>R*%T=gXTsH-(T__%?sK||!SQX|b z56eQU&C%W}d~_5?Lqmi9R6{T&mmwDP61+xtf%OIIxiF}St_cfM1M-o9Lt}S-=4r)O zf3^P$!K;AY)ALi}p+c##|Hau`M^)8!-NT3O5NV_&q`RaA0g-N`6-7e2q)`M^QV^x2 zyFoxe2|*gABt#?xB&56ft?l!?-#flBe&0Xe7>sc{ZaC-cv-fqaYpuEFn)9(o>u9O` zy{nGfW<%_YPoBs}(E=XYk{)E}=&!!$f+x|DIJtWj4Fah6pZ;{qb^NQ`h9$uf5d;V; z9jah-Ski5v1yBLt{i!pNt#e!d58pw;992Dp%;w~LQe=`j9S(pqj^(ui> zG7%WuC?+W>I)o7dTXTm|TuA6CO#eeoYVzCjeO1+W$_fzILPxo|xy8oEXLqyDTWSrD zjl90@9t>S#*Zq=bnTk6V0UxUrvXdL8n%tzkiP?dr&OzQqgqtzp!;u+~t z<;xMPinb3Qh6Bk^+Hao_=E1bN657+;AyXqOKY_4&7kW=h(Hnp$zIpQ|8Snf$2wIrb zm$74Fo6HSs$y9omqg!`cwET3QF4+|Is1H~ev^jFCL)DGd3u|_KK?w@l$H+}Ld6|FA znms?el`MpHEnl;=^;V6_v}IeBZ9_nccr#%J)+5J_dt+s`Q5GMC2+#H~2%DoOn_l+L z7(|98q3nC%#$7Ti;Bd0H=YsV*017nU3v?8-`xD~hLx6w}f*~zAId_%lnJ`JoF;7q5 z(<#Sz@gBs!X{s*Q*Gg-7ylI6B{*`)tX>K{`Li@#+lDjV~{Qlm7n24a@;Dns4qlM|^jwp=%bu6#-*8-0c@uC^?iL!gu z#(o+V5zz(jdO)I1?Y*Jdo0G1W6R`FZL&i^G;yn(#+^M`D#>(}^K%(9o!)tn;WZtU< z!7pB%)?^a>&;98!f8Q`1p~OV7FgpuePuv=7cr=@vnObD@lmn zzOPVuxw*{j?AU@AfgaIOQA)t9a++=;3J$X&aOOFK`HLCYyNOVl1FiO73lvH9VJs-; z)E!h8D%}=t1EBL8iWq8;niv`$hVd5dnkZpZZ7qngd0ap^H2-*?DBu3{Ox$Gw-^x+L zK$a`Z&)fH)zYFz-e@xR~{aT?|u+t=Ufq~kTF}3wbiUlEBy0j0Og@wh@bn%~AB6>-3 zI6@U+CkG1QqWJju4gpLMgux^p^9J(h=xE~_dkWwE)ufB(H%)aByXAH^I6oSb*oy+-J7)4d% zo`2Da=&~}TCu5mk3u>kHEzB0-O`(zn^SF_)0~p~mQa0Hp&5^U+$^KNsfJr`N21dYX zvW|)<=Irm^@gfT?JEh?l_0d7uhG)9jJ`?avyglVLi_{ykIALIU6U< zcL2+vL;lBAtj7aD|0wu?;m|2}{VG zTD& z&gZ*9o@=`!+x5dIvK|{YxaHL?pE4^l|d# z#3Vfb!@ECZtbG?^c(bzC8~q+PGj;XP*ZS$%Rmd#|sM{^t;FTfdLbL*4I8fX^$vWsZb%Q&*o}Y ziLn*zJ=&?xIy&{4IZZN?4m{rY9n-k7n39bCKq=k1g9%>Cm%kx%|R zc@}TOt=aTSQGXcZ|NAK;t)bPTeYt9{S0DXk?;jQT@uPY)%O%eHTzbKj&DBf!M%C#b#wsId`*gjg{IeM^4t6b*FRN&@t4AzmZk6w zu4(POcp+f|%A4@msE4sqQ9`9v6(}*MoTs$e7emlQ=eZ6B7Wov`?yJ15GjmO^wf#=)Ldt zK5wq*xi3Pz@aZMJR4`14-}qW__cfuIqsfcIq}6}L#2DKtm^qtbWu6~dfKU5*)bMeYKF+KjL-8gLil5ag1=7jHrDHJzKIv1{|RI;xH zl$heMvg?wpJjIg#;3V>Ps6QrbEGck?%q3FLybX_O7#1sKkXa2=_NH0mpRa|hsfNEA zl$4^LP?ewRP#XBuX~~8D4NE%w^BdKd?hI5)yE3SKUNfmEqu1D@h2ZE3Ev=XRsu+*x z{+jEPhC(VA51ebk>iOTxG@Rpd`ML^j7d15h`iN0hHWAd+B5$>BMoTbVe>rdC6Na4J z%GO8saItZV_hH*Z4|F1Zs z4Ku;Kad#VTKq9?POucnc7b!^p`GQ{1Fm5^sCoZ0I$Mz2g$?xn1_cb zz;?E_bI+zkAvyOGORHBmI&FYLEE3v{sjM)a`^ zd?Ye%@z3n6j9{>9WVH*aL~EB9CQ!KSaS3>GmHG!Bn9r0q+s529+>=1N|KFEudWgV; z+4sxh_im2JUF4?^ja3NDbVLbhy=84_3sEk)OctELZFeXw{+4erpM*Cj>H6j85ySTL zC9$8Rnb^bDckrzsGR$Je8sHh^Mh-!c_mR9Yaw2YpO299)FE!Qs0e_fGdIxQE^!5Am z9g>8U6oDs{W0Q>peJLtG=XaOTPWS0F-0x4g@36-v-!2|8t&WwV?V#pv!DA{WE4odS zuQ|9jUU|j;#E}(-$hzeWC)o$89`E9U0?)e9$nTin>S^khVLomqY7i-q1zWnc_Uezw$%a>S&v);dT9WHvie#@7#Mwi?2^*{BPl9rO**E zms=3!b$aoj@rAf@gYa;kRj;!>w_>&)TPB(%?{FB~k?BLuvD)hZDsm-|$xXHg; zRS2!WIWJk+mR|l|dJQxOhnaY-r9c`wMF-tdlh-)ul1kluCmTjT^yn~0&`BB2AN*(0 zV%V;_?b$c*FOKrF(a1G@-*%Z8Eu-K3@zCJB+Bb?SSfIm$1|9^OzVX4VqDdo+$-1fN z>0|Y@3I2jrWv%`eIbyUc4(H;vY)6~;bRF^ZzHPgx%XW9``(S0PvC<$n3B7Cl#bpm+ z(S-bUXP^3dg9hm<#U@2ZL0^;6MD4ri2&^M1AUt=RAIKdapP$G#`fhjVzTwnc`b+RS zyqKr4c#((Y-vvu*qVDYNZ!%MKV|lo5b?$ungx}LvNH)f$t1Ghzv+La(3$(&v;!m(4 z>=vWnX3N3A8DQeV2Oun1m(%;EdOs3~KZrWmVr{}W_B$!KQ9oDwLe- z%3_V|G+i)A_|@K498#Uc=&I)8A$0KytBfI$eDRgx(5T z&zGKv;DUzQE3G^4iE-VH6X4{dtMt@?}7?8p_+ZT_~7Ut7B@Ti1q>lcA_RPbuaeO z9IwoO*fW;ET$gMx3)E_I}kJQOzapXk^*A3jV> zNy&x=Ka8t9ezEBFca$iOm7*Rrqr@*#ft*C)^9gj!3AU%Ud#jOBnYJ-+0a0NcI}9qk0?we8(jw?tpF0!i=ewmff3MavEelNYji0;4SEbo%{I!f*gv&0OKl`Uc8VS^{e z(6HUh-VmIYY!weF&!VOJI7|r%s5(4ArD&!pfj@Sn7mL=<0&P zCcz#p&E9q~t?i<}gld^$I9!(kP&iR0#TV1GCQhoTXls?mWtr^PB7|NO3kFgKO&L!q zFY>;fn)et&Lc!J5zZcPNlg%vQuKqNNt(FP6{ld!iLyGva@79)wlt;mmsD`?2sOxM_ zg-ez3$67DS0g9h6yH{X2Nv_?D}y{ekO=SWfDdnF-Mb3Pod6jBnpa;Rl}fbURk-k0i3r#VPk*#fb)r zmorw>ot@bjsAtdQMQl+IZsFd%IHzc`aNYgmtPsJ<{PKi4(-g4%aNyt00GR^H^e#DB z5Rtti;erB|2KU}#45M5$w5R5P`nLpk@7&d(JOf}WC>)-_B?GTS`p^pumUXYsvT4oWH?mux3jhjA8_qhCv< z`o}ONS)V@U&&f||oxVUnJuT~{j~iW^T8pIMp2#x)$l8~@7c)645Ws}_sLUdCXI*KZ za^-)x0KaU3H%DHSGcrWx{pl0wSTR+adjoH~gubc-Mv$MBup9dVva^n5rp>=<3ARrht^hO?>a;fN=Zo< zn^OI**9zNLiOHH9vmD-`k}SKeuj#*^q&$)M>eUlO+FUD5`bLz!NqMCSYjC!56mmyg zYa{9HK``P4s6ZfaHwb$Bz3Pnki{|0x)(U(Mk#n5a|BDlWG-USJD3)7|mSo_Sj`C*W zyEb8yy# zEW9f+CQn9+qXayQ$aWTcn`N}@2+uC4Kzyl&l6Zcg@T`pTVMgP$Ex>k2N#@dfJo&T33Sy z(-@qb98TJIZjr$dplHh+zv9}8M`4_w5cd6Yy^@efTl?frcclz-`SA0f2}F0~A;ZoZ}fUw^9P<;xj<-d`R* z$aFkd->&Zef@%9J*{NMsl{0Ya?js(yh&y+7Mfu9iw65WyK_(j?bePaGyBwtf}<7c##-RK!Ygp~xq+4_mJe053 zODuCsUs835zmLncDCH$35+=|(kst*=KqAa3f;7zR`g$~QMcTf7BSyKL>^oA^6fV98 zNs-T>I#U6<99PHmILIaZ_IVT(6}JwztU*Hw5nf9acV^hYvVH#g_CyA;K*^LG1!OQo ztPKGtyaxD!L+|>%ArELiQ}%Pl!5nb999EkhVt*m$?S00{{k58jpJe>w+b|#Rbspm= z(`H#x>RTTcDLpHKph5L>{7dKCrmq@fWd@8XXhSKOq$qG)F!~+qeEK|V^JaOjw+|g}$ba*tFw@*Y{!07FfGlyN_`L+!3CYmOPG25mn zR*LWaqWW{4!*o$a(y7rjvR9S{LwaI}88umU!r*2-f021&hEYd*OD&sk&By{xTH1EX z(U3Br*`9*vE}yx{>7U+`M}dLzW>?(W+FXSssOx8EtF@oS%SHW0K4YPG*MBXr+Vag{xL-4qsD z*snBniHL4Uk^%*85w<;9O?pHZwRYJ-Cs(S3pue@R^Q&PnP#JLVlLJx5+l*D~Q@OsA zAds=bm}dlab(mut_RN;`%F*8uwRPJfw^KNJzlf@_0lQRI)M-a#4+p9DNi~~1_=qT0oQUyc)3@)=U65iMDoO^zN4K4gMJtIqjP z5(wV{(67zoLN>q+r>OsT%;K_(j|9a?(ac+mtalE9hd0)rb7>;YNNkr&%=DN3FTMT| zO1`xTH1h^j^Qo=}!CN*pl#x-r>E}d4DEJ76iwvrL%k{2h1o+iwzY4DuObElU{ZSh2 zReoJ+c!>_Bo`P-G%;z9M(b3i{$<7lgdpg-z3~hgg#|P#a7BUm93w<=n3__2noo8E% z*Z>-y?fxpd+R#j~wbdzKYJ#;e>+!woRSSRy+MAt>e;<{Z@K~U-6kp$_ZQ?D%ELbtN zVRxJbL8aH^W#+x6brtq6F3a0I_FBhWpF~?3#hMDTT(_Nn;ApOWc5~!wUPxqQ!SHAg z{_~eZKRmhHe`9KgUy(MhUMxqDb4(ng=K9Z(6s@paq(lFnC#Uq%MeyO`XQ{4+lMLs0 z(=Yr+2Pvgr7pua_G39^BEptPBgXvQK?wHtqU*|HW%;cH#^jyQpiyeHCW) z=#Y2Iten4j+Zb@eN5TM)n0~MOT6Ktqa#$cCR`H(;QD;qpJH`~Z)v`k^La+xvHF-~E zGPG=0d>C_j6uFEB_v5Zk6n)bkWhtLk4m>z|iwAe_BfT7B6ZBWFu=K8bQjlC2R(8hN zDfwNTzus-UkWH{tQ_C(j>xjypWBa-o51oCyrHLB*IU98xP3Ot$TJP|`bo9_^**(T`p}3`)hnLmphf!M_+$>k&NJn%cW~UIu zdU2{~APKWCGkR@1su?RMup&aU?0>c-5+l(i+A@fjV`zPj#apD|A#|3CvKMCY>4dQ# z&k^-3d-`xB`k`uAWz)n$cek^I9zA)YpT&DET(++-Rn;I6kQOb1cT!ZZZFY7rY9FD| zifA|IWwX#9>=YmG3&7)BAPyFcD){CZ)LU#SK5=>LJ0~p{|Hd;P8fqFehf!3iDaOgc za8qN0SgtTzZie^JFY_s5LWM^>uy#C778&(;pxxXj_=oPZmL=0qJ^!&_E;_fugS}(T#e+1eH@nC`B~Z!9E>@j0n+o6%5p$3^r;tyWo=|wFi=t(j~@$CS(|(Y=r`!a3z0{do4;eK zmQ?@kb1MRZnT=*U4r8ND^jNo^-fW9T5U>th=PuVSpN23Y_aI$%_v$rv^h=jS(7u1Z zv0gwU{1`6o?1LMd2Jyk>jQ8BOc0%|^FQV}#^L5)EP!-yoz8E^|j<>7K=bK?@(d9^} zj_E(#k_SCJXZOLY6Tg18KK-+FwoR~i^Wx~5fWL&nIuKQ8U@Zsse$B1YL>-(bjH&St zD$oQ^z20j%+-h+sAJpD_ercNoD?cCOE&p(UCh8*Lod&lj28Lbs1AhKw2U zRrU#=wo+x(RBg|WJ&J47WU^(BKo4Pm>F=);a1^<3LUWl^zNS7t{s|GCEk$`k!laIH z2b>wh-bL+Jr$E)!kZ^+Qru1%+h zxu;8KK6<=s+cR|evK@aqSfos|TT4DaK)ZkZcZkh|#_B$1BrTh_$niCa#HoxAPPyAI z8Yz&IBt3mS^N>wW8x(4c~MWS3)fD75R_?j$4L?B4(x&Vw^DyI?jH^)D_SpNf-lI5L z^6DCKqXpWP|95~_G%bA=TA2R!_01gzzg^VoD)?S>65l>g7RAWZz|c(1Afi=N2p+Rs zoR1NdX_X09my-#=2R=rC#i@=DY=VzogP0$$yW8^RMmtQUdR0YJZ=8^Tp{wu8h|lw#$LjkNzJGqH7dCn&q@gt@?r?&hBdIlY6#7lvWJy zfp6eQs`5sF0d7`IW?coZXJ%itCkpRplH5-ao>uQoUsq4qX!H%hgn zMI@_!yX{-Dc`u?!C_r-UM<=zgEwV4OX^XB1J>xQ|pvvYV5x`YohCOPm zJ2{+x)$d^WE&#aK7_N@XBzS4C*%C*aWKApx`_Ytf_qAeHclQb1_Q_8(hKDCZ3~K5* zg_j>xei#dsqPDJ@!;D>i`|R1%k(bsTU33x5G_t9Gyv;uL~|BS4rwJkmed=js21*Tobq357u1?=`;~l>bFe?YXZ@{c`_a}``+?hSGS5sf z1UXu?id-f_;=s}JHLeS=%#ijqQk`U|s7$N0u|+RkM1C>T|t6wpdhewR2kB_D!K zQ3t9^)ilsMeURph^>vHzO+^)YviSwUKuol57Q#9kGE-L7)j~ITu@J}RJABeh?I$Sh zm$n>}dZp~7Sfgm$MJ0MbBgX%jlh-(4`&ro2UNZ_F%)PL^H8s;@$opmP=jE|oM6%9$ zI69+te<uJ7E1DD?NO#W~8)cvxnOR$l0)qp)k2ED!P)9ObNlBU1wTKkM&U9{05PyR& zB$jvO+jnx{E9mAmEc`)lKEw7{x#@SZHlfsLd3K^V^wE_C+8Ek@o2ONp#TbGa)-Q|_ z(-}#r!Y4OfQVEHbogPb&()D&TT8~6du?DAzJ1fKR2~4eqE-l$2NGJl6o}C=1ohAWM zg$b;6E&##ht?6t&`a|arvo;7U2}0J`+}zwya$ZhKN}6yYE{=qaq4u}%Zo5P4znzn7U}%gdb3dy& zJrLpFRx122$_bC`T~J?F7w**5lmyVfU&y@$*F%te`P|)&2Xp?wm{T~nhUx!X>gxI* z;ZBPVB32va-S@L5j@!o$u*ChWA0$gBHIQ^SImRNeqPJGzt?s##J4qv@3F zmMU7ZNM>{P&ku#g1EaO`1Qf%HlyqwDgc=&0S~ih_0eMu#!JxT>%GE6#4Z%Tqd3n|O zAGuY^4THKN0w9A-%x9R%tFRrs3KJ_>FcBD>oy`Ju`%d}Rsi;AW3_mwF!JSYs8x0K& zEY$q`JRq<6Lu=g8E56B1Wn~50C%Srf0d$B(%}3K>W#TknZVWtY@OY9H;79#V5^LdL znq?z`|D}w^;sgg~4vWgb_D^R)?tCKI&bPQdXOtG}sud|>*R4 zBszIr8A_8$X!ukF=guH{OK*YRqL|m3WOm`wgKH;$jj#wC|8dT`x&{tK_o6IVgJD8E zR3TGdS2u2A3x-EvNW0l=Oh8cZ2H3K=oE>|jx-RPB|Bq8m9LaKW;sKwi-NG7-W1v^@ z?Lt;mltNQe6VM+VdmyW2iY2fC{*4f{wzi&tcb0N_DM8OKS!OF~M_N?N_ORAqzVkHK z%gy#BnD5QT`SONW03f0C`TO%xSMJP{|M;2s3N3r@@7-z-&Kx>%6son4@Lm@w5WGuz z?VcK0Qb+{0G87gDY<RO;^_G0vW%Wh|)A){}9ZJGoIDUI*kxI~HyO*`Y;-QN=y z?B*xQH*O$*sU^$lnroZzLGXH#;WLnMxM;kVn37?pxxRIn9(JA`Y3SZnE_TTLPSNGFiX4s zzS);9$N2Mub0=);nT-t+9Gvh|*7#-A$S6N!0Ot1+PG_ExubZ>4jmma`LtE84IZAs#A- zu(xD_Q3BwP0($b+;7tf22-GgG z{R?~AJePGv`%~V6>gx^97bJ{)5>xpkY=LQMO2wY9Gc@REvC~8&lIIo-al{d(%jz{IVA=-#4#ypx8Z{=+U{SK?(`RUAd{W)1geXH zQq%f)xrF6mG;i;jSw$Fqdr5+|gFO%_sE80@G)zALw?o9ivMf_Y8M2I8$6*Vfx^R*w zK0Cq6Q3cOBM~X!j-6uqt_=t_)huJq8#J#{o?*z2~i^|YP z@p!EW$`(^+oey_zJ+~Wt+4r7Cy z7mtjAkF@_S2X*~1E4VPEw2)c+hK55jRLj!7D%W{GgNx*Y(>t4XRmHjr|qRe>3u`Ofx=7(dC2DmIr|!NXkADk&k>Fd$(<*fjrnGdvh-=jTrj zRn_Ivk3EunLD=Wtq`e*aH6b6g}02QWUeZE`%5l`c&yAsQsp@*9 zYHbMjP!W3M!}JQ|g#6JodJkk2N>U@E&uF^buzZ6AFL(`mYL5XM7&v`uPjGD$DQe+ zSYgv$lj-zOlSf%Sz?!T>n@f`!WM;+ekd^)3`@!}SIIUHi+*{UN>2~~;>`UN0m6Ik% zZ=y8VB(o-jF|bHvaA&slp0xui<8)-S7C*!~QjizPtBDOZ(wmzN4TFV<0PH6FxcIA4 z%^g$RF>6ZR**W>A_a8#GoxD5)Mu+SETUcMk>VgtDq))L&Vh!)wvnX6IQRO){5~L{Wl2RrhM2k$<&=Xr*!X z7I4Of*-l0~wOFTL76rdChOnZ!KX&uQ$PlhMB(~x5gfCvYDUxIt{Q2i$(=I5}V*A zb!!v)wh=aVkkwDwSH5`GdmZW8NXPz8;g|&D0@dSRP z?w}qPhmz_Jr(sEk)J9YBTgC8^=yb-42Wo?~U!$WvCi}J0>Zq+F4RA@&gnv-y=iZp8 zd(}iEtUP69d~|e#*3{JXtC>+S=nU&%s`2jXLhc8dAQ*kQ84!v7gT4(UTCwU*qe5nUQ3KYei&0Q~A4=M29{_qH^^?BD{jy?=F0wwcDC` z4Hed%Z!DD6af@*LH?2n6JB*n<{|?Cp{4d*5&{6wa0+6S|p2AfjOyN)hEY+#y;g%%fmf`&N z^yw0s1Rp)#V-BJXtgidtEAHNS`ZgYel~o!tCbNt%L7T_01as9?Gv~`(%BR{RZ&=mp$8 zrf4i2&wGkQ9r3AM+2oL$ZgAyVa6{H73W4JT9E-p^A1ejm|Mq1p8`RLpj-yalW>s(A z(5D&#nX;MHRYG@nckuh8>5O6I-3hJ<%#1VBLx4~@t?DM{V|b|UvL=xgQ1L_gJjyp%}pVO zL57r(vE0i7WHv#VHa6&IovXEhNIr)_E@6f(SyzJ4zm;&qHy#CguuK91q-bbpw%}m` z4$o+6YHCnJ<&E!v?WIv9jW9N(?Jl04?V#}y`}S=(GDfijSuNzdXQwGqQ5x{RkAW@u zpDrEGIC>cJ*jKTZl|TdgT@*;rf>U$GQ9ZNuEb2LiG*!d?i7}(mQwVboKP~{Hs4uFi;c% z12a7$r8lpeH!#V{(DQ!uc+%C2vAr$g8&F>uXqkN8xQwsp{GX|yWjRG>mJb{4<>v2H z705sAR5;apZ!pk`*aowxM7OlHv0NMiF~t=u`@m$i1T>+5!`%c>0_a#|fm8}xn)l8h z4H3H`Oz6=g{^b$UvS7j0mn59uwFL@bQ0Z5J{~iRXL^B~Fp-mVB{@opatw1L`Y;v|s zf!`Mea~uSr3QwS@s+j{W12Ccj3*|mSoy%iffr2;X7CpiUhSo2l##{#zjg@%FxFezj zauEP#OXt7IG%nB)&&hxjvn{_s~4n4a4kIZsPHlh3pv4@ zF9x3ZE@&#Dwy8Wo;JNHe`Uwm=B39Rk90yG0DJJ#1AFP{81E*-8ZMFNMjSV)8_+0JO zP*<L^P2^R$}F(8+l0G7_}AmfS*ltaqS!o-9^ zL2(fSj+Tq*7eHj617o5V7;l9g6$zO>D?9sDUS1*;cv6Icku_+ipWgsOS{US+`TI8l zs2y1_Syom33Ry8FT>sw<{6&7k`hXL$Nc;q4(`A+rUX zA1~3;zJ&eT_W3g!IHLcm7;RRmc7fB(^#j8WjA?`P{^Eti>^dIdW6pcpa2^tRaj zWH&wY!>gb97yl~n9=%5Azc+XZOJ^}Rv7`Z3N6pO7v%0e)pHW-@2CP{Cx44Bf6Et#Q zlq=vwKrp&=n56O?Wvcn7E^ z6zoq4NlE*?>rj~AjlHNasQd5A7!LYReXKv0CYP|1w2#EeNCOyH_|HFtU&7t$ehz7g4~t=`#&?$WCZ*OxGl#9>U zyp2uXgBdZr7?cEh=wEj9rOD96u@?R^GdEu#R?Gf9Hz#<%ixf654kaa}?XLz=%`|CF zZ)4io)m5|ky?9nUP*X{e5{c5`N;m}X8i+0E1Ox=gRtD~+a6v;Y+{1Q|2N*2SVKFu~ z&H!s~3D@7xChyXaTNssE!(7)O0CQk)a|P7w+`_Y6LGG>vh-}Cx`~06j_mCh3NC=)ZV9B7<2FK48&fGh;%UkBXd5xu16Fvi>k-v_jc@L~V= zUQET-W`IxKXHY%DhC$L(*gVKwcNvu9baZs}io?%AhFQK)|4&d5*c2Zg9s;R!DqfK5 z>oJ%UR|1R%(`Z@n8Hk1oI2dUI3k|%gyXn)E5xZniQ|JU+7(#dur(oj){xlsRc{G@D z1Eao8nDFT`59%I-D7WxT0~pn(LVW@Gm3d+%hewYdeS!01o>(zE4bT?&PVC@*8=9Y= zpD1wm=_IpV9~?P1VGMSGSkXcDWL0klT87p>#-s>a9bh9 zVIZzJ$Uz1A_kf|~PTsXs^70Z3JX)Yao@yLxH+^&mf;Iy83Jj#UP%{wLB|Mf$eGk@o z-R~#AN=YHe)y0E!pk@x182ly{xyCk{F)QC|{QM;FRK6h3Ok7;NzHJZ@^!(h`h5>-{ zzg@R`2^doGgB0}72Ysn5R8(C4TJpJAHo^-aKulL)De>r60|jC^2hig@vFcw4_pu2HY~IwggD|q03Nz3kP;&GE)YPoN)f(VOL9k9m z0iO;83y8*l{_LfHsf-x1E7e*wz-oo=2P<4=C3K*WHSRp!gj^;K4UK@1ZqSJ#%u>S! zB0A0`7W5~lM0}I2b=>@&~KQ9UI${6NRE#sdpLuE1U4}1&V;yoxDj*_0XB$? zaAtQR)~4XNrV2}f9d;Qc-|djE5ZMzjCV*Qhon_z=8?D%*=kWYyAyLA`!~48B+qOWg zVGU#V7|fW-;?B{arDY8=vXBES$;$^%X3`MXcV;9tK)y|YQgVVxJLFv8D04)8f%pM0 zWdV14KIDd~YiK9|$^IrJdhKwvaLyDHIuawoQSewB1pxmB?P5|4AWx2!TfUXziJGXi z4tH^PzYJXW){zkdMBLXcJVyua#w8TO=7&(q4I8u_46Sa$o(-+9ueY77s|2>#ISUXw z=i#zJo`;84+=&PI?6c#&b~s|%!RTRuxHsdL0`{`T(!=k)z`!DysaN#YBiIu!qZQ{tDZ0KzXYkar?HA z$eGP_sj0Yns)P>9*pL{+8aPI>p`RciE*=i05d_UB&=4+u2hxX^0+=Fbg9b|Opz-dq zCr&UD(V$D^;^j3u;jW%0O_Q0KS?9BpH<}jm4|KHVu>=V-H+Oe6e`#T1@U!SnXlf!w z2Q%$fkgO5}S2vK;!hhB~e?Ck7>l=;iyG%K-aq=mRqX_%f5 zIn)xk^@4#y*~sEu^^I<`m(hYDVjfG{kPev6*A@M72Yu)BN^k~!4x)YddU|?D22u$X zK~4Id+DA#Y6V-(R@J(uKYk&Xpp8gs{ENx_ZT}-TYQV>cH^+yxcs=F&AY8>P*b^khc zw725{^BLZnyS26TCX`n7=_UZJKOpw=qS=a5fbV=r3DQXkoh?yp}vQ; z*ADw12`~^hLy`MVs(>VNxS>jeuHO&-o216-Y0R7YngB)}1;&*qLWLBLuA&J+Sj%HaL3Lk7eQ$I=%F zv^(Ws;A%+#nJ1WH20f3U;(rNAt1(n1#f@Shr%DAU@;!);zu|zp2g{_juTLF{Wqjsm zkg1UIH}1wktzjF2Yx`1K2bvP+X_~^7xf_frv&aLUw}~F z4kkHDwzdU8RzTFHaBp;Pf*&In+$}aRBISlT6J`)`XNE<~_KftZfPglf7%IHy$Q^?A z+1v4^j0~nh5a7J`^K_-S{3V3hN1D){@}?0v%v`{5MsauytpZ2M)8eSKfzU1onx0}VazFQ-R4N+7-l(K44>`fy(3nQrR$3_ z8}3tYd)t=%h|iKxWS2m$ELwz?C`p|?0@DQsSaS5al!WEk*w|PTZigD{b5TG=s6qY_ z^xR2%q4w+k`ZbD+n_Ec`60qlxsyu(r0UEym4jf-ef&L+{WmD>N3pP&JKCGymLEBsT z!-GInakO~o@V?dgwz_%_#NgS+nv=Bnctw*^L;ZbV@T1FndV03HLTIO~LF{`=%|E_* z{+tioi*yV1Z7Dt{Ig6&2#gg&&~z!3hpT&!0nKri^;TKIZ7?h}mKz9r;5l5IeRq$QY3knfk=(yRf(zG4XwL z^s11Mu0ACV%?nsDnfduRV6zB%fuUgfha`2oOFAB2Uc{1bAlpVp%6NDP;Vf3ZdzZP| zgf~aG*Afe8CE6V1@Pq6ErAFXGAT$`b2jCrz^B5)qW0R78Y$)Jdt-7-TZUs8EkP3pw z`3(G;(zB)pj3%B3oAFWgfcNBGu@oI6qwv~VF$9IU%&txf!C}>SHb7AkLsCi#j{R$q zcQUn+DK6VbkFL0^Ho_w+Gpm0JuIkJ(GW5TG{Tf*I0KKK)ACDNc89}J8tGoM#u`xC5 zMX2OlpgIr{75yPyR#b#9cX9gO_6o@JqL^sa9zU*A>T5pRr$ZrtD8ds^&aU*0hKI)j zj$|M_ij5+tq--4+QlPTRoArA2#aEnW;oOphk$&! zZ2eY(!xQhvj~__22lXWOq?Vx}C45tSeEf_-TLBpHgH!TFT(-sHw|61k_t7^O8NZKR zy42I#tD~(Q40j%?@Ox0ri7|qm?SYD;W9dl4l$(QUIMi9A<(4Fk7BL{iLTpaNQj6aba5bxtcXUHj*booH@703 zl+A)PgxIU&l^9TLslYv+ce@VBZYadvz)m5DQ68l1p!DQQxP55C9{*y6mFz`qs>#P` zXOmBl1)->@fcy*W$#KC_Jox6-<@aY0h+1ZL7YdN}{0D>T5bn>~npKV3(_h9kXd95XH z%7UKYw{PEU?d{1rCQp39PXrAG2O6Amr%%8{%jC;G9DIuG@yyq+*Y{V#X^Roep=rv+ z#T5&xNT4MJT#=Ukev-Yty)3cO^%KyLgWexK_$&0><0Igh=x^XoVwu&3C82y zCB&@ZMRGFjl80nUKp^y23knNq298cxUfm+4p}~XI0!Lp9u&_W#i);ldIEa^F0RCU} z9#Nn0|L5)lsEpK(z<5HO#OvG^@PSMb<=lKmiPAPRi-g3D1=Pg=CP9|$k4MTtLPJ@> zc`HC0h0KaUtp!`OG_d5S8dris@d*56H8#>KDJe<#9|{0^Iyf{pc+)y-8zk?QQ(pyM6)*@|=p{=^P)Yd9;rM@A9=Zd*Rwno|fc zH>cMCe{sM)FGg27!@{srOh0;fcz|SB%(?D#qdNO#h!^;Hc+A(XT|<|LZ{q>WQs?6s z)sx+o_4T|N5P@{Yuog<7dC$0?90v_z91Uw?z%g=Aw zt5>h=)}NkzU-Vzj$@Mk4ut18_`0+00A~xKOX@U_!<1hZ`J$hoc_=ZCt!_C#Uq|x!J&88L&d_ z1Qxot=PdkZUH9W5JFwrnVAn3GzP>+-;>ooS(}Cmv`B#DYJ|HTJYiEpJ)Y4P`_5!QV zi#Kj`02@3>FE1@+_WH-502~JcUSD}|J@Aa@{-f6}UIg9VQuyh3gnb1Yu;+eb0dQyk z4fz5vt;0PddtJBAA&PhGILcnGtsAFH&X3qp%GkHv6voUm-{w8ed;SCR54e&e( z(1^S>bR2%hTym z>mzgLyNJEHtE1fmS37G9Hn+RZF4hkmF7aRF7rMZ9-__MoLO|fZuk$}}z9*2jA~Ap< zY>0}&)m!cf3&Va!Cm$XVFZcfWw0Dv~PL@hRb30|5gRix5FT~{KUA^ApyngTA#_m&n z;pG+DP1zSLWHm9l9dF`W$U8rG(Jwuv-{W3}`MW);$)HsB-^U3EUJh>`2(=tr`A+Dz zdFjfkr!lLP3+ZY) zIy$dp{Cs0D%dhVxel2sE9vb0cPt{$aff-2sZREGV&LHlXygz-}<+s^b>(i%Cp-cLo?^D0LaQpF-Cj?ttTV{s``IK=QATMtpilx8F)U#6x~2$&C0u+v&fTMA){*fGaPTkUZR5 z-FR4ATRWDOktnC8rWUY0K0fX^5hi9)7k;{QE<0y*em-<-%l(5vQ6s5gSa9YU7^4;O z&0k&uh*{@*HG9v4XSBS_J%$g)4tAI7Z1XDv+uAf=#Kl=|uS`L^8BBb)?@I126!P%$ zet#uo8TtA(DKgWQb>f%D^l1dgS2FatJ4erQeXe`!JL^H)Liu~OH-T$wu0~F^wC?-s zy+W=tniq^psUH3ExR>U!y0YRpXkT(hM1(fKa)VJ$PEOEc<<7!jNxs@XC%X-0s}5CE z-E7A@G6}bZ;Jv*)QK`e_vG4UwO@*w@_()Fovv1$N5oJ8i&`1hTPv@*y?=f^g+~1_8 zqQVY3e4#ilxs2?r%?5b=Da)u`Ul{&E&+5B%25k^@_c*dV8gQIlQj$58j_(@`YS7sC zpuy?ZhK8>ji-SUU>ZuUiV#!GOt5*yk^grUkn`~~Hh6Kld|tOg=V=3ptWjnCFn^S$}RNcy{XBCn*qHtY~wuc_a#ndkNE z&!qM+E7Wy0H44mzo z1`l>e4lSlz-ctNt-P|Nb5@3v?o0zY-T|mqlqR&#i7ci+{KpekQh=~tLv$NkDr$z(8 zgQ{(!{{H^VoE&*;>vP2p!_S)Eh@s8cf?zN zwClgPHrGuyH8n+jW2idDvF)#TH17Ey2dF$4#zUkG~Rr%}J zkM-mkhbBsSu?q{Igoa;R`c=uqSNLG0>XooH%`cx#V`wg;d=O=Ap7EFEu^?89y{*3# z=dmHdLq{QwS4!$MGP<}J1{=@FcY8|z(;d?Hs;@he5zfn(Pvz+5%0W=*=;(-yjy~FJ z&G90XBZZG(4#nLT7!Ec{s?8^Ugej}2d>uJFc(gacdU*fy^Qoq|33$|x54Q_74Glv* zR)33}LSj88CMG^QPhIyu*q#o4{=6pPvJ2x|11@%F?tq&1+M`7D4W=9ZNT5qdK_UGT z`Tx4>csDEL3Wkv4c!-qLZ^Q3*% z8<*ZR3%*w6zb#5lZOw$AOxE4gGd|OvmYJPxv+ijgM(b(s%9&BdwV`_A0H8>NNCzD z#NuOQWac0B8IX|ROr6gq(>ka40-3al`4T0#+1WQosb!0DJ`lVJRn@zNU@#Vg^6A97 zyySz$XFPY^81V40W8X0>ch5SPja!V?kZwB}pN>o#p_bVvaDS`8Yi=%U_n~ydI>d@n z!+xadG%PgvTenV<6X92FjfdWl=H}qQ*E4b=^!D~{tMq#G!Kkcbo#HI}L&Flv;Lrd) zoAX5cCgk~Dx7hgA6V(;?ZyJ$va^c|<)td$oy%zG?5F}^3Q><}A^~H4BMyD$B;ll@o zkt&~$uCv-fzXf=Ba1>%g(7YgyOP5YWNNq5np*)O9ti1GH?yW-__Q4Xdy?#P2jYRT* zuh=*f&#bR&0##e7-5Jai-2QjG&oQul1L_kyaGvtKq!-q|)xAaWK z<&+oGUL$B)oOnuaf+o-Lw!Nm8eDWm@!^;D<`Db9iU%J;)V_z~Hh-QvjzK03hIr(NY z-Sgj`e6$>P=KKbUL7;l?qWW8jskOT|qMrcBIRUUn((30cf1llrGcX^pD^S1@qvRm7 zyKo7OWhyEvVZNrix`D7i(ICYn=AfXfOQ-um-#;^x=a#On=qoV^2}TGtHiC=akIN{y zy1M4ZmI-ZsemaZ?6d1 zbY&8C{&;>WppM1sL;rMFSC_Cjo{otLrEJwqeyxSIApG#>RDor0KTvjKzUQl7NBXrZ z9J6~-B(pIZSed<)?xxB~&$FZ)O5qB=zS49T^s#ZKzNe4{pUjcC(^uR^XETz1K>Ct- z^7N@Wgi!qgGYlRco}fhy37{?Wo)5QQiP+L1muEg0f1ykA-8m!V0A#d`kkZ;sSGAw9vSLi19PxM}AtO>zB#9<`dlNH7H!FIib;)RBcgvOf^BATA*TCE;L`q+gtLz`rBvt#FV2+ zhkM)(Wm9wjBvSkBN0*i&m>yJoY_KnY&TvkTpn>V2ks`u%#va)#2pNAll z?o(N4)%*=oNrC-f@iqHT{dSR@D*ChqD~Z)xl}lN$X}`{obNH>R&^XRe%~kDEc5H9P zad!^P_nyq%)Uw^r$-zeo@mFuR{o=R1`=%(!0e|$PWgQhYb-S5?f&xKfQlCve=$g?MFflQKlmHmJ_Gy}8G=aFY*8LpXs}YiT$~64avo?{O z%0&1u{XErk=j({x@9yGLCRXV@p6}F<37hTAKp{nNc=!*1(})pCB_Sap17zn!-yQ1< zw?7eZt0&-04_4>_z2o1AW>$ znRM_3RyMP#@Ag@T(lMf4Pq#lqA+)@@veBGB6Q!7{4|aGhS|ji%$;nX+2Gbw#=0R0i zLuVH)EiHnj=D23o|LJaDsS^j$ahB(AuRI!`Y=~iy_7*pBA0tGw_wFO1H_d^Hp>$&c ze%ql^&liWkl+@Z6c&^WJm0W%JP$WA$yTEZwuHs;4o`ixz(bZKLpml-wwzK3)J;z4x zcv^(?x4rGvH+Fguk6{M{Ee@8XsUI|*tNGph=4tNW>(r75b+W|2oA!P)y)bfh?T@jZ zTDJ}9+0BeSn3{e>Ah-~{y4d#@Kb%FXGw)&16cL3%+91+L=kojKRRe?g{ppnzXULUi zYcuU6+UFm(=H%u5Koe$)Jn`1fPU8t)Uh{>Hcf*T<$~5Fk;cTV0dO^QSV&kqDN!f|M z8Jn7VN_v9J48XKIj5OM8FE-ts?Tx_)mfxO`QiQ*+1oVs!$1krXDc8jTTC2iS=H}** z)q;EyA3w%RPfuqP6r{S>npnh&A;9|MPYo|YC|;c3u9G?N2c)sNffIx5?7h){@0HjC z7Q_rT)vHVQDBlA(hZ&q`vV#sl+a&rK`$~oit=&0F{ORLn@WQ>NO)lUZRl?Luo zsMV;LneCF6#(TBQg&BolFH5d>-Q2JS!1%z8sRDo@1Z`_)Cg|}ui;w7x&Oo)`v-8=y z6NOUaP{Lu550Gv|L_}aISp;yTKAW4ffh9gxKA-nxnZ<=8wDvLJJ`SiktXAJ0+Ui}A zmqiNP|DK(mf3&|olM}^(HSpYzPhFR`$@P=jpX~GQHSwa@*?cfk9>06fRKt}C0kExQ zU@%~205J0LvU3 ze8kGi$`E!2ib7fx&u$bH$YH@9oVwCd%^yQ-f2M|K|by;q7WM2A8Mki0K{B%YtT zL^BqE$CKNPiZE-V0{b8w3mpa#prE$AV~r@w!X7a1z^ zr(#uIa(}Ip;<*s+3%m+rA?urVZ3IuVz zB~v%PZtXO#Mx9V*{5$+;Luhg+(&XYIUu|984PM<3 z_q!!p6E1ULB3lwJcg{S5k}n4OC;;I*Pi_C>!31k`vst7aQ2=KHclxA2z}17Dg+fuj zO>HiQ-oJk2v2SlLK*xVcoz?Ez^C5Yuy zYfOCn`C->iwGN1D?>>FH2n}nnDpZ-Mi--eeB3*36`(|TnYuv`4VcucC!~N)zl9JC4 z=XK$2vs-^BqWkS$R&D=&bIsnU+P89YVuAx^^FfE6sn6MApUvT;|CyScRE7$)1Muhh z*Q#9B-PtY+d|T1L&pNn?(PtWs7~vh^(#7e4dWxmbPSA8fn zTYZ=t>$dbVgP!*CJt@A$>UFtG7)^pWBH0|BZ2h9^pA;2E$gx5~{A7O7U9QLl9-c@b z!rp}*n)Vgh#=U?MeK^y0^%x0BBrq`?l~5#Xj4Tb6-JI*ph=4Kb94&*6dQQdaL4M)f zb(WWxe+RI&fBN?4`%x#EnTIA>i{s-N&xwocdjg4-zPIOX4L8zmO_Vw-BO`-eFGu6o zlkHIa(b@q<#BhM+WuC4Qt79g z^Vw_D;T$KYg6H1fIz_Q2>$%PRA^>{lp%D2Ky()y1*FPF*zz9m4WCsUF%6OeRm1;QU z8t=0|*Y3$$G*pejpN#kwqj3<2X;XAHBp4T(i}(wnO^s5vdi)u0!QCc00s;ay85vVo zmnRS$$lVtD{6%bgMxje|!_4~wCC3rAv)mJQs;U9j3X`6qOvzoxe$*^G^W~+!W~XXC zMsj~A`Xpm#wV&VGgQcf$C5M{DMxI0PHU}u)OjjDo)O8&D>sRpJ$RX5+LzxAdRrem3 zlsu_dHYw=WflIg8IXL89Pmq*SAvd)hb<2!T;5%|^nT&A{{gs5qSgjOm`G!i2Hloa^ukQo-V z)IN5%^#tqjt=;c)6Zo$4J8%kTZeYC`7-Nd%@u=;9p zo^9wk;u($tiVn>aY^q00n8PHyf~ z2q8CL-YqgP7i2IKUO8m@_Ebtk?(rVxCO_WdH23jqjZHDrA+6bu@*Tb`iXtmo zKcIv#2fPHt1ynyg7cSU2pLTL`atG>1$Z1@GfRGSne2I~TzK{68Gy5kcu|ir|uIGqI zUfE-7F#jHyl9@>Y^~mF|X4tQ651L|m_1MM58Bjc~t*t#eF%bYo8O~000s;|5&n}Sc z=Jkw_Gl+aG7Q{OymvZ zTLiMKWW@IhnwkK*2)IKJg@8Z@DuD)Bu0Gs99wE6xlIZp4^5o>C+4n$-(m&<%2m+{x z2*vd(F=>*VwMO9VR!g&K=)ps@)Lm}Fex=gnyLLupUxH~cd1a~b|6VHomdr@Zm z)nykh#0)ss86ca{n=?y!o`jne34o?>48?3{K?sq_d=%#&91&4B*PXMts(*pbd#zmw zSi|g9G3G3K*eROZ+p=n5-fhNZdt7Cd8kjFyI<##m0jn?d4qrIlIDa0CMe5>q^ZoY8 zPV?JjcH7u5ua4J-3OP?I|9pFe9%(DQr?D_n&6;1ea~_C{=i}oR5DrFxc2qDkV=H%C ze0H$Ei;n;uP67!YQ0~cpOBA(d{8P2-Ai2?JiC}>^8ioB|12w|m zmMcqaQ0oI{0njbDV#f6?P->=!J9=x2gT2y=C_qF@*=d=>Q^+zv#gy`LMwo~%6HH-} zBM18{n-ESf9;d$icI8mV`IF?rM(Qx-%eHplm%<4RUmRss1yGK#(81|ZdIO;nZ;3_zN_mNT2lZyTnfnbZ@Us}3Y1f7i>JgL%>t63(hG&vlnR{aMm}(_xFdEf zx%RGymsgrbk~GD8wM5BN9v&WBt$qjiveG)=B@Hjp;@s9FkWVzP>dzYN zus%Qvun>k}QFoqrb!TgU5I{S+J>9dib6nkp(19;{`^j72H2SPMT`IGb$&62yWf9_`rJ z7=xGtGs>4Z4402VnR)fvwQD&8$}E3ov_{vgx4&72goODez2aew7Jqm>kM7S<|GqtE zhd3R!lpa5s=@fbR+h^;mE_NQizPVS5=2aUS8n)1!rMe40(KYa@#k8`ssfjG@TG+Qt ztu(<0za$BWi7in~2(k)N*grJ$`BPe6>G&~NE!A4exvhhPUv!$1(Ah7a=STTQ6vTx) zME^MFmH1~E!DRo^SVF zF#%zv0QeRr9_x3onzX@Ab$5HPf;J3z4yBAxz?3vxI_0y=C@_n~}H_Gu`j_P+8tMr!vs~ zzOxw%Z|$SuC%5F+z~ml;Z2QoO8PAP{5Vbd=XLxurYtN7V&O7c7n8*SIxn}7lwCn=V zIcPQjjKw0R=p58DD4Qa&x|VpbOaeiNUJr?x7ecac*)|mOROw%#z8pSrI1~Z-6A#b5n^f-$0N9VVz5FOK z12k0X8~H!F+ITPGnrLxQU&@$Tq)N8FzJ!b7kahjMJD{BI1k0!nQ7*5$Q8knBX?nIj zZT6Vi(})No(u5cenIKGLy)|UQh=}jnlZQD7k?bQhqx)DQoHXYJ zG${Qsn7nfi>F)tR_0`4}Dztptd>JE%(2(jJo>%>VxUo9e&;vh%wEf;4p)tM=6bsU~ zR3T^2rjq*wlXbE6VE;o4yE9Gr;fVl6HhznXuYpH+4$vJR+1uY|8V)Ev3;JA9QBh`I zp2J@WkHlyDwudWCjg7#@9TyPreLlF*c4lOgKVI33M5!sZnNPz1@d9`>HTi!J z@_)t9TN0%_!GP3`CVqbkKna6m!84SP=0vGu(1LT1g(p7Vx0Ok25AN&JS96dl(b|xd z^1}P|D=u+l(2(-k?b|CZr;w0=FpMTSku3d12J)GqvP(cP16^;hZUoE(a7GhAR1_wu z_t0$Q?*o<=@mTB19e}azo|l8ZEE#w5v%k&EC3JR~szWz1GDE}_lhr-(S(WR=+}s@K zyEzTmnuDnGpG6QLJ;|;HCye4S$$69{CO59y;MX;>6v?Rvn1czic!yurR z1Rw1U$&e7|WS1BH7xXB4O^K+BNb!^Z`RMusnKpw)7r61jhhklRJj}p`Q2NHvr)*kN zh+z+94nr@FjV7}tgXojn&I(#|2RHmknPYu&kFa1@2%(8O=(DrWL3F$F35xp@dimK; zk8R0(L>ue(>=`!u{C1B+ZWf~Jy2MW(a7(wbyGEhQh8$~g^vSM#WW(k=MbuBL?XvYa zMTOjN2oD{=!P$sQ8UtAVj|h} zsP%L(PoJvWvP7{6BF|u_DD0#zctl4dF>P?E*Q$@+J>WuC8rofbmYMqU6I$FH4!yg1kwgZb z{@3efsk#$eG7rtr=0ixO3l3O*$KLy%NtmtL%Pz&vJqCTnWWWj=+Y&5n_lZ{=@)pkwo62@_H zph)?~jqep6s|EL3SpbL7TmE?d6~OnK1V2zU-GLDlg3Nd4?%gqznI9;!{o8d@qpWO7 zVNw(tE(gt#5@gJO$P&W$h5p{nPnyGD&dkf>JhWu=K*?U!?*#Z;nd7mBW>FKcmNWvgu^TH>-{eBH3-~zyo zTuClKqFBN!8@NZyqgOweRMf?arW%j z$k!p|m0o9RYcHo1k$TAZ^nFO}?Z7pm;X%_kNrPX2CKPoVTl&3Hdvk841+to4uA$yMxriee@U-eGx zQR<8rL9m%!w-h76HBgil0{1LP#=yXTHzLF`8VAJ|E*q?uk0vY?AiQGb(08C(v@o{eaH#y|j;+jiT4-InyL*1hLemd!AUpH~05d zZ~p1ezmzm)P1VEqD)j{9a|Y(09e8}(a28P`kVVj4ldcjY=r}5C^srk8bqK(a2;FTw ziQr(BQJ+4I61{lHk1(d7+EDs5zr%x#n>bj*wWUrI3s)n9g;VqL4t~{bH|3j>8tDT)=nLUZ;9f@5T8m^_Mo0}x(0yS5oGJPE=#H@6s+yNITfs{P%m zr9ULt#`56$@C?6hz$C$+n=PE|2@B+IyQzm8k*X@V!5vV4!@$cp?jRiHX>6ZYQ2cVA&LkWp@{O8&6N*6AEv`-;J1M49Ccrp$#8ci{a+5aT;Kjhf5GUqW; zY5;RUyii;B`s1&hy^V*DVvl?QQQbVzV*Sa7C#dn0ucH~qty@6K^)6w-H?vaB-}Rk1 z1q7naGxV7^Y7&DckdTGOCV%;$Npy_9p*@5^&iO(c1E_B*Wk{k3MZy!FS=f5hSeiQBu zw^bOp<<~k9e$0%J*FR+8g%I{XgUY$mhF^!F8T)x^blH6S0R)htfXe)~UX~nRmr9VyNmBc#7V++t6JM{*eszR701m8S2hD7kT|vh+iP}SFo9^=%)h=j!PBLymD2@WtF!% z8uhEqUMxhi9sZv#Zj+f27I33*#vXpqT=(#LG*3i85NuCoeDq{|bTQc+kZ7Y;p2=+> zTE59`e`MU0zW(OeF>K>?bd+GuTG36AD8PH;fQ5x$50j&op-z83CbpQynjAm*9turc zr%An75{bAdVmMp37&-`#ZYOEp3h{x_ZLidu)hqy`d>x>nGXb>OLmGxIE&5?z7`kYg7`C{*Z&RxVF%L0&I$pZrX;_pOehm z)3oNOL!txSI}XiU{o`hc#G3$jMZJ6(c(>`LIlw(M*`T(Lgaqa%K|x~i)y2iAV}a!O z@w$v8-)A#3_rZN}28emt`H)Ptf5XqYa~6Z+B=5p%Yn|7f&64{zs4in*z)@Wc@{=V{ z`maD|1RAjbiubME-3id0?mHg>2)+5=FHdN_Ij7Vi z@rX!HuBNz_Iwi%q=prr+n||s#vi9Wg>kOV60S;sjl&An2<&(xG#xQ_%C&4w)Kj~7n zw{nA=MUnv>2=G<6eR=fYf_?#_o6~LF%$2&aQX_vH3IxV)$IM#ah1|q}VFBB1qxi%* zEO!;&9{Kj|@T3bRi)3)FVafQPFH1jm*5{+*;(~}-y{YIz2>~A2u3QEQIx{QlRtI3hpb(wp(d1M79EcE)%Tti5?*KNSm0IM`R|f#m>1A`2PW z#Am(R3V-x}Hgpj9(GTxA{ui}r++ihtFc|2FRO{#RIBQ|z3U_;e)bpljndfLyy@6{lb| z3BG9t&mW4DG$?%5JZH`zvP%F;^1lYWEw|HKZ>3@;uUMu0*3>BIwxFNES5nlqyi*nr zI!@rh)KmjULtaJ4$n4TRy$y}a0U7t?@RI?bf&3K=YZ##A$+EICl*9#iOAR#vmaoHG_HttV)86Q(}%l9Kqfhx&y{v*gs&_7LIoi zePg^a<}&rE8w&{Y+m8E=u%Nb2hayvX3%k&J*wNc zZ@Z8B6KmeS9dhpGdj#Q9PY4FJsBhX2t~#zvsz~n4q}4Y!*Me;b1y?a+#L!%DdLv8t{GIo6hUriXajg0JMI*1W4n4z{BwB`dJE*m(A(Eo%87adLG3RGUZ>zn4D_s8D8zI0F2t5J-D zBdz`O*8t)Pa7bw6^vWxoA8qhTG^xZkzwtQ7uyX(G*_EO`HLm1)8tu6$Jv5%j#Lu23 z9PvB!Nt;DYUOSsh0?CRBlR}bG2p&0hvi$`$xs)fOMjpW(d%}}I5U9QwE;TvWCg9lz z&v6jMG1OLpiY5x8VZmMDXtvWhAc-F3z=Gs^scL7A7v-Db+=(n0Z$EwdgtFscS=YJK z8LZr_{uVEsC6?7|d_UubXp>$$?I2yMs0FfS_bne^99-nhrs*-k399|8H8qHO6;Xzv z>jH`EEFQD;h0UpWTZNL~%x(rm>P;I57Rd1}aGW!$$@uIDk55bxehv zHJbl9W^FPeC6SZ@3%n~7l40+AySkDm_Xtfwf&m?K(#$QJm*MrH1lE~Wj>(hDP$^ma zRX9ytbN%q>tT%9&e1^qr{QT;&O~LgX|6mP!ut>z0dC+AgL?W3(dCg{mW*zA&6u$RF z-=I4K%2G9j&fxkJ_s51}I^2FyJduo~J0R}7at708Rfs{r3LVJmw?_>|A@=yI3W+n5 zDx-Zu+fL4(AejYqY@{hoW&e((`nY(;hVU%nX+bUB@FW}qBC**PM`{m{V;?`tLN+M= ztfU!fR7<`rEa<_^f?4zaCV+nvmNqC>DW#}^B_MjR>!@(^bos>_XXu!&elGDKcQM0hLK-v$p=0hC%a2(i4El~cR z9mClH@Zvt|o9sjny;xdQ(H{>?do5bX~~Ga@MmPnP>p&w+n3N z5jz8}5jdTJpa(j}L6u>Db4|g48^*;fb*D6sRrmyl>B9)6mc{v+bcuY;M7DiAuE$DU_h$wzMpR6aqSP+Q<~ zQ4|dbmIU_4nYQ3-av0Fa9dUsBLX~S7kRtgR%n&f}sUXII2nVvM7)UXUdj~*>KQ_3g zke#;RQT`BrZ@;#<_B9^fq%`fxdLL#{RoBqqcmUm}yt}v}R&y$~A9QsQ+pq%UKI~5>CbFFF^Vy^dljl(6cb*5y&cT?PZp%t~NT+0A zAsAYt-noj=OVlWiSLT6_MzqZ%Rp3j3BQ&UQ8x<6>SS(TXNa4MR^tEJQ zPK{2=rPFwBk<5j)A>es-kILa@*Kk~5aGX17Cfpdr`uY4hl|K^=F|yX@s7{?LS44~G z0S;lL<&BuewjT>UeLY?LR3vX2ButAPWJ2rqA__%GhBImN}E8cQBSg?4TCrEkGfg|pF zLkzbQq{zLU`FtJ$fjW)|Np^I*(s_~{P3^N4H&ykQL0QqFBvN>#=HH3X=&!7<4#sp~ z7dzhF5CWT{KOYCXPTLK_g2%DAbUDu*lDUw!3l9qW%|zcYsfoR52CRSw7Tav+NfO83 z&%MWl_CYU^#;YFAVjA*4CZ@u?n=lnVwuG@bmr!W$7ql`Lk@I z6!&>;y}Dy&xv+Qz;lzN~#==+7bVC*~UBlE5T z=aJ+j&kCD|m9>mUoLlJ^QG0u;p@PH@B-0p132a%4u<5&0TTukTPatb@GKt`${$$CS z z#vu1A8XLdO0_Ie2j@C zXj{GNE=A>etk0@YWVd!%Dcw?X4d;aAd{K)x`MWV9pL)E9)OZhQjiLE-&i8fTNkLC@2k( zJIPM-1hb4sBum34MxU93f5e~xY|*2pL6c6`=rnphv0W0*61cj10MoLT06EOA$L2mFfNB~ zA!*u0hgEHN<10xrzYujaZZRXUw=MD&i2zdUvuidr@=6zuLK$~gS9(z(6_L>v^2TpV zZCA=y);s6CQbnE+;J{Ze{?Oy!vKNj>1gL(_W5f6Q> zZeIiS`s>I@^}{f?Ht_Nqe=;gEJCsbixqH8GEYQ^NDK)P6)5TjKOqVL|mPFO}7RcW| zbq%jze}}i{aNZQ#zMbZ_#j@_*@@FK@lnbM*5JVYN;9EJdtE}f#JFlms1E*U&8B%P&tT9zI`NVuGxQ*4NixTb-Vs zPJ^>Suqg^P3j6I41pLO}Q(`-FCZ&B9Oj-*Qbn|d{jDL4xyzy=hW_Nl!VW4hxGw~uP z*SCe~>4dw*F>SqVu&`77_Gy0)8Etn6s+$syq$RfW?>99@S8vW*KJK@39&jFPq|Hxy zIdVL_qvoy|sKi2MIK;01Q>`?J4CZizh(XfbF>O00I(oTDpqlN{rOtzgaAw(jYk92x z=T8OlB`of<2od~E9I9e!Z-N8xDEKa3o{E!wsFV)z1 z-AiZrzsdr7>ztOr3@ovP8$oK#+x@d*ZK_BGIIlI~ ztPvanh69@9U{?my7SqC0kf>?}%gqoG>dVylW;eNipB!sFd zesNJz?c*+bc}BB)MAT6ecEw}?5e$fcX0f8~%ZjkAhzn&@5MYlVoIS(-kcS6pd5iDu zjpce);L3Xjv%CRd6_`NSZefGfrUxxZrVk3bC>y~5%!%WyTG14#sF<|JgUX|fIRcqO ziRmo-P08j7aarepIU8MMo)j*bUZ1@9A1^=_KE4^ytPK>-&XeZv&zzAx5!ZG$45bc1 zZM9>;XDh?-V%MJn$68ZpfSIZqCdY<#gLrLFTl`cw6p|Vl+%V+Pa{Px|y>C%adMI1gGHz9FT?C+tbGkMLP`h-@;>+pnKFB}Hxw+KS|`Nm9!HYh(lIWr;FJm6K~0??$4fw6ZN$cV z0~mWUOTvQ0qXv*;!_h{MDrqL6ElntwVB=Qu{aM-i?%W{H6~kX{3hKBV!C6oWs6%4n zh`W054i02{^HL4de4U(DinDVo9S4b0-Qaldkx=h6XX^8k78hqF40f=DaExZs7JXcB z%~)c_It2KH%ums@I8Rin09m~lX6mvQ$oNu{MtOK#`zW>S#DEwA%bpO-dUf9deiynx z$0nu+?TMIpVGjcQ1Nl@pGo%ZZLue*&n9DfV8KmY1VEgIdFhVFh?Bn9N0V<3!AnT#% z{AZeC>;!}DL%D?*r|gMfjTOORQD3w)U>I8ce7X)3ed5+FL{V|Y(wBT46{c!n1zmw% zgf~UW_Ae(Kd1QiMX#Ayg`K?O$&EnUeC_)C34|vFr+zQUs0|vTCNzkWeXBXgd?0*C- z@BDxc{&_TtXzCFY5a9_40kHD0u$-E+4psd1Qo$aFWIjOYV&4yl18abPEUwD|X7%Vp zby6C;AE}-UqyYMGRrdWEks^&Y7FtjY1btC}woKQ*x)CQ4Oi39lz8SoxeT4@T`R|Br zW@nXYmf|Wk2G0%t!C}g><1=ZuWEjx9cuoDr)8(Z)NuZz<3L`exq4+BhRgkjeC)tQ( z(c#|AuAVk0bQ}ciH2@j~tcd!`(rG7_aQt*paTg+SZ++jNU$8R(La58YMh6m#HWLpa zTYI~#V*&8psOe-9B&-%#q4u~4HVpc^dUyAc!^10S<7TnBNurUl+9Y_7@X(vT1*^v! zHR+|Uvcj1j_o_^uWJ{&8Yzb~9*g5jBK2bx(pPFN4(-#@s8DANI<^-RFv(bM%5@3}W zjICLZ)>Cf_!EQ(8sG%TC+cpD|Mf;*eMfJJ&X{Qc!oj9{j?VONY8xNTl@Xvk7Y2 z8A7ChRviaJHH0kUWe(+av^DcOIvC>PjS*#=PSSVZ{GP_2ZV9m`%L21ZH>#WE#l59a zrg7}QE9+i5({o=#fq;tf{DX-FI|!_?7D)OII-Ki3>lu6?;39^3@rgf%g_9wQMn=qV zGFj+;8{5J_QBJ?d2pldWKXs7+iWcU4v2 z+QiKSxc@zlb3TA?`51cGYrF;YJJ>VS|2-PVbMBmzOH+s|7Spy4vq9K6$j(m*M-cAc zR6hIv;}wzFncTL;05!DR3f~`qAfdH*p|u@9dc@TJ zi_=OYVq*pAPu8z)ERed_i~cR`Edc)~MwyT>^NI`6^5z34w}^RDCU9}&&W;FFGhkjt zzPR(W*22Z9DdBr;evzk9$T*xguXN}%yjQQvxAByu zRHp($PDU2ca7Qjnd)(Col_oei488xPDuyn1+z=Rp5?T?oFoT5Nx;kPwz8CiXO|w

-!@1oTZdca!zDnn5nPow8`bm*Z}*D%!8t+o?Z8>gV@*xQzCrF z?I|mz5ytGXXT2ItOTnvNT5^#5oS<;LU1W?9FR zVjm4T5jQqAMuLqNJWMI3)xO|O4X6}M2fp>%#8dplCD2#ku#gjcJ&TBb3s|(4!5v** zIIA$AqlGz1cN8k5?lRGzL}FuQWwCu5k>_FG--IoOF@uRl{T(sYP4)Hnmt9gm-DGF) zZ23WhqG9SZk?bby zInQubV)cYbUTjRXLP=oP6Nt8O=A&&N_BYFvJr!%~F*6%D^zq+|z64p9(WuDyuk!lG zXGp2PM^Vw4R&*BRVi7dg8p)sXU^zwlB=DJiXrhtZspKL0x4rmXa4zBKt628^ydJU8 z>r@^d-xDF<cVXU}FO$2LMdU*=POgvRUlac{^Hqzv8OC?!=V9f-)d5Y;!`ET+>Y$7dU+fV}WJ z(RU*&;`r$A_jY_Q>xWM-Z}5LF^c9$dNv9Tt!I@I z;zi)`XUocBo4*l>AG_}_PNJcM;_S}xHu>*gL)hp-E@87I&?bC#pR^WdK=`!X-1=|( z<lLY+4*M8*;88^)>OoymsLr+!U|Z}$B=a$jrh%Vj~Tf+C$_ zI-9=#`4itt*mO{Y^ZG|DFHAo?3BPo#Z7GzD9-E^F^F4PO|KB$R9@I}v6N_KrH6$Az zAIF1(t8Q=7u-P#G-6+O=|CK}Idu=C<&L2jJ3w?y}+Sua^KPHxaY4B1NeYgN$KvM7# zzB1uOULd0ctfGq);fSaaGv+f%Nh?zPQ45;3b@Vy+KUrfPODFcF*>%PbzhxUolWYE}bdTA?p$_~ur~A#qwffSA&1$ z92P|WpUTcVp6d4h;|G;eh~$opl9rW>hS@M8X&DjaE=nSs$Z82?k3-pRSs}_SI}yn! zD_hH6<(Tn%U48F=e&e6t`Q!Gu<8jXUT%YTDU+?Sve!ZTb$HN$@uA4d#@b&` zOxtQpW`=z^+abwvO0v4DpDBe>R_39TX0_LNANejcrA?H&ccXNtl-l*HjepSvSRPJY zLq13P)%Dic0_Tm-vxPRh#d?Y!$T!cWg$m~tzlwN|Gf6YateYPn*U@Qbc6To=JKTOL z+04(+WPvF!s&MBE+}#}V$vNMhziYHJ^Eth*TBdDeh?NQ}Zca z90M%KV5M);+&aI&K%>=g9&P^7YZSi5Jl`|;eb^F*IIfLI+M0b7C`>y&!ef>bS5}DJ zkT@>GYc+-sZuZM*TG=3~r&k)|PTw$iDk#ivQJ$+UCW>X)kC!f;^TcC{sQxZPlhG{2 zpJS}zV_CnRXq@X)7`Soo$dlBw%Kn~9l#mb#7nkpIcSWP$CGNYmKgQfTNztor4}4If zpgrD`%-!=KZ^qHA!ZP3K=Y_WRfdJc;$Lgh*m)6k_DO8%pUG2@%6 zmMt?D-R)#PX0$duFL|8ax?b;yzuA>F3nxeA^^dq)TW@ri3v|X|gui5zZ;Q45{g?42-AwxC zImJog%#iYmgznnC1!+4o=_j7q$RD5GEZxeN)^Tw#-+C8wb=vYBjnRJPb6p3g9A(*h z-*bhS_po^Tq<(xl51;_~7KnJ5+%Hl_8uUtT-An6Vu6M%EzTDz1Ebk3s&a zK?fpvfbyJrz8F6612Qr#@l)rgW{hKHEJx~e`6(GK*UmC?FG#wdKO=uzD={ru@qBLh zuy=531-}uOdxF_`qtNu#bBSZRg^!$VjXv&(6c%~*(H8Qlh-B`ci9VEB#|Q}%pT^|B zFI?bzyx-Cf+N%7*!j{2;nX5?*%jwQVvkpBKd5LqQxi2EN&-R`g7izui&a7*H>(OQ# z?qWliWltZC;SoKf?$@bTx!zU|_Fi`z?HgH^edv_-JJq0`eMzM*r)r3nw0UZmo#E2& z{aVJCxVReJ7Og|mx;irX%ZIUTE8e~O?)^CLsoQYWA4+TPM*~8o7I-x;QnfCxA_Na< zeSQj7gwfTjx;F}ZeVNV8&CO2FiMH^{>Rd0{sj$E(V<%CPGBKDU8$HsOZ(| za;--#j2@_&7dK508`>|2*G=07v|X%gx$Y$rrz-v8-tQzDpJ<%o@8xnS?k@|!O57)I z|CzZ0C_|#=nRRpW5{MjMfI_)BR`3IRlNY#2^pt3qDYXPO0nAQPWhU5^MHpz0X=o_v z>vKoDFF7d>SvLJMWce{WZ_oL9o_kX>+kB``cYc z;j>hxYf3`gSEWz>{83+pMvPTo`N~ener6{sSSL#vOg0F^!{`TXQa|)e;?GLVnuRo? zWHv@bM3{bj%1kJXzs7q?K6juPeiX7dFon+lxK6n(t5~MMTs1Rt*vR-FA;q%j-w``= zW=t1PY^g-Mfwj=V_g;>D`=CJcucW5mjL9XcIWt#dKgJm^IPkQ+Tr)!(z8dtgI8SnV zvV$i@h_ci*^piCiCj|nI0;p2kDV-j(+-yAXcZ6cjO!bl(9A(N$9^PJFUVri-{1hSC z4{`*;|SZU;7iPH8xd+NW| z8yXk@aVP+eMhb01HzMlUTNuy9lp43SbEBLcw5|{5YY;U-8#pe}P8!XNPbY32!oqc#lJ3W3lV4 z3P!4mk`lpus#CQsiFU!w??I3nl&@Au&|hR6-vXx5|=ujQ&(TF z3J4a28ohW2qKrhxN}ZZ06sg-)$^n-p^d-dK+FN!vRIKVNp*g`v5C`fAYB*)WnXm64 z-tio?S)r+^sZQ0siiRM8+4;13n6 z{0h9vB*2?=(2=U=5j#`O*kLQ0}p+SO$^*rXu<4vfdKDHJhHE*gS{G zv0X?=9Ym=Rv3JJ!mOEfFR;Qk}B)ru@)Xthr7A^4Gf9!`_&gko>+U?#UiIxu+JW7q( zP|MWKXoM`W?zhROl&ka&jCQZ+_vf5l4G@ z`4Oy;U50*Yz*n#k{b=Teq7bpf3&fN}kVZ2zRd{C*brS8=cKn1qFb?H{n@-ovm}Swik4MpshcW?f3Gq~+v=&ny8leLD z9lpT`AeUjX2M!qFH%!`z3PT4o4_`@wJ`++n!X7(!F1+bm_+^>eC$dJSh3=BfVGC#o2 z%qjx#EXlCQ+=3%rBV3#=H#Zl81?@t)VEtDPq7WE(CPh1|51!F51B;BPWUQ>jU+RnE z%U<~q=?#e3F2l!a`T6-<1O(_Mue?8m{iYGAfynvXb(ncaQ3+}KmhzzKXn@wiPb59UU3ASPpz;6P3+!n~P5)c+X{u-?)=ryH9&UWnXmHqbh zs~5WIW}06*+S(8d?=@z_8Hb{(AxCQRl9H-wE#~(#JFXphkW5cbPlsY*zQauThK3&p zD=X_9HVCplHKXNr!yLVV65ni=h{YuVrq&u37M((==HAs?cK`8tVY(34FARM`mJ0gTEs*lPWM?;_gc>BxTc2*C}Ho5cQhr2-^umUr2H2dR%_`;tvdt9HA$e1HdKdD3F;y zfZpITwX1Qmsmn}n32ys~oTUt$Inij>(WNSRoe zbafriKGir3-d01r@>*r*tv73)Q!$_(yi8-kEPat zD|ioxj_emN_F8>%;DWCSkmkkWb%j(f1#lVd*w8w0?m<}x!~!qMWq(e@E;6= z0OczNM4ftO52QeX(6EB*v6V)n^^cG50V^XFGw>)b{t8Hfs;f!rGg^5)<@p#I9G^lS= zsegf$Fl@0I!}S*0qv6px?@u_5C-Z4@N@%z~huB#b!rl{82Gb{!J`zu>>MMs)BTGwG zM@L6uvx7csul_g^I}eqF!yupfhFyH+z>FOpnv2=ZX~o+C1O=GjPC~*qgf$|GnjUVY zp0}LruY@+_!HXA?ot>RlJ+3o^ez_yPGLj}sc^`Rj0~Fe(K))1OTt+n+Qnt4c?Vh&m z*m8z}lzk4kFUhH^s|yt^BM#)F>yaLFQAr%=#n(Wcdp&$u0YwFb-z-v=-8@~d9ElIt zwBzL#Kgq$?1G-Mvhpm-%b@!XICp76pWT4tAfom23wcM4X&g&JG6LEUeSJg2!^3TA zr+eligM%-lLezTkICg@z&!2r_VqypzP{m*GxzTM9Q@k*PkORF7*m`tbM=5Vly35d~ z6tmV@gx7c2H4*`1MmQXwcYT7y`O@Xf+b}{?Af;3z5lk!MWeWt#WG!V5t)-f-{lL;) z>&(yM;NbA`I(BB28lN#9Qcyyk5pX65Yxo${LE8W%+xLtb9K4NUjD5h%O|3c&PaWn~3EdnUrh2CsD>wyIQ>%(^J|4WI}n0d1;*MD3E@b89QE}zf@b#D=>ap|ih=_@aNw~~f?G_P{a?XHkrebLf5utBfMF~V} zJv0c@miss8p$i=Etkp#c4-4C&qoXqg=uI`Io#5`>YCJqVg4ZxBhhOG=(a z%fkewQB+;92$3TPz_(D1?f)C59O^Y^Oe~OUhvGeao;-O1pGGx2vtO|#Xe)@39atlL zOLTN}Q@-_OE=9N3=(T7MPv86+s46Hf{=9sF28|)b7`6`q8(~VctfMBr#JbyGK2XlV z;?~{WErDrq&~6~Wyd(F7eva98+!@awZjg#rVl;tA7gdGB5G&^)UX8_0cu2u^n4&;M z7lDK|C?rJC!NDOLtBQ>+Lj3PL2V`Yyk%HAUy8*~bw}qTmy}YoXbne`}i%Wf>pZW0E zT!}YmEj2h48spFv6d1UbfQu3O5p>xCYi4d~YWm%Dc7_f9>{lFCgQBCwP&f+1&DaFn z*~aY|85u$0;k%%Mqav$qG?mIm)q-vJ+6u!$yFkFk+Y9Z}uoYHA)o+YDCmwFB_=@Sumioo>x-B z4pj;74;Yfd1Xy<$ZRR^G*FK_O#@Jk6)H zLS7umg1i;86lWq}VL5emTh&!{0lLRFkWoYIMB4zVd5Wr;3J))@2^gag<#9F++DVV4 z=jWdT*GSe0kfzEHA2i9bz~9^SmETwA-@wCT@b?x@wgTtrR7wC;vFDX;tUSaP2zBsr zBcoV&ovCX*fc#UGy|tZP2nL$FSqj2n zE(Mo-FE6kRbb<8{9<6I`)+SUL4D)UbGaH3{)23aRD%qDReO?uR*yzjDa}BPeDI{y$ zZkeVf_2GMu#wR5BhD9B;RiTjizs`Rc>3^dP;(ic{XnIOYWIx0L!RihP3KBr#g&~IH z1(lgg78Vw(Yd4bEfNr#Q+fPJjqjUSNw}{Yf!L0K%K^hbaj}8vpXc-Dn#<(+VZEaVU z8V+yGwtKxQAUS$^pb?n`kNEuDua75vTMjz^+J&yEZx|>6XgF?Y7_=McdPT(d1hKF) z`X)UAEPxKA^+li1j*$8BXXY+IfsKl-Bg z0IvuM3E8r5A15NCGQ@*9(MOX$5=5S9YX&clNWCK?k4R=GEIgdyzkrP<%XPsaK>>@A zt~8m7w1=8Dhag1pz+jPwGa%>Pcq0LaW z-^DX%0URnZpxod+Ww}#eb}%W1xS9UOjj(cbtit=awLVr6%KBSx0`ncib2egYBkb7UTi@{bKmw~+C3;Ouqj+i+(5V>|uGao0XCu02{ z5>vD*O^=+%+6ruUVvj##Cmd5IEtXH_goOmH(B z%yK9-D(PT9-v|Aa5xY5ITDdJws!~i6uE<1X)Qlp_AWHq}nwoOV1acHWpe2Z8918&j zOj5l=z8d39dBV zv0`x2SaAZ!Om@8Q&#UMrhq@EtfF*n*#dyppJpANHLhFZ`8YUu z^OD7>hkY{v0qfh^+kv*NZFsSi1jYizgK+%N_=`dDvfwi@0kyTY8G+LmO5Cgc zch}+Iv>rNIWC}beLXZ*w4xYX(DW)Z;DA1Msrfo)+qL)GKP*od$iUo84k2Wb7?HWV9 zs0tS|35HoeOoTXB7Y*BX!<%{lHz_Cg;zm@Ps;iG_#3=CMobez%T@>SYIiEbz<#|@t zVN=s&wOrMIRCwqF&HlKR?1nzAA%lq>JIk_1fk>)h6>_IgPzk`7TO{zcvaT*(Qic2v ziJ3ydqE*5ZIFN?-jf|{gW%Xw|IXncn7|EKz>ee)mx8xYRPI*OtzYV%#O>b#Fk5_Y&eMijj4C8#7!RixWSEIs`cI7d^odK z;h^y-%zx8fdaUlF=H?>o8#Y+aO_?CS;yWofxdO=*6NO~bm|l%2_Yh#&SZ9GsOxXYy zGMI$~hjs|pKnyvZod#qUVz z1etD}<_rFl(Q;0${tn14LvSlvhYF^B9zHa|KF`k0ErgRG{UHSOuh`%v^~Y&yTbw~p zLpE{di~sH2Vq#&~3astzH}2oRKLWV$0{o+>Xeg_~>>==D-n@OQA}24O2n1m^6lMwB z3V47*!Sd2VWq0=l>_uOJ4HlZo+J_O&LDl^t7GPydiw=@-cnh}LO!StiU!=+|@5nGH z5WoSWe`G`iRDB8ip-(o_y16~DG>I+4ZCF`XcYpew1&Y=YCfci?5mB##45* z@BkA$tzh2)998SiBzmR+8j93|RBqq;@t#jd@dag-QptL`yVx$9&s)Hb0o3-T*=?!x zswi|PtKh<+{MG;$mKnt{(a5N%P%&?>KLQ`pD45_7|5GLZ|Me06$Ju^vnZ`NV%G;Oe Ribuv#)RZ-qGL9JC`7fhM5WoNc literal 0 HcmV?d00001 diff --git a/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_133659.png b/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_133659.png new file mode 100644 index 0000000000000000000000000000000000000000..d71b57d834ec220382084abde869fb311b86e139 GIT binary patch literal 38713 zcmd@6hd+u6kgA9UDr8|^Ei*Q@OyWai107rqfjU!6=elY6bi#1g+fnXz=5A! z=^y_Me_%P?P|>;oU)~oi!r*&6du2T*6pGjs`5&Dp_x>^bP|{gZ*ZIEPBWE{LM@!UG zQ)hcyJ7?R+X3VaZj!uv5o{0*G2nh2rTRS`3O9=}8-|q$N9IXU%wxoWcP|PS5h3i`G zX{!?+x>}ZWI2&Fg7D^5`u@oJqSa|!j3{e$^KiH4OI8wUB42xTDH*=hJ`|yeqQp$CS z+#l0&yxHA7VdzLr(aIkj=dMA42BX^$&6EDj1~j zrAI_pgUQSaUvp*{$_fe!7M3qjWXLaQIsM^V1?><#X81Nf$@KpVzg|*tb{3<+4<0uq zA(bH|muD5ZYBTgP;KmzncS$L!uVZ6$rlzL4wa%B%4*xKXnss$|E5HSNYZJT%gbE6j ztypnkYC}=9q9oMRp}n%lgmw+PR49|LL3q}qr5tzDr8rd8UcGwtQr5?_1aCT&$v5od zN4_~+MFp)}u8z3!3R(#nGG5tF$11Un)nAEV*SW2?5eU}%%laHmkJmWaJ34;oyRx;t z{YEo?dV2a^zrCrI74EfbXJxk)-o^6!D_CgPy8eyGzyF@~@@2f0;UZiV7A`KEq-1qR z4IJUd_BQXq(XR@dd)yQ+<@{u+1dRy&{QR^&XyIA)W+*;;Ch+b~YRLNxPkcs3MtcW` z>+LZNC04zRh5I^1Mhqw+pQD}U0?Uhw)~ME4ba!uWd-p3*f=}~*{)FyN`7vF+dR70= z;o;#-Ftw4qnHg(_#{w;ES+?)#k#5zqbVk`LtgKJfP~jb`^+(GEDF5_pZpkaBB_$=g zmA14-ey1*cy2YrBj0|OUbtN@5!smg3!ftDZ3Q9_IYZG-B2nd?P$+=Ld!2+Fjt4tpp zl>25YH7RUzb+zQq`cz|!O*H*gvY+qn+%z#^rsCHR>Pf$5-jjBfM$GzNyp!O=+MpC8 zPdpYD7TsbK^ari{=V4(N(yltaGu&5E&?4J=KoUQ?xw#n-8j34m{Mqo+{#3OCW{SW= z9_#Ozs9eo(o8eE7U9e*>UBSQeTI@@yWmmE1?vv{3>gn7RqpvT8&HFw);3cFLc{{L@ zChb86pKk4lXM;C1MxiFXx9<$(X<%;u>1~I@?aNh7dA{A7DHj_Qgyp zY~0e;W_EURIA5#7nmt>L9T(P}P*7k~V}(gfBP7pzh>0>V7<>L(Jy&yPz482(udnQ{ z%BPX$?J-F!QgY`fq9~IeZ&mc$bF#BhD7n*}#G%bc-(OR*`}tct*p62Ve=@Am{Io(& zniPbWmBG%=p5?Yaxv{qwa^p=?GQUBmAsqF!zE2OYRoB$K@!Vae5i&u2dRX`F+$5Y& z{?;v=@$vD_-AVWbrI+{LUlrDaA1LV=7&I!LJkSEufaj6_`0=CDCH?JN_K}g1tm}a| z`t1$%_4jHVE!jCZ9y1i(e}6Y#3fXsDV#XIMM+yoYrWko#v5Yb|R)z{o%vvKH8_t&p z3l_(!1Q8P^=elbGuT<@}Zj^5x8TN57noc4vIaxbSH>v!fR5PD%&)q>ZbhyYk7S8eD z_}F}Rd2r;j&$ZdPx&8_pojk1%_^kyivwfA7m92~^?D;o_xmZ2v+fmCZy%{q7Wmdgp z#=YOZeZgh&_AmN;gip*Qs}M=WFXXm1{`^&>QY>SzW`4^@y)qMXwymviiCj5$Q=dD! zx&j*-8ibz(cJQ^dwxUsAzkWr9X_wB{sxaA^@_q;3x!36HV>?-|$7_1Lm=jyx!`pS2 z$z^3I_;&8s)=299^2a})&sEt?wKazlYg9dZn7+cw`h%+yb?IBR!<_xb^mXsk-C;?W zWeS{&^kIxLp3}3fktlz}AH~JR!=j_%r4;n_FU`)*_BD99ar!A-a$TQ{ekE#^ZPegN zBkeAPYMPp2@;lw7UYl$%u%Cn%cbINMr>{Jy`uw=El0nM(0_^^PRPX30Eox(9rkQJK zv_MA?)dbI}h!HfbCP8hSZ1=9vGm*y2mSFc?NJva1rK5}d{oBIb%L|jF&}*#9PRZ7m z?@@0?G}waapPuv!#Ki53{W)*6ct|NIw1mRaIxd}VbqOA<6g9?WX2!w==KE_CVX?7F z6SXcSPshX|Bw(OIh?!!738-25_z2l773NYldi)XmvQ z!P&zgCq`82tL>+?rNkPr|k% zLLc=j{v9j4<7PXPp9xs);&4&s5TOYxtGO9L7U>Dx_#RJ^^*|n};lqanjK_O_d3D=Z zuUw(bxfT7j*tFUHV8e8Etcv*J#f$Dsxhaxop&y6f2sf4sip+Kv`*rKxh1pfU!rnP7 z4_qz`DtP?!9RxZCa0H>pKiF-@Dv2B%94-(N4jk%3@O>%cC4M(UI=rJpd3B@&6N2;b zuW$u^PEMQ(o8h*WaPrMg-XaqSU>rkq_uBxDbx4yn!$Yoi}cIq=jC^3_O``@-` zx{cl4)-Qp${ov*~lbA?~7jQ+>U6+?fy|~S>HeQoc(U$VAySw}OH>M}c7A4uDB;jFU zVPd1V3M5M2;(zPtXc{fEihun&qF3&m9+DehT3T9MYHH-s?#kScTva41E)V2mDk&)$ z*1MC!Io$O0ltRwO%ggIzzwtcy#vA{tDv5-I1QJ@>@RJko?$=i$$*;pRl*%zneTjcBU#r?< zn-hs{<#OC`)iz;e)zsCkRIJt4ORtXCkiU8JhN=dKdA;{U??`6rtUEJzifz5<SE>%T!b#>RtBTmas}?^t3yX}rmOI{@vh@=7FO0W)9{BW7MJ*hFAqUfBqP-e z|7|fnDWlQT3rTseX>-nhqR|iU!voCafq22sjvhM~>|H45qX?T?6(`-py0MT4^TwqS ziajH=uquch!Mrde)!t7k={HH3D9_3xS{V!X4Di|)OKhCAw4$ygc}?_v{yG_1d84>L zq!Dfke8frzr9NABC5yOO9UmT=ZqBwU#_%TH=F=~~z;93)l#|1TBr(Y2vrPe*twV`P zN!Sp5v|V_VD(M?{iMFWzV3(fDGq;n7*I{%=UMl-O>Ar;U%a3w z+@GvC9Q9+|efHs++O$&u8_!DG}Yim z4UsqS{d+Fg)sX5h4{L7bTtI>%~fXbS?x(J*Wx-ak6x3nlASmy5CyAWg) zEi5dq|DdF&j{-QLmL^GxADo@FyOC=5`3oe;;%5_5QGnGTW8Xw_|C2$Uou!|+Y)UbF z3DvCtf;!?@XhbY7Xcrk3?*0nE#D%;c^717O78X_(L+R^CnrKq3u=T6QWR@zYwnOvyH05#kK-iq>auqRm6*44wJ9m;DPTxi_0UV7?)?AOo`6#$Gj0EzYxmd$!=ybnb@ zcNPQCm^jk|`S+2eMMh38{A^qjg(SI|xw$}E(MQumg$C6wD^M&nhY%r2$#Z}0;oF|P zJnr#EKPJGY*zKQ;8X^L5iCLwk>1SqUMjHL(Ae7=8?Qd<}066&h{Op)ZpnBrHI+L{f z1}Z!}9Hp?eH~l5h%=~iC$>DZ?t&0u4oG(2fG5&ok6bdOrB39xzjFq78302!t*x!&&pBjzCMFuD zL)YN-^&7>&QWRdjG7~QnASRB@=J$Kejt4+m{K1E;(pX~K@d?!;LD91Ana>Bak=8%o z5y>7c=9n30idtR7A!dxiBj?P5AYwiBSteQFVFVy2mTTAOpd=`+s0dC?rGuO{JwK0) zsuQ0M%sOU@5_{gCXjvpPx+ zZqfXAtSWNA&dx5Dq zH)@rs2HwCtwvyqWe9@tSlD<>);My!mavNfGtX8@{I?3sytQh|*Wley1-QTypNH|iO<%sC3-v30NKuiJ2B@Y8%s>H$%j~)J zwYhobYp!2sD=S%3dv0zn8YL|wqbeiF#)gUD*rFoAqrJb8qEQ{H{zQkpTZSyxFd14a>oaV_);LM22t)h8-93|wnXN!e{L&a{nJcmZ3CB63emZ9vimElRk2VmOK+dKTE&wo*PI$A~w@bcM2Ev45}KnDXw z#!LVU^fMc4>A@Bp=GshKBPd%x8~w7%IrQ|9!*tP`Ap4-V4p>y!eZyqn(?dEqHb7fE z!kkIBu~ib{Qc`dY3=9f~`R4a)S@{Ie^w(VZ?qKg|oq{NrlbOXr77AJ7IgUT1J+tYi0EB(;{~8h?G3AXQHyRmF zv5<=l_yBq!?lXGrt$wNZ*hZlM@{KfjNkG;KzMaJL2F!4Auz)(l@5}=zGLyC_+Qso2 zQGj^J=4SdH;iZZ{y`im5^~ty~hRN@Qluq1M9?qk}j2;SWBcI&|P!-RB!Hv{=h#u{) z$KnuOl22eq(0b#^7D2M0am>z+Go(=z3hKZh_@sz3-v$_ZK>kXzy&0%mo+a&QKXk59B`7sD zb#jlsvZ^XHJw1J>@eoO^5Uq$IU_fyhE912{-ApW}P-N7=tU`8jdP>U3Xk_05u~+C( zHw}0WD;F1Tryq66ByX+dkxTs+09S}@4m*n)V#jV1%>Xcf&dGw9qPSKB+z3!@ zUm;o|^|1Nyr-uhn&)c6KxgcB_5uJF;hX(~v4WLo>r*6D5)YK`@N5n$!<=44BeE3lH z#K6kj9I1i|hr5mu3hc(4drjZJ7mln?*%UQ|Tyuaw(|Oep`Jk zZ|Q%cOeLSIse+I?^$iWV1k?gA3Syv6$_Kan0VSe~ue!eeYb^QOs;a!hS5y;IQ+c0` zmMV6B|32t7@y>tW>WuG{k$>roN`S&Ajgc|oMFML~{(6zQQZAPAj|j@P=*zsks#0Ei zA73OTJt&Fz@ne9YI$>wKH{nI5@kWAX{tHHFcjn7Uo%pwSi*l4=Z$mzf=Ty)5=rXRk zR>aORF$GZ|ce24tZu2zvG>Ud>y{e`-OobWVw-su@64PcJppRIff`*jT(b>r(X|>q* zMjz9~s{3UC)cCWVNxYJ-t27~mw9f$<0tnQMF<@pD2`kVEAeN(;2S2m3`#XH|hQj_* z48yI9YQ|#it}e@OPb-3H7ekCKl-Y4FUxvY9Ocz#7CS0R0vm$-i zllg3w$RRx5TD_)hlWIa-Rux)FLaxsq> zb;TstcqNQxXDyWnA0cK$q0#bMT1$UIg2Sx04cT1Rwl@q7f>#Ip- z-@Q%mRT}$0F*9>)tcU+DXI@%rdMTVuPl=6%BYP-gWF)^blx@qhVnp6gE`;2ldA$Mm z?OW8@S(6ge(wQtgSdSXP|5Rq@zSC0=N;X=l<@H?iw7C4Qxnbnm?muy4lp!lirNr0Z zWS#hT2h`{&Y<0G@BRepiqmxr_0+ng(rf}}2|M2rxu+T?(3wr)~W&YcLTHQaZ%U(V{ z=6%4UcIo>YI?1bgYWi0lvNuM;$!7rv%(~n}&{U)EX$1XLotq#9J~pGQcV5a0aN6dO zus!n&B%#0p9;W2WGS^QlQiAK`qtQsFTlw5p#jXGBo4`_;tNGiRHzB=Jy-7hsS z*LrVn2T&Vh9qkMHJzRG14-c2W72-Q98sxPf!RZ&<)kF2?+tPoFE{%LmjsvJ0zdXm* zFY-HDdJo6Qf-t3JkM7j({7^+H@XmeqIWD&NMh4|3{AXC_S~y};{$vop?9unHkP&9q z)?$W@{TNV)bpt8;_1iZ*DDT3eqFQqNa8+=C&j)TF_))$*CKT`^f#6i;W0g;>hd$DR zZ3jUmHZnHGcIC>0m0EI6HF;oBcMl!njGB$0^Qx+7M-fZe6?&!jd zYFJ5T4_BeDl`buHE)eBatvVtsN!sYoQG#e117z+DL`|g6@$PPV#1)$%6e@=P>T_VS zx?c)o{^`wZ2Y}R{f1eB0l)#}%LO~Ivk#lS2zx9l_kB@5o&~t2pzW=K~S^-bP&4~$V zgi!DArhf%)Djrq~Q4Wm~x0@tnVq$_j=VbX-ba$(Dr(dHM78aItS|CIiZwNGO0s^0= z(*Sy%toxleLrmH|{}SI{Oz<+SL+xP=hWEi6?%q^fcQ2ifvcWgXF?`Qz7IA!Mf+O1V z3cA&r1|KxKxGq~@PJi=hqNVkZj9lA2JD7{L_udVt$ zOOx@U0z`jPK>-W+&>4t8)JE>;XV0GH8B_^iU|>LshHivWiZ`5jIXD6tzkRNELh=I(Mlu&iKQ;Nbtf}0pL!e&@z z=H{DwV|JJ*--8)k3o9!&X=%gZ*eEp;10ZF(1F ztU9E|844{Yg-6yCQq#l6trnpV3KUk-Wu5=>RL0fWqpMx-IOEX;mX)o|T~tr&%h=FJ z2*RRV9##*ntMkeyr|m2?Vnrc2_g}LBh$fA9Qm`ZTt0Te)rE$$|tp(Ut5(b87pv!X{ zX{|mDc~9Tr-`RVx1U7X|J``aUUFAkW2~ z3|xRF0ty8f(|LW8VWQ5hU5Uvj2=O`~wil-w<>=|@Bb<3xc!Y#VppC|#@b(Fh%_-0s zExbkb7+}g!Nm4(aVBc;QFkxjC74?G|2!+mmdwPE&}L>MhFh`(9$*MMG{DeA;6hle-QFlZ_;P~ z;R%=xjl?s0%Dgeb*v}rucA!0et(04ND(63Jph30DW;Yy zU{|J7pM8*0UdnYf43eu_syNZ)rLv$$02Y80`vR>Dp#A;K(vjvzSeQR_WFS0t?U}}@ zm{ALn#=lZl#cYcrozLTD7U~lk#v{b~ppCsYg?o|V$J6?B;lX@1SD6|&b+zXj?I|yH zM`R2OFHO&3zJ0&4|7+ROkdd06o^YvT*8+!-#vhm&3a>M#UKyQb$=X}dmu7%9QIGlq zWR1O>o1o*#()-M|9?eHv2m#Hdo-u%w%^Go8R9vvD4W7F=(4WuroiS7OF)oC$7vE(liOJMY75_DNp{vj4cCNCjYICOFSvW)p z6NuuDp*KChf}QB&DS)`(KUx4*(PBTjjZv%YlUC|l^&oCRCtBRaS=Qv1__w8n^GdZV z&@;Pn^X6t7ogFhfyTY2ivibMdqV%K|iV6g++_XQ@&*8;go*Ni$t#t<|5WS6AAa zO%O~DN8Fe5*$|)b!uKwMgWu$HhCj#XtVcD=Kb{^HIDAr3XhX>Ij-YfY?Cx~lPF`)) zgAX+8zZQNFsVP_@WMzlK<)o%CQh8t5joC=~^Ru>w&kL3Iv3KkTQ`@b2$d(BFDsTVi zbNqU&ZPOm^sIC;c^P^rFF3!~Pdb~8*!l~N9I#Zw=m#fUO{qpy<0qCbdAGbw?8D4F% zlM=waqQ{xHFlX-wJwrfGdcfZ?MG5<^@=;Rci zp8hoMXuj>3H-lZJqr1BWpeLB;{PT0$IC12NIBzAiFxKno$=eq%;v}o;>Y8F4tP4Ey zd~=WcUV%2hVS^_n@X|*Gx`A+gXXkUk=%5I={)vTa(s+qS=M$lzpdhBgBietF%m>?E}G3iCDtb#r{ zZ5@%jubGR#v09ehtu4>m)dXj+{0J7xs}r$BZ5-B`a)+ocAe@f?q2OsPtuWb?BDOl> zQ<+U}FNU_d+2%tne;#1473g_sQ$xc&4zw)a-}c>jylrT2eWEP1iit7%E*E@bEv)mF6MYu@H#!2+Bqn4B*=l^~UW%!_c(0CoNi0qx zV{36hg}vzV{B-;Gof9W2n5WEiQb z&HQF|YMD0)>;89NOx6DjnfE5$d2XkpIN8I#@d3S$Y#;52*E)2&FwV~8oy*5TYgG0~ z{_ig{v->xmkN1;kcp&&*BLPe4p}uClQ{d&+)OL#x+v&6xc>z7-F^N(xEuTLDa0?6!%F0R&i%7UvCvJZ(Yrl~- zPMRQ`E{z9P#a*O}*80R}Cw;WAgeQGk&b>Z<*^W;^%N5>ZXK_(ubNoXRbS3fj_L{04 zW=CdQ$FF|T|NSRYVCp|MRjjaz!zp5nd|Ejj1@zk^PiVg4oH5Du&?XL zmC{jXN4!~DoyhSKA#3CjK=15eg%FX?D@Iyeh=^ML|A(=rF@s5W!lhSM3JJ&4X#0cW zf6Ib>{Xwq6qlUu7C_naWkEQM%t3;;=(p?o2xuk+|E0!vf&20%IiiX8aA;i*(i!%^~ zyqyH{cE7hQOXhCo-UiP3SJ9Qn7(1(%$%1lK=fh(O?f&ZbGb}G&_^8h@)K%t;I7tSa z@{-C77D>~WH;XIeToHc+8!5tB^^yS{sU#|R964uQ$Ml#JrgFh>UyNJC=VaXmPghnS zz?;6WPI(R;iEK+DHcZ`yU+xa^4hpv-u(+ACghNl{u*cJ)3Idl z$>}d<*Q(#Lo2+QhwcH9xO2&zzW$VQYCmgE-^*%hhDO& z;%E268yLlox!gti9Aw@$zgG#JSGhZp-6clWFs(9oE;jf9oA45QXCyV90H?^uRa=t* zZVkq(njep?zDr(=>!?Rg57ULf|7#UMr`{dP!j zs(+wP;$EZd#{QJNVVbEK+o?gRLe$~T2I`#@KoBE5FG6T}6s!^YQw7Q$ig_zP-5TC~O;}rxm9s^SurkYs z*Gp5PCf4m%b?FooN6q?K@kmJzi-mK}6ZC%U7fZHIOhFD9$ah6iyu2pCH26V9Xn0Jb zWnWN|<{tN|{ZTo_@Td7Vu1^~tJQNr@5PhOT=;4=q^eQR1mBSyvIZ|+kUS#OYR*WR; zRlRdZ5z4BHn8A;F5Rh(Gjbd7}7ZPY|w@dAZV#b$;dE{OLur*SM?=Bk1G2gtGZbJLI-GmhO-Hh_UoSdL&I^LY?fkuv@ zx-20_XADvnfmfaU$Epl+bczzr$)6Dp?TJ2l4BNQOC~fmd18*7>3LA5=a;z*YXdvBl zGgjv3gMsO_VW{&t7KZ}+wzqojZRkyF=CZc`{ri__ugj{V_D(>})Kso&FuDA%@)AK2 zoO>z9sX}PoO2V+%sxQF=;+C(K&G5TVy$;x+?|X1;=T(1NdEj~EjQv`?BJFr^f4@ja z(4>dnWLSU>n8T(aZMz34saH;-w$3_@-dBj`kScK`vg09KIdIRhPz2^ck*V&je(xTM z>)&6wE_~ox(Ci4oPvnd9L@$=!MfLywgIj-)%`K>xol>maJLyRPP1y?

gg^YOx-B zdQB4y)qaik9*|OHsNzw;^iY8&s6B*;4m2ep0|Q!b-@Rky;_gSM1e=ZnkO#<5It zjIa~!K&ET}MZ_W{bxA3P{tIl_?`mw3`<4$;wd~8mZ{}wGz4m#usgsNyOO^Fw7%*d) z{^=)XTk*Y*`Ay6*yI*6E=xH^EpN)=TPSl2rSb+}Q_CBzLP3$3K1&zET>uE7JYOmA?Y>M`t6ILc-^E?aob;$@gOK$wRJE`mud_D zW|&Xj6o}hOqeo2aF~^df&6kZGr+jgK0{xa96E~u;T=PCUy3K~QZ0--P*b^-7BoHnj zFtZi%j@I4fwW*=PE;+~}ftXp0&ugvYb^HL^x%baO%1sKC zV~+DKMX#|ho_*Ktxs45yuFV&1{iJ!?-z7J7p99fbZ$%uJ$OaJSZ8UNP zjoC@&yEu|8J<;h*KmWl3A}69Bl}}TxT?!5L_#Qeg-eaWV8;QIbx@EtUcaV`O*Lwxk zmHmJ>>(L!%QF2Lpc_fPi&dhcca>mFrqPave(R4f4^wZ57Pk1)^m9nMn82fS~NA`!O zL%Fmxm=c%Jt*Vf`Y>S zByuUL@{+#7IlHftRdp%=f+TP>=!&mv|))@b(A4;nX}GclWb z(zn`fCa*I$YToF#~xgT#}pM z^g9FhfpJCZ;idO&HSew*Ok+;Z-0V-1^8`SxTbae&G)P(ProQTQM`6nx3=pU7^?!0K z6jE0P^UN+X;h32zcpN%5_1v9w=SvU7?5il?E`v7{L*5M29G)@op7>r7BP7eFqusW; zPaHsuv=FP1ss7E|FW_jNm6T`w`4uZJk1$H+O#S;16)05ZTO$>>Zp@R@5u9w|PA}m6 ztGjfGp)MP<8=s8pp!mnZ?B?TM)>_v(`y1lA26%g)jaN`a&oeYJ;krzO@_rXA*OH(Rhckkr;tjzI1`BX^R=7Gymhlb!8wo@}+~%Jih%>0yvkR1afyxbyU3hNhT)%m6f6JH8sytBDxk= z&z_#9lS4-(^M>(p|BDO?uL}JYwqU^FEt~l>w9e~48RWtiR*{9>dCt%h`TZ^X zr{IX(7xVs0RQ6?QLq1c-6{?Nz67cBSo(%pp;RfgYgR}VhU*)970#+7bSJ2_gjL80F zF`f^s=lhuTBP1v>BC`bslp5%Cg8cCOiN# z8_uMr7rATSk&}bf?s)Gr6x*a&?;4aVuURXTx1-6v#RAm5s0JcKZ6X>etrxGRt-W?G zAob*w4|Sfg@ua(QYAyE0fy4CPQx9{NQf;_%M$-$<|Ar{bNL_>IAjr`x!vVD}iWti8 zav$9hPQyUW&do;$cj!Y{^n9+GqJ|vmqwflCui3*V_?5jI7rrC)PRlPp3s2ZWcBE2P z&ssaXl7z<`n<}XxU1Y>h_P|EM^trAPyI8sXFolQ=K;l1l`#bL{w87lOBA%K9M6JGi zS{QA@D##kETwrw42sKh;?^jBB+%zEXade-pQ<6}#F=Y4xYt|E`ij4;a#TE@{f= zzmQ<8v9O|!2~QKlvmV!-bkB3Xc+t$x#DAhm!4Vh@E&Qa;9ddaTjR@Ap4%R0l?8>K! z@Qm(MF3zv+UYJb2+-_oT2>@^=5JT|OG^}N>)n;J0V}}vOX=ODXEuk=aDJ7`JmFT66 z!3%0Wl;J~5qEP3zKr+yiTni+L-$dLfxOTV5#pY)kD*N%OZd1?2k;X=$XEvmi9JSCg zLxK;Sk`B=&)b29c!vo%pRfG|CDpx3U&G?Gl`q$q|4d;bdMrz1M>S>EBC{B`0JygCh{f8?iaT1O&0T)(C2KCV6G3`lR=iPz(O-{XNU`5_% zb}~fI@atiu$q^6ap%s)?-hBO@8jxay@ocO=P~k(H#S;#Wpb*J z(Gjjs6@^B|bHXOj0dZo$ia>i;0DF6PPfF^mF2Zja7 zzP)Ve*fNheOG(j0BxJ1rvOW?QTYW$){)|vv5jC#YO;hr02S9*0N*>LE6k6f_=@GO>v+FIw>q{29 zUR;*HUOGU7eMG~4nZ4XTkh=qQ z`5%{+mX9V*d&leYwja3#jh|(ORIjc+Up20=CKbpNwWg*PZg@@jPMbgL0dGHwjtS00 zAsNDphH$qF&c>XSD@CEDo?g?R%r1sIhnJIr$>msC@rR>-)&WaPo)b%~W!^Sj^d*qx z!6&|>403WJXAMnrsQD2`@r^(j5Pk8K?A(E5m zA-r&GNf4X|J-vU4x#B22b;#Mq&FS^V04jcei7Bz^VBZ6DM>p0bvA!oqNwu!nAGAm( zn#QqPvUnaKjNdB=F(F746HXREEBsvS&sN;-AcY1}O-}zriFvR&b&8;b{f)Chomr1Q z=D!sv273JW_si%;rp16b?XU-XlxfrC^tb+?P2|4&K*Ok98Qc<7f8k6CSoK@@eKloh z!M$npMwejr$Np0TW@$rdaDb>g|+d8~}0L>Zv#bpPo(=e6TvF8a~2B?d=6e%EQ}aQQ!;U z-n1a(6mB`4X%2<1s+>JYpYybM3Wq^d#dBZFB6?u%97?pP|0IQ|!iaEmc1~-?mv`J! z`eKz=o*7n0MSmHu!Cd{t(aFK#j}o%a(v4lHTUWq&8ZO7o$;wBlTM+>(W%+g{ID#lJ zfeT;*c_LJ;_pAv&Yjabmp}ytu{Wp`SkOQUN^6Ap@Gt>KyN6w}M^FTyh47vXF7kk^T z%&FM)y789B!#a$N471EqpJRn8AzFp1XJ+qHw*LgYW$))uQ#j)AqPEx4qCh5AqM`_; zy$?u0Ov3Gca=Jg|7^-3H%#uug1qPks69!OvA3@pf#= z?_r_1eV@{~%P8YIge=ri_cb+P1_BRMW;Hiic&)wx@M$>uVBJycSz$k6e!s*a$J)@z z8H-9l>?^k2IJe=Ly3EfivDak*+uKCc)DHB_@d4j5P$9v=Ghv?7l<`plM&;vRylLsJ zwf_E(`SB9t(F%&;TgU5k`Eco*9CM|n_CMeL0F9_sh(BJ3yET$jB55tW1DyMVCDa z|GT_Aj63N&rc6Cpajf&b=dLrR-)68fW1X9Xp{@2>{(A-0-6=oJ(2HmWsSXCxc+2?H z-f@uPpim%T=iYh^BOyNqa4yHUmhNo&y?!!G)$oc=JnS#12NESRw*L^+c~c8g6&B;T z9f|;5`toVkuC>m?suI}Jy)}R8W2Y!%xBV$MAaisFY4mkxjdU1$-f1G zLul~Y4}qZ*5RX*aj%qF+Lcktg{7m|+uXSO=js zsJOMiJvHe6kdVT4sq}ZLOMz}`-@#=jJ3?P_+ z_yZY&?ArN^Od9~BmqDCasS;qTpbb{hy^OsH08^7~2 z=(}T~=q2q@pk-_Zj&CFL{G>f=*bb!Jj*gB%dlA6AX3ovan0MgYxWvT!8!j*cgklD@ zpoixfTh=G_somH3_v;#OhEkwb`#vP$C%pZ*G35+DNsvC5p8jJMYBNlsTP48M9I7hS zsKc~>u-PuIe7h8+$3fo`x1*C)M{P$?2B;6kLfj7xBks)JZfM;5YpT;AMd7y2DksaB zP@CTw^|GtiS~-lUC#|GauraT%(QmXZD78x_nR>lw*2O?Hm|dmzJkkyY3`Q#qRmFra zzYFu@hw(RK?@er&8`W8mqQu7rJ-rvOp+zlDJus{ZW`vC8c6|GG9fnh31kZl4j|D4P zh(iQenEwb_fg3Sw@9XwCv~;o^8$vaBKK!y$bbi@Q@>YdQft;DSLDt=LXCOn{tsfTW z=l8g;6n^UHDr>#AeiE?vH(HEDBcbo_cZnI#6{;8oMV4IicE<-lpUmGL82ikiGEq0z zQtjY*F<~HvsVHXY=UDSkQGx=Ub+Jhjbg4B+`44*i&H~HJ#i~=6GhX6wdSU2-5(x%e zafldKj%%Ek$n?vt16Eg8MTYZLF?7>ll{qkt92ObLySF>5kMi;Haaf;}X*fsC&(E^} znFW)wipgyySnpi@ChEpmS-#*13m?)*mCrVk!H;rPR56za%WmEZ!H_$B5gSJ`vDTQq z4^Wri_oN@^VciEvQ@3+YO?BvH@awXem3w+R)K$=ih7mIBD*Nw8>Zo1cyovjub^R=w zF8kW(zw^?jx>xoN2AC)%UHORl^%u{KoNC&)W>1rh!Gb_;`DhR?YxQ9hNTEP2p%agV zFkoO6MH=QF3$Ls|ETucUlEm}i25^HB^i|;TBZ8SME8^Ji?EQEs?N6$?<+h{Jjm~3I zzn;pdR6J?gm@%80nD6@ASD-UGX`JD8a%eT(&eZB1VcBInJ#ErbQk5!>Mo~0)HGg)T z=gKgeJ$3nu4}iEe{aUfQGRkwO&+Y9k(`C7wy*>FqJ!YI6YZH4HE^wIBf`i;I1DS-L!Ta*>H~p??SL*K)zGhaLc9B#UCt&Q3P=&n?$4+5 z)LHa70-fw!xG+}of^)`O<9}L!_E?FnPrN)yy1Ey+k5{MKM}JZE;4Dlw;j{vswxhmB z)g)}*2C;yEfQqk4;#?pf5yJzIM+yS$!I})nV2HAJdIjdSW!H(Fg$t{Pyiz zlZi&&NdcpJ8e}vFBu~&tj|N@r>SO~Q@YMtBLUc>bq~%&k-p_i8?_8Reftcri!{7Krhs144+%Xo zc^D!auX7_t-OIgA=?+bf17;ES?|95Zlh8o}h%8|I>3lcZ?JwEYgy`tJsl_gj)ltmx z8n#Cb&VN5NdNwyBh)@36Ctx7?p`71QO(s=`f#&C_sRq~ez67T$b3#G-w2ygu!Yv?G zLec!y=ONSHF3d?!)fZFV_oJ%Bq+IsbRRx#az9j=Sf_drw{Z>~>%k*1!q?RThp8S~^ zzbgEqsUuQ>M2}vNtOX3rNi%{8i*Qk1&o7u@G5Ps<1R4LHy2 zbqa90UutX~b@Fj3*^c2X76CvQ(q>QUN{QsW%ju7!0g8fdQRp5-YQt&I$Aop%f0M=O zgZU|#!@lfz0tNxHp(Ga8Qcn7Foq@%E`P|#HWru&OB8J^os7M(2JI_yx4sJek1}!Qv z6UO9ZcI(}#0WVCuQPzYzA{U@KT#8-AGf|<7|NZ-S)0fUPiK2kW;f&}>Cw@jt6K(bj8f9Me5N&Cpqex4-2 zr$(r%td47D-nBPb=N3RLOERxl*0O4>_cj+Tch1)t0;s#J1d21%K8`puaGdQ-W|&m0 zJWPq!`^fYwsQN>or}101GHw~Po|X|2d<^7GKSoEwg5R`9ksf2lG87!2z>Ep?Tse?- zWf7KTE(MD*PlpJtM}KS#6A)7~4Gk5Vb%)4Srn2#W{%qFKR^wzQ66T2^PMQ?GiZ>0i zygnGhL)4bYEIyKWLC##M6BGLU6V=remD5Y5>`}KlIDM59lo_u%3)y<-*1D;8o1t5_ z1lvr^@4t+aF&;_IV=~&|Xz56xJ%j}$b zQ`Ic`7~y%VQ2snLG{kQ^9sKZsAVts^hSOoDz%kg;dGLdbM|E6IPE_C$KVkd%QcwGP zq4#?A)xWnv>oV!3{vs!*wYH=5N7|{4+TUN{#D6pWBp(dQr==^BUD#mbPXd6g`k)iijIieY$9%1cOij8Q0bJGKO?T-z@E*~V@6ti|i@k~b5 zUNUDi9^otB;Xg}z{8ORGrtDFZfgP=2rP)ON<=1@ZIhXSfC3GX))%1iKtsNOC0mJHI zlZHl^)z2}gdWH;k!e~*kzD&aS?SXtY&jJk00Dn}LLDdS%|7K{5FsI+q8_n>-UDO)- zV}Vr$Y1jDtJUY`?e`hz5iy&6e0B2;3PU17`=fhis7gzeOXBek#*l*T9rHf0lJXtY7 z!*<#+$(dzu#a%&b@gyO(ynJ#@Tpk%op#8}(9OgP_5EVK=^LavbR|ctZEEH7HLl4+a zVMM;8gM?iEqjl96{QH80r=wQC{OmbY)K2c@D@^{ZD3IQK9A9v(^LNy$)suskwrTG# zkn}UJC8)_im6ZjY9?!>wbewd&M*aHr3uzG(SHHG`xn0j7e-z&B+>ykjotqP}i`qD#Ku58xX5njh+q-)du9!|5)`9o9{rm1| zJdzO782vVhJr2c#VU45WnvmL1QveUDsV!Or*X+9FS&{eZsz1w31&=-3{%GHYC@xNQ zDuUC7y0!+U73H3r7*}h0 zebx-rlYhsZ>B2EC56(vhb~Q=0Z=+~=uYs8%l5NEKVD2z3A>lc+&!ZDd2ncep>|s!% zhrz>K1OG0ni}UJLyP)+>%B-gbPTm{Wm89L}3HSu{ZWy$4aCOnJGy5It{HVS1U9P(W zRcV(ZK^43_6nzV$HzSwBl*XKc%L`)!tT;`|1s~vBa9!Osm?Qx4Ul>I5ZN@LCC&M`U z71@UmR))KPvYo?;E3Na(bbY|vS!U&YZ8S|zo#FDrg1mKJRDgULVfRFn6eQeJKP>Ax z$~N6^-()eLKy~RDnzjG6`LV;q6&q_~ZEe?aRJQ$(MPqxR>EG;je5j-VYQ8L=oeb$W z;R$L5&jTMHe@VX;bs;u3>ttsZWlc5rsYkxESRM(DXa7cV!IO2Nc{ggd&{V* zx+rY)(A|PGBAt?glA<6YAPu5)htee=2LVA+I;5mgkPsAxBpp_f=W(9#zV0`mqN^^M>5hW%@63QRz`(iw2|^q@Z&*+uX5Wu&7-^t37^0-^J6 zpN_B^z!{dU`(AIX?c+1Id)=u_H?b${V2$tAtlAe&5e(Mj$xE|iS&U}%~vd@n*&E4>x)rs8ZKC2FPLOh z*89iCG3uXnF-36}6B9d2lt(KQn5q(QZ@;ap5VGb5Z%L#L@MYk+xV0&?7rw{b9HEd* zB7shb`6#MZ#uuJQJ@ujaUT(nIvF6J%r#!i7fk(DR@&&q?nN_&?hH8&&L||=BewivL zyl6jAz(?YI;QD~U>{?aL)xvTi)6>JcZ=^T&Ya}eCFUtI+rO`x}cSer7`}&$;@?h}o zZQqpCRIKd9vSyQHdynbPw1&h0j_1#-ifptf%RL;76*{XpB~y&Eq`X|qNGv$OC;-&x z1~tF1w2X7aWpX@TY za^{MZ65?kU%H2p+!lbiMj2Fk~0ZJgKtRTq2z0E0xGN`)(vNNc&v(u05MPzUY1}A6L z&e_lR(A$%&!MO7_Q?9U07{j!a+{c0^y6l?9XTj|~9*#iO_l}O}Xr@(ZFDy|#>2XSV zR%`?^CNb>|_{M3-G}Pw){E32?V6J-9`1Zy5*%F~zneKaB<@;Pa+@@Xkb}#(=YccL< z=H#FQE^yxI7ama@M}7_Th)xbND_OL>kAg!p8fJh2%ZmpTGsr*&kR?RH0bmA@gfW0h zJwN-WU)wzFaLTOp46Ocb-p*F`t(O&eV@-j39>1;&Vy&YSP@6Mk(!QJy+>xs?Q8bcEp!O0}(oRg4Al!(iL-9Pz-z8kX`r5KneBDBT+-Cz)|{?lH(Cp;y} z$=*I3iXViLo#lI54|<9J{!N%IZ-#}2w|Hx4cvq$9c>3(5(z+LY{4cOa71l>ygWR84 zSsA6JwFs{6jN{j@x8#@rnV{zv5Fo0P1@z1dHW7Z^cLQmkr920?fy(VWQ|$TtQ2^oI zsEJt22Y^;}+}*TQxyy?cuupgPm);Qb{c?K7s?%93!4+N=j{cG0NIKNG5(?5NKs93G z;e}#85EK-omG!H6JV%Euh?Pvtg(hTA48SA1Ub0hm2W++>LrFAsgq>^n3LmQEp~Z{V zJ9w>a7!?)nD(XoRvh8~zj%;X{$cbNnOPy;XXS!!QyJt6h>XWU>R?9Xd2c8`!^xsId z$Voq*Hu(O|PMf~I&KU#xjL;+o*UWk&^?B(KrI4m3XIS`Ji3@mkMVR|7R8 zpVZxsx@ZYz9R8FaD6L{jSo`+lfAXH!6Q7g((~eO|{LDE!Q4I};D+gPb8_#EuBd9%+ zi3^Pz-QA=ZPcNS)v5ZUJ2F3dZ`s2wPf>@&MmaPQYfkXsvNe22eu=>(trRdLEb}ue* za^Q@8j_G5thqEz{faJbhfV!GMq_AF~B!-wXDJi-t^Lh;C?+$|O=8{Kv__v7UM&EIG zi7mB6DEyDF#8k#&jg8%#?hG@`7)1?L=7Sp*@ToY_C&=?bP>XhUJMHFo+M@x1nIJ{j zzSu^Pjk&jqWnidf^9UJqULkvm(oAs}MYG)%W8fyv_$(n_=}cFnz$8QHz6OkK%GyFl zL878c=_p=w2GhX%%NffmTFk|#zv^z7+VeW`s}kj1_L4`<{^oSzpJ=u+eHa`vIJtT| zbS1zhf=2ACd})%DNINenyj<4Az|oSq2OlXjFA9ZJR?q#%Bdlga$(Ewpnr=u9-waT! zsKlfZ#Ey$Y-;0Oo{4`z>=PM+gf+nPvR=UbHkzJ5EhOA66lz+md1ZInRIw>BEMKC~^ zt*RLNtW zHBC>-t@U@tHK<5hj34ju_#a|Q`|}=92p34flLnUxa0H_C<50Xyt?ffTaQHzCC|H7G0vcD}tUI`a$=>@sZl1aY%MT06Y*46}0Ucq;Uh}g=HSOuyW(57!Vqk(=s zjNlZg(L_JwFOHoI3djo&71>$rPHG zecv&!KZ%o~&$YI~sXM#wyh>Saj^mGpP7Z`3l;7^fqaS@M$X^gCzqK+( zG4?4+)|Ql3zH1JKo7P8u6g4@9#p6+Na~nKs(A<%RK4AUAr9dtJ!bxT(?#Ko|f>{!#vXk6V06+(|vl z!u!pQ0w+lfo$Sl{-9qgmh zj18qIbXGtCE@k^32CODWeJJfO++_$>^t{ti^yMY|&;DYzLoixrfcrZ!ltk;_T2+v; ztH^d27doD*l<%;e0mvDeMoq9DWWt*i^#p_0(ID6D)6zn>gf2xF%sXR+DQt}2?uv;Z zf<`PrBT8^dik=qfVKH3qWFq0i10->7jP09R93qsy{%kvm>8baG_0vAaD*|ep+^H4w z*cxy7`E4I!Hr0G@8akCTF?os-w$(cFnw3v`=;WBE3EWUiQ9*Vgr2;}OS6?S!pKfDm z6p}h`F>jxrR7w2BV;MMz)MamDM-L7Tt_&BF0ZtMKV#+J9sfrG^X2|5^CtZ#lOo8&i2;!em+aY|_FnQ@X4~QU$(H6<&nE~UD4;r zdW>#vSHu$f7;e+0fORSGUc3w)mVMkF{xy)gzcqM7GUnA=CKMJ{@rB*0mLY|0C%FnG z-7rq>*%mMaX}YhEs4Y}Nd7n{ttl4MCw=*kXXvkcpo#YDP_MvdOk7$O(2%NRxgMM{T zwO&%s$Nb`fwZDlI&4^*_6GHRXq@I5JFUIjcPBc^QFHWvuQmB3G1xg4HVz{{YBtuT; z%irTnJGWu)db0lnNWtJ@z!btNBf|upyO8Q?kA|!+V2ri4w%$Adrb84O>d2N>R(9gD ztLNW+8<}pR`uePE0!%`RiX7e73s|~`9M%tw-8WJQ(R67N{kPPk4M&VL++F;Rl`eM_ zO_XC;Kgd$}@ji3|qAtlhoRxB+%*;Z&|3Y{LNypbmZq@yLskddkzwjRQ(mPV%5$5_R z7Qm`Z{LFw`NoTC?VF(QNe0t*Mypu=x@Zr0QsR>4To2abMm6VchoD9s&)J(Pet2;-c zd85G}XrEvj&;ZxhH(=J-F=_y&FrA@6*?eekEH%W?2&4fQPVxb(JnVOW1cx_tyNAo{4w{{Daa_x~7vo!NQ4d!uBuil=U2 z{`K+Mf#m$}g7}Wv(V}zuo0nE5$8j01|L8bB6L;A#_^bHUre9~QYE@`$M7Qr)g$eU=;uS8v^Xn2im9L$v;9-wWXTvBzapwBLKt=-{5?7Y_@+?N zceyzC2bjFW7D_%#9oh&0TE}*C+jX59ZSd#C#(VRv>)!0~KgWdK%_@aA9b5#&Vr_FR zoQFrtj&;ZH>aIB$F=jOk9t#%~G{Yp*J9vq0ZJH5zk$dwu>RfSt8yk~za(1e#7kE%q z-?sMx85fyc-KVm5&fyE_0`!qKOObh|dU!3leHJt4~x}&5tKjk%($no4rL>vc~ID1#+33md$ zyrbiaOg!C{;*-&_H*&`9Q%#Y=Od6_~-t(;lfIw(I2w0c~G&?XZUXwjPv_Q$LsHi*@ z!ABuXbwDXVK~0SVm}!ve(v7P6tZh zqIpMostJIKUYnitgchndE@@*z_A45m)@Lvv$O6bvrSvN2^k$D0`4f$Tyn$!h^}gLq zv7Uc12XKL>&hP-4ihgPYfz-8XhvBWILl=88|C1-RZ066NjtVyQKiK3>Y0&P$zrvR` z)ZL_oIR@dTOSy<4gt@LqpH1r|g!n>MhwTE)ZX`FGAIDJ1vt3OLlz575Y-@epyACTX z@auCXN%t_lmZcr1Z+Y0;O&I?TWtvsGc;c3ngf~Qq;r!n14}5-RtFPEj*i4X3VK+)z zq#1P1%5B?i@wldm zIC(j_n@7i(9_t0)MkTgH$jA)kk7sWkOM9G4`+Fj2ug=tlIqZQ>W$I6AZ_tGgAX0i% zgVBmMYETuJEGUpSNP&1-!j96(T`W29VTIwRJUM}Y0GNo*ws~MWry%e1NUpqc9=@Q; z?sgVAiyW@!#%n41KeM>xSf8v({1f%~Y(jST^5jfe(Q+3s4r+}8@)VfuQ;N7OT=RD0;9kFUZUngf2bCwa&M+Bj7he_#MRt&VM-} zg^1oa@WI7)Skk!fO>ZQyUN*4ohY-0F!vdiD(lPonarpU*jAE%D@M5t@D@QyN(ZdAn zf+v43mb+^X2gjpN*wIY!QX-sO>ZmAITFW=y#~C-F zBL?YOmB30EMN=?=yyvIM*ottt+gP~UN1rrqhrNy4N5L77`+M=;6=8}Z9fFl%NH~cj zbZ}+e!?;{4L@KKDr!L#{O3U4?`(tb4LO+MYO~WqfVxn?!9Eqa$@M!L$B|urjsdAidoJ zrpL?0wWZiG)o8_b_IGExsRT%y@S>S<>_-cX?wp?4ebp%Ng8)ppm>8m(*X*0+&RL zVTaL0PYiB2MI}*!&^FA<6oM}K@o^uk`-z5sXbqN@>@>N;EQ{^$(YF#jbI=y=j~BB9f6{ zV}?xUJuW*ts?=~W$yN0sEVAqLw0y2o74r`Sf2h_4#lFC}?~Pb^L*!U|U+KkbhtOU6s?IoWds=aUSSV03m2N-%OcR|EBc2Hl%seuFKp1Bn|VICP<9I?b-kNQtVMUY zqB(o)0ltCI@(Ic5F`rO?Y$;QXJ5TR4OjK`n8u++ib`I1C59ATNPQ-DXVD}Q^Xklu? zRsJu?k|N-flaR=^xO=nT%CvwD_JWVd6MCq?4y!-<)N>-&LrisX*&0Rsp121rgPVG+c016w#O{W{?1+a4^7I9 zM!rnr>e9mP?y4taSG>d&<9}bknqxrOF9=V&vbn0`C-usYSAA}DDY_^;Jo|BD%hY&_j$3_eK}q&U(lsgiA^|> z&+e3caF!5yZ(2|Qldr=zQVtHLC!X1A4DSXKx{v=gp)rm|Kh^of3of&3I7nhx*5)0M z+m#yoL!lvXye5_=E#XU4%6`bpq0Tj!jMFcJq)zne+*}ohM{imaB*g0@K3NAUYNfdC zG1t5+Zmm`lP}MM&aHOLuAA788Y31v!Z-tgzW{@}hlpsN)rvL_0zxERvO~`xE`*wP2 zYp)(kD*x=}_IExV8o_@#gLq^#_3xv|0fF)@Xem6ILLHTg>tDuRKZY904xAh;H=p{7 zcSmv1NAO}Tso~e>o}VSJb%5Av?+2Id1k+$n|%ClDOzb<;kKQB8?@PBL*<$&bv9!Hm(A?gEtIGz z@FW-(h`2VPyGX0)2HQo~y^taba32xXYIl)pn$J)k*8U z))~N_O^x|4M5bUsc4aaZd68W!rJrr@3ELDhwzgvm)HBbOZyDIL?Ek|#-@35%jg7dx z3h;U08ZYd9`CgaL?_HRRVmwKHTmQpaXUxu>!DW@W1k}!{9G3Gg=M#3q#rmR@r+;$> zR0UI0x;Bl)qJ$}T+bpYdXSadoo0i>xf+LV)=AH9CW4&}n29ZzQfW{Se?D3O**5@alVq4=>)`5Z2JB3#8z?dZT zcLEk-V~^ueDoaR`i_-s~aig=9-AOrBH}X~x>;@|?Y#7!`USX2LO~08K@JB{lJKM*t zH@NKS6z1|)u}%{n3k>FAw!GAgH+!#Fb*Cui0jo<&ngTZVthExZA13BuRs$)#KSD86 z)b{4rs;1>A2C-v739t|Ok&?G%MqdW&{=I1GkFf>Q$&HL&lV2 zcbSS4hF85%43`8iz8Bi-LV`H0mWv)P=whN6#;K-%hlQuXc9Wi$f#F$S1OrER7e-%J z|NT9{UiM}7HkyA7!8yxKjFSlnc&0tjtgsoyF#J+H2ydA3Efy|{#UHyT{T>dMo(o(u zgkCI+vZ+(~h)Nz-@5*u?1_1%O_C}OaMYx15IR`p67HSiN;A9T}3Vn6K62O2cN@alN z+K6ME_cpq~T)E3wl{o6KzC^FI?oQd0NAJ1~4cGYnxVY?5&$na<{r4S@lmGs5LT6<3 zF(=grQ_1TUl?zQI{aw+tKaBer8xIF_7?jjW3oiCb=KpPxLA}i1{)-=7k^Y0tu#`_F zCJ$PyufO{EI8l<+{i1ysCAcRi^WbbM{`B@tf;aiKaNBqF6Ni*^hU7B?8sn zaOZ6`AuTShkgg5-$yYK-Ja1@Z(i~I9lvyC@et;~8pR9ANktGCuyEp5?C`x&4L zC&=>x0^TWkt?kWM|3=+(n4JC|o`i}5s)Dx^P_-7 zz=)3V@#$0N{>;IN!E{s-9K9vVW@c5yJu?Br`#IGP-Bh7fc+jGJrfz=@^H2aMo;HXy zf@qFQ-%pxjsqXT}(_j=x#z@x2H_-eDd}Ju|Y~X4)Zfh^e;orM!#Mab7@M75Qd$n?}_X6s+8n1cXp?=SARJru;^hW6$ z-7$P)R}m63>W*)LFKeV_R@pOPR*hEb(_xmEhrmTer+lbCR|yLCt2yjfg4s0j9dhAy zk+!yqIUaGgg!2i0O5PTCOT8IpE(b9o*@PpmT4z zQ;p3q_xCk|4->;F=kdq@(&Moq zjJU>~NN17UW`Zkx6vc0yd(*-nplUH%VfI;m>Xo{>yvA!dH!qXWTS^lES5(@)!R|cH zNQoK#!)M^mKt3Y=Ynu4K+*%&7OZWu0_8a`efZ4UzcR%={Vvmbu_>oG$~X{%70oIFWkH?zA8X+Tw_^F1*KC5MIj$C(~(!|%m+!Y%Cy zDag@pph`!8uW@H*c|(|=Y=`Qtd4s4>Rw`=xC5}9B>cWOI_90n`f#<_a|>5X+fIt7*XlI2ffk%t zey4Ja8l3mVt$ZB*%YAmnCe^$gU!YgE9{bgjB<_bC)<8l}LW0=gv8&mw%i#JrM#@-( zo{5$Ic)rO9B#oOa@yi#ha#VJI8sXfyKdR5lx<~r#H?i}%^gvPUBt@dC7A1!-e4n8X z9i7i;Y6`H&$oLL5cRYXYp85l)$EY%ry6es+DrL^u9s7${;jY7|UXO(hspQwTiL z+QD1&=o%?{>oc>t8FCGyC52+1LSBz|ZmwyhbnoI|A;#nD#J32ND*}(!HeC$HYty9( zelB!~y=qWnsBJM*q?3Go?#;%w8l!LW_)CKR$W&uiocya|o`DAc=@DyLS&oy!7UZ^} zimu1&e=R%DD~N?P}^Nh++7)(AEZp&tLx)b+xx%C zs3LVy&mURk(=e->u(3tV>{m*|tVX6`BXf~1k@eZ}w>zZ;5DVvar#@#83u{pM`f26+ zLPt}9T9vo$pNSvtA}&`;IkQslY2yMh0(6o+mtZJ7MI=O4({-oAAY>Mn)!zRYm6QYl zan+}in3$)`cU4e6=UL1=>$2}v<&@nd`!aI1%0J=XI^at509Bhwz20U_eEd$nKhJzz zayn9az@+j4Sh2T;<2WX7WopEZhI$J#Zm#s}q=7vI7;{#D!2l$(3hC>?bA0 zjq0BljA-^ok;4Uufb6CH2?6M*5l8xv)%KclvBg0r#T6;3t!I3EUs#GQ^gnP?wHv&G zv+sMJms8V38vWt?ye)~|lX+Zn8Mi<5K(Na3^@&ROQwuZ0w_lz!30xKg6i}Y{4$ZYb zlZFRs`96rvuP!Zrx)oHX*`S`Wl7(r}a|QXn){&&RCXe+Z;*vkuuVL@Js*wbK`_+3% z^s?a#Ywv!g7>t*ikP)+FUbxzk+E}uSKT)=t%Do$yo?iD$_Z>D=@^k%Uo@t~e3tPWN z9v9v%^0-1?A3VF8CNcQgSZyUgTlDLg24z>uNrfe4+{Y zuez0E(bZKY=>(}3&;@;d3Phewbv{3OzdEzd&c$9VE8K=jwOA(V5GpFJt5Up#$}01V z4`veGpMsj!m#84&g3Fiw?SBFK)*mpusHdlgs2H3leJbV!M%8YRWfN0}A5znnitMf2 z3Q~lkZ%4G zhp3I{7IPmh+(?h4!+~xL2+)0lVSSkFCvI(TZ|>;8gV}W8y?gpr&I0JV6A}_8hoL;m zD`aj}{;9wt0OL<$AY2hIIQv82)2SjW-z61$!j*}{o3d1t=rH_=ia?(DVjh8in2QfE zeMq@1l%)%(Fu>BA2NLpb`pqNA`wxOxdI|uCXJbN}ktoKg8EYtTL&^F>Il`v}2 zdHB?-_Al?ALq1ol-P=ux%R7ygoVbp>O z@GZ47g@uJ!sLIO9*Z<}lk`1p+Wqkr9*cW$~Sq6;8upFG3c_}BK#|yvhbcAG`!HvRZl*8zQ0)tvJd+~pAYfJA<872k{3=-pMLl#Cu=nQ`TD<&dr`SO zJiM)~DQs7=E#(e&{6`6Qh8B7j*HMk?zQ3gFi#>8wucemU2z@yr-`IvWw`K3d}E> zgJsqLUlI(A0uq^s@rEll?CPX-a$@7r576{>J`f~lQcLU{dOdQnySu<7F9u^p$4}(W zu%(~fNv{2ZxzI7}X%rp3)7}Bso#p1lzy?@!hdD@>;TV4oxOg75^*>q8b>(&1TPD+! zC?0)D_}*lthN?Y1k#lirdV$ll_Or@X6a~Zz@m$)qpV3D}k;3f;_qHX8hIxyLPnWau zuVH0L-ZF{0iIG4rmB%CnqYQD4Firr2T*HOMr`=sF7LgUMkVn|*nqHaRAf9X_+xVrw zljU21(aL>*dVbD$_)ov7Ba~j!*l|PBI5F#14lGt@<7YJIjS`nxs87Eyif= zBL(IQiHgxKO<4pyn_{HsJ6aC z5PNZRwK5p{of8?e>g`P516K7`Aj)H&p*85Pl)JQ!4tLf zrm!|l@oK|eP;t`g+>n$`Z+JR^E$yp!_=ni_d?xp9(?m6pC;j*AGKyaQ*|R|`OJEf|*u8iXZioyNlR9NYBb_`?;O>-@Kr)S4}9M7&vcqq>V{G;x^02C<+iyXAgd#E=^a*j9r91DNqnd_Ao!rYE z^qabh&0|&r-jXrm^Bc%p%_dVdjTzkhM3{APu+5t2D)BV0EQWc>$j0fx?&Vq~FF5V~1Jt}=lI-?O_P27LAFWy3sNcwrH_Pa}%BX9rkkC&Xt9 zvsUu7G?O?ug3r&dRrWU!_YA1Q8=roDH@#`)XImgqd zIwOBZ$v~~8`MCrvZVDsVhlG^?Yg&p1&CeVhA^)4N0Xu(pnIjl7ua21E)sOu}7S(Rc zb*_KAcgL%WtnM3jAFt_}u8-8UlUEytXcxMtpa?P2rIIDG9vC`n4ArH9+R;^EDs7}O$#09e2&*C26U*|W&OTy zp9>%G)J|2sQmH%Ggco9WkKjq;bNMV;`D**6o1}32sszxGQsU%9$B<wz z_42;ew~8vIF1<{vc!S5;ssfHQplef6TZx3a!jUumgR&Y%g z$50hYGO4z&>i9G8)+g$cR_$REh9TG1!OSZ5Kv;Hyyysfp`0tY!NX>8ZliKWDQcF$R z7%6HXrjS3Y8Qh{$<6u`L4h>C zMP*oVNB&+eX@7cyn%7AWRtH$i-sbu2P7*v%5h3Mzi9|N2#5QE-R%4*&Fk7a*BQ75_kFWL7;yt7*<5o8H#g56;*jtN|;!7l3V9z zbs6_O|6qPFDKrv?d87h0tn`e)r&F&tM#+q~LgyZSB0-tnP{KrIHqn%BKEWzL>1|of zzcAwS&dccYm3DAY;XL`5>*L?o=gKG!4^qGl-@oJHSXos?=4*RxXy`%1C&@6 z&ew>%Uv6LBT6-AHv00e<4a#I|V}C|tlqiUJctjDCc7#=!$koCiVHmQTl)S=6B&W^nWEDY0|duXXWl zY{0Zvei=Ocdr2O-t*g#oIo^Yqa#ILV75^0!NGE{8QVS^1$n^Bs&KTR+d|^U9?T(aJ z%>GZzfgv&S8(z|6G~(LZBVqI!{-d=}dP#+Rb)+y`%m3}t$ZvW&A>~GXV{Hkmf&8(k z2!s#FAJfr+IscEZ*}~Q$RlrBVvGrwSOA7Rt9%M@20z7*Ub&W1AOV*tBvGC4cI@x>{ zHWriddt1MTPHKebvCA1j^a&ec^#rc>vsG|9U@gkEf9v< zVGywD*$hmR!QXR&-V`ZB{H4>MWoH*e{Z!y_VuHJ=*-bH30KylOgw!ktzQZ&)SxuRKNf!z=uH~#x*oY z9BwpNC4Wc~IAOb(lJutPe5in@;WlJkrca(AbhHQz-ZeCz8W0BG4^E49ctN~fX>*`T zsZ?(vH%3+g^cc+GFA=q{{f+VPiP3#fEoo4cW&t< zWdkrm5x9OSXlcVh;V>7*4r_q*0pkB9QZ>G47CF*t!;F(N5Q|3iSs+dQPMhcnsRP-J z{{a)^EEu4Om@esp2~@!7pdhSipJk@nmf>&&vjVUB8!!dqg5{jTXy(dDDFfVnDCCfx zOqnA11)ouf3KIw;sZZ7W>Z8a(JL9#~r3@E$_e+ogCrS~Q!sumekx64iSa>)kh}fB* z9{z9GBXxtgOS?ATrBv6`vaH9?L|?dQqU?6?cR3kM{eY2KCRx zk+-t7byUd5e(C66sj{JqM;zyh}_tJu-#9NuV9&)+uCq|bK(#r zAQnmQb7jf}L?aTIAnyTY1*%h}c92ekVFZET1||ydEg`o`Td7yG8?m&a6XMmA6_4TQ5Zh!v+x#b~j z3n7>JJBX=CK0lR2-lc(o0myVHY;ITC!>;l^+-5cQ{UZ*``wn0}$b2d&QwoWThZvT& z+hqB_1mM?qrZl~=@o_|k1F8f{poxu$Xd6R>Ysq}kK&n4hRpyX0dCkMC_73eg~!;CMo&tQpRO%(yu$a^4?pNKX|N=xHK z+>drU7}#YH7o<;yR8<|3rYQ(>FN9jee4@T_ESS-wYWqYG@2+(~8QYXltGJP6zZbiTV@wN#G{NM2@u*;_ZqKu7@2kQ$7w|MT7u zXwlEDuJUN#`BDLsv4{i@uYZ-eD&)0ug}HBJWz+T3|IDYbab3uTMGw1Vno^+ zSYhDWw9=SGHq3I*ON56IVa~%tZ_w2J*3xpjy|c;!gqsjGQV`L>mXeY}3KXc>*;$l> zgF|XA-+xeP*c{v2+dwT4gNVLw%rvq<#V0{ZtQ5pPyCqD9+uLzLcuuoNx(_r_b762A z467ArKZKzEnUa=<=mW#+rrv5e5kxdzkxF3@E=eB(%Z@A_mhEGF7lLJ0C2T*6=(K0g&!V3+7f53V55}%9=XyCwL_)911d_LL^<-IDes=5SwZyqG-6QtNn zCu-daQC9$0e#MLXW^87rV0#S9HEC(-;KanlBJILx#LvO_cmX^hOffqkSpnC<*?iSxczJq-= zJrI*9fLAcHvcdu00z{V=BwgYt|L^Tw&b7Nn>MmJuZGcetBM-Fk&N_sQ->ujg{ z8WJxcZWy-Z0+11;fb)a>!*8*-^K564;Q9HHP2KtN`b~dEAcTWBZvk-p!>bEI*4viT z;nBj1pua^9Tkl9PdEZZ6O|7>cgkC*zKrRi0f)#)*CLHu?wH9nZ-tsEYaBu-cF(e`) z0-uPe+n>0u>a(ksmewl^zvI1PI18&mMKly#y?|?DFYtB{LX8zz-mi|7nOuXz4GfV& zAq;evh*0xDr}N#*$kw)~NGm_w`}DAaTpTP^4eq$ zcJ{EQCV68A8(_4QI_lSu;JYFx`ZIgwQ49dBJpuHACt^g{fVWY;rr8#9JobM3$e3lkHlv=&+u zc(g&zJ-0}&G!599UMfk$sWIOR$`F9UY#tiY^7i$OfB-21TqqHEvZ$FTas|h+@>?JQ zdM~fA@Upib+$%M}W(BrWyf(&IL4R4Wq@?7IscCkN+j8_6@NL84LkSETh{w9h#&&z5 zAx+FK?!?avs=fyvY{BFZ?2$t|fa79G)H?XT{i2eF%9M0bNJ&Wvdmwvs2LXNaKl-F< z@aRzlvh=LMaG=+~+oR^w|8Pma%$T|Y$TvWwUICvKv=O;M|FjL({f>%CxbnSw6cB&3 zwR-{{S{S64HQ~epxd~1np88LpccVW8u2csUtN%GJX!e*-f*1;f!yL!{dw+iE!||5g zv`)$*%l}`1htIl033Jj;gbohtlfes1*xL}OHUIpn3#zc;zfXLqNf`-E9{_DMC#v zrM30%h%=B!$3z=c*~WtDLD)?MA9De6D#|nC;LeLQc#AJnK%5;|%&0)_d>**mXdoZC z%E_sOuX(te34sMPtazclAqb2#*FacLQA6W3XixO`m!Q!oGbg8Opt{Bbj91*?U|4}u z1E|H4$zR0H0Y?lW1jH2pb3twqGzt0PN1VarNL@V#)}8+E0jv-)i)`J%g70#M*BxL1 zB$WOQe-sY!->b1P1I;pH846%W_~NxCh+Ns-y$ab!DN zY@qEm>+N821<>%j4e`pQXO5u9Fb};F8U>9wps0U@ArEFJ51PthK)H44$XC!-=gS?Romry3sezXL86gJ`Zwq~EE`|9>0`u@2O_fH#@AuH zP%tv`2b0e)cEw}L$98#u?k-BhQaX}ODifwW59@O3@HojnGOh>MMxjW&woM29Zf1aFiw7OajtUa_GIWrd@v$4)lTx&}qF3uzfT0 zxC@g&$nG4UJTZgw40s5Bf1U2>A@)Ds`v%(z%p@3`y9Id9w(B?XS;On5o13rBSV88* z3~^?t$@3$Q84ozGLStgcAZl~H<}lMB15upwTr&=$>Hu1GPbR7c!|K72)Xtbdpo0`6 zG&D3eg?~*NeveZ)Z03a=v@qJAJhEd zi6J1q19yw8H9HsArJ^ zfP1w7rEwG*NvAS1GXb%s{nkas|M(I#&~c0p%=v*H2$YQyk=!h*J8ulm`2k@569aWd zEIiUyAYciGs5I*2{U4bV@1U+$WO!szq%|a6>qkHP8@j2vBm&7 z2%STK(tsB7rB-lW;1QQ7XZk}~p5uerBI=27dl^8;v9c{B6;}mA!=t@ z!-PG!38-dacCyh7N&?{8S|Mb6yvTk5`)mPNKXHt?jEpsg5HG8mCCh}Uxq|+qR*r=L zN%0K}*dIs$*zS>(lvL{i@d186s4gVuO+zmlN;gO5PJnfXP59#Cr17HVkyCvLwDgdy z0K66d^#bUcTY#58Tzg-J5c+{ci7C`Kyw6X4DmsRsV1j_VW;`IuuU+o#?G^u^U93~v zWp}IppnKYTfdmoYfq1K>(yCj?ycNGl=beJn*2YHqHBCNlnnV>{OGogUkefHdE-eR_ z2Pm0~Har$TG!%*u!FSa5R^tUGsC1PYZny|pmw02p7M1~N)Lg&rY(`l>S`vCOG-M1Y z`sy{P4Ky6i69MtrEEp?7MS-Fhha|jBRvli65Nt896bqmxL&_DVrdJSR)A5fsAZg2U z@CmG-NWY93K3Eug$*9hog2jK2V(mw95R?GeKrkGluhv99eIbVtehA|)9UtC)N&F3T zNz1`O`HczyBn$!pL~nlErXz|0DQ@u_*BLDAAc~G)U65c698RUCq+|mE4iRhxRx7ah z{{j?HQsQ!JbegOYhNCDJ!WZA3p<)>MKq36X3t%gUbD=CdZTlcA+B`YQXl7;>!t4u~ zG=@A|Ukyb6hqjZ@@0Q|T%~b#pFibJB{UrWxaKe{^Mz~+D z93>wgAEG^K(H=Qi;|B#Fh`ew?C0oetHxiwZ!NRn>FKY;g+rmI0&IgKlIgociAk_>5 zD&ixiRUbdLfKUDlH4a4C9f`CJ4e23BA%?OiT)PSC6$>3P(Dc{dK0R_ns)ewF4}sal z?e1EhxAqcd)bLFb})#DrlLGO-v9%&G#>CzTXkG<;!RDZ4o&E7w0*yOW%=4gh1sL0r1#E zF^%=kw_Y~bh4dN2kdu-_9g`fY2o!LbkgJ^^qLmq&sG|wJiv!D7>jX=$b zWUN^UpHG8Eee5r^8|*{m-rr9Ke4>F-QBg|Cyu&8Q>1=L(^><%J1cbiH+)&K{KezxH zN-Lx#9yE_&x&(GsJ4{I+edn<(L?LyLP ztlNiP(=wvFzLeX_C`?pq4H^Swj(r6sABn<7g;AhUC}B);)DBZhpou}S9KfbT({5e#ycgf7Gb>F@E?!Nl!t0(w@(rpq#dO{QmMRG?$P6dU+ z_C=wv#t87>FV}w!O~L=pILO|4L;ydY1W$wD-)C(VG#pSUG6UonD?>Wn4E`wMD6j6Q zYGdN)VqkBKvNCYAwX|`xG&4N!Y;5mfW@9bDbB%|e`}{LUM_Vyo-v9kNkBz-4Z|b_( z019;;bw}>TBiDq*VHa1*=@HD@N}4q}dB|H|UrNpoG+tyGG7mBd&)`NVg!K3LI=nEm-5;CUI}R}cQ`FY_xH#5 zj}~f-nV2Na7KkvC;f0 zWmE{f>Pm+z1FxcaQ&E?Zj~i2>bcz+`@73c0{9LL7YxN(039}*lugQunjYH zDEp*AktU~FE~C}JHv>!<-QiZRURt;F{BQPK5sY^f6~oM~2L(+z{7SuDXge-z z@-v~OOIezvcC7A2rdA1$$Mz!s=d^pVJpAT=GPrTZT6t^Qrdwl)YA&N+zn?O7#$sjd zH|x!1av8F_joBD)2rM+~y2R|cdPB^4@%!=7!C6AWA6*`w($e0<#N3jRkgXVo zmOd)F!kVjWijr^48S+@Es$BoU#VGC^CLc9|yEZfpwXlmA#MpEItgq;E#XiE^K@co%6j@Xx)NBjFtGRe0~9$PD; z$>@u>Ix`+#OjAm{8%lkZR@j;`Qes^p&C2IsNx0l`UN-wlPMn0>wWd%S4l%KJ$v(%T zYD<*pmWbTPK|zC@destOuj$SYH_HZ2cGo5kw+C(LOgB)A&f>QtnVrfh4|gXcRSQk- zBMY8si@&L$K%i6ZINrjM{0Vlnx!Au^zEbG1V?EQ6tbB5O4 zThD8Y>Z(?8TiZcRVn$p2asW&*s+dy?gg2JETw8u3wK9UoL&YBe9=A0F|sqoXp<41`*7X?@pRRTzx}nc**JM-(`DospTe2@9%BQs^;lRetE)G zGGtHm`EK;YMu#+ql$4a(io;?bzo(~X>CyIJVozXTpz0TO{s<=VnQzsGO(F3S4=Y{m zekMyNXYbH}&9U{R;K+OeFR0w=(E^Kqe|^#M@1J1s-dLRq=K||tF?hxmECKT z&B2k89RyGMNvbVN1`D;5A9swy!$LDL-S5tN94}x>YSEi(+z>#5c>kx*pQkfN5=cpx z78c%5y9YMBPKR5T#VljBaV!lKrNZU=tCJEE+I)^TSfmbDZ}MoD$|Q<8#qk-)-s)&t z8Z0p?8Fbs~R$E)+x8KV*XqfwxNg?!}#K-5P{#ihfmU^k}1r)>ptgynT8akJ%wuuL~ zxV4JIt~}1l_uR8juiYL!Iqo&9cppDMSv+Wc@#@uZJ)fg!h?-$r>B`A7_5MUd&VyE> zQZYda-oNQ;Wv|(e$rM`;|9HcGudmRQ4A%GAYOwfle<2SgXgx&B!oo81Gck178qA#J zPefyXaT@EgRbuTlz#}3;>q|t#Gqf59TgBHO_-3ZGkggbyU5i5|@oI8kPHsKwCyM%c zX{iX@_MWyjBJ9o*8@)8ec-i+tR&%|1ET%sb48Vi` zsgOO!4*v`X(%b>z`51S9XY$R)zamH z$^T@k28ucTeJW;hw7)gql}@%&eZWJ*qn!dCa=6++)&@?Ok#RYlxt5jH|Bfk&sBWan zqhN69QJ!uht9-~)2_c)21pct5Ox1MP!?kAQ3ev~B7vBrpTsnW=mq(|3?wDmw^Wv?r z6tz5EVp=|5*z35hNSu%rJ;ZZ6LT$){-0JzhySuId#B}xWI5faR!s)O7So4s-eS2fT zBCi0#0v-u{W4Y6U`nPAVyA;{xO*)d=b4o^j6n046+gTpgD7MrnZcdc+5K6rjKGDqL z^K^Br&T`;eFp>nGw!C?Nzy}ZJb<+pO*DKuAM9JR!oDUy9L~-kszh#zmUxh zcJz}A=CM3FKjsc!^GI^f6ybk_H+}E+yq%_O$mwRkHX*;gG}w$-Xg1Mhw^{o5#)Ajv zI5{~X9{Z1aAB58hm^>&jl!vfTbG*+5@&5dU3x0pQvnN+pIv|!7sB=TSi7;x8;D6S6 zUPV2rU-e($@)wu;{{&5b@$tF6 ziiyFT9PdcW-n?mJ?)?BBAb(`T_*h=e@ki}4`}hF;4QfJPx7C`Hqew!kD+m&R%wE4z zbE34jKHbjKKnbs&qo*gN)l13G&-aupZZ|Ok=lfOp^`oQ7;0nf! zHxt}Ogm1~o4Fz!MmQ(hQ1%D8cp6`N9??lHDP=~H5C<<24qf0*g7shP#(vg(-9&`0) z2a$}UqabytKO_h79K8a=ru%w7b01|Qpr-ZPh;@m8)89vbdvZd%%|E-YO?eAElr0uT zS%gty{rkl*NT{YsZUILJI}{WYH{nDEg@rwB3ZaVM-kXY2&d{k40v~SM+=uX81`+J? z!;fbmEgJ!nXiF52wV(d++O?g1L(8Tr8kdM#B?`UI6H#|LN0$V`Vy?RtlKgoI)Mf1n|n!cu4j zpFOxW7ZMgW)mLC7aj;mZ&K(n07|7zaiEfR#YE<_ecN6dxL^jnLZ?6%r9Ua7AurdMM zk}`+c--V{i?%RtkV6z0>gPHd>L6MQBfZ+r!`(7c*>8tTQ1d~A;Ni1H1BknN!v)yq~ z%4>gURRACJgA=E3a zh`X-pzq@YX+_29kfb5h%xxv73;(N=*3s`t0*S1^!il90qj4WfLCWohF{!~|2BN?l5 z4a2}F?Jd!2Mam>5H&|@t2Dl1LO$K0`9cv)0FN*I3gZH-<3LR#Zbls+-wSDkV5PuCP8iN&+ zr4p+=cI=y(TpoPBO9c=&t{}YKWD@dXip^-XXqIvUQj`Sk@#s8fmABu%tSPt=Uz07$ zXnQCk)fB4w#na8RzCPEd@?NZU`4E7pu9O=%#|NV)CVTs(c9XCxUf>J#yKy2o%+9Z#Z+P}W@F~`e~v!8s15~S>yxR$^LIiM$yU7*sytE;QqTPV58%G2(_cy!pTo8Li8>XN5#k9+v(o~=0HgrkS6cX(n!2}CGP=85v4WaZu`972 zCOCVx#V*|59|;O^ydtzbx^4YN?e7?wt}ShJl)>{cJA1ZQTG!S#_pbFwr6^KI?yio< z>sGj~vEtwn>-XmB&_xbcxNI!s)uI6<^7HPX5H zwCm+l+F;Y2bnfO=#1NPrzGP`H%4tSHIJopJj6 zr)6!{&gxw2k|_$K$lSY~1t3R|Nz73n;9Y{0*E_&)vavoJGOBgK;Ah;_-{<2KdU8H^ zx=miQePY_mO+C5wBqz+{P*yg@*TkO|jui>LV9Kp*kHsUI$1KP&h1n{ygg7 zdP9%n%1GjE7O%JPu#L-itkGu5@DW9*faMyi zcK7Qy=P~O=Mk}AClZD#*a(%mVv|<4!@fl%=)3Wn?`S zDSaFltLq*Nw^vEMMe?^duj8w6YhRfI2h^o!^vCOQ&*1v6`kc7vrMZJirJg^34saC> zp2#X95(ib|ZwMvt1kLK?Uu?%F2p3&b{iNj=KaE7ldtUUfnjJajcw0t(6mjC2REZe>t=% z^K&`FpdkRVT<797#qLa14ye`fkGJxCj0fxF?UhamGi_ZUhWgoEDRr<<(cJ$RI?bAk z|5w~myCHv!Je%o%6Kkc3r6PR=IL=GuU#)w2jD{naFblX~>US9#8Hx)=hKBj-+}cok z=#6k(yY>b=Vz#y5t4gK{J5*s$^qXmVXVF-;KwbRFR*M8TtFNzrHt>y8&vUKGX$J{+ znHq(co@7TuxcCa#KsM_Mz;jj}Qu9B)nDFr=kK8Xcv&=?1lNh)w6}FDX-Me?InOdz& zqGDoVY?>*0C(u}sLf6Asq?4esEVLRFTCUpBh0?4MIEjSmZRF5FbW4ZFu{cx~1vS~n zj~{pE(~}9y?9u2ljoF_!RDN%j+_`(LSfGm|*;5v(^|QpppHx2IRZNoTpWiAO^?nb@ z0-@nl(};n5ff76n>NJ!6&3SchYN(5VscB!A6m$O4*jJGEyTZi=_UJkh%z+9D5C5!D zXmSP@_u&UwT&Tt5CPszt+`4tk9$1ScukHS@Nu0L#!jV8#6xdJSg}cb>>z^+uD1db3 z@b?dA`VNzXD_{G&>#ZG;_Xy)}pQ!~%&{^%}k@YzH*4E!{I&o)i`4GzSik0eC`va&U zyNa!}l0240p#-57Fd>F=aH3s!lzZxjyxf_vc~1%ohwV~NQPbv1IY`>m}Y}g(*C*HXtEy0JjHhhXF=N=zTbu)UGc?_L&oW4u8z#40iG0k|z|HY?m(m zhOot5(hmjZ%>ZIM&0a{sPrj%>q-75Y`hNWsrL6D7wZA_=HCdMqH-(-ff3q=}t6TMs zwU^SOWH2#FIsTge!E!~UnywqJFND@YAS2-FIx1l?>kkk_YRu z=C{jOSXgK9@hO;@y&K#$i!ECKn+YWC07`{8|8(f4IwTL1wzwNW1jdOvTw=fbwzju7 zwzIQSvALw*vJ%qMABY!5IyK%$apEpK9g;hYsQ*G5n-?i)rueaJA%F>54ZQvIi7kYZ zvpzl9`z|EpuS44aMBj3%V$5{nuNhxUoTz?cZ-1?&rG>78f}9*RNfy>_(rQGM@R^0T zCUW7*AE}+$d8!-W3!#mWiW`7eCm31GWm(bIHowcm*o7>~uIKk|CH-~t z#c#vQ!xad!WdYte%?Q#uQWbMYCZAHqD9HYHnxk+sbiMbCtBU;f$NLMsz%k|z zF0pZNm?m6Cl^*UCExder#?#BI|C<>F99V=j0VbHweo6uCB=_s1{GI#vA)_>zon+Iw zeHW>ipPilkrXwqh{p;5+pmWZ5c>|5f3b_dq%bPcE61MN%y<2Zyv<@VL=#o*9rrBWe zRfJLkaQhS@(ihF5D}w{;gGF0Yk6;h6ym}^3BLOEbRt3F)&xe=WbKDeB!~_ImKp^9% z*iB*(;ut~oE+cLnUB%<$!ax4PL@_r?m~>#^Rs97Lcz_$ zB1qk)S5_jEll9VSHoBCtf!iggroIIm=r6W<-{masviu1!C7l5}1?m&W#lF`CM$IZ8 z<<0_Ybeq|I?gAu#C=>;CiSF6Bo^QO_!Q8Vf6?vN(K zmUT&dVp^Fv@w9wPfEM5Z*CLn}%YHHvJ!4;oDIK#Mb>lpZ}sm<_Xt!lz) zP>Qw4>w!QfWIZ$|i1{5r!tk}qlurkqyPuz5e9ytb0ZpG?3a*=_TFSo!i5ef!R@9-m zz>Io&S}*^$Q4&@rBbi@`V)^aSuIo{`IXk~ZCuB*B7#ub?oqTf00o>;_@NE--*fGt` zfq+~bc2^DF3EL<^i3gd11Xcoc)Y#W`QY8-Se#@=#JCmf>9GW=>1_ogOYXOeU z4$its&c}K=92{({t<@P8Jl$j3nUd}jokmyr29mM-jJc{M;=Xy=V`teI+@i6uu@i{h z+EO2+OrRT--e?o}qEitAk$wX@M~H_PTMfqix_MVlPFt zDmeg~utZ!4Q~cRyq13xc#Z~WzgAwt8gGNUzCPe-GdD!$D_79$W38RCts`Cw{+FaMJ zT}$nfEr*T7!LLZ`(n{GZv!S8kSFdCwoq#Jc^c31pKcpA@K6GQ^r})ZKAnW>6=vu*JX!@Y(3H+zaK)XITVm7xj_Qn-<& z{>$}HvX~!5LN7u#`|%F<`fX273FNVXGkwu6`@Lw-mh38r5RogCjBOD1fhOU770(Veu)>`?7dSaHADHA`R@}}` z6H&T*7s7Ah0DjrYktic6)O?N5Ik^m}8sj5$+L{ZZ6bo&V?f+^lYClEL9Kpo(YR6WD z5h2V{Qc^tM6ZJj*^qCIF0Ebb0rnb2muH<%dM8)+aY;|=NJEKkDv^C5LOd=41ntnQX z#r>8@n`@^1y~mJo?Y-DBKm4$17VmsC^^C^Si^`+p!=odonH9X#5=RhvNa{9%1vWf; z`}=R+y$k6!-zr5tE4jHJ+~teX`|_m2oW*r}rGv_K**)Ag%Fovvpj^3O*misIf*E`ksr8K7vaN%<__}9&4RNidte^)pOGtQm$heBU2;CL8HvAU`2W#RpTMi}I=A#6Er5z@d#;Q`Fv2PXG3>53FxVIs z(Z9G6IuvyJr_jM-k`dPib!KsDL!-P(A;Xt;=6u}5&dYz!cfJugH4@L_y762$(W3M2 ztn~Qj*pwSDxbn#8r&7!xD=7FnEwp8;4uzgxi^yY5es`MYvKIA-xA?|Fb@l4u1_tW& zS8r5Gw}L%X5RbNdsONoFz=XDSrG||C?$aurm63DIq%|i=g&w%_r|zrW=})xUXM|ag zQkESo?zgchsxR!IZ>6{-qp4Zf%dvbPDUBL&C65FdrAbRhNhvr+Tn~JXh(f6Sj}8pF zv!3TE5550qZyLqK)K{@tSkz0;$;w(+Dy!2T9*knvOYO#NDJ{b%M*g|q_m(J3zl862 z!-qRj2`dL}0_SK6MtuO6&?tIM(EanCmkn4)2MsJfG7SNIhK=n@dTGR)OBURbEXgNZ z!LtuecZOc6!nf$5HC?0TdFku>UK*2cfcZS>v=HX^LH_GUgnF95CS`hl;bz!$ukMS1 zA_td*E04plQtRf>+;6B(JtC@qsWY97?UHOLHJ_{PNW@M(5vC(jI$+eh)x>?Q|`Q zLUyd48ze6S>JRrY>_e3qdMpD)0vMbGK~5iY%8t_;8Gh8M$aUO~k;(<7Uu4ulZEZtwlGcVh!wMzBKJPa>=eYD0PHTLnyI zJw1<^w1$$Q+JP*v@kdp8ZP;bBz@P!oQiuV8D*XIwHayms_9p?Ss9ldH3^=?OppSrrtDU6pPdmODT>L+gsh z(G8Ba((!(4>Cl2LEsn6uqB`HoUOh`3W;dHg(6m1w()+3n1gCoj9wp{{!F#cRjH zY=^gM4ym7*St1T_wVbbfrV%XEp)W)o7SG^{miCi}FCCre77yE=m?m$H z_nUgfi~PFb=y=83dNt4I#__TClDGk0Xv4T|oQ|Bg`+5t<9$*eAUfYGf8#kF0LQuH@ zyce|F6k`U%7)9SaOuc2SS>w892+bM?okCFN1n%yl@JP(>cvePdWatG)jKpS7va#<$ z3xW(g|7nZ)mnR2KCCWu^Y?Q+Lpgr|c}Ce+PsJk6BM zR49B>#_y)dUKqe88QNv*_g6+C6&@ZQLLee5^pwmN@TI!)XbdWdy<^<35b^u+{UH30 zudF2JH9O<}2l+2|bPvqg%9L1Fdv3>*6BNe^%nDFCo7O@K@ypM3#4jlYfUi3?Rr1-9?EZGFqm3pNsKOCn7F{cpK zbR|1z28LNd$=1HQY4FPr(foKHxs$R;wE-nN*I&p1DKypR;hMb%PbXHb3yD;k+ z4?9zCjQ2kHc!ro(AHt8`?h0>i(?#qt;21&WfG{@zKujcJ;B*w+hxR*1-aDe%!@UiO zIw_(nyH$qEc`;#$_udbBs z>PXAQpGcdb^kcG5z-C3{CFOuY8{raW-`OOAv|z2W-xxnDvFc_gbNGw~=7~2^B_%Bkn?<$UDJ6LLC`_@`a9AkoNpz|A+PPtVMKRvc`MTk0PwTbk+qh?r-xTh>V3tg= zP%Gs6F#v%|denpLXQDs}HK*r4mzvv~9q-i}@6j3$7jDbFs^)IK0+izNvCY?0RjjgI{0xeT5m{->)m`9ulf6i|)=yuo2VZCzMN;3 zben7MZ|w+Id>lGU;_rtOKD{;>uFsWpnsp_V3|Y^d*`=WB4sL9G?iTq1-=L4r$gTcN zhDM?ONP0do{h1p#RwpA@yVXq8F5;ekX6n-CH2Oj>?P^Qnj0ErPwnR{a9qrS#F8>bI zuvbP*HFYVRg$xp|d?-)}W0Mz7-jOnyZ$2H#$11iFuAt{sU|x@=LZdku2TK|<9%9zt z+sOJ8fe=R*B#~cW)s%m%TC1j4_a_sxo*??*>!-3U z%1<?auP32*L0nfC7|v___UhdbqvOV{lbM;Zw!r^LOKY}a`x@GFY+5DjTtqM zrA88NSAAMNy{>kXb>Q5y)Qy{kCVWqW`l;f%F3;ViWtJW(735j|=P_SVO{?wIW2o|) z?ZDU5E9AO1T6043;lpZ|a=uA8Sj_v>Vta#0lB?^jnDuXF56ZrlZIy-?HbL2QEv7jf zPH79v=_!@5zqa`omy@&e0}jA2XZc*?RsGbPZNj56mS5mXx~Dx(ed3L;rjh*3D;_I! zlVdGZ(?4|LNo@{Y9V}i~o*v`8op#~X{RPZ=#fohFwV9sDtR#=01ejzW>zBrMddQ6? zx{vpX+;;-L2~HBL&Hgk|n<~$G{DMa(Y2Ih*k5-4;Aou{_t$?(Wrnl*c%lzHy)?s@(lpaM+{u>Xp8=r2WR}yRr|D#fcf8 zai8qebY{E;BWEimrraVawH^QA^>#w)pLKuwe8W+&vAIF|*lwCTW=Mi1nM?9{x+1@c z3VP>MRiQiCE^N?sY4Xj=b6gC&eoGaz})>m`#gD(3{REoQk z!@}AbEG$09i~{JJVLJIHm{0FC*>BmI9sA3o=stt%`kg|qb;d|((x%Xcyqfy;X|R## zsg0Oz7S;QzhY7AY%+OY;v-?nTVnbI2a-a=y!NuHD7n8W9&A8ZyRpG3oQSvm{pWi5K z`d4bWM-Q8i{Ykg8tD~&)rXX>u1|Ym{_j{o_GU+&-@Sz|;xIom|fw&2H z=DR@S1&4%8K*LUWXaySnX+V>x=R5&5Nh{DGgda2khIKd$TCL8dV%A@to#|l}o`KE^ zNS7qG{-{Ei)&)=y7I2p!-~g3ln{%>F%~1@{vPh50d3os0qeqmW-h#ZM?5|!1Ro$!t zi^*)4@_4LXTaJ8g2Y>6B@86INs@mYe(LW@MC6SA(Mgj{?}m>SP?PZwMH`? zklz8%B42y}L~4|0x3=(EpAK)U!hV3WZk(b~o0HQ!b~^q8v&Rxu;Q-?9+{az*sB;#Q z_|TubFU}~`R&ScTS77_$MXa9EXV1MMru6fJv*yY1bP_zMw9lXUL8Gx;ePI3fPiEAT zbGlOEN5%MSN((>UayCHo@#`=mLJ6b4ex(aE5WN(Pj0p!H^ANfd*Irxg!@n%wtW@>k zSM1KYfWan=cSB3m8m``h3wBMT21^4j8yg+$bP~I?UI)hs=|)s?2f${$U1@d{=0T$% zN!F4{AJzi7p>S^{`=kU~vZH?rlHC7tdhgG3fRtpTP!1J9#gKUv`fn!GV;FY<6?LOKAZ#llNU+U5gJulub@c8)sHkQ{&@zG|u(ir~kjDC_x{)Z#{p3AI>?NTTMVoVPtgRY;@#@^Pu3P+m<^~ zD6X#OFZCpToLqs+fpLwS0=^td3HpG1-O2-(Gt-j{fha?|?m$bM3^l8Ld-f36VUSU* zBbrF)BcNPo;!Qz@jvK|HJmZJYtPd(cqzwjL5aE?@a`bELY1`U+ygKnthTqSn_GWgB zreDt`W!zf0Szzd|ms+y$8yD2QBA$J5K5m`o3%TB8$9v=D-+wOz7rCn3jP!({vICX5 z3Os_a=HH+12^0s1hE4)cN!PLRFDD5F;XPmqL7Pd(_2f&bbu%0E+^4I>XLbdY>=6Nmeh3{s#olRg=S9~BBN4_325S(1 zMVaY^hfWGxZ&>uaJ$l?ZrABNUR3>}lJH5)$~8~ZRg@gq} z<{_0shgKZ733pv{BKH~f{M9K;igR!MG{Qp=NJmlU57ofmLU zpiML6b8-YNJpoXNA_O}KOd*i6z{wG+kbtY)vE&xCAx&4hF{}bm5FaiRE^*)vHnNXm$$)#VqG!bEGLKoJ?XlSXnQrSJ7)0J>PXLJ+Pkq zYEx!!qQ>sVZyEOsYbumif5*Bo8x5BLxh?GDX4)3A1JI;jdc?-cYNDBs`uH*If*!Ny zxt_ehiKh14yX#rzkLP;Y)sy(@hBO;-vGqYlckO-)9;7Ed6(Aufu8^bAg^EeUUi-AF z6G zd>Lf4qD$kVdq|LLqD8v1$BN|KVDDnqr}NisNbkR+y;-lAY#l~&*aUPBTA}haHbt2 zXt2;jC+X89?l^}+qcMj+3r*s6!d8I|8YfUtV6`*;9@mnmJsm z72VmUic4v$vsH&j;r%yiY1cWfcMrK&hR@-JVSUzPjPWQq z*evtpNX=Jc@RGKkJeDE*P&=(!j${BDF8o%saX{Xn^kD!8wBDc?XmM?~E-3`nk$KM- zvnRlQy-}WNe{l?VlN590Gw~xJyjF3=4)?+ZzGtuana6h5Fpup1Qa=z;B=Q9c0yj*+ zx6q{BzI=$`+&LL&LB)N}y}`hC^+`Gn#f(%96&~*ds-)r5xYx zGXO#(O*`V30G=NO+MlPuWKi}hjX^;rW&mxX ztf65To$RNvvc}+DIF8VUxjQj20lf)3cPoGcmmagTvI;M(8@o=S)ysaXZMt#y@WWaH0pnGv0%71*N#OKsk!&YgiO@`X?Ryl+(vQGSP^zBNE*9sNplSD0# z)+7V8z!{sJZH6H(PL)pt5T8xzU!J|B2JuGNe(v0mm+;~UiSZ9wqr>Yq*3OS7B6MBr zcFP2g}lJO7+dfmOZZ|$3MYvtIEp&orv|K8+w9&8NChEh-@qL4`h z01Aj=1oSYO`1wIWp_*mnP?1iuESR*1&B9oZPIM_~Sg!@vSg^Cx4RWGp5;L(n|B;VF z>kXea_Qmysz@Q+D3U~982quFT^7~7dCae{!@H;_{(UYU)aD3<{(0UI2n(>{;FWTM? zqy*iaqUa^|`LBwVA5`GIM(!N1fSt94u5BUmfdyNUFuQ>ypApyNA&1rDgLl1ZjXLqn zC>XPP3_WBF+#XT!LX%brLI}T_`IXHjqNq!B9eO@G8~Y)p;$0^zJ;0@*K+7C7omF!m zSVib5R}5P}F@t%>m38CP!se{UV+%wpRq2_-auR+JWwZ0DuT`7@lfn?sEsjXYZ~>$0 z<$qjxSeH9CQGFlfi3;z*+AIvK{YCCc!CDwVJ!R|nK_UFqSO!$OvP-XW9$AynbF4JV?VwiYa2 ztv%Ow=N$vUCoT!Wt^vSD*~U+CjT-N&exS)+!`t6~kSDr$*qvw7wvfHbF%hpQjRWGp zUy2LRtd*CML4mf%;9z^{(j#`(3Ac%fTy5QZB_6^r17sD6iCIWFIWbk0pUWOM^xp$ zWlv8E;oE-YT_`u}#Izy<9%kIO6ZAJA%m7!L;x$1$vFv z%nXulXKG+SjCOJHFA4t) zZTiJQQ|Iff6XuHII3Pr4S^s^H*O<@;1*&LXP~WnGcE|5*bZ}6~J;j&4D4&lX#YEc` z#z<9EAcJ3E#dhBotk?VXv9qS8AKt{pe-*XdUl<5t0FwiEn3L?Q@^HEEgpGBg`puiM zoRSpH>vO$i-UlSsWlgj_(|!D|(^RDoN5!(c<18M_NhF(Lt%Bg|6Fjf}YTYzNI%IBP za?%P~x1jcTkgF{U!a4;1E^h$2!4ifAGDf~)3Ur6*fTXW;1yjuevB>no!aZ|y z^N7gUxHtuX+Vg`YykwG_4gMy1=pp(b znhU6Fmn}=~D=9e>ra^Q;^;rs83TajMM0-~rO66uFG98YRU(ep0jJ67Ce+W)js{3Xp zRk;yC795PB%|xR~p)ykH&5a17ldxCG<|@uR@4D_nDN*5td&IQW*s*A$!Pxt=ZU*ar zk9qZ5JB-z00e@c#B6I~MB@-B~0HNnA7)VM2&8l%(2Ow3tQ{@%F8m(+e7jSYJS`H2X8L71Rd*N2L-+2|qtNghqJ4ai)zO zrc4jFnWTs*IQGBl`{BNC7n$6N^!c>*`<~f1tA+Et6zpZP2ZS#;d~Vkj4ywTlK+$zK zhI_snt8=r=SEmJ;B}RKV?UY(TS#09g@$r8Y#fA)d)=CB?HYeV+!lcx^cn6~#lA6UY zWAy@Ju6pIGuS>bUh+h(TkzVqP0=fJ{<%3H5n^>z?;H-QEiGoS&1yJJv>R)yA#4 zZG(fkOoy}5wuxF%@^bb~M%ZI8GK@(5uO+dF+P?(t+e6SvU3v25`|5ausNKXFn0G@V zbCk$fBm~x|w{H=3G@?fXA)GMCSgbFCEhyLU#q5qN?>7WZ0qs* zALvgf5&ew4xfuHOVX<*2`VcYz#6jq{VQhJv7T#&S4|0`?JnIW$L+w22R=8|JlJv>p zh6McLYDWisry>nR@9KI{RUZ$i&n`eztXmy_P*q;G6YT!z0z|1TD?9LBC*t;c z9P0AK6-T#6xzo0^v95YvRNjZb)M?J?xAm>n6G4%e2^ob3(F$;$cNXW?vp!QJ=@I61 z;|8BTikJbfWW?Osi*=$3Ar99y%&&OvUZ~urKU@zj$W=hoikwUGq86Mk4T?iZbGBqQ zjs~D6MZ9lE&@P0~1OgYIo*Y2V-j<^*$Ce08w*s?HHF2S7!$Mxe+9al2<+J|W1E3&R ze+T2qHTokg^3-oVpSmv^d}ibcqDEg}>^aGYnc0U?P`)&%^a@aeuWOo`K<|&Ct8%Px zx%n)kK>I7(qb~$BJhcoqwcpHEXOl4&(O2q1d1W01pYj`h3JSW1u(@>vKL1gEeCKiq zz{8V0InKAez{WgrgO?;z$AvD_M6Q~XBDL{vS32)Dpm1DDk_cShuFv3t`T?A9U zL;BiA#fp7#UXx0GQE(6?(jQxUMjFU}d86CFra6MEp%@b1MdYuv&f<&`bBx>0%Yp$` zWigRtf3k4H>FFY0oikdLLZfX`;7-<@?6})Y4x}Cx&UK&f#g~u}_?A26y{x(w9yWX9 zhFWodLF%eG4VoWOWt3L7#u{`m&*qo75b@Db(& zE5GJ?dtH9QeKK-Wu8|5@>#3+i(%ZS0I8;At2Fg4AU}bJx znb)4Lx@;Yn6Atid6GFmXhSCV+?X2;O8EG?Z|LqlCo}@s(t_QMvqMng7zu$ga;ZDn5 zahd2$f1zmh-h}+>PKSG6^w`+*qe_7Jh`68d;b`?a+PIDUn8zJzY9+4x5{IkdfjYo6 zZNN4tKMq%HcoXaCO%iMAGGk#0*L0j5;~O=PlvdMUr#uGTADjUNW>Lm-6j6m%97=-N zD%LmOB`4eQCep!IMra_amR=a@d~=T!-*b<>^6(nWyZ_uS+tHo$7J+*R#5?lbXsq%& z$U)C&mI&1+cbhxQo z_pW{jdRcCkT9r}E`FSAw%;(QbSF^6>>V9s``6$1YRUATH@VM#NVd_ zN*|wupKKSS2rfyrv@PtpdNN-#HIZ^lR{WDa>-lrGQ?jq{cK9wkduH>`pS2cwSiF@f z#iWJPUQf#&)1zN6>7&@L_+Py3yEB4AeN`oL%f0C1PV&j4iYKUTbVMog7Axc}b(yNQ zyKA+Fd%krk#jK#g*B=rodLeH>d|OWL(L+8IxrXhr#A+RW?PC95Z%@?fAJy8IXJt}v z4fFsE+)SZG1;aoBZkz<&?%~Gsg}sldk7+G`$qo(xl>Fk4^@>2oU5w8uOU!!Yk(Jdz z#=(fZyqOjQ8vVM6AN5A3^@mETR}=?MZ*FFB+Wp6?p}`M(55dy?^msB~@AdcBe$lux zr&F0RKre_I@nH#y?6oc-VP*Xo=!f-+xx7uWwxQvy4CC+L_AGy|^jAt0eRMf=g&tD( zlk^D9?!l70@+zX&72>a=qC!DYTUz1LRnExDnr(z)tI+2|NgtgFW6ECc#Yg%1{gv`Q zI>=@aqkwx8!M)8`YeT5acYu|Aq!oRoHjckm`WUOU%uI^~mQGEJYB9;tBda_TT0J>V zc3+&vtz5(7vy9t+2mMW5*jRgiHIwTslm4*SR$n^_tr#Wk^}FH6$i~Fs;&cZ)*_k88 zt$&O-IP^QuUnitJmttiFCF%58ob!)en=cu-J=gc0f!;p~LG6V7bBfL{V*cTXxlOnaY0 ze>lB56&8-Z=%?xMH?4&hy}qCz+uc+h>$%#!-AHkTxY#=9pEto0qCJFdu)ET*SbT^- zrDqrS$MMKC&eVlK*EgbfvAWeU6;`In0d3cztkG6BVruqmxk};Isck z==0%&dGtz>WNnmk%*v|i&~4C&>y0hvI$bwzVBS}dd)jJga)wVp0G<+h4yG9=CMQ?+ z_W@sj05z#A@+A~7`bGm?n+9JjoO9>S`2tHQ^)h5h`ECfI17=|dRV4X7J$-+m8Nct_ zSpYvGPIrsCvp!p|txtsdrnVmz0}E-^YI1xhJUm?9($X>$h8{4)K(FD${Cf=+2v`Mc zfxBG;`j8J5M!O}3kj$Z56<{i3zm%H@axqx-31$8Arcb6cFhCXe-JPU z@kP*HA(@|_FLhd=9vT`7spJqBXXx+mPivm{xq7F)y?Q(RgsH&O{NQ8PfwT+hql|Sf#Qr4v17%6uI7^$ zjO%1P%6!vZ-LW+2j#9=(A!F~Q9AA1&$+}>UpF*Y{VI7*-jAI3xG|0aQ5HL-%3-RH5fu}#0E zQOJ}J2(1m=6Oxi5piRgMBXGL9x=*sN3KWhla3r~6kBqpGDH&hoz!&kL7V&rz_~+5q zY=5DQdDhR(ts)DuYC*t$LeB>N5aL>J3k%bLS>@sSV^g1wX4R3 zurN6ll{XrL06NihbQ+5u;E7{~;~xb%I5@Ho?KL&oJ$CacBqY1bjt>81sav$R;_zsr zR8&Kym%smLT39l6(=G6nkG`_G93eCte+i-fwz<%$kK)neA+YDllqi{f0BG=_DiCsUJMLbT&!NzWD7)mtAb9bV`ZVgFJrmy4XoGLHR z>V?Dmu>Wg3>KSj$Rjz@VS+&Cqog7UW{quq~xw%iSUiY%9#1vR*bweqtHPb5sXY#cu zUM=BFQLpcloVMHRAsXMbm;Ypaj;PO0xX6mKu~{+)8RXa7#J*H*zF0DaCYov>A(Nwu zAGXGYfF$=c50Vt5qeWtfe+Js@TI9KJfJbGu7`yH}eMYSXZt$z29;F^(8_kV=9sSg# zzNG=j4rSlSbpxKax3MqQ zD|k!mL=(tm(*h$T-BCpr+0Iu^ptySeV!ZD&(L3ct!e$KwBkgtfKCy$y`tvBEP_f9dtAPwSNfoMtN$#rxU5n+-yAJJ$RPei_jZ!3 z2LBkq*AARx&aF>b>$nx}TPq`z&h@^0$uEe|!vE%o-~TG@yyLO%-@kumry@#3sFRk8 zC=nSIQdY{I4avyLCZk*;BV2{bPWE0YnaL;#W$%n+WskD%*Qf9IzW=!Yxc~UwJs#Kf zcywKy=jZbt$NM;r_wjljl;t5j(hiGjF(P}*U4%OY|9*y3rUCVj23q5K3I=X|6GuBW z9>uVqcG5UXr@xO$&@!eT|2LF+qCM{M`{I%<_+UE5kub%u?&1{pXm2m#GYiba45xl& zx<@O$AO&)y#a}<)pHtKPfKj1s)0my~wYMgXwF%HUSI56GT^jw?VrCfiWp+fwf<3lP zw?uc*mzerbg>~Wgo#&cO`f_ekPX?cPh>d|{*;Q5l_6} zC)(LM7P{9vre2{o=`-MzBl9)(p4M^txjp!~_V#l6BgN#m({{Nwvbi=%0phF|*&IJ< z<lD?&=0N=jS*Yea# zHsM=}ZWt96Nxx`kKF3z+OP89iITf;e{QkYXw`Bj+)0uADu@{x&ZO7V-B1?}I|9P#- zGp^Kk#k+zeFC)XK;x3tO7Ro+}i0+!MfR$ChH*2$r;b3)Vt5)ltJ>F zf|_+Y-+DB78zMI&wc{w&aDh9;mGkbOuuJ8{m*3(MPzju^e?gtDmy#&Csl1IoA@)EWnd$QHTPLucw$4{UCdE!GmKpIL+NEyAzSMn{Xg|GLtZL__* z9H&@vQ)yC+vGiN+$3_{Bm!4&&PKCJnu54qav(hO#EKZ~Qua%SRmDqcv zN}|PY1-BqJVQN|vw>cNMSRa+54GF7AAB+m+K4VT2F z!ny|%qAqIQrOtDNuN$FEYd4uHw-SACw&Jx&{MSL{-SeKr?*v@Rt9wx5UEWoAKgL6& z!m9G&gGF{>&-Jwy6GQ84hXtl4x9cQcGDUN~)r}i7?~eYoE6=_@_TsglWaqyzj6Dyx zCFj`i*!}wDnJ`*;-bd|cgcSE12c?43qNJXpl%~>lE&Dz(a%%8$VYn|H>6C>~S@OCv zd5or7P*7UlxAV%l0mJQ)2ca)?{+Ro9&2*nWN$ZIM{=_#oZ+OPIU#ZBN&fFnvo~mAq z7^jU{)w>3>NJV<*82-z?Y%TGz>+nyfskj--3kjE&cJV2^82Ht3HA>)!Lc!<)ib~D$ z1;mO5f?SwGc4Itq4d1>s6CMxPT|QM7{!1dOghnlm#>nXDuQzVGB?1B}lOrx`MGIqX zqa??ruRg$p`Ns^fBs5a{gum;-qM>}w-Osj<;?Yxx&H(~GK>49xU~u{1upL2&oZH) zTT)b1YEe$Q*2XU^ORr@WPJQ7*?A=@TTK*NJ?jrTO(#6i-R%c4xr0>r5H0UoIe~~fD z!>rZ5MrbKlVEjdm$3rekY*SWgs>TBQls@a8bjt-HyW}GNFUiG|x&8gIiS9i;Ep~RM zya&ViNq0NLYx%MGLMEA1uiviTS}?s&K&4=1IoZ4mx8=!(eY38EgDt0wJp$W@kLl7} z&~4xRN?)ACs39uv9%rnL-#h(xK874j5_Z@dM&e(;HuJNbFizG#5RGa+fs)O^126jKvWtnIe~w`HrQcy5O08^ZYGfAaJ0ni27MhKAu};qym)X91$0Kr( z7GA^8AHOW4T`^XX1BzZu8!J-RmaQL3kzcxgV3Kxm zy42}2|NM3{9izaxq;9=y9YVsLnobQpIt9&>x__2NO2&MBxwcd8mDuz9x7qM@o0Z_P zzq>K9IFjMDN=gbc9cKQox3K=*?c<4w&dw<$rVyB$ua!BbPkvh*{Kfl{Li%oQXWab> zuL@GScD&q5n1DcgbbX(pMg1x3*diHEBtJeSQuMPL-n$R_LO(8s;eeJy8G;QtP-F|V_eZ8}a3t>SNsQaRefb}}E)Y~|;jJtY$Mh{Pe1s{3Yj zHLs|Z@v>A*xB&&tHj4M}PaX?FZlhfh{-Qk}fCwh+EfIn@X%MU2NBlyA%ly~NT!{4% z?MZzWvS_RFFHcqHo6gYRqE}`x9jQ#4ZxW|*CoxIay-Ybt!^IMwtW;K_*D=m;{uJE@ zk)m;r2b`R`-FS1-EvM_cx}Uvs=UiUYWm$c^=dg)Y3wHY2+7xOwh~;7AbB9d&F*HOV zfDlLqq|{ebY(hCeHSYBM+zjR9;B|XlKhD+&Ba)dYTS2j6%-8qX;R+6ShQau zcB+Si6ni9}O=g`vr4E(E`-IJs_qMBJ+w;~|+KkWcb_2!jhI5+B<7t{L z{7e@fKcjst?i<9oeJ53l_73KquS(a=jhdF(`1zOSZ#Es%rdXT)e*Ce7*y7JkDXNse zuO^*~cK;LoMLlzPgh%T1ZUh-JrT$w`@emT6*7bG=1B7Nvm5hx&MbxD2j*e`9=I>wc zmyR|4_JB3KvTyG0hU4_64wns5*A&mnQvb;7+hR-#bwWqNaF>k=1@?AuC&)ZJN|Qv) z3E+SyBxS754H!6UFzmn&qY|;~E(cLD0A$+%d@CJ2eeSXw3Q2r`j$<`7%)YjXucLzQ z;anicbYC8Ai^JrDjouRLQ@`F%hvx@x*F&-VYDfC+ujkGkee6Pgr|V&Lo^i!wr|?zX zuo!NJ(p4e;oqr~{{*e^t$kfa%pZqd7rv9x>Sz9|ntZnjBs7+S`W1-(^%auRp*2iv_ zzqT+DbQU7TP7meH2(&*g?9J8TF4&2M%-#^atuRef$)Ye-t>XSB%IVwR5|eXGcZ{X$ zP)|KMsML_umg;>~P*Aihj&gRQe~O+d)Jj`h+v(Ta5$nO~ZBEY4ruvT$Oq?S19!Bl} zX&vbpNw?$RdH84LoTShK{t0BmsmDQAT9-wC5V34yp`rB-q~{a(oc=7 zhn6GCb0OkZR&%PQW-XT-d*|&$fB)V@vJ}v!a8vwT8ADc55pbsx6jopR-IlC=@k7NX z2oai-H}xRG$le3Zid_Ge-DRaiw_6Xag ztA1tvtI5=kZ=Sp83WhA|XyGg2=YE68Qj=KTX8;6W#bEd$3 zf+B_2E)`LUG4&6~ilPGS`^6~dz4<@B4;hu%jxOL@NUJzJe$->DWe)}Pgie#fKbe_h z=jPI;yS7Qpmw7Qh&sbv2UX#rASaMW$y}e^oV@JpCAc;jb)Vug3MZ3_Gt{rE~h77(K zIEw_a3-0ccP-c39a29$iWjLsUG|`hrVR(f(+s(D2q@7e=r_l3a|EXQRk2X`^%7$r9-1K7<7-@9+>{H<8KCG zfA%919SJB?Y2YuwK6nh%eFGPlwVywq%%FFlsbYnma2xP#Oe9p)OvOVv52jfKYP1D! zecBlbCL%Cpjkz3*H4EcrPpyV8*>?-x^{WnS`L!h{r+hFdO_i7LQ^lra1AWft&*3na zty_L9QB`%$Bpkg|C zvCZBTbWv;TL(c*(DJWE;T-pW<(&go4gv?x(7{?~COEZctJIHvht+defeF`ma&G-?2 znTtz$Q>)H%BOIrW zvJIPeg}viHbEt&tnIxyvkKHWO^ghyq13sqT_O-#+3Hy$zd`oLg8T0Q$6;UQ+Gj(s%c zv&s45Ab69;TUq`oZC0BbIe#8SNv%qOpGXvc20^>*Bep5|w_msj-ZN8>&qsS4=KaVQ~vT&}H-e+^B)$noCD3k@`9nv?;sz z&}6->^AmmijEgjW(c9+Wqk+tkZ==l&oW&n8)Jzh4F<$STp6JJ#&`YFngNJx}xNI69Bv0g{&Ga_op?cB)>v;*9s7`p?=BRetRX1rGuT6kb`XnVC zv=fU`Z;1MD`dV0+g-BmZI69aAHwB(Gkhee>H5D01U6fFX@xG!$GV9?WT|cF@wYBu+ z%a@VU@zi4j_7P##GDYc75H@DfBbj|-((LI0*ysSBi`G$3@aKN zBk@gcEc5XAP*Y>B|G32hY9f5799|+gJlqEb_8edriQZd2-rdtvz&~}Lnwt7Lz%V(qCv{|B_i9aex*JrV=Mt{3TW@K#fI5%>)@CliD-dM;`{9F3hC=QOa0WoU`KR^P z)8`=IDs;ZKNVDI~sC47TO9Hfe<2V~$(hRUmesHuz%>9Fc!XXSdQwy=j4bCHjtZ)?T zMihvcw<`8Jk8lR2=1N3T98l_cV?#;mA0JP%+20x-6BC5{1v0MXP%xttep8(oedz9+ zQ2dvnaCk>e5cdV}i3q$fKAOCLzwG$G=|2FBlEvW9V32?~=7!j$DqTA-pFd4;XlSS( zVv_TK2E~0F&F8N%BdBfZx`hmoh*Od#x(W$~mfW2?>D8gy7Yq!zX6NR z#d-GaJ3Bs`ZidbD#(ho9z-4rQhC)s%wi%Cv1OYc{9ABu#QU}|{ml$U(8z&bRvXBrn zAg$71MO_Ap?H*_fxFh5MS}~u$!NEj=>SC2wpvtDQKVxa2cpn8VS10_2Is%%zSbZJX zQQ#%(fHE)yhg~Q977M(AfvG706ri3c=;+)z9ffuKp{}mZIB_N_GLlzF=xe$KPzGNi z_V!QXm5JTi^ucTBTOnMT$CDE7Qm8U*`L-Jo|w4vr>wb#%XKSuZ8>CHGcB5i zrg|M-T?OW>1o-nLK+er!SVTm`0W|vs2ZvMhE+r3HbYcn%MF1VQ8ThangXjn80Ga12 zaR-Y_vvgJ2TZ4cAEMxq$L3F?m6k(39LqGPj=bZ?NK#7S0rvx;f$%*(k=xsqqggc)< zE51rf;sI(ErL5y4+`rCpL`r~ot<3p=X)fVhSOQK_lumC)_uY{5}c8TPw1 znn0{Xfi4Lb&BB~mWEa4)%5j`Bh}hym3JwXm59Jkk?_TNgE9oz>lw~bTU?T(}&@oq2 z?RbWk3!wKjq0p3g%=Gl50EBMLWwebWNIjXFJn;r;7(5cl8d|`gqT)ZF|D&-rRd(dZ z+S=nBrlJ7rqV#?Xq!-{#DO7$+zX{&G7D6%i-@~j}KSbd<$rJSG%KCbx!7;AxXM#7k zb8rwhj^AN*h@S+#I|mZF423*;6_o~Zn|aZ@ckrzEPT6vfpdRw?IY3K02yy}&;EXt7 zAe@Z1H`Nflw`@(Y6qey_PNP2u=f+Ck#&O#pis&qIb^L33^|j;IP$G@m{OlCnWwwQ% zO_bd3%lmL~?M>Lajyzgi&&y&fW1!8zc-_Wyme^OAQYaefu_4gbAf`2;gCS!i_G32$ zjwl-XyNSN0zrWH)s)ZY!&tK1n>rnwfjt3?tj^a8z6xWy^aY_@`qN7vT6La~mrzgqA z!66J#KlvR<&K;zV!o{l21EAH$-s}GI&g~pPvDB-u!t}f~fKZ43rV%=L^r>7|FWC9l-&#l#qr;l+%EH z!T}mt>C~J*9q1o{5RPy^dh`g)X*xWDDnf1I1{p=P!mcIp@jUKmKa*})wq9D6BpitD zIWURmFrV2T8}6%99vkNYBZs)x2Ns}vzKBRXK?hq2vq$Vj6sJ-Xc?}TGPNo~^BH$+& zb2A`CgpV!(yn7z`q8TX8!bX?&rB0vh^?O{K2v~|d>HtC<2BRCW{}NwA)N&D@S=G^@ z4Uc0Og631M4ano|!yoKSGE!>27hB6M+!!JlY&}X=qWMeEZE>sKmg(_4|m{JfBF5d;J<$x zhrOoq#4z+Wzs8G0!xR6esK^g$tF3!PFN20{>LQ6;J8tp$;fC#kT|hna)8gd;f8!V> zclS~v>2>9ugN2Q~eJDJ(TJT?tT--5q6oh2;8@V8eP4FDD0%(MQMpSsKA@n3FN{XqE zD%+u%sTYER1%+$ZV&Sq~MAFCzMEk_H@cFmgqSn%=tNzf_qYra7{CgxO9L7GPmxG06 zKh|al>@S!sL279lN;neDHB@wTUJ%`th_i^FpP!kFi=Wt!0RdZQ=I2kYbO5xeohyS* zFud^EcLC$6B6Sfi)v-lq{CgG#$1g1{4R%x&dSzbZsBzL9h>ni_nxw-05iz*9CLT^P z#t|hJie(~XGQ5c=K(Bq>n0_>Y^see|J_`~Y&?HoN*RD*J2|x}Sijnq>h=_n4Kmg+~ z(Z0{6!~l|my=XNP2HI{NCQepn2xf?R_wK`BUOz?ems)r?yaEDKnFSU-Md}bA^7i)j zLT-Er)Y+%_neGKQ@FAaq_IxS`m3^X-~MXbr3om;ZVAgq|A9yUjBHLD^O7=a^gYtao!%u zds+mB^zYc+kzDSl+`MJW6Ieq6W_t@Zm{^@yYGkqye36;y>EMZp335Skv#k`rM@G4e3y!gi;W;ozl*aDZNH-7`U4Ib=$m{TC1U1ipAZgy zH}Sc*fXVy!=~D!F#F!#?^SouFuxw4q05s(rDNo1>zI=6xeYp|4i3UbJ`E1u ziwTC`U(cYashQ_75rYCp_-6hct``E?_rv!CC=jG7ZM=vdr~ZH3<`3^$pS*a%N2p4` zepVsYC&bC2fM6=PyRSBxmcK3vDkeW!2i zDPliZyCKWE>GBN;nZ?I#B<9c@c*r*(>oKl@M^JBI3tl;HE2`5o;46u`uZqHhZ%R;L zg})S!#o_ebn{}F~9c%FH19X^i4y=fM#BPC|~S{Xw9T0HB@^N-kykrB$NwCDKz3Kuf|B6IWrBv6GW3I z37I{I;JU%KR$}u8KYQj|Tzm#IvG>3M8XB)SwGqPG|7Y`#M&MwV|NO!8Ql@EU$$svUVyu2UMCowfkb_^;iDiggW955tEgKz7Fq&WcMefaL4g@ukO z4RiQ%=Hi2pACWn{U9ia5ua1S zEHImem>Y)V#?0xP?-Cln!?O^)S$z#MHYdQ_6k6I`uj@tTK$z5=tXes78oBDL`b4Ow ztgIXo?1D`X-<>t31m}!Nb28KVOpr%Ef(cm&Q{V#8;G~$z6jpjJL=7=`4RITWF^6k? z6D>$;KYn~`Zs;=q^FFK*t1~|?qUVv`e9~bn7WHMP@-eqwM|KDZr$6*wf;IAvFqvgQp7ml7_N8dkwj5gHEy%0M)E%640EATk#uYg~1Zq;U*P zbuyA&tC*x;-UUCBM%K~`n6h1%&2w38l$YZ*h}){N^#uXMSll>!sv%BdkPdt?JTlU^ zumXtpHF#T){o>@^g7!-fv3b_Ctf%^^Oh6kt3*|;Vi3R|beJG?D|+_l&Kc;j zH5}wn;Cr@^u*Nyg_KH{fI#`a-GZ~%Y`u0)&{1RhIshAt}(lM}9i z2@NGUItctaD8Tx!1iUX?R3PZVkw|XTE*+VGvrz*^$ut1?0}v7+-Z(T9NhA#*O;%V~ zo03cV7KgtQ?KP0gp}c+jHhhZ@^Q%PEJ~Z?XVv)3aQe<7+55K(IA1Kl*jp&s~FwKv( zY#}x;Hr?Y56uXc-k?_EyuS;VXz7Gx(1wm|EX~31?CS8V0b*HbC6BG8($A=aa?PJR0 z?59OV_o8|gLA1PzN)3L~7XX^;I2Gj;6ugLX*QJD4uZTtP6UYaY+6JMiN|=}$iBDz? zsB64PIV8kra&Zugd(dB?lmN}=AQ~aZOUWT1A>Ig4$DP(*w1NW~c^6c4M7KtM!_t6# z=O3c(#{f4-EhG|7P@+vGq6QzB6U8X8mIk&+z#1OHYTK6Uk+EBvnOVr~6cMe<<1>tw7W$3UV z)syf?8)qUT2J$_&12I-un**ryP29U#YrPv;umDVH92$ZUyd9zf7P&?A&G3ep|MjTH zp-apxEZ#6<@#u5&442AS&C?zmOCH8cx8`SN&fdFs29cXLD9PwU5bE>=tL_G_x`|N@ z3Q|dNrwJqG0>$3vaXP^t&A}c7dv-Sx1jkE^0b?=2LQ0VndNdJM-L{vxBY)-Xwg7B- zB7{auy&Eo;_!&IHeo0BmfgeBMC!Y*K=vpzqieQ)^a^pWPN~dwFM2e~oWatZ>I57;j zamn5?9zz6@y&nji{s;?6+u?toCR$*O(+f}teyXc`f}~ULoW-@fwzfoMiJ|_`)uoGa zXVsxo$7#IIBAPmYeZ`7=G~r!AL$8k9#5Ijdq)(3F>gyTd?7w^W4sEzHYb`7gp7Fw{ zKlyKjTV5_b+L4z8%Td-IQ%890Sq7o#KM0R+J2JM;m^}Yxz3vfrIAzXgs#JyVM%_3s zQnGli1NeTKqXJxrh)?LAcEjbuC<1VB@@4h(^%G!ObJ5o+Zwc8pc#T-hT6fCm%{y`v zF!J&3lKz-i>{oLgPl5*yC`%gFf;!?SxVUPl+&PighUnO^6k6jeEhxOTBPSH6KKD)D zN*pPK&4chR00j{y`V2i@I38{S)h+6=UR+fr?x=&hWMaaRJq!~)x3*U!Q}2;TuM_3U z(v(j;&%w98ewF5=NAg!ur(TJOoH(*yUkd${g>*{f8E0mko$s;BF0rhWVhJ?>nmJe_ z>J>so`H3B{=hv5cincr^O2#C1WBU-TEP=1)DqEf1f*?1a|B>%6Cd&WZM10?Q{Qv(( c;`c`H;bGo0$+H*G>6mm;R#_(V+_eY)3or1*GXMYp literal 0 HcmV?d00001 diff --git a/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_135509.png b/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_135509.png new file mode 100644 index 0000000000000000000000000000000000000000..6722168e701b4a075fc80eb6fa4d6f22a1c11e8e GIT binary patch literal 34869 zcmd?RgcR6 zE64cNai{oBgY%ZH!I;if`)2cBB*QOWWPJ}W5f#0nxv8=)(S)6q?)MqTkX6X=#%fra>u!^D;2@-B)lqr3s#qG3~i zEs10me}uutyz@0Ccl|Zx4tT*4i)HNX;j!ItCgCs4j1`(dV0EQ%x=%O zE9WYnoSbZvvj_vpT%t3S2?b2gYQzn!_d*poe{sh+4gv*9O{W}~c z3nFvhv}uq8xz%8FVZjXEOa8*IDO0Z zmoWUdllOUfdC^5)E_AB4PI`gjwWe&WcO$Dc%yc4`G|%_MFCU!v97M}(nty84MxSE zy59?6XVs&&b_ca=M$JkI2nnAK7aA-N7cp2_S>aIU_>=Q`oC(~ybH~Zq%+b*?qh%4D zBoC9_+TYK#UGDwNtQH9-9CmPUAfU0hIo;^!Pt-<-(X@9m7 z>*+yjI0K)wb#*s!~K>d%8!SDW4=K zY_Zst02@o!GM`aWqcJ|R2XD1z$sz(+;oo+(obxY?+k_a1_xz7F6N%vNQq$@g*jMy_F6YR4%LR zFJ8Vh?nx0lx@}D$|93!1Yirb^*6MKEKrT_B)%Pm7a;Z5b%vZ1J!;OREV=OkuP3;UA zqTe;jn;iNVGvyL=_g07d^R<$^y}cV1XCs?q1ACo&^1K2I69#43jyTMmm#vLX*@r6(7 zP7ZgLds6+zuV@o|YDgogds<*J$O41T(x`k`UthmmDjWAOomJ0j=I13Ur#XTP*C>94 z3ZMM~KeD;AGkbQtF?c||rHpvSWIw8z?=4h%3mq{-rVkCf;#<+e=cZAX;8sJImfpfl6o zms)5E9j_KKwI_h%n{5uBZK3wiKiHf`wir&xcW}pJ)ns5VzjR;PD@-ww;Ay#T;Rrha zMQOuA{9PFg)$%yyZoIuQHKpCq&~Q`G8RAFIG~7kTV|}S7^;OmjA2?XnaKdlAr4$tv z{pps4S9YDtxYrv@T`u8~L22{g0E>FrN1?;JvZ{sAlVtt~0#Mqaiu)0eKGzOwKV0p? z!yp$wb$+&S{$`?z4+8^(mVx1A>a(lYD0u5~REoZ;mOMB+J6oNsO@hS$Fa8x47|u-9 z-iQgr(+7$3+A zqA97VeDc~c^gggKhS;4(x#=G8w4 zTp@q?f8Yuio-#7k#(NmV5KOk%AeO_=0zr{pt+?3(ZAl(yk`fXUd3(4w;N!*b!=^|? ze+9v?k}ru$HtR#sxzN z2#<}8%^ploOPiXV6?yUEMV{8m#L0}G{5|qkSE$Jr&h*+M2-TfpiJp8+AE@E+Yb#>~s z6K_kx;^TvAYimd8CBA8$ArYgjj2A|Wph=0mvPm8bg4vMPVB)LmLv}1QG(IB3k_u7L z7fAxk>F6Kv--0Eu!up@BBdkkV|3fFLtGi0g{}=!bNubZ5rc3AgL7_pr_4vFpKoK~W zG1HE3-#&owF}F8r!NA7$F^o>SH|r(C57Xf=V?KaeX)rwS_P*e33>@9TSK6-p4u(aT z-q?_bVCppGh0AOAhZqGh5G)s#0qih(+$5A*I3zR_A0Ap(R;E6{%J8=T>!)Rx+klN_ zq)>rulM#&H`|~~K>jd{7@BS&U%@WC9+1NnClXzYBOueGaiiVf^GVzJ%Wv0NC7Qu)O z!0wTy^7p?O2@5mL4MxegyE2$*K3+kVDC~9wUZgk~u5dlw9YpY-)6RmzcU>{U{AG^( zS6PHTJw5g<3lNgir6Q~~Lg(h@)NAP(0kA0N{>EgK7Zsgz{){4dEgeM&C+p-e^K?tE zW$NshG8X%X*=Qu#0YIeqH77u88Gx*?v9X`0OWgpc9hqngXT|bhQzy}BfsBbn+IeM~ zA<4A?33IPr5o2AravOpGINUApkA1mnJXG!n(^mpU$I5L01__@Y?;EX;mD{7uh6{ZT z4jjQ@ia_AFh>xEM@TVi1{r%>qWu*-+xLOD@t0A3$0==+sHTMOxG^-!M`e@gAVtD)d zZZD;V!Y`M4)1@;up1_0Yq&{myAQ=O2L(Hfc1mBxoS!oX-Vpz@NcRjEKJmoZg0H?)T z?r${;aG8BJ z*Qf*}T0$rh_#=FN!YLieqyw<*3gshW&vfai7v7VvF2a~&vY=$sMLHM ztbz%a{({W5J;Xp6z1EKYte3|9UkUi_SGE5x^$fbaniyyj@3Iq|oVY^Bt6ad9O1y``1nI_O%gtSj zra-;J9duBu)~&d!AyhsyO*V>}RQ5FG`x7q4V`c35RohY-X!%5e828g7c391~1K*m~ zN+-L(xBG{L(BHow08VUrZB14};-Zd@j<=5wMuEko(4T?qDB~F8mi@KSDEHMyeBm@e zSf80x!jRycEP`99ST$;1862hQ9Dqyh`jNw+tsBnbgyZa0KnO9(u3B1JNBbLSKWg`A zO?yB}Tf4iRJubZ!b|%k4C=hs;rBbwDH~Ah8vEdPwr{wyC+rEZ*?WsMWWf5)d+akVK zzGsiNMKDTANu|Jw^L+rjr_KC~l8Qu@48s3#k&(RbqW$`qB$&{@kbjNxQQC%QSi(w4 z|KZ^whN0;gf)W70AK8HIGCX+DX5KNDonO-irWGyd@(_-s5du>H{A*O&8{Bi*oT_&P z@Ey-<^-f;+luIes1O{5<5}&kRhen6O2^ygc3<{cq48nDP+`)7C!TNY5&yy!l_(Bw5 za16yn5;~W!c<(IcduYl8#cWy$W-B#nILxnBI9U#AI3UXghf7RfKW*FwyzU}`Iv^7y z(^M*XJHXVQ1E(nC65U7lDzHBk;u|RV?SpWs9P8GrAfW%w*OITaU+WExV9|)xtak1J zNJ%dnD+)(2`jOoONKZ;#)?|6cMZs8?M@w13<)uD(f8l3yv*9Vd`uvC}Q|0~_aEG*X zbOtJlj~_qwRT+R3Ce>sxuLDjhoZXtEKa3B}$D&h*{_n%4e48PcZ*5dBTb(R~vN24> zB&G>7f>GpnZ)%FUPSa(L`xcM64B+q85FWFU&*PO2HjpRiAF2uq3%|%$`H^8UStD>T z^*%?vJgjn~W^}zANe92{HvRo+4zA?ya-W~a`SGOvV)fCV?2ZKfK^Bavy$WuV-yLi* zw4GD+?+*uS&zca}Xt2unY1~D-L>26z?XTdkE-*=%$r`sT^>PllelCQ6{g+Y@AdeUY zQcH!owP3U6D=5>!yy~bu#|0Tb1`lo3j-%a`7BKtOklM`#JlEs3Qt$zvhlZ5*HYU-K zeD^Ut_Ke{pCn9Qu^pw|T;R?#_=x;Klj8|@P`QzY`Tqh-M0chBv7b@5cDS&dBvLqA^`gZ$SS)AUBbinzo?eHC7XD^YP;0!)!qFZvXx(7p1j|_kpw_R5pntZ<1Idi zJIPORj%Onn8;z3c-S%&&-kWU+MHk3vKms>hY)o{#x0VWSAAy1Fdd<%vu2c>-H8m*| z8OpXrGUG*`nh2l%eF=ux1Un*K?Y#R2d=n%@WZ<8^z)(@5;^IWa#G-Kz%{YGcWyq3a zVqzk5<(Y82>*eJYM8Ox<988Ynm0PV0No+=46p;BR%dE@-T#4Z@*xYK>!g7?GcyBe^ zY~YArI6FTN7EcS&>&i{G+ge)zz=bsFR!;c4w!V1!6ch3z1|gwDm~G`^SXdaZ?b7w> z>1oI*7As7%2c+PNWKX5mu!X5V13tZLYBzgVNN-62XJ9t^!{FD)J5^iFDFAVB6vk}Of_#aRYf`U-2N%2SWMsGk1yJ#V zaZdvX*Ix@;u5PeaZdk}q6Eb^-GsrJQs+r%RrS*o>(vvEV4;$w)KIjIX0bB*ChlhuG z#WKBOzNXoJRi~jI1in{apL=8ag@k`|BK7W24 z7oW=3o>z_tGQNe*IF;fz1i&JFE^6F*qpBw>I+h?!>j{fK1FJd*TcZc(7@|OTjoUF3 z?jaUpuYbWA-x2XG&}+Ho{CDX|D3##Be3Vu%+6jC`47UkMkr8?UNCAd>_x!;Z>hrr4 zb>rZ~*qxjHh?l)>r63#2r2{-qe~wDua5As#{`$D_WQ`!CMUIg~>Y|t55vmhd1*p_P zlJVVz;>HcJa_jk_8aI9igYQ?`;w)+;A&5GymoK8C*>o^he&^0Y7%>F@`G2yecGlW> zA(h*Y9>v00Dl#4BIQqLhJ0umLE+Sn6_N!wRfW4`@wY7!%{NVM2cAFpO<8A%~cUME~ zz}UfFF)RU_%Ej|O8U10_m&B@B#S1vV2p$7`S`>@M44{SOP$EJ?6sO!BI=ZIyvCp50 zO&^jgW^*@Ue~6bLkBw3EtyDPOM!ziq5>!G`vVQcE2v)Dq&Y=6=xK~!##`${Yl=*Ah z{iF0Aqy7@U?fu1&q<}H&a_sK6B^(eK*UM(FAt~p)6C^}mTo1SHTiT*n(GV+oljQj$ z2lxhK1)Mkl+O=D{LRNsSSu|7#xDjGzys$?ifV34QCcN{L9r?t6fW1muPHthQDe&jd zpOyd+{4^Gw^Cl{XHE8LauryEz0eE)Cr`6tbqs-+rFCG2W#OCM5##5>v5_UW+Q7ECq zx$qO9d`u^*%DeLg-}c|DRBZD0#{Tvy>nR*?&IFtj$OEraP{e1F#RB;EI6L(F`0?Wv z{%2)a1FYw8l7P~l%Bx(r9$}h-EUG6@gTFLhCnf{_ZO+r!JH8V2EJ=Dt;n^ zO%^sRe{zm$$p;{?9w_C-uazSc6L9KX9|C&g5+0tkhtQg`PxkK-ey43(;6=NNJ9L{q zDC8)AztZC7=EmvD3mgtmtiTn`JCj|%T|LT{d&MCYQjw@AQj$QrKD3sO_1-S!^q)Up zAtRz(S(2<35${JQOyIhoI_e@4v^mWQIh*kjH8ca!&?!_D={gYO~m7wV2>gXxMoxGbob~=5e2iu}P=pFg(0?^o?Y8IDb20EynROsj)>i?U%)NsSHWBcJ#FT@xn)&p8XIHd@0o=^9SLtjY$_ zK7^9L88!x3Ua82zSU_OF6zYPDL}+?on|r_Oi97GDB4knrfZU-fCr%N+YdG4#qXXR# z1K+ecIj{<$7EaXs4WuW+cGxU*OhfvZu2N*!|5f2VK#sJe@UXB3u$G^Ih49XTi3nQ# z?ut)kCUt!L!o}|pt0#P_pGewz$qs`w1&{PLZ`o8^WrZ{^e|dsn)!Tsw@A5BkaSymh z90C=HMDk~$R97E^??PA~i>j>)K$lbSS$lu^a=XHI`6(m-09aBb!|6R^s@E15#UDRL zffE>9duKLY!40X9j0dps_y=2U7f4mBE4RGq0Ei5daK7HCd=puuR z8bKGS&w_hHuaa?iLx!8aL0)Y=F9oh?3E)rHBo_ezEYxrSf zFY&(UcYk}$sH>;9W)4g8o!Nm2~g>+ho)~FnBcTv;a=MWG7%#qyA09`Y~xN! zg8NT9HovT*?_X|w|C9SGPQi7Y3$ee;Rsw=MRaPbzIzKjL(2?cEkpti#vuwO--vTU2 zY&Hi>`CvISX{gNVE`&hS?}Ifrtq*}8 zK^VA+i3t>t=iNWd)DYCcm|q1zh7R$ZkeE;dEG4Umu=xgHdllGskuYa&Vc}Z!h;wB7 zfR+RYF9VqkXR$d{2Fr--Fr*U^SO@tKauDH2v_RtI1c1Y7Z`cTfGsF@$8uAEhU=D!3 z10o1uEG}D-OR2@AoVq#%)FLG(`FR*L9j9?>PWRM&uTdfp?RbB~2)yxf_~YKT(13vH zq3?R}txr58U@tCSy=nklApq-pQ5(L%!$q9zcrzI1T8P-QXBiA%V-O~Ef6NB|#)DVC zwjq`o6{z0HBxf)i!Iq7C^pMKR4G5^O-(Dw+2E01siND51B*evDGS$@5QUq)__@SSG zbK@yP{QVPb7Qbi-D_1`ATgG@}y-n z9B(u>2LmTz*(s$;<4O3KfccQdlVms|WigOdyAD<4syy&*!77GB=}baWjm31fnfU3` zj>TdbGG5END)UL9H$9lm!S6{m>+-}UMZ+J9igwdfzOYr!Wpm~lb4ZdrQ!ROCHri2E z^X+vfI(yL5tp68CG`Kmq4x1?zm{I%WGNLBUq$^h;bYuN`-L2dCp|{(d>OLu&yR%< z&>mB0VeV&2m%G--Emv|k=c5eEfO|2d@sp>*HBn(=v;0EVGLnKrOZ)izY;)>8eGf4@ zgWdDm%!)~~o_d+3muI~B+MO^wh>xgc{(OmP<>Fssz1X-SYa;?}z~gGHuf z0)IcAI@Z2ZZA-TmP~H6>Ex@y@{sCT+;o2vT2M2mXg*Yjx)9aOZ3%6!~+zR! zscrofMfxgB*W7GmNZ4UHOj06W_R9V`H?u=aNX)43)xG?kT_1AuUsdx3rYhk>3x)|I zbey?n+1?Rnn!w#y!Ry=W}`JLr51-8d!;F z9;lY*B>T1<4%qs?8K^!!<1vl;`IB*x`>klQ+aWRI1)hmF=7UGa8y%IO_cwR~MiT{N zLiLyw8ff3AOY;l4x2n2Uk!_T|jc_{o+hCg~I(Uw5CJ%+k;^))E?dnsoD!Nj{6#YBUNt*xQu63m(sr6hgwnSHd?ql zD}49?Bh!`N`3`F=@~o_!7YbCl!}~SYX2gnES8LoB0#C*r5{Ob6)P8iVwjZN~Ge*w? zS*I4_5-4B)J~`ECzOrLM%R%UVd^MJbhd(@sBJ0$9JRsxx2mh8b%X(Y0)6MtGgc_w? zK?ycW7#JC^GmYeLa?l#(s}$7L;HhsnzvW&5Dj{F;jD|-0crPX4L?hSDWk&y3 z*xQCtgU|h$tCGv+$i}4cmc(4M=A?~~H8D+wEc~N>%jD#$>h`o>#*NLt%Zve2i$o{a zBQAmSDoJcDk8vh#CMD(E%{E5Ej1A%Qx^ag%pQ`cPh~dG(Rq~U`^H_AlbYn&yYprSX zr4N8O?$MaH8gfduuMTIBo77`2{q7uA;8Pm-X4n$Y9Gp*K0ujh$q~HBvasEbx$`=I% zCBk}A&F3_ZB?pe-2f@@9RQTkE^rYoGa<@t+&G(3?*y?C&^J^|UjD0%%?fb$OvAR+& zop)rl7dGp04adUf5<~H?P&m>NR83zfQj<`n;WhZMNdL}w_Ea&CE6@?0gl|!^TmfhF zE?0lQLo4AumEIicp|pU*(#Uc94=-$yl4mKWTg7r17AHzLQ~HaAEPEKdI za2^}y#(GKq>+-_oJ-N{l^F!;Rv$;Vnejb+AL;wa>bWt;v6xV} zX@!eJvuJ^{U9`aPDPjGAV_yZgdA!r=C75tqJ6@vOZ>B=ce5!a}3`+i3;W`#gTQEB^ z#E4014jN=sCE^bGoeE=4?u6Lc(UfUp^yiuFsk$%I?Mq?zH6Q0H>ogyWi8*yS){eay z8|t`6{it6cksHsv9LIj$)?7X86EZL-lizh%_>bRylf*RYe6g)Gn6wWKoT{nsB9K@sOW*t@FaiV03$={%H4R4} zutpsubqYGUh}6215!C~MwPXOt}J+C>8hne8aW` zr55-tA$5;?3OMa!LMX7`Z^4Lg_?e{7&>P)H6`*@L_7L3N_&;5f1^5FgU z+(HALVU8jyqsOQmEem>o*S(mcyF^hED1N&?KYs=gAq6HITlcM*CWIWS1wJ+y7zd6w z-M1@uTwPsPyBJ?)1l?^QCBOv$$NB3d$>Ymw#-et=q@<$MFcT-2IJanz(;Fnr?<(xp zi0T7~0w)p+YflX;nDVJMcuXRjkLM$rFhd0m_lRl^4R?+=2HID7XRpnQXhZ-_ddTgt zt`3QhG-RQxAsZl003iGVR0{~j|LLxHJaMxBTyu?EcV5CFjd4$ds{$@IFaLwqkkV3> zpyMd5RigTyR9PBcou@q#*xVCnD_91LTJG7W%p~E;Jmy!_N+0oapyy^+Q50*Cz|TR^ zNEZkw`xYQ3!g2#UMm>MrMd0#TT@}xadQRs{}!g~J0x=?A} z!Ff=VZu9FOW+vbuE!@w?pSDLnd=^}|-7Br=dKMMId&K!iY9l69+4SMyNO6KX$V901M~-6v)8O&lDB@c}_M-NCO24+>NudEV)2B?i)YM zbAQb=+3`8|pKMVQf0ijV$6X#fba?lkbunvftbeNkhuW~qv<+YQ73z!4;v^Z@5~-`J z`k$4ad0P6T&9h@DaAaLZm6)7&)_K*=Y$Qop7m}tv8^@`eYh^z;j9G3>PHz3o9Cz-6 z!>V3Z2TDB&S62a$WgN1gZNE$D4GNwE&z}sIE0ZVy92TbuMh-~! zAe+6viT@m=VQ_9!p)hz*Fm|=~ zqJteKBn|3Ng9oa%QRt5`Uw1ljZZpug%UZ>uO z+qlG+cjA77I4T<3`s~CBsGNY{V4Nu+c!5U9kRQ3p{gxPuW7x+9ihx`e6Y&?W-qLqm zA2v!dfUF-_!7V5)ScA-V2I|s~zf-D_5%7HcA3TxpQ?x}Z+s26VJ%HOHVsXbZz5M%K zv-3FBE^)iFLWkIY26@6onnSq5#o#|4*XR5OF3+~a?Jg4%%4~l(iyQv_G(J_8`=IvR z#-2E_iH@)iOrR%Ck|>tT7_$y)5^s9bE`c%(V+xKqnc-%0OUn-MwnoE84u6*vj`r51 zVWWY=;sN!*0rJH`F@Nm#}TYr1zXbV##hk|^Mq#OK>q0SykdXw;6dYeC>_{LH~27V z6@gCd-9=eZ3R=3RV(eTk{Q7#s%F<`S@stt7KZ->m{Zg*zr}eBo(N*0v?DC#&?9A1d zv^o29*RX1-DSP44>e!__cMLCpNT9L)y`fv}a8c)PFPg+(bPy1?n6k1A)w|mwrZz0x zA6l%he*GC!Rn@W0zCVtu<*GwiuThyt3$<{wM2m^BVhSy0ng;hOCFN+94S9{4nO5}_ z5Mv3z@`egsmX3_}I+2cgD(VgXJ*A<&z4$_Nb8IUO&$xbt9fJ&8;5)6j69f83s;x=> z@Z|d(rVkw#$PP9|cErxNS`0;;KAC7FTy#I<<1)QC9CY;kWks=`9+4Fe;LfyPj)w+C ziw~mBQk?f}-}262R#nNAZiY~9Lh&!;*>t1|eQTNQ#08UEAVS{I~?kW$2 zXaa)rSj0ToqFA1w6R#8L(L3j8;O(yP|NAHs`RIBStH@-HVWfrj?HtXkK$IaLwFbdQ ztvuN`E?ngZk&PCmZ3&_9;xw9?X<}^A)tg=`o!&urCe|dm z8AiH8g&;*5R%H%^*3UDq(b5f5TMV@EoYq8;I)pgnB{0|(%8OKkB49{ABMbStcRAxA0@M!hH z)^G^0yXc*LKMn&5Dxmb{!b#qdd@_ZUOWRXrGT+`Tng`$XVcCw{&Pj9deQ)pRrZ4TE zy}rFpxS0bNBWJ4h_uu6L`&{F3wF=@tgMN^yqj}z9(@F8N3c&&i+F=ArM7p04JPYR7 zH|pYobLd|t1p5${<&C}6hYJi_qTqCocmm}oe}7_P!PBin!S;H$T=>p+Qj2vF`2NOGsG zCeoc7`Tp6?TVg}sv81AWeeh&S3*c_lQExChvOxgx5>yyS=K9at_rB7$^%nXefY7 zJ^Wd;A^D4*Aq&9+aw*l|^%F0TChieE^%`dCS1yX_2*?Li)F00d{)2m70RQ(*F}Dr+e|UlS2bCuZ>D2+@ z)t|w9`4=w;q1Xj-@~cohcvu}oaQ7KfWdwnKb8hKG8wksxvqC262Gh)XSHk-mH(654 zB%$kM%d7rSjV^#{beY-cLxAfMXS})O_EU9UqGDoJNQDs!J7=!Y1%zlBp#%ebac_Z+ zNX_8_c_jyx;}ixWmx*TAhO$1CM7YW5ef`Vs#&xc)xg4;0`!%i(kNlAp{TU7q zxk*6a)oIwiefah3y-Gw4B>;adg<08k+UD>*@!8Uv6%Bg$n!5H2uey(3fiB zJ{RQ}sV4Wm%DK-V=e^MRFKQAa-iK;#MvQY}V@B-F;I%}Tu3-WY2yp__v2`0Q2%P&`8!7b{}l#sl=8rbUW4hG|1x}kM`UVA;p=O>3HMQCdJ+mL@VKkh`-v)hO@o7` zyCj4&|90^nkTNrd_G|A5?slBsf7#KY1>q$d!im*gQWoGX>e8hl?z6d;72PF-kR<_e zgPcr=VsDkb(zPQFmn87NzmJ1WIGDl;|I4g?alVa@p9a(g-;l|8mGL^x5!jqJktWNM z|MRqB@h}So? z4`7|UUBq|z=h$u`cmLX#*|}$KTb>51HfKq(ofiZg7=_U1Z;@HM-YhB%8y$Y8AK z05zz0=cqu{<$2CcCe14dZjlfbRS!T$Q>2FroL;%G-2<+-z#qX*?1D*H-C0D7Bnf?t zzcOCg7%u;x8;Kz|`t?%2zQ*l&7GXz1cJ2gdF)fhM_=^SJesH;}YAQAKA69`VmDkqN zLkgWT6v8K)SkR`@@U~<`kO#_F;#!(NnSsj>6*gao?!7U$QUv}H3@&tITSCA=x-mdu zNp$Phhxu=34+5J&6yHd}hiTMR*A%D}vW8&n1$RV@@y$k;u`Mh-*+T1Jks6})O~H|W zHl1zr1``@@Brf1nb)-p#Ljr9(m!9VTuLACsMtclTQ`%#O@L%l`fvveR9|esb$@-Fg zyDPJs_Aanu4%aBL99M_fL57+!C(mm`uea@xn?`GssQ%raxoXR|T-YHmOb_D`;M1J(1h+Ywehz&R6n{**W4Sb4M zcO@X;I>joU?c(Y%vDD{ZZe)F#aqE+wsGtgi zm8Xhgg-YJ>K99@bJC!*;Glq}+8(b|9&1LS;{_MC`>&)=6&_I^(aJ6W2Kxwm!zrZlK z{Cq&^d3D9`Ewf+OcOEH~T2Kodrj-lZGmW`dzH9{h=UMC~shjjTPXL*=D5>?zj3O+-9+dG%XVo-RXgnN7pDkKi!pWS5~K} zI!IZjqT;luMX)rXaWHE$D*2njEFC!wQtz8K-VWG`3UL>q@jwr z9TPQunIc;=I35rqWtBF+>upZ^S?+YwJADZ89X00+eT=+SmY~ubf=)sj_hvzX^WF8( zS}{)@{w3QRdVFwjorENE)*4UxNzUCxiR1moKKVFBKDJ!TzKkdNnm(MycW$E~@hJtC z*I|;|WZrDjyuv%l?YF@GPa=@2goH8(*PQe+?P3}>+oVhVJ6i(p!IBvg9p6E}2*Ub7 zBM9bWP@E|j>R$qVj>BB~8gwI{9WGLXc+SAV6*TC4bt8c_Ab`!Okd)KN`BS`U{or6TCtBHQON_C;o=G}Eus_a%U~em&?k*}K(|mKApRQwvi<5kw362A#muBOy`mWU z)JO1f3yHEfHJ(vzh`g1_CVV4fKSuowD#agmGV}U zzyD2WE1#;zrKbIlO4`V8me@QA#iCm5FHYs;J>MSH2Y#Lj&HtYUR6Q8y6*3OmJ{ykz zvYFlZ&vj`&Ga0LXluM|196(qz=;Skda>OXG6U0N#6FZ$UJ^e64PBvYdR4uX61uxqj z7rz0Q+L7SKeAA>yoc8I7>6k}ta0_*5Z{*bejEpvIqVuFp})C~2FV z?2vO?=flImI6NLARy_Uln_G_vpeCJkhjKl&M{&WMPd;LSRd0HKGFA7MvJz`!t=p}X z+GRUgU;r$8`u;-RDRpU)P^ypE{|wv0z_|ib9%a-K{b|DI5%7VgM32Rf4rW8i1RU7{ zNm(;MZwVCgf7#cs*HaiPauhjD#;MzOPZ# zy$#IOX5(J?v$q4*rc8@nG2Wcq11CX2wyV34s&c%Xx&-hYt8YV`q`Pz!nl#r`7r^U^ zf}{%kSqe1p1l{8Ppw|*YKuLKu+I$jvthOP4fz7c2{WJ!2cA%QhONCmC&_dFnY0Og0 zy#?}M2IvI346-rMke5EzwHM>Juj@|UTq|9$S{up0DG)U z`AGK^3Pe_REaAJdO1TsGZvy_idMY2m=X} zz#pe?x~2-*+uMFm$?)6Zp%#gq33y5FmxY83hi{4JL_i~B7|}J23-sBCbl|ia&}i0{ zd01_I6_UrVUVR>)h1^H8v;$0V@!)9v0rvnc9cwkV$EiWc?i!v&)imEqkCW4rOu2=< zO)Mr=ee+=QxX4~yYOdTgKD(`y;Xj~Qcr(~lECBjF-f$7ZIxS0 z)zI4cDqk}J8l?DVdaWrL|Ut#BbI^*DLw7|$W0MIjnvq<;=x z03fdZ%zAp;AlyHQOfS+AgLB7jTmPQcMEUm{2A#1nr#_R8SScwTKZD=nPIvNj=9;PX z362#c50moUZ#~-u+#7jILc&wOCGQC{?9$z9W`Us1I!m3)zc^IfY8tcmw~zj?^3bq| zWZaMX!C`w=Z@SK$#84@E)oUz0kPQEzlgBV7e$)aTeWJk#9687_{CVRV`Az_UD(hOYxk3QN}n_;?y_-ai~1T z1XwgihI`6G{|ro*40gy&^GvXfuYe`w)dBPc7&3!YIpA1Aiwja!*a7{bC1^I07X*lF zj_A3aa*x>(0nh>N4!U-xeH<~d^7RjDU(3GuOMjq=W@fFhgWRQ4B^=xO>DbYsm1z}y6BFxb_S`+Kb`}gk`AQy3PNJ~#Q4moYg zoVJ_UsP$Uz^D^x8E1gasy zIY+bl7A3!Z|Dt%Dz#UKFGgNa(M70O%I>i;&!}RzNZ`h)*OwLz5VMBhkwql^5xJ1Li zfXk?qCki5XKFkBMc)q)tw!_7e<}S{dNpAE}OfDnoZ4biVV|`50@&qhhSD##(+};zQ zS~6GUIWLQ&XTpev1fPSe8s~9@ln>kqI{)xJt0+4Lgxi#UOA*S+Z4cVpThj%gg~Dyx zR8(3Gn&{;(P^p@QUisqg<}|8tdTO^!v(G?JQr9XecR?dNQUK}$zq=WDR;AUk7XYT?7Fu zA#@B5E{aD7)t)(@ND-o@rZG;=_(Aa7NDcT>kh1zhT@0s@F7(qQ?`GiO!*Sd4CJ-?acpETZ{Pm?{R(t8(M;%L>>M3g|7DcUTT zk6{U0a#SS%Um_61ft!O!+)XnPR@^`FohH^4P(3f9}$thTVXYO0TLu{kjCnOOycO|O=_y9WQu^gb?UQ^#PmrE7 ze$Q9R*DUz);~9W-hx#U5hCYH9!*x1;|*x0xJp?SS!Vc5ugF2Klu6wEcd zgAG$gIt!rPd1)sVNF@KSSHLu&1LXNV;_FY}tZfW^zYCICxG6o1Ernx=8>Lxh`NU+j zp#c+KeBsL+RRnB24ad!DoVt`08d_RfZAcQ3Ge&$F2lS4c(3&z6p`_Updks-6`#%WP z%}{8DX5P|y`{iIlGcwPc%+Y1*G zg7@wC`%{UqVzANC;Xs>=0TtL+9iY~~TRox|7N<~ii=^6}v6ItN+DmWYQmI~PRF&KD zLs+{uf%Sz2-<%vKH&+nf!@l}zVt$cIf0u4B97_5iLW-D#ZHcT3TvJY$T`yTM_k5jzYmI>AI;$B15x%%!)?+oAN*t z3J4uheZwFc)cQyX9=zJY$IlNJRucl^&d@$BJ$(warWAbt?gf2RkxVKtX5sdj8qjf-653e=xUl3dw%x?kp1M(h=aUR5UzkXo*fI3Kn z*CW77c2Y`MnV7BsFvEdOSe%6*8O>!JwovBdg9A+hALHZI7wmSnw~H6pI=Z?ppoocy zzkK=f*l1Tx4XeByX9(KMb8=mt_(kP$^b50UoQ-`Wd}%?gePpJ89F&w*`f1H&&m@jB z{E8<;5617r32|}cg+)bM`;#7b85!{&M11SFIfIv7aOCsDYo@>zMh?|NmN_&!x{`4q z4)3CQ%{rL-U`S}z=+A%eXuZENIe5q&94vX^v0Dt6F(D-OT%*Io!(Wy1slZ!Jude3w zp)DCh~f;k$^42)TTX8wGC7=>E}Pdt|~dE$)u)|Lu3!?1+)PPzO2H6j0}?$9Y<{ z*NlvehK7fqWW9Qt^(xXC3Nv>9S8LxL&-MSl`$9%Ylr1|YWLGwc1`?TBDXS<7C0oNx zNrjRv8D%u=87ZR@g^YyAC{$)y=X&-1ejbnC@0{;Bf1Gprv-0+OKVQ%1{k-n`zV7R4 zs>r)`?O=9u&ygcX#wOM$tNpJZ<=H9kwO59I;Q%!ajgX+=ZkNxf;zJOGjv&JVSP#$M zZW9y3YF_$EwoHVK99Su&5%S3`fWaM#hLbk9^&@6xJc(Z&-|Ji$sv)*RiXCmyyAy;; z^~R(Avupt?znv`9Ay826TpJA z+GVO9%E8NfO++_VKu*qRBMn7Ob29_E9Wd*44I>=S-@o4o#G2?x&q<6zEWx#}A{>`; zKN1*B;?*F-)?sACSb>o2j=d~Ixz`kvpw``2x|YM~2%2PFu(Xp`(S0+9<9|OICJ!eU zTY3pK`5anhb^ks`oCF!xUNce&;NPR~9wW#gD=WtsME)?j|liVNi&{z&z&!~S0%@-APD&a|%f;hP;h zxhP`jBNCMjy*edD&rc4`XVQ|7ZEsV>mYHkq zl`DjGIi+N2mlGdlY@1m7 zqtwODuT=WhxK%fD5DE$euQEF=YCpqjZMnTxn4;iXnEOsKH%a~EY4VcNaQK~Pm*}S#cCiDL0{DrZf9j;L&+JCwBMu+i|h#i?P%$;s}E?^;?aE;W7*Yz}%95Fn+< z)zH+Ywl9^iC~RZ$oBbBYpOBt5G{4I+axUn`lPYx|XL4T|7g|@+`^~TvoDsZ{EH$sK zML-J++9)dOVmeH}vP{umanV%}VR?t_OzbX+( zr*XRX(^cQOGEa)7Wry-}yR)y*(QEE?m0Y@fiF0Kphztigv5zGB-ya&D_9-oOKbom8 zyD&Ry_}E23Aw@u)pJ(SO4L9qk(ZZ)xmo5!4+$c_u;_s|Fop5)X+tn>wsXV?mOvmq% zs&eQp{Px8y)HIfMebAoJ2&&J0l{LARA}uamPZWNfn`FG;ZF23;ST-4U4BKxcZcm<$ zxJotI7qi&?Ec&^WO2v4{x{M8UbT{%1)9u%H2QzeEl-^;&v{UgMJ&2~i)n>y?&k3Ar z)l|D>&LYOfs_d0EnP+XFpwN)i8Zmcsc{YyGd%UNVc0K!N3$v$%F~yJDTc)UKC?zG? zR__|bydpzmNX$Kk*U3_D^LQ35$yARN`Z255WxVSQVgN+g$&}@9P#vg@0G@3uIc}-MMa|vs$c= z$C1&wGgdfuarRbEX=zQBfBi*i#UpR`l>}7!QOGW#T-~etF?(Zye|f@|;a2Zova&-f zY~n+?!=cHa%e|l4tGg(IYtEl-xdakzc z_F5$%?rTe-WzXC`l~LnMRLr#LT8sdv*@4*`fBIhAN+B}OvRldPB`nswPB@}say2e4 z;e&U-#iH(?92C+esH}H zVr}C||82w$l}f<7V^D4&f-v7|i;}xJbP%9)VLrG7P016d^UWVq&dtq z^y*r)OvNPD#7f3Y&skT9&U^b%^7|2tTxsPj_h0T;buKw=iQ>ssw@*2Bwuf&f5R0wZ zW;$QKGkQ+hEG^kU2JW-YmZy%u3F_+n0F|}qzR532NJxOPdkJIv^wwXXneZxzf~x;V z!-;|yFSJU^%4+NDNhP)#wA~GFt;*tEC8i144(oWk%)jO;ZF#fqjtUpFZWQ~2o^4~* zxV7ci4$rLK`F1nV2crU~I*(GVt`rA+6Ha$xrT75>p-Vv7_wL>62-vl27pXrM<&Sdu zA}LPim!I@}IS_O0ESNc#l9EEweC*dyBW`jH^z3hEL_TP0Zr)>KljNwp7ql$lWXI4$W_UOSb{L`P9SRlSFchoQdlmb=-Tcv0?MOxkXhB3qeawMU1) z9Gp-#mOptowfY%@wY8vL%9}q+D|*B8FP<9E8FtsLF=+-X$FSJd`unGH4yb&@FGH`X z2BV4)E~#?=tPXty=)wu3y5BpEfz~LLLyn=)H;Nil_!n?C_nbO)DtsBK-Q~(Zf%aNj zU-juq_>`_VHpiy^S?##Iy`cD2X~6QCDz~Go@on^6F$XdeXep-b!DNw{PEuNWKz?OrtG8r^Y}m2Gy9djuqf8^|{}by}eeD zAE11nc_{Gv2$VF_@qf_UwaTVA0|BV8@bK1C0HNuaoyELq`){|DOP45tgW3Kf*|lmM zb^icZPgYbzkB=LhqeVy%1EXPShUr0%?FPOKQt~JIw|%)g=#_=ojj{_J5fS>w?ZxWe z9~LdiQGMfVx{(QL)#|gnDjwKj@4CCWA?>vrswIDx-RS%c4UrXWkaizxaQ|G6dF-L# z;bZSoc1JBIps>&nWP8TTOKP@+1jXrBavwdKnN#QRw<#C1{Wsu$m~wx!;vHcbL)V^e zO7IwDj#1t&bg8?sY`A5Xcjenr_uDgfWZe0luNq$Pq4XH3{nhGC91K#cQor?k`3ED? zE=mn#(iquoMY|F*c6=yVYrDGUIU4@}qdfv;Epmk0Vrmfu_*RT{Z=h0kcXwyz;kn9T zbAbZnpxqW0+(6C*KR-W&p-e2w!@?rFpI??;$R0UVSVR-Do_5Q@n=bV?C$<0Q+b`K( zgjtBwkbrRDf55`>RD0Uqzd!b~;eINFVfO3j)PhE(V|6IoSO{4yL_$hDMwnDoRG86k zM``nnq=r!1s{;op9_Ud7tXjKTS~O)_^#vZ)*V6lwVXV1^T2Ocw$I9;AjDa&RBDWBf zH6ZdeR}A0Fs+#z51JFC|k&NW|^XD;x|5UPBSV-1CaAjMj$C1**u9oJ+Wtv9mk6F>X zb%oO+`cjEX}x6!#GUpeBePkghg~XG+?&v_ zzfYo?klbrwN!%nXkGXw!?dy1Izv*jM{trB#mnS=n7(T?IL&>!Jzz z&OB-%p$J-*-ioz;zt&0zssaDGADy3k!cpMiw8unGOX(#Z#a8*dgldD@6A<8WiUaFgZA zrzUzJQ~k+JEYE-Jv#$k=9Bl;tmUqkRdiK4C|Sy`|N4( z-?9cj6f?`oKAU&4Z&+r$Xrg<*Xi48D&{~q;l;!T-Ke^#yIcwCADzF*#ZPyaC&u{(s z*!{YKq^<*}CIPI?vx|~vC*XFy$Giz^=ah&n1K^yoOu1KFAcG-Y|1Sq`oB7EY)7Y-& zMv5Z0xQlLeG{1RO9v#@2;^ihFp*Oe2rqaSE%uICX1S(YGnXW>zq5xnycOv?@t*SO< z8SSH4&!Faz=AjAw-}*|w^7CwmJ}?qRMH*)c82wpTy1z{a{0y!z$u~F=sxd1U=rQtS zKDI%RT;4CA%D2|-)%IJ=^(!p_%BM_JYWzLaT}+#hFk_jST^7jy@o~DsjCDzhe{YW^ zO;ul|!_>n>>#@%82+Dxp+I>xdCA&J`8--LysBPV^wKodztjW||v@>YAp9)FytK_L6 zl&%O`CgR8u*@9EOqESc8iCl|D=`5z;YusmFoILV2QJl$7`8?t6UH|G)?!}Z8jMZ&9 zD7NAe89^x|Y*=DPdmUWMpfEaf8rr8LQGYW*!?B%iG%v4F=_lOiQB#vud3{&7Shqa5 z#6DalGlft%&-k&NW50gv>cK;Ci`RLn*d=a^bmryq()AQkf1eP~4L51JOp9xvK6UE* zk%=#}-#F%fQPWagzkX=-h>nPs0kf>T#{fU;3+#~)y!`z=;TvTaPWMR^TU!NX8(l2! zyQzAJSE(W61z!^V*H+6gQ&ZX3g{LhmzJF|gSbt1fkxRjIf1dK59ANK zN~N}9uD^}4AsT~nE>QyhANL$P`svzYnxsff$G0&d$fGhOC4@F@!UG6gQ1R1sYa zT@S9Emr4zNbt^Eyq13N*;Yh>jo`}GgK})6Q#*KTMM@C-Rs0rn;Vxxb}$)YnaW4)tN zx^Uh#l&J>ws6^$sRU2Ab)}awQ&<92*`cv-tu+l^3;5WCl#$?4 z77gB-z5Zb%Xd6e+S}Q11O;v8Cb^h4RT~ridfYWNv&)*+oHdN(1AGEx9m1-bxRXj7L ztJ1RS1NV-$NfB^LW(1bMEbnAB3M%>dF7Z1-M0_D61r)M^jZG{reO@OLVj?u~}AI zlTcq})JqT@iKiM`@=5lmnHfFyu8py_Uc2w+y7h5AVr*xA-9Ili(Dn3**UVX(bvG+B zaqwzzg;_gtn)TAg|B&)oLz9c!TwWBqlZGcV>S4@>m*pX}1nkDFR( zs}?l%!+&)-xtE(sDT*}K1~Ud8(#gJUR7r@8Xd1h4>9G4r#Y2ZmkE*U0z+!#bZYyNx{v*Zexm~AZ>BP90 z+icYwH?7F1jxj4US9mS2@)^%Bd)H`b)ySgN7pP@_cwrY!v`mTLk-V;Q&+Oi!!kFFA zg&EdrxNrI2Bb?TjP>LH_V&z_k@>+Q~wr)K~Go<3l@4x25L#L13D7>9O&BH`HIGBt| zMh}Qxt_}X5${L^Zo$kRlK#j@=2izo_8KuCQlC$p17Q~5ObIDKaTu0nJF~87igx8!S zcKERUkDf9U*Ul^oy+pA%-ls)7Pn|}c>@XIBal70`a5_t^EDfU>ebe{ChhS@G0R}MI zWN^prX?zpYGUNX%d}#+!F>`a%%)rFyzt43a&oyS@D*0#=FU#5#0da;b8|%djhAd!O zJPDl|H!01x+s8$td@g6k9aXj^&UPIEFdg?H+8lFnxr#Q7Epioyq;h)C-(B4uS;y!zsrb*+&0B3A@GfDF=CM8<@FPxOc8GeMHPnIxGka zrRmtoQ;>v8p!4V84M3;q7&@WCsGINlU}S&0wyTTl?%libooJyvyB_$faVzGUrATe| z?>)uqnV6VRldq$i^>fiW*&PqfsHCds?CnoXRl93r&$uR986F?n-`}eUC6CfHTJ(BE zFMdSP_)yFmp|~d1uZ71?PGXaa@t=}QITvSM?^%tgBq&eOzXZAt!dOmKP)Fo z&QEZowkj}R*e|*ZSTuqL- zPZ(v}D*DI^tZ5o=-dI#5x-=Dd)tByC#l)6*UbRaTasdze_7+Wb<)40wtY8IH4TEfB z3)KrmKN>EqYJ`V`JeM1UQ-Zb96`hD?X@g z{OlF)DXc44B`f34O7HQCJGRwXqQ)k||F}(|E;9ewc$Oh=0 zoJO4TejlTz{@X8slo_?SxOgIRCh2e#2k5jlDJ6F+pSP|K z;Ke?-=wzg$6P@MWxpOBPR@-K~|NN=TY;iH8-rHWK>=neTJfy>GS==ll&F*~Sf5_{ghZE~%jYqk;tx)1Zck#p=8yg#T#qNi3`6^;D^si8T zyP}E`0FK4JZ}I5Cd;}pTIRC(wyc7aO>^rj5bc}19JJzJ71?5-A4jjr}qvS<%+-}%A zDaj$~tBGik&n(8N#EaLV8;~I#!KXpsknQ&Ll*d@gRZy<%Fl^cI=1u(#!94_#U-d_9 zyd(E27My~BbpLh8nbp2}MGF&w=g=cQgK3kBl|SEzA-Vzd7LP;g`2^I2$u1eVXf<_p zpzhAfnJYI2T_Fw|UG-hqu<@er{Iiym-K?YSx>aRfw0u>w>TXG!s2>?LxMXMV8R#vQ zl}B5U>rU&M8q_|%;24scXQ-WpKsxhO_p<|XVZy4ayzK1tyzyudk;j!RtZ{H~z}$ld zT@vl-(61-%L3`5O!vnIPZvA*e5Rqm;W7+t4?FrdqyWA*yir7M{#Lb>Xb>>iCxzbR> zv4IjU1apO0v!ekN$fT0!Uy>j^OLY0!#jvo^wOj{@HK3R7JC5P63_e{wy${`F6YVF8 zG;zMF!J6PLWRj%1GO_5KGE_kCZ?unJ`y*erp5Jr~PJn zukSUj*LYZ%Sty$OZReH{4q}cQQ`{I0XJez-wyj1OCij|K2hZd!%RXKZDnCPmaqF~UoXM;7x{>o?O^X3%$`sy#{?^|C}ubqDo zogZ08#vtQT)BM=?_m`p^P#KE9?LGZ0^FXP;C5`IriBJ1FTXJoz)v7a@{QLT1jMUMl zT5C((Z+hxem>~Ll;J{4^MW?>2Qk3r>P8KRhhB-jlKH%jV>Ko zsmrfzj$D=}yO9#ogsDiBrMOqy=F%;BWnTHuc5^c^iO`-z*WlC*8vMGu)cA}vA(!ER zndrFyUEP|`)k6a7)Qmv?*BZ7Z9*Ln*_tBy>HC5wt6?ASEzd8Nu$K>&2LUK=!kF4W+ zT?ph7HhR~bvyAwY9Fcdi`Cos*B}169fv3`1<*=>;S;mL$R^njPh9$93*_xypH)Y!d z-4wjxGK>=y&4m9eGG6HZt)snfYHZuQN3In%S{nruWwvvPDMTb$#<=iPFaCb={-_HK zcgU~z|EJlSP9O9i5f?hs5C~+Gl$1Pk_UvxBT7*wSLYOgFGj*1J{rXNXIXprbW77%B ze(0pLY}|M`+bDAoBBnp)=l7YLbArWeIQ~04Jp2M06A0o=sNnv)7z+8hkPdIKM;czg z{!kGsb<~FI&EMuU=l=;S>8P%PtXaFd{CQPSK!AYC;KF42l!37^1XtJOPNM{Dkg3o6 zrn$a8LpFX7-k-g6Y=~rv(69dph4S9*01SviO%@uCdt3sK9~ZK+wjLN9yu_#KV~YzX z3wKj?Ct%Ot^7kUN)(Ip4Zs{p0{Ri%u zra~Q~Lk*ahyX@-fx&U7ganEaBpZz)b`1nBnZvD=%e*HeEd*GJ45gQu<=mRPkCFI>u zcoxZ%`3Lt*4G+&=0aH;(Xb<}Me2@Zn9F=9P#cy~T4^?^7N9GsNMEKa0F}=>Nej|0aR>XwvnTd#%SaD^=#n$oyv*w^A;V_Lh-fUD?>2FDbXmG2GlpW0E>vT)ajr|aJ=k)-RTb4%G=^#aT;E-tu+ z_qq_FJ{tQ#i@!Uy2ysT>G)7$AYayWE|9u4XdTR1@l$V$5kCP;;oQQvF(Cm^{VX%xy zQ1j<@tDI%W4K4$vZlVTd=$swBOJ5b!4;mKXEQ>*+{`gP_N0Y20ohkQ^#wma4*3QPsNnd8F%+f44Q6(J3Bky zIgAIP_vZ(?C@E_zSu{aS!AGHu?R2kd!A| zC#O)dl>>_QmcqOVxLc4aFY+he5h$0V_q`GGtG1(0^degIsO%*1*5IWQ1y3&_cqzOa z9_XNfn$w!l0K<%Id>C=~-&?`*7&% z@yW+*$RDG(kH<}KgM-~( zdFK!NS=rdQ@a6z1qd1j3vpT9UMN67nQJLJgMB9r)C*$xV%VK?(Kq$|Ut_MyjIeP2e zC~ockgkBh70DU7Wvov44KDbe7AcU3bvU8_{WuI~=Sq%Y91`l}_(FK-nP%Gr2qGi(Z z@hQVTyQ>aO2b|G*U2xjX%*<4vISNVt)YRs-t8f(|7XjMDxL2e-6_v;-d88-(Xnhhv zAhQW>+qM?hA5EU#F6cp~9?rIPad}wy8GG!&fde!-O*41i`md8!($?1IR6Z}Eo?An2tx3g>HEF9N@K&nc?NyJ@5&Nx6o zAOe#cHHf?KhE<>9X8ZzrB}oZ|txY7p6ltPDvcWt($v2vfe3Z-tI8`nbr0TY2L$6&( zS(yiy6QVY<+y&G*$Th~s->9#zkGabicpVrglq)GMJqCSRWaS}IQBkSQa=amvm+n7# z{=$udWR0c4JYx_;_#u+onZJJhdVzghj}ui7?JI4Zt{1o-$kTN{Gm`;JdKQzJZ`6#+ zsh6@qumo-Hlx*=&wDh!WZBsg`VD}Y{1dBUMXc^v6Y^w{e)UmzZZa-ROb-~9c0#iI! z!D9W1VnZ03;9*!0&NBH#n93!LcI4h81a9kOoPcI4r^1;O48HI1Jh|nvYLGoMM!H|1 ziC2Kwf{!8B{7F$!$C7v<7zPSw`U&J%p>9>bU)IE^mg5Bv;2;5G7CI*DWYi+Q{zzV3 zqD5r^3q|wDU_Qqz|2kB1`(gKk@4U75( z#Yl%8M0`16ctMcH5hb2u8$jT8kgY7iRac955`FL9Rjfowd3kyuBvj|-c9KutLLAQ6 zplOSQi#%op&`p45JXhJ~N^vmz(CJQXeixpk>N^Pa9R;76tgr28UNUY{U5tLDCxsLdk1&#oyfg#OiFWv6!K; zv3*L!%&X_mDUi}PG&R*?g&_QUa`dJijW6-=4lbPBq!1_-^uu2bbNV!x%y+A4^0a#q z#sYB_u7K5LF9k)#0kHarAPnL>M`fa>U9}u@dVo)qs3E*U42AomEXb|LvD?XDm5`92 zqmn|ZB$YK)7rVWR_Fy+A9|eiq7qs{7v(;9 zgfVUc4RcG&tN6ZG@k%1LTNZJaNmR-fIuTHJmckYZE-Wm}vMkO6=dl{S_XLELY_O># z5CiCWcz6cBeG?}oq4&hyH-dH=JE7(5oP*a!ZVMU6F&kC~_@m4y4p~();BCc0W3-Nc z3%{7dXy`Klb)YE2OWrYON8a-8iE}v2s(I(#hXL}|pE38N`M;z*+Q(uHI}%IARmOM? zU=4*$?D|*lGDhFPQLle|JOTq=;}de=rG(+^j!pd0dT@#2#{Q@#dakmSX0$0L5$qo6 z=ViDd8k6>3xMHX+EiGXoCV-6qch6QOH_*Lt*W;S$><+}!zGhho>NE$N*|? zU1Q@~+#jIqTZc~rB+-F_gJ7A4OYH)zHl%?$6FZLUeO4y?76wAYA|tg>mz|yCBDWBv z%|OM-FK!W#rABS}e)QeD;ov#TMyX%;LF{tt^Be!hAV|)NVDN<(1-0k6ccSmy3BzYY zKXj7BARWJBV`E8#h;8umLvpq*KDQ1TL~C_mAiPJ&$}d@A5fT>uiCD4EqmLv%10g`; zo|~lHVoyk85*aKS&H|shvcOffs?`-=(i_lcIRQ%|h`KJIOrec>Xu~Mig>6bgx7c}k zx8w74znkU%CT9b>=CSd^uusXCO&*D#0ItrJPT*Fd9<}e|$B%RfuRm)Uq)w<&MLo*( zgD4h#=K?CUSK(n92K9_oW3gsyw`pwK+NLHQ*f2zZ%Yu7ti9YZ;vnK8uO@cXa>F2(1 zJGc<0AwpqBWFMU%xzDu$h+jaMT?Wg!av?00>hAxHwTE1AOkWmX*ibb zWx74g$7pfcQ9!Kly;)^fB>q7y>$a9s%B; z7ZGW-FI*@&bLI?lUS8gDP)G)`VDa-b)YReR)q;O#K%H#h>(?znAUP(7Oig29rnc+K z!-o%1tz^MW0y8SOY>1q-jg1GsISF53u3nzIhZ;Bs>WmphZg^7C^(>>v8?i!2KtO~1 z=KcM)XP5t+gVG%hd5#gs$RH&F7+9Fs4j17!^Pk|s^=67k@CvwX97#z@Y^wts?+OA1 ztLB^_R4)8TDJUpl20w=bERW+Ll#$;I!OI-0kEz8ghqGBh8QKW%K32d1cErn#ntu;E z7~i7MIoN`k4sA!r2ci-Zey2|31+c;Ym;-N@gwf=v3wcLG`F|#_Wdv+(40dZHk*Y`J zeu2LepP9Y@8oxGjEgjV&rxrd64N^--Gi;E!6CEx1{rh+Mi(guaJGX8LBa&%j3{W9p zsRVg8vyF|7kdl&x#{^)aInHz#HnB;9(m5S+YyVxs^1B$-#$C(?PWpzECr|$Ub}wJ< z#R;buyh5VQGoGHTxLie?TN;q*yckIil)S=x9KIB_otQMK+-nN4>&=hUm46)lCwi($Aq;0B3bFbA7Ls7SVICFmo0BG z>x94p6vu2?bc#i@LAnODf|&`10e*+j|cCn9)+3aWyQD-@ue&btAxRV zW#3cl?s+xj%~;Z$!YKeu%AoxR54Kn2172B-AeGW5QwL2t!JTe>U@1z-kElD7dm-C6 z0(~fKE|LRR@a)-#E5mJMutPc)+x->j{^T6?zAnLx-5Bpr9u$Zv;bYLj+f3Z%$-`K! zIC0x@eRSy;xgaec_D!22@y4Ai$&@D711dn*0Hs_ezV(*Mp_|8m={FGPQUQX2+g`$8 z;u2)G)*?#@9JCw4KFAX%{n1@d5jNSYA%#eG4ZEDVlN5wVii5y-qri4lhmhyn%Hb#xSc zuv_0b`1LD|udgqFjLU>k=U1f8xG&RylrM~B#F29+_6`mwty_>u5lQ1MbkU^+@}3l0 zqES^c1VL+eKx?=0gSUXH@PfxgjaBI{txgmQAYmO!-r|5_woSLU-9Z%q*>Dg}qS=BH zIb4lUhM=fUJ}3#zZM=usa?ji^LJ-Hm5h1$5FpFIQTM!V5L(L_|acu}E6` zQAZNPIFjy%KHLoCyyEJ7;A$xRa!47LdTcEOtfi0fsOw$ExXdy1qR8E|Y11YWPheb1 zy=XfI#Ojg3TMga;w*T5`YHDin3Kfnm39)nj>f{(*suID9dG`f$5HNAnmr+(%v4113PYNAvIt0<3E&&4sY~~x0PKwQ1c?Iy)B54#w#~2y zWn6mnO)KDo=ulLN_kje?$s5(e%K#;CWuaSHA=9;&m?*`-)r2p|;XB~#8BUtWo@lPC zyg&RCt#PR6>G<{4kyR(eu7RskRTwMDWaj0yp4^cP;twv&9L?la1^Qr0s15B!ZjbDQ z5-^Xvh2y`V3=a7-GS?%u>n{z1pyhnJ+a*~|mYqFjf4VU57r4jXo@rU^Y zfj3)+3Bgv3og!kBQgdW<0AisaFw6S_PI+fwQ$gZq6tyz?I!vAx6p)@$C`w@(_8M?H z7b-*Kk$LjuN&olnR^yAHp|)aOJ;B(=KEE&!%ptZ(jNnQmXT)HHXop)BBI@Sue6iNWbVraQ;2jAKLQR)d+)6SabCEv)@2e8;=`DDGU}zIkqe?>rAqbIje`E*M z&)=VggClbXZThWS8_jDfg(%JqT+2PvDS-td&0jh~4G{g-( zfbwFzz}nj@l~J5Bl(??RTPzY@^C@^%QWA?STq6|gPp^;owT7BH74eK*57=JPVk?uh zb&F})G9)-+V$jo#+J}WzQB`fObVRQKb%QGaDtIf#qfQ3#ILWB0QKY7(o;i1}o_sH; z%R=o?&jVg7{u$0#_x@XsEiB@1b{Du6A}}(G32WaWxeo|wxDFZKpF@+mxIBWbc9rN z5$GlxQU3doGk_TZ4sg3!ii(PAaW|ncQ~2W9PAu_NNC6jv$j#Bw(E%R+9`aD3qMY$M zxjDUhDI!Uy@#NI zDMyTeMj#|1L2e04BvD~_LtzMqhrcZWERq!`v#c#b9vRGOmk#aN$TIdE*9yq$mtefT z4myM~o{BST0+2M3bCM-Kv(DLZ-5kfFDUSc?a%gRA8tQ~3Jf{cfD^!}=64~umY=||B`s+{CMzpDV`}N@D#6$pp1&m*B_-~%%|bq!NOSSWF{C&M4Zr`#Nyyi$RBN{+ Vh|EuL93k-MfVRF?o~G@k{{d&!dYb?M literal 0 HcmV?d00001 diff --git a/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_141836.png b/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_141836.png new file mode 100644 index 0000000000000000000000000000000000000000..8445fed082cb5c4b674512b75b36055ef2d88ef2 GIT binary patch literal 39747 zcmd?Rg;$hq^fo%QNH@}=fC7Rb-6{eCg3{dx(%mtLNFxm@B_Z7s(jB6Nih!hacjwvj z{=V;=Z=H4igEQ-mHB3DBbKg6zeeG*c=yN4mg6lNb5eNjqQ#olB1Ogq2K%mWB!-l`` z4^7O&|1g~&Jyp8~51(shA@Cg6K~CElfgmzQ{fm|-nfnU4$0_ zDeIG-dhrLRl9wa**FP%cg&^;6&2Z_2aWID~d`S4P*u^92s`N53*Isf!_`QO8TGp#H zB^|~e{LZ3QA813a&#IKjeXvH)pHV?)MsNRqe(B+kaZB|3cX8)|wG)r+nZ?C4?-K8q zMkSuyBf2>wYX?ls@c3xV=8lkthnayQA~Yl<#0H;C3iSeQJ7zRI?diIYb{n2n@cjSc z_R6DEv_Nz_AenMkx#h6^kHO!8OgcXIhu18ohT09$55uvgnkPY*Z39|sfOm}q*DC4)c;J1>&EzZggprC>kki|;LF*4HBv@9COs{H>Dl_#G00&jZF(_`tXg6Cq_| zV^eI`Y&Fb&z9f0ontpX|!Kw4*8Ud|&MH%ED(>1>-VZiXb5{-({<(wk*21mJk3&u z62oSL!tv<_PqL8`eGa=H7>Htx@ZZ1H0!wBz4SgvdK74pQ;C~sIz@gdp;|IYl*{BY~ z%Uvp$)!(>t-S0~G{bJ+d%3uDVQH14O9r<73Adc4zufn<_X-)sN1qrz<6Jz63KleFb z=u3)8P7Z1EJwr#xykj7cl$0#esk#npDjKdLB}oXrhmMchCjC+pp5*X`jB9CvX- zD7&j|$7hoa{qlz|$Vk-R;AX_!W@R-QEi>NU*$I%(X^Wy4wepF&I6KO+7)aaR-j>Re ziQJwI=Vs>TA3km+y(?vB$0a5vX5~6gc~2+4-v7r3{^j5KWGShsJHJ(xKY@jeHhK$I zR90HMO1^sas;si|aiK;r{-L+Gcb4D9shonsgVC+6EyG1R0vf)SKpY|~*DGmh3S)H3 z+wT~}A1(E#?tm55Xw)=2&S9r{ZwjL<89ZsU*mKLcZy|1KahZ~Re^yu2!+dutUStYl34S!rXyy|qcc5o^( zDM>OECxksHhfTx~0nVj)eD?Y^`uQB=RZGpZUwBawr_1sn8XhI*owTnWr~9ugt8{#h z{{@#-l6js?UmgmI9Zfh7TJkwKINa|xC)N&fUHgNE$jr(@3(=_9t$UhoV_f+CPqFS$ zg}H*wc=Zn^pPOMiir@ zokL1tAqRqqgQM`9GvN(hOhlPkFKOUKy5H$tgwgWgr{Sn~Aw9{X=$6Lm*llwH*TTXA(K6o~x3iL)&MYEAQ`)e5eRHZY9GoJ{_w2Bz zw>STfulU(|P#_Np95k^-G~30Q)m>U7e2D)!TxCR8-ss(l1}KHl6P(>@N>taB*?n z;pCL=OT6c}@t2=dzmEL!^3uW0tqV-I+-*Z=ettgV*+&8Jn-;coAM^xyEJjAg?3^6q zzh7QKI%^AN^y>*_LZJ{oSV(MpFj10dhWF3xr&^6({CqS766f2Gi}dR$YwRXpCnZsN z9j=E$Hp(#VjzS*w)>htB5P0 z+lpC6XgA%23ejKN0XSvq93PAr{##q)aHp;?Lf67!U|>LW;Pw3a^($}bk0oD7WaJYy zwRmQ0#O`TP`p?ps5sQm>zsQEBzkR*E0qN<6J7=}`OyF}WHKn<^xlc)@VCf!SUhIcN zA4e=EQE!!4%iXu0KNwEEM>JjWBg!7`ftj}J{{_nEFf2{H8X2BEc>*TPUzaMA6#$4} zcW=+yN7uS#txyyP2PbdXDlX+?NJxAnZU!y|B_;E%TNnUB_?wCiN`q@^1pO`!G@lTv zEWoAYb6%I0a)TQ@bMj+mR^ehrvS$8TahU5OfG;^dJ_a8smkC8Git-*5To*u9}e*7qF5ym6eqyWVa0r zC;6;?U(3(Whk%O0mU%MqNB!2u@yQd>=Fd$=gh@!=e_3T^>+i~=hlb;MY2xIJS zAyJGZ?gzNp1?B!feKT({+D+0BNAhUf5DJnHT3rIzp!q7k&ihp2{$ zi8+&#WY7lb7YzZo_dH+idEs!a>sn%~?E_w3BYS(I1o@!fzkk!{8@hh68LOD+Muy~l z-kj!6Jx}14Y|ajf&f`@?+)HjR(SKfLZ&+d4L(Ig47_I)1eY6I63JZ^N2G$}YSz}Pz zoy=njC`_#3@^r1%;U78xQG77bH$g$h-BI-Bc6-fN7eo-PWnrD~r>E=Pi7;>orQ6>U zl>1-#ouBUwpyIlZkI(k<(5*nzkNnnetE@+8)^#C9e&Dy(m|KJMD%!DS&m6XbWE$Zn z0hV8IAMK0Ucy+7m&)YMHw(S=+c4)U`A*?vuEG-4U z`t_NDP2bqq7*Ig_xP3E0g1q{KSFPvXOPk3$ibBoOu8vT$q0A?EE}IiKQ1SXL5o6R{ z)z9%yCp1d*LSes6&yRPszB=W!ZbdPOhoQ2cRyn$Uz1tJOa`%l|5S#`L)c170+!t~~ z1&u1Jgw`hYLJebhqAtOThK80bXwSf^lyXg3S^4~Az`tad$K!C!qR$s!qtqZ0@PjGf z56h7f`jnKE==gX{@ES+}G!t78b%$!~r`hLjF*6t7vLY9=N5Y@dtNSj@OC9{tMH;;0 zO)c?iJih#+E2X4#(9bsc`NMB3eu>Lt)BjK{ctoH0B78qJpCz$@&(4z+Nq>fq0=AD- zR7gK7rCx_qwWam(_2qHj)H5?PV*<}alo_{Ue|hx_8%~MCx&Ow4moorO0MVqhUeHPU z(V-G8n4#l*4+#WNimR#daawSHR0h~r*IU~D*S<5;igBBT1&z3O9AMVB$Q&`q2GVeY zj)&{os9c~ffeo0M z?D5!52q~sZ&=>30$dnp1mbt8`paS{H$qCAZV6OmE&TMQDK$=3d0H7uYaI`6$bD>$H zcX#RtVyr0?M3#dYXsF!2ylfe$(U2zYJ-g+9C2HVzV(#JTX$)^TK5D*-6m{Q>7j6y= z#OQj*_^!11vhH{S;COIg;NvQWxb1C+@5wwE0RaKm@bQawdEhG_etn0=6kE^Tbc_ye z{%E|~_TTDin5Kbe=geOK6+!3cJ`oJ!bviqcE!3&VqzVRKW8swnu17hJxnELBN(7|0 z_Q}b{V-69KIuES)Z)(FTOUujGq#`0wE(Gf^Jg-MtFBDYRri&7%%eTO+Oip$eET@~q z6S)neGBTL5v$Nxck6@R}&HE@(FGCjPx6)smYOHS^aP`Eeqo*IrS7i(I<>BF}b=#m( zN)bYna-jgwOk>A+@mN|~ri=If;`}PR)rmR_&kM!lyl-jZQq6wD_0u}bBc+T0PkEdd z6(QJBpL0R#E^R!d0q~)*=ysX#o6!=m$yZz!K@qDH?@O ze0;l3iKGd7CwWN?zSr3ngoi3~0>|CfM@gV4q84@Id>t4#^yx89 zil}?ZEY7ERHnQ?>3>b!nhVz=d`U9PvIp2#`QFRd19jMTw^Tjd%YP(sm+TpOskdQpq zWWAp4P8Wv;q_K90>tfyzFh<`%DYezTAZW8q%+zb|#!cT?`)CEIXpEUFF zTm61nuP%B~uZrXB+b<8fV8Lluj5c6O*re0Fwr8>)Q_;s+LF zWMn)qzf%hd3%B<5;hAc4$CqbY<@VDOLPA0_ zKp&v)9Z+^CpkeBXBZ#g$V6$^a)BfG%rrl+Zb21S(9$>?X2S5%1*jENMAMXP{meQtE zcGL+Q&C&tK<>W+;UVCVAqslhM-?K=eeFL&>7 z*L79Ib@k1gH<)@~ov;A*KY?-;#Xqg&6i7T}w9uzn8zB_~0&CM+&G&De?uoHG~jht~9 zKYTrwfBOhWDV=hBu4`qmxjFB*!=)H8Y1{leE2&b1q0dfG6QBq$A|j&3;NajUxYDV( z_o14{d4YQ2J_5f9l8cp3^Vry!7vgk%eVw=2`~0~4a<()46u|h%af4T*LFus70TF}P zpf#h|;96&cVWZywLt|53p2kuoU*|~f@TzjUM6vx~M!==L|Jlb0;~URb)(Z1`;)T5X-r<@>qMe~L9xm=f2pkg=6Al-ru3y_@p1HXR z#Ky*=Qd`5x;zy_8$I_IRM|L~nd}=O7@FkfFROMSOXeYDGYgr*YNM*|1i{-3$Wj15H zDMF6u8w%Vx8e#G|ym@^u%O@tR^m@ixqWpNLn{nrKtyEK}H7LYp z{AfCSYd}J`f}8mfAjIL2a13_plSgWAnMqrIe$lyCZ8P>7O5&S*d|%q;oSdD98a$l= zsDd4$s&+VMbUWx(TjDJ6vtk(pO2lf@&Xku@Y$I`TO8*RWNp<^|)^bQi*$e+LP! zkbh=3Rwra~e?5ek;Z64*_m%B`@ZYVnFAfVs@a$w2%<(;MW8v61;duA6gom3*$f1P+ zd3|VzWlPl9nCAR!+Nz^-<%O0Org~7}H7zPt34eLdXTO6?NL%9L$)TWOmXu`N+}uRv z_`g-wnw#aeO>B00z>s$eBXa&GtUyp0~3AG($3?7Ks z-#-eLw#|LBM%&-pYlp)4-^$7>2OB>>2~>Fkn7U}%IZ*2vn<_P@s-9v<;`sf#ch zn(F!n24sQKJU>6TI-n`!h?EJetre1%k=w%sj zQ~IMLAul>O+_`c1Z)OI$Y$@8&g}$?6)o@l)!HV}`_N4M~B#`IMR_YOvNNRsZRS7R# z5ZDaMQ?no9%oR5-FHI<9@>|{3GzilCL@*Hd?Nag@yO;-WC+#f(YU})#<{z)X&-8;< zL9wVVjfEs58q;C%`+Jlnz>cb@sG!0vorDkdTvsFplSWjsu=C5E9Ux(!*w}FToh(p+ ziD3i8LXpj%72h+Dun@;!$tjZGyVvN2)*hTy+hga%3sJKnd#ss+B$MUzDZNOD#(MX= z0MqX8w6xl6Pi`Y2hoS=PP_?ZtKAjLTis=B_HeBIVc5d#iTeq@~k8y|?W`K!#0-W1h z{2Q;~Sm;FEigf0%erycg8e;yW5^BrLOVG%mRVibm5MJi8>O#bxz#w^nIni{_&_;S8 z!T;{F9QIdO5t01Lie{7KJlGBk-x3loF9CF5OL9Zu5KhG{U<}NFZERdXJb6nmF15JM z`riKU3|&ESrBs!h0+b=4G5pdMFWk4#CC{0vgYol^YkTC3CPkRI2#@E<_Bv$#D3IJk z%EzY>-exOw+|=uBa$Z6{u;|eAs(ZC5$jXX+OD5t@*Z7C^UXX16 z5H!(Uy-bk9HPWMNNy6*>RIq9I^w(#p?kHyMhy2sdx-lAl z^vo;*|B*c(crlF9@x5%NCdobtc&)ob>nN71<9+)W`6m`#DK zl#`cl`<<_fhJd0Y5Hjpye`$8S&QKl0^m+1+YGo-cnYVXG4C|S`1Kp zLJ}uc^u&N+X49@=?_fo>5mFwSV9jd!(b-mW@EKWvRh3R)y5z;aD#`=5ny(}fD6$TP zL@zJ4{BMEz0t4*e?A%^CAb|(yhR=SAPX9_v;*&w6mxGJToA7YFhQ`K1&UiWohA1dl z$*;uBzmZ4K3KIUxRmMSlv74lUn()chAxGO3{p8z;$ zsx9w@1kEyN2{oK;)+3OR-)}TVjf_yAh5hmB zCGf&|O3zOGE)cS^Gb4rp9GV>tH#2w3u%f?F-#0?Q7h7ys0h1bN>UVi!vA;PvZe$45 zwBy05I`I3DDl$Fy7E!y*s+f#~hTZ2s*4%DeQ&01LH`QZ6;rqw*x6_raKm748x(@g%i zJ#_nCMk8G1`l*|SQsiNYG&rLs&k~>kB2!Y5$zM`Xnw`Cx%6&KAYsuNQSUUx!;G>uzu7=4gXL(BnD##k61Cm#C{%7OUh!Dp& zV1J!ootL5$6HyG;qugJgHW)EfAfh=ymnZx4=UGTP{OsMkQ{G$ufPPOFab*X)2?lCv zwtlOLBMp-|Rg#B?1XUVeSScn&MMb^M&1FN;(&sD6{ssTC9{!R4a7K0m_xM=Nujn_y zcRPOGq}4=!Pn9GtWKz;H+Nr4--isSR>qRF~&8+L4?BBDna7@vI9VtW6U=y_@Ww>)> z|62<{FXGZtq+NL*XrYetaA?M5GW<3qQQHX zV|i=nw3wKh0>IN=;hYIu#gMqz{}oc4efKj|Oma#}0;5!9WU46{iAxansCmtns4-k??Zo|3R70!bFGc>D`?gU_6X6d&m0)bcLNx|xahR#{ zKIlYvOWj8Dvm^w@^glGSaizav!^I=Ro#$>2;m-UCDRDIJfkkLUP-*eslSNt{E_Ob0 z$nT3aNjmC&#}DIInRq|{R-4I9m$t6lH_oaS6O*rt)+T(L)`2-FO?P>x(O~?*KD0nZ zOY0hh#Cnz0` zcT8(*Yk%Ky{6Yz(12iH6o12@N86{Ps-j(&9}t;_+Fj9km|V*-52K zWLB{XB;qpNkX_j{G_7Wrl?lVVFF<*`BpK;$P+?~y!NmNL>Di^niFpgP@YgTw*ZNwc zd6r#R$fP2MFF0aYU(-nviuqVhIL95Bpvy^zB_&|3kKU}duGrT#&(`R894uW!|3W`S z9M8-QvAGG{VwbqPQO2?c^k7IyBfRY@P}(86ooXAj>(`Nl^vDwZNauc~RAg6Vfb2Wz zzUwdaq6+FEX(ZZ}EA4_`V4aZw^pMLK^z>|L~1=HAXGH z+Aj5&0TqU+k0w+KzrB9|Xt_&Va4bsPyW_|r4ebLTe2~u)A$IX)^d$!q8fxLK`(Ev^ zZ+nN>BJPw&&NIlJ0p;q}-;>RxZWyYsQ12*@V!*PSAb!9h8*%@KuiS#sD1l;COuAug z^m`Gsc!NS5!jOswX5-LVj4^qt&>TsFRa^IAQ34Q{SL3VAz<7?E55M0&+Ci&x;o0y# zSidWQKiN!_B5LvXjJdBHI#%Q>JElf^FU$2ua;DjTDitFk6)^-tlSJ0^U11o&n!j^Z)Fm(l{`Aftu#}7dzY2 zGdx1<5By{gMB-u<{r$7?7dJ1lI)om(VUV?;Zm=i5>grpTO2QZP3fkm?xteLDX?Mrr z;HSk#`w~1wg*m#y&Zg`K>~KCAvp#?!go4hk{cf(A@~Rl zmVG+e6l8w%1@m)uNbG&-gqW-|&7XNB#H7sCUtdRVz%_(yM(^W;f&$g!facEjkSt^C z zu0Pcc@tc}Y4kuMfcg@vv&B=E_45PMo^wzD%LC#BjAUkp6NshgnE~()Ctmh#Qt`QVS zj++z0Ao?+du2eGLE0AZ9vMZunqm*6$akUra<>e0iFGzBQf@%i#pxd6KXKGg>?zT?+ z!w(Hjw#-7g`bEEP+!_bFO6!>Cwaw|8ZvQK9@_>M@(AId)g_8#?3iVw-KDMKIWW4(I zYqT%0`z+63LGmhtiWpJ%|Duugd{rOu{1J2|1cp?P_CfHSc@rdQP}s_d*RaeSXiLIsN}DwvX1&PL7Zv}kw4uM`st)TRA#ppt^k(8N<$jBw zZ~iOlhSuLbi|eraBPD2p_987)2JfzpuIe%j8o8<@H1$ijcFjd0Vo%f!GdzBaIV?h` z%CoS?b}%!>+j$$Q{By+xd$KAg2)IQF2?hXW+*3f8YyL}q7z&j>5Y^w--GOi!lcZ8j z8zT35(~&!oL>nW@ zSlrxm9ctriv|`jATjESSLxdu!^xr(aE3W}H$hmO9gd%@X5=STz{%vicv=$~%r3m>P z-#@&15#u`B5o-CT=mvC?i4Y!Z#Wg7T4oV*g(jJr}IIjM_>vJ%y>12RSGW_#k%>;{3 zRMhC)!_yR%&BU+IFQRX5?sh#+eA2(mt-LyjwtYxhg?L8~oq}jlW?nWthD<%*|8MSz z^TDh zq{1mPe|P_D-|c#o$ijvrCr3P<7>y`Uo3+QD`R=Nl9YTrfZ)%*LwJ)4gG5k*}%{&vt z3VQoqd)yZqH(qJiF7$PNEMRFEiZc%hCu79_`-NwKW_Xz7#$5@i&Q3Icm)Mv{;N+P| z#!9ke0}TC0^os{1x!w8D*U(fvIrGmnnTIjNoUv>D4X3nv8c+#9Jx=FJCK6pyEi%8W ztsSk3rq<_%oI;!^O$DY1eVKR7XmvJb*(+5Z%IBpxvvUhkZ@>R1dMyTy?#IW@Y8IC( z`PE?zuS4>28?4(1Ay3j;ccSfm%+viCQJTkkl>Gw#2|BBs*`iYk`0NSy*Vx?o-e%j) zNQRL_N5<9p;}D>87Ndvm>nv0_R0pB-wD$m{wqa^bR9FuU&3gNYJy*MJ&v{!?f$oZJ zWrWDV1@q@GsNm;eC7o@T=AQ1en_K7nCVzbPQCNr> zFD`|%iH<%1WFt|ZO#qJ&NrsfnoE|Jh27l*9^#P=8be+>2nlQtG3uThmI8H{7_?^ zGsVjYs`YPn+0|@1_n}<9jgE9(>o_uQN4_Okh|J-IV&-}Da)E@$^G!=R!eGMCtI5mD z%&D}Tib{?f6)ko~a8J=8Me;9R^!{y5oVeilSHM(V>~d5p&tlK1ZY(Y}-uBk-uXtektkK<^r+puR7)X<4wi#od*;=90Pg;eS3Axo%_BO;~OVa7exDN3ofdIBb6S z?^7z0o2)z982|f}_^WM5FjmKFa2`E^Q##Fdx?hB2sau4yWftUlS*8!buO2Iak7R5* zm&ntf*^bCyLbRYD@Ulh6qY`Qb9K_?dJ+unX-UOi?9=05;wM5c7$v*xJrO6`?PxZ+s zGwU{A)#pPMH9jk0>ha70DLx%5dpr9*9o=DJ%xKQkGpN%SkkuMbF2 zF2!-%ARYfR3Wb6}p$+mmh{7npPc~kgtPiisI+m5Iwi@Ajf%rSkxICh~X}S6t?1&35 zS5dPhgp@rh%A_r}D)ucWog`OXy9KRW;#SPPug*B5 zHOe-+YwOcLQ&IyiFFFM@v0kuRb6xG;h9%el+oJc5!K?Nw+RRRuimiI>UuAF@VF0P5b zsS2p0J8=@-Hjs(;z@0bS+B?g_)BP8vrCChSEwM)Nm8+M}J!d9_cWy4{B+W;4dHk&+ z<9I*6l=Ou%hWAeX85M$tkC-0~t?B9x37HfJ6AMx{s;m=f6AVDph8looLpgPve5ccW z`RrkI@52z=oZCnQ9630 z_`-e2ijs!iov-T_zmx-W<}N6;(Ag=dmRQG~W)RWuaXmcI0geV`gRRqbImQ1}g;q&rAVcO){i3MI?0f6`DnAT|VOo{MmK& z6rvg$Mu&i5;kP!-L3uffg@IIz&8Y-IN@mq>{n*v^RO9mNmkHoQ!YZl(>3-5b^=?vfArnK%QSo;=Ivs5is>c7L40N^0 z5^v|QF-!Py+H;zTDI$umNe0E-yQ6=moD(ZZsk%Bw=HR|G%FgoK3YeEW*R~I^u3y)x zlY0ub7V{IAi7J+jrOpup+ESs@$2)NBI#E%XgIo|LtrI`u(TUxuPWXUGObhA3zP4b5 zZu#W&kiwou&>lUB8+IXPr&yP*Nme?H7gx$igHT({Tv7rhxXH)# zHn~^O?c{<~eiuzqp7h>RGhcc4D|XMG*L);9U>W`No~AeFoL_*2kc^H5JQL*b&2bsixD*2$`vR&PdD6rO?$PK!R6Zz4-5209+vf1DUq{I<&z)gR1R(|OcGLMqp%tHnRQDDHf3;mz zdy}sYP&BDn9qjcIEYD95(7GDCHpbO^`m2MRn;9CtD72;5s=ubSOZXzH{xT$S7dmWw z!2a>^6i#`1c4VEoMP1wS91K???bO z&+=bye!9#U19+`SHv;w0@I5F>#wl#aFQc&VwBkdHrh^#|q46|D&A-aq6w@`o%S6rwDUg0%h#a3V!nGfzfHPCj3yGhwY3!`;sVK! z<|fZV72@>d>Q&jVgxF z&`^H)OGHa+D;i3W2Gl;gSXXZ^uF?YjK59r~jM30@$!_?%0L>^6Hkdkd={2F_2zMgfrM0ut3Wc7Imrx9q!fom{Q|{EG<<}lja$m)u|`8YZ*E)W_zpWrl{^d3bLP$Tk&f$B6-WQyUB)wz00fKibArPKp3 zp16(q!Mm_Bv`06fBVQ)6rv=(&o9#VNLzR2%n2>6sA zMTXqfw#A2ro)EPJI0>8(I|l`vTlzX8DdiXW}C(toZ__Lzo()4gr9EQy_SM}J1F0+V^4-7GVDT!VvKY+IT3d0@PT~v-;oIwDp zw)MMy%eum~@J`N93H@O4$B7}WD8Mt*u2$?2{wIb8`rU>VEb8fE;NmEXAAM@gbIo?pMB zp(>=ND=juytdcw;E>_xDiCMvY4m&#e4k=7t0czPTql;KDIV!yg_aq2!E3wsW8KJtv zi5W!)MPFvY(;P!=Lh@35-rFol93pg@$cFOgxREkn5a@~s78UfKkpfr9@C$0}{aws! zpGKTlY6@Id(D|$|=NFyw?(YZb1J%tkTmFdrHk66XC0%hZth-mpWa7PL#z;O|L?q75CJI4 zDO(Ob-v_MAQ|PkP=e*3MF&V)QlWduH8Hfuxh_y4%eWY~KK2A0##F4iA$_+R>T8Ipi zEvhmv!etC5(@xGXg9JnsXSJ^QOE8=qggSW(U6M0TKnpihI%g<_@Y>;J2 z=YmDVzNaCbz4p`CewW&tmLd3)jd<&m9Mxac$Xa&G-Ev?r z^N9QVrKX!u0Hf!p%_vh{h}S-G6-U0+&)_=U8e}-tLR6PqXJ;slyX{{@u`X)QuH%tC zcwMSb)<+%dYJ{H0Wb>9yfyMQz;-K_YPfxx}zQX*8#QJ6Nhg`P7%G}Y#vv&umcd4Lz z9G7X`c+*3gosBAm2?<*ixB=+68jpNvaH)&MWl}_NbdMAq7{i-WMM7imzhgjSQ|bYn zR0g!WgiW#*Ke9mi!?oCGrf%h^t*pTTY!1-$PXKO4n;h;;Z`^DgbxcZj zFQaKUdQ{YImr1b}(Q^hsc}xAFw^JAm3W5oU|A1(>4P?d-ADV3Q!WpJOV{T)-Qy|H& zurcIX%$pQRZXMNLG5C^CpP;4NP_Bh{7fs9!zvl;l-U1pjDXiJt`xThFHDTq}t*ufu zcCf0(h6ZFbaruwtS9``s_CHXqcAb#AP?a5<3Oz*x1r#0HuYXousj+*Smb;;H_f`U zq~Z~NG6pV&%5bVqX`26*6$VI_%S$}T?}31gC+PPFH z9y;M55CD2m(o4sqP5tGx<>}-e_h_Ba2uz9NjBNILoqO)mW*kZ>#NloAU(x zV6FdUA#FLD0upLL#NXhH-q*Us+mmV!Vq#j}NrqvEBvXIQ`V`iahS>aDg$L*uHEIOv zp-=3?Qza_-$%sEcEf}pR5alln(Pv z>YLBWgXa*v6HQkPJ>SsJ&pT{fco`DH3STGxovd#G;%DRLV}QILghdk1FZM3FoqE#{ zGP1IBpaXIW{v-#^x1YDn%goCU1ewzyhVK8?0<>Yeoh74>U(pe7#P^P1#Bvps@b1Xb&d>AXQq1ua*Fd_iDo+P zTVaCFp%ZN8^Y5R@qmdj1DX+RbRoO1+e$B;56y0VGqX^K`n~x0s7Aua1qF2!npc%Ng zCkg|5#TwR|(d3T{zBQQy9g_o)P+S?e56EPO)81QT+QV&`R*3Cpz)}|{5 z!ba%c_y1B3FPXt1LiDFUAZ#=sAHyEKuvWyt3ES%Jg?Y@Ec7osq zr3Zsfve8US0E{v`uIlIc|0wC2e7=4gw;ij%g4qZdhLi!~xEv%7bp}ySOdg26kJZ3K z0h+N3Yp=sY7W*O_ZJsC&P2}3hlattxYhSZoL_zyu3$ql`tFll9+di{ z=3P5+XFvzE-OHAalGqK4$ih8O0X{?treVw$`ZOV7VQpFRR_P#@#0N|Uo%x2>P<)s` zkBgee1k>+yh0Rp|LuWK;3kFUHn?AFth{yAw2>hYl?!T`VTfLB7kTKo{p)oL2yv-D< z+Qj~2^+{e%sPT8;_$&cbI~X0NvG1Al=eoy0^HrQ{`au-sc$$GXxbEq?Efq z>Re~1dq&GMv4RwpPoKNbVn(Olv*(m=+2#JMT8C5cmwbfRKKfGd{tZ=wH1Vc0rK0H{n}&P1*ARcdkVG;E6Qc59-#5|+NHiX_HxY%( zjOCwqH^y5ABsJ%-$E!nwI_#(TCj8eDM+a^XTAGz&2!S9;@uL6%j43<@Z8ib{dZ|vR z(sp1EhL3$_b@vkAXQ$ZyqkD&jS30GZkn@D+0o52; zOY`{xH)#2~GM|K_#7qb&sJsMh|Gt4nYf0CV_gtjl_Ag~g&~NsRelqz#+jgwFeM0?m z&)k%h(h%4)gE#4$&g>ZJ=&UZ^8ei|KlTgU{vR3atfF&%BLJq0c*-@85m6$hYUJZr=Qy9(&V2$OxLYpKW~&T#j%^}Ai|@Xt%;&vBUd#rFi5p4 z#bj?Z5dMV@vwC4$O=pBqZ(72fVovwz+1XsG`&28;2ZkT{ZnxrqXbcB__Mxxwnddzu zs8?$JuOuLAMLLuCqg*jO{4w;C-Y@J}JubyLzu0hGin{LT_+)w7a4L6lbj0FSyoc|~ zic~P+Vb1{f-dIC&WhF?M)v`lazHwd%fB%8?fv-GRCabM8oaT#_dgZw8>A{W1>LYo> z=s!M;!Ca4e$UE*w(@lR4+$`@67(4N9@BbonaQ+4T*39eO*9!&g-uUu&#gZ56+Hx4<|NumLjuSJjjiH3*tO7zBc8zfc$!odcP&I;%f|n1&|o_}C*5^F9|B;ipfZ zD5m}^t(BC_4@HH9lGoo2BripUAev6Fg2qwY^CKP58s&!i`|GoC$b65$0hk$8+Dp!iLgUaB>gr-|Mr_R)* z%oon?bmbLpV(hlQizJki{k&bWH2+!f2n?HprHDhItn$E!VL*WC!2>dIB#-mjYz`}EC;q2iAFyvcpoGvA3?pIxeke!T^TD1x9| zr#UjYcWn)g^e&#JP9E*6!>yUtvcK~KG^1k)zcq{YtNzw-&#ZAIma@N-XNm1-@{MH3 zx)-~^(hSwA$N3AJS0HSBuD)-k`K!Xb4}pMc8T(ALSSJVsb_gjiFOhZm;;mo*tDATQ z!=XDcvWS|Bgn2Si_EaI0jcmyl)!dHUDXYa1X|qq6Spo36kO%Rg-|{HfyU-1P`2z{`H6T6OuAUetS@^}8p&Y!K1+0l?ZY%T(uvqe7&XKtTNXEg~(gg;8A~?Bq0Tek+JdktX+EOe0~2PH`6uIrpt!!H*VXyiBxr zS;uBoAr!5TZGPp3G4g$La@KomYMp=whmkSE*PG{N`A_qIe~QU^)6*Hl4maBK-KQSD zfF9HwcAVs`IB~S1yn_;mc~N>AEz9!F+IK821!Fd5D;%l-p6nG?pgqdPpu9(l8Xxxc z5VAX1!|}bkTtDPT8++RbgI(l^43+#ckonfu*Hc|76%I3lUK0|pQ&6rJ3=}v%%Fj31 z+53e4062WQMq*t;{-Zx2qjR1?3tTXpMD^gA0z+m?OV(Try zs#?3Y(M5M7jes=LA|TQs-5~$GVy-!#`8*@(O=7PvBm>4=(lG6ibKE_+DP?PQkvA54|kPvCgMps0$jOYqg)-Fe*DW0f1h7( z#iwV^|Jqt^(;aOgd?Sj>4_v(F@9*^#7cxGFj9>T05718OJCfLmNtJZXn3)%QLf-}2 zUn;JC$SA&U^XtQu^wfc4bxn0iNpW@c*T~|B)rOB|B64%bVtk?&QOZg+G#y?S;@Y?` zh*Y(92G8n0n6b6KKOt55^U8x0YOKH=LN~!@Tqdhy@Oix9`rPsPv75BhJ3pUMGBTSo z2U=}@d4=NIdZT%`eh0%3u8FNpC?$gfHi?zZ;o2FmgXomS zUn6L~yY~wcZeQKnrC`kMCzZyOgi%OjY?+$hEU>!z`uXXu_IDWKhoMN0YSqe?QAt@n z7$@Jp^k#n@sqDmtQ7T<0)R=BhimnMDQ|HHNc)Gfpm)jPeYxI5|=iU%0RSGwGCdwRU zEny%9g-XrHV1>#a3@H7ZW&$WHL9AAT0Wu&GpUE#uWqss-`r^WOm2oO|P^a(!L()Cs za5AAIA>pWsI*|Gmv$Z|1iAl?=&B3Lmyq0Hcp<9?EU%!e5%x1y7C5%ZW2h2c>qZG>S zMMS^DN9yW!jDyY6eZ!AV-2au+90c)e_9`w-&BreVzkO>P&CAUb(rA3Lods2l>W9x` zx|0eem}8mltK6+iut=4D{nGYV+7@OR42c4{1{P{>eVhQU-iyo*KxZRQN>l3#Hyt*I zUC#O$y*R1!697qaXKLK)Y%9oFu;`rs^NBivJ6X7kO$^KI?(w=s?rnITz@@Ofc_?=O z6NCHaEF(gxv_4T9XJJ_R>A98;@&=1Za7S zQRxs=BIlP#2DFe5=texrh|^COb0Q8T!O`C*Is5rF=8(>;zN0oSyCkI#2y+&hUh$cX zJan-c$-}wGl7338qV>k=(=%d5bm42qg7vMfupni-H+Yo@6#L}^T@0jEFmt2=UF#VD zF{YxbN=6&jUt|=siHEyIt`|a?l=AlSIipPGn^l_N^y|lA-%3`P?cT5Y;Y{@UMs#u`>ZNzZ7`Ax79FNW7NAOv z@I%0a==}0BCd|wkl$azx#QY@(xpo0Q)PS59o~_wOllcf==|QC z@w8L_(q(j%%*9anNAEpUy67cHFi6zZnYki3x8O`-NxpeJ!7u$YE-Zkk?Qm{ae)09q zyp6tl&Z(cC(u?~TNpZej3*W*Nj4yH_pk{clg(@T`>F?LQeJ{7fB3j>`OB;3g2TS@$ z)?LK9px_QOe=KL9L61(^p8NR*IqKd}VEv8Fe(sL*6^C#{e6de`A7f!uR$?p z4)hYU{zn(04-zg`$Qgzx+Tcxgl3?}Tw}xv&>7CDA!^kqGC4mEb?NzPVT!a+&^OX2p z)z5D=%TmtL2p5p3}#nA8CuKu~(a`BpbqFKsg01M@pM#e8jZCn?h1tGuS(yp+f zg;DI~0)eZ4Ief{WxfR*-6L5!` z?1>LPV2iRpf8LgM?bLk{(|LzY8$~a+(o0T(g=1e-E>a>ROmL?qa_UetfpM$Bow*q%*kO7ePC1+oWvigi~fPnpZkvL z6&sz76((YtHR_506z9NxNdF>uQ;S_lrsLUCz}Ji%0}tkc7BbYH(?^T5$jh@x^?ul%j? zzWyI{l>2Wk2|B$yhQ;U`Q`;r>j7p>x+;2zCM<9$uZ_i6{Ujk%5rLr<+%WGwdM z?LyqI+8x89cdP!RwSr$>r1mM>qfAa&uCJ`DW10ILM#d;jS5yEh9P9M#IAuaJ zLnANc%e&JfRsp`T8orT2{pVtQ#+~WwpMQmyVLFc&86u!VV97w}Q4p*j&@*(wtWX(H zXkqaJ;IPj)G@Ki4bp&FX5_vDlx-GpKYA7Ad_9oYeTX!Rhgm!NVfSr?Hzn!cTb1 ztb*6pR9fEi?vHfr{VdSpt*Kh}_=)!Sbd=f(Zyst=TMOY#SGc&|jeza)=mc`F?Tm-o z__<<5m{5sqak=?IwCLojUlHV7#473(^y*4NJ&Dh@oLgMBPLJCv??bxd8}t+6mYpAv zEEc3xRMo8bkWnz2R)%fX>bFWmq?qh&*?mOKRf1RaxK)yS)0D?E}}@iKCxPG8w$$zg z6;yD+m~LE)#oU^@J|E8Hxs#IlDel`e2CMQ;<~li5Vy?NA$FsLOC{@+Mt;5wHM9(u% z&%`W%^M^;EUGJ8;x$MSNTW7ee!+UR))U~iO7Rv%Xyj^l>mu1%*t`7+HaMN+@={~() z!kYZ}vG7mn7;UGdY(c^*5ethi|2m1x*0Q$8c{>JhKqVx~STh^Y%e3xl)z@5#@3*Hh z&I<8cy&rA0-1nlaqJn4VFN`8fDJvQnAWWWHHx!78t(RCDknlqgkeEJSE}z12PR)Vp0klhm*GgathQf`bf; zk5ZC{WhVSR6*Y~~X@GfW-4V#$a>7;miq|J_0Jipc7Sr0={&6a$Q~>dN)864PUj;tj zzu)`TjX|PI#(2)}w!326@h;-X{(kxP?KCx!Vl&47@NP?6Fip;8%aTku@sFkYANf-? zT+*4M2VbvS;aS?+=D&N(VMqEOZ=!}Ou>VNcq8=PaGE!d&j#xS*YzNbM)7%9wTOQ3} zx`(2bRe7xU?9}uAXgrIrjGlG=O9xYqwYh3V&1p`=sVW~Hbj{CVhQOw@LeYvaIiiZcyn3qvApO!ll?G`S#}VD$^{1acuHwS6g8VYYa_$qO3LD z(9jXiuP`ECn!39;XC$??hy?}@&JNr96W5o(H(1Sz&7vajoG3?s8l`_Ck|wqNGU_2C~|>{g_Bd+#=~{$qGtRy7p0E9 zmxj{5=am2VowctY2`^4rduN-yXr#>=l|+eh{2FZEZ8Qcj9sLq;LkUMS7QY+Q$iTS=P?rbGTylm3N~i?)H*kXK8EtLO;c9!TksQTPqoaOTDW(9*;b3$F}$v z==l;62&W$WSZ?#}C+|Zo1HF~ebH4B76hQ$OSm|OZOI>)^e$QEuoS)YppNJckes~?z z6ngQAFfdx^r$^ZUYzp84J5!t7-h+u+pk9#!y#EV;6I{A#WC_Cw;{K=NCN&Osmi_Jx zXT~60v=S};XWj-c=9iPzQ(yu!PNK7&1*h0(BPh+5gD~~Ood0gu%16zGrClg6`)jz1 zD+1F_B@B7z#P`z}mCh33gb(=P3S*nKm@(dbD%vJeLJrZwBJ2YibmUny4sp8kz_IG+4odD4AOrkXVBC-`@MFUvh!QO^FZaEEbsS zqlD+vj{*hkkxOU$?6hCs_Xh=cX5v>1T%(w*(+y(^NLuQ^+Q)3+zq=#o?|b?0fgQH)om)kv zIgxTzaYCslCkjuFg_EEJ@AP*MUuNuErEKGqf?5UoEM>rk!GLI(DrX?}mcT>tsT#+q z$;nCU(poTku1gOI2nb%E?f%>;R}Xj$J$!)qGIR8xJ5H}J-sq~s$JTg-d-ONG zopgdqZR5Ic^2ou)Hw?2D!pU!P=bvuI-@X!C;r~ETtoGgBNlMbi<$-~%bA7DHxVZ4E z$%-Sg)9otZ4}YaxoQALGrdN#UoL}Q9a=6O7yK|KLLfY>Ldwb5WH&KR!#Q*%>**kbO%ZW%%GD3YbxO^phSIMS03%Nu@Zq6Q z|78vaxLXV`U|M!ZUJ{4W&H=4!xds}zffua4wf^+<<=gR*_0B=9VJj=Ae(9-ix)jYX zb#U&I%WWqr9rcNu)0#NX5@%vzl$)}WF1mfRo<7=m0|!|1hD_;kjq}Kz#n1+-t0+&e?Rvk? z@GqG!mM?Ru@$#vxr`|9z4Z~p%E!;fOojO!Ta7!ZpRzSh7F3CB1&-0i-y z)T_Uv99d?I7oRbB8^7i;AH>pV2|v-;8uHf3BH~uBOBI@AZf7^N<~P+i;h6hqx>I&# z7ZhwK%LE$vTs$0`|3a#^URYDJQp=jGjK|EKTzPGN6^P1uS5Js(uSi_cGZGR)%0Y`j z(*a3LPvA;Kf?kO+m}_nA?Arn*QVz}DO15CKmYSrI`}#`doqe`36TPU%nbP z$hx6a(pAdtIU^UhN)f=g z`E;i_f7S=`C`AH$+|;ByQBF2uE_Ru~`O33dwWFU`TF7MU zvO=;@f_z6>8tq8)O&RT76j2H!NRkZBZWQzcEQ;s}iR1fh_lHO!z@mdysn@w9-uW_< z`2C&EVeM3AQ7ZWeMc%vkO}=`ABuS6%i%PDtDfky;$|L2PZei2epY zgUSc4kat?zx)s*?St2EJy|H2(kp~?BnDW$d7s+QXI#I_RZ5S^Ox<8B}A(6g_Q^AJC z{ccY)Daa^2L>)Leh0c2GKQACjZGSQD!Iz@};VZPrSLR`k2o`!Hs5b^iI6Am50$b0~ zAI|{xHSh&1l4?bh%j!M8+qfg}OzbfVy7RGNC|N!7GCKkp?PO#J5WFzDbR|luWvH5*j<5F8A8)+(;HYP-jaCQ^&I|RLKcs? zkdzKvlmQ#{@^R>Q?pWIhDbdpUCi(~d``-C(0!R{$j%lyG zdllaWMOU8psuZ)o_IB7y<>mGs0Yi_}>sI2K1~@NpKmbGMxfjt|PQn0*c&-g{-9#j? zPrCiq0-xmuuY(KYxml{h?vkdM)p9(tMc+k+G;3|)pbK=iS&P8zMNul^mylEI+~OZ z?BX?AY?1HOnRW6SQ?~oAqucgToY3y$3kNsMSx~CJCEOtP*rrB5bAA0BXAcqniaq z+5>vP1)dF~gTOE?4Vr+eOwb^)^y=>J&gs3H zSO^y&Q@%>W6B-s&{cDsJX3YIFsgND#h}heJfNU!Tu(vsEUoec#fyUU`#bs1{WpVLY zRh0;g+;;Z#yczKW(@2kdJehhxh*69OMugkuE$%6S7)XiZ%n(G@F`Exz4wF2CDE5E+VVKYA+pcKTo zXkOddPh6i<^h$L=HztD!tP{}j_>6NvSYBjMn47p7EnM-TidtZZB_({}!13C9GumL2 z>I$`{=JM*&CY~?S1$trZ>fWe#&jJH0C#!$89H4)>;!PBjF*c2((i&sum^Cp~ZJ(<% zZy_Mib$%jH_9!Km^$YRcCjUEk*aJk<&>=p5G+q=64YdahK6`5bOks%peTESTEbj6>t9^5jz!?iJ!w=(+0|j7@&WByf%Kdv~QZm?PNfneq*}j zZrEGxk5J6){9gaj%5lbQP}hj~|5%A?0alC^h_g@(GAD#ULHk)DBsp(zLi_r&`vV%H zXoMiF@!@vM8Im0^GiOhpz?N+hrhSjipi{hAz4nu&m*dXKhu$ekWVZ(NNV zsM>@o)v%C_ZCS0@_c^lv_xpsaon|Cjq!gBV1Ov`IWX*ScDp^Lme{ue34X;QTx)Kir zRKTFa3iH6IxfOQ!4@8$J&&`<#GS(fZi%&N<=b>?qF#9?K!w^EHkCgm?Fh`1ITmAV% zmcAg2Ks|0zDjSb82@4h0MBNz+c@=i<c>S$fvyVYpJ| zEvj&0y@mSp3GNX)RN6d3OT+nwq?P+Argm{4U~VLI#&xL}UkgO7b3<#7wkLJ5w`4`OH%zM#^CjQXYT;oVsUA0U>Yz#n zzF^B~F{J4kxoob!2%(v1;}bL>#~Uv~b86w1pp%c#HEn!Jg4WoGf!M1s8ZI!~T7~3o zXD7#Iwt6DtUj=M>P@H%QYDmB?$f248nC`(MTOq5%p0ru+`{$qu+Z&wCgj12VzPQ; zFn(`9L_tUgtGQ}_*>bz0;vF~^MRh3V-`vc|z)0kTwkeG`+~6m;L51+ZR}AIlH0d$) zKn0jBhmn0>`=9HbdOEkA<9AKIo}CS#;21f%&XWHM*j?5q!o8dY zP58_SzqMYV-@9jUDlapTUKTK!_!M$G|rosTNzmj1V3t9T~V~YVu6c}3OHry zEHRB0_j$P)`gDb`)qEXx@8+nK4|)vUzc5hb!(EJ*0s_;Hi3#rX1TQe%M$t&W#HZql zIO4-O5MYw94O0kjc=)|%D!sLLy!h?K(H_gqj8fosLLw4MHFi>JoYQ^kGQXS7XWrj7 zf2|ia)iqoX)^FPRKg4_M?8upD@9�UOxXzFj=42 z%2H%(jJn&1&Z&)FSg16Nk<^b86U%nH-yEtDP0bz{vi7`a2WR|@J!IMEh;*_%nA2}` z)HhfsxyUeRwmE3anOTI=*;%I){bj#MqU^Z8UKG_RJs~%R8VYYTIFa+X|1&wwwOdHI zZAF8@Z*D-ckttc|)f|qaef0MLOXA70Q~=gK5O{6lSP+>x%SB|+YoGr;obaQMV1oxC z9PruP-mr$QSbt~mrqjdU2F(FZEqG(^!Mw{yWO7sb+I`^p+32Rc`}fJln5sqPy@E~R zxmFp{%dy{samZSI#7sg$+a#2IM@ukooANf=7mOkO*T@?Ogx;oEX z0-_=0*yUj}?Q=c2O7rNE|IJHoZf%26S=b~-OaVKXz+rWbyU8~#u8iSEZarQLI8StDI%kS0tk;gj9%9pLB05qA#c^bNQm zlJv}O`7{(Q@EwuY71){M`)8+9obn|81~|JA92U{XG80Ztw{IrEVVVdm&QO z8kGKsS z24YAuy!XfOGUd_O*b6%5TDSOdE?GS&G-np}6_@FuiGO7#&fWARrZtO6yiJ>@=yLCE z3WfWt72WZv#)9owTAA+cAMQ3~l&e$wHyeo6bKH`z4*y=9fh*(L76-^2_8=ZHCs=eF zn`2+%uaHtMX}LBKJZ^;3Klh)tP_`^vdyGSU;K1{Z(29I?{VUaEISQRO%&HvirvIg5dDd^M`U;r@Nk;*0@_ zq1VaX>ZOizpNd^1{ol8I`u-}#{MU5K@M^JzMXMvTVlQkk%+p=<>xwgPfb@~7TqZYOG!+#^iosfl38SV3sWJi50Bc2ZA7tJVc&GVxY7prs zs1J+8!T`mB(t{cCuKdZVo#qpKm=sUJVPmuB2n8pns=Bzy#+LPv3xc^8G#6jr<3AS* z;l8ocyQ}N^4<9ZJa&!9%JDFdW$x6`MPTklT%oJ?#9vanc_AaindYtXdckAiX{gKD3 zpQbGEZbbwoXrLbfU#Sg5JM;gM{32}3QKGJ z{dV8(*9)8I!^}&`%v32NE#5b-M#&g?OUTSL-Y!3wp4_q>>BwESdYt@5Gsvpb^YiMj zN1h6kA!|X9YXX+Y^7mx^p&u*I1DX-eq}QGHzh~@OjDU z3qYsKtKWf|U|9tB^;U%w;%0}J>uz*FtBBz3A%em0CYu6A_CYRE$q*oD1 z5#TTF8yr-C+u8=g>W=AYQzjM)d6nb*H#;|A?0)-(Uw?o4#L4k?Na<52bB~Uuh}y&R zvtuIx{WtapN%i&H%i43MZN?@$%Ld8WFH`jT6J-tMX(%w74$Xfa7Tb5IMTDqaLG%5) z$DO3c4w5e-v5j?g^MG|%ntcnyF(9$P4ydSD=!f_Mzb|k+VF2<4Q%tP($|mHM!N4|j zI{4t?0Bx#bw$vdq2qEIrohgYAT@0w?>_jN(AWbl&=jEyIrKUK;0P;h}@yK@NwH z`vA-EUe@u>z56&{n{V!PbhODU1W9;^Y?_*V_xp=#_Lifi2#(U#-NGXdYkG8hcK3dC zX~Ano8JL62%oMyhFol4)FOp{Eo-nP>TVmJgTCq04R7PI)0#|X1;F2MTw8-ko3i~Aj$|YY7q@d;L+A!I|4Ma zZs>qyY89up1N2~?a#41ZWZg05+FptqeRrplLBX&qzt5scHU=P9t}BFQT3NS}IkiPT zXg_u9%!AkU&hRQg013UOCYA15n=LJlto$lPLt))ND3o5)0@Vi0}@nsae0+ooHEdHh#&mnxwrPBXB%?cWUtt)&`^LxoVh@bZS8aopoK7>z<1#a z?A_~MOQK-1=zn&j$bA!2tWO%6zsDruWuaS^`fhEhYelVOKURDfKj|(PS!yNc{b&v> zT#D21Wh97v-^PVeS%dv+>eBoB+ROXD@g9+o)L}SJbbL`e*#9+7Fz}L(B}-JZQmZtB zK55Pm=VHPlytQtvO0A-F;bN`AuZT=ipW`{^$mh@Gz^*0l4iFqb`J#}$3x5Xr9^*H? zI)JhRp(E&}8UA*B|NgzDot@!YU1(_Nr}Ja?ZZ|&7Q!=I*3VvqEUw$EVNwp;mYc1DL@7ymrnT=c)g|JtHD%S{zUV$7571ABL zckkYL(L7MeWy5|!REJRWz?!T8qu{`~$|@Of&VX?91D0j`VA?6l0b5A4zP_!*6p{tI z;tJldyN1+__yWfH)AvG1Z61|#UADG;MVIL60oiG~@OWOe= zAS3VZT+`KL4&%L9Yv(TDtW!?qZFMl(t_RHNTjvg?;nsim8{5cBrQsyKOje&ZmXW_-|7%fLYMW z55<_rJ+IP>kl-dIQP=Uy;;Qm<85Tt@RS1rg@N7;yO_IM~(l}5nT3uPj6nTX0=~bu= zg9&8v34U_Eu; zJA3*ER$_wVTO~ zCL=}3-uAVc^y?qlLuhy*Nj*2T^(`b zU!|nlfoIj%wLw}1{ocn#Ln4U(IYX3Vw=VbBiTnRuq4$?zV)BrmtiQGy#Fh+U&cugz zm(9k@BXB=15fe8()i!jE;n9F3786pt)&Yqoqog5?kD)Y0A)70jhTO3oynMhgE)wq0 z+;k-L=#gV>Y%Pmq)5rmZotpCxS81`KVUkqw7o3cEc#>q%F+XHV?=GprSii40E$aKs z^;I%&?;XsPq`Oa^{JdIk2!IxB;$^pE3HSNtst{6ZTZn7^>Q8M=F$HX4u79h{4R_p} zE8U&D#s6(Uc|>$JrenWmpookEA5Wq_pFhc5|!^Nfy3Uo*ud$@*{9Q(eYyB zX98A(FD1!D?e5$;ed@j%`}cnPm#Z0lDQklQK`aXHAj5n%)ifo*h1{ zINW>iGj3tNZPl-#ao6hmGfoJR_Ss98pSUfxUPDUtPz#w+*TjO!t!c;APd}tW4-Oh) zREv0dVeaGTK@VXI`QLTJk6s~9H+RN+-)e1lbEC2-3ey!}GiZlI{?aWOlKixoUvNoA z5=ePB$9XlOFq+u#ET!0p?@UO|w7=P&tmHR)hzc|e6vcLSJmd6j*|cc}gsZT(X1UbP zt9pkZcoKbt9ZlaGH`Dl53pK0(jhw8-$PM7cg=@!I;vvw_Bh4A_B`@HLI(yE@cm7r{r&Ja_puAjlH2whZGpdk)32-lX}^{q$~|S$uZhco9SQwBq3G={ zX5oZGa=^|l3Da7{3qGWT*}{9Y*WjAOqN1{v%y5@+-Mg#DkE)(H{ycP=yS(4nfin;3e=Tj|?EVyixQv6t`GU^>rA z0tDlAxDpgl7U6jce72u$a#PdxKN?&4vAtAN({u%5b>BbccMccw7OpRi!Kp7PaMZ(v z4iL1zjHfG(WHSka4>BmBWr+($=S^>%muh*R$~@pn zT*So8V;z=Npi^tLK-O-5nUm$;b_ls0H(4FU=?8sZ)eDrRUAKBH(BQgnYDwJ;$@6*z z%e}{iCSpe|u#*pE=#M6aj#FFtPC!@PuWIJo1^f455-L4CiPEwYJM-wZM1l05 z--LurpD1LUoLsiaaA<#_X*uBZNGEprd1zBZ3pLrCQ#Q~`qh5I6=uW_USSIK2N`mq;P#&ZT{N zdN$Z{p9y|lo-LeQmb-6o$-|VD)oUjuxjQZ+4J{`}@+ah9rR(g-Mc^w&NV${a86`p_ z!bueFJtCm2?FNKu+xqya`$^4T&qNMbNofWct`2aafE(}P(m}VkhZ5QwjiBSR6MG^Q z0o9h~6Ka8#lTy3;yVI}%afsg)3r$XA1Y>V^2`~qSdE&v%=z+~A>VL`CH1xID!-z=| z1xi-{5nSpGsuJ1vkduR(n#-D4L2e3{8;d2?=LCoR{m`oQd zK>qKVDo|Iqk63msYm=4i8w#=hxfb;zBk(m>G*xeblzeDbye z^^{!T6fdi(xz+e&!x`rO$emhYC>0o2JEo@S080$gXepUj{;e1p(vN_=HWsp!1sGB7 zPP=v=VQ2+W571?=>zihR(P@P+!gi3^bOv-V5POpV6@O=U6!kvC4dgo`{8c&7%s{XM z#`vP3otOhnBP2bA&ebzu`=s(ZfzKj}+K8IS!jB)J04&Z0LLE?1W7_+FE@4fd`oAV{ zFd;h23B#8#?)^oa3dS*?DBImaq3B#x73B;d7r%5OdE>?nkV@`vef9DsHcAKJeq5Bv z59C>jdcPbj(cwSL+D`PQFZAotUU$qtFg!2UOoL<*xRB)w4M2fKX{inY#hW*qEc-#0 zAJv5P`pSo|fublNli!YP!>~<`S~Ab2h$eSkU0n$;GX=SgYyNsptkuIus?9NDEjxn) z1E2re(9x^11^yL=lp@Bw6MBbZC8pFcvjP-MBkOMe-*%aT?Ekz*q<+kNnlN18`opn6 zGyYysxD<(%@!rD)1QySZH1h9>4Yam_0emAPqvI4>8&n_&fRTK)eiU&5blV1vLKGc%(=-vd-19-fy2 zJum3iBprK!mMC(PxexUUm(5wJ$?0hY zj>HGmQbh|tpppE*&+{9p&PjCE*tE)j*Q#`p#zsY3TN!?#`fpv2B5d4jx!|qkehS~6 zeojzLxCPk<3_53?h9Z4C!E5@P-d}PQa1gpErhro+M5;mrlt2){nYcLZw5%^fLxdnP zV&bGO2js&Er@clw2edMUwJ)abpXSfrdT7y|`fxZa@_$D8p|M0D5d#{sV=e~Bny`c^ z3De6V1}-GN;sxL8W$kj+G08jPrfIZK_9BD&DsQmu!$-&dJB=(nq6vimagK=2ikvE$3uy~!o z4vrj5AOKSgFSrg`HWW~C$ZU0a0OTE@<-#Yy`}%mjxRg1uUqp?Et`U&v$a=qm32mkD z0z(Af2Q$Pv&E6h>b8MTKpaz05a>kcNW2F|YBfmHk`vt8!Fh_G9#OM`vU7XEbPmid`11~fs5`u~`)9AIN7rD&E={0ytehJEwU6_vmp0-^9^#=rzpc&`>A3@H^W*@PKU*A86 zJ=fOXuj+1Z;sRRcT*(8cgNT5)vvXO#=-CCx=52%VvjX-(WX=LMryvxG#U&)Hcb5Be zJHPycH^Aq+pys9v_-#aZUdnr~4W=!1-)b?!+#?1nHUVn7!J~Lh(0v^yga}bL-PhvR zblhQJ{CSCSxx71#Npfc9Cs0Tp%FWF+hU1VSY!|r}U$p{XYzJ`d+|H3SM8@(xARXb) z8NgRo20+&e(5D^EvDbt-lW(BTbUk)|b1sVrXiRk!r;?MCyJ4eEm)nH*Y=bsrMV$0s z6&U?04>Hbm2>^n3dmsr6hW>WYB!4Ed4~U;T!E=UlF^*CE*P*yVCkNo zo`~!{sGm_XCVWLG(UIxwwjhj!-@gf=TMde$0=b=^pCc1EfZnB%@)ofbPFr)XdIOx) z5wWp7AXkM3xRKWippFK>4ou}Yj9{0bU;)nPtN3FZo8ZYwV>w;bIQO3G5u=c00(XP{ zXt|9th+ReyD?j2ls|$p=;wH~+bePCQgz^A$$|1p9@~zH=_0y{xtly5s;Q$~)J|k5R z^kL}83VsSIK-c)qn{a)6d`1@xr(k~n-^+wD=@Ag_A@5rwQEb zmP~ISAke~d4S|AN5eh(X5Li+Ma}0Pu+RFl2hFpa&_;5+EgqDB4*CPU%;3*Kb6yTEt z-EI|k&(ACk1PPQR6$+93=&T=Ap(K0BZR9=7d6_lci$^nD=oLKYGP`~yvq5J3)HFERffb1&Mf2q#VkZGnm$gO~4ku%NwJM8gAP;muO zGvqA*8zcx5Gs8}dAl4MNCuSbK+Cu|%uL#(Qi?9x05l?fm*W4_JsbAgIVGNdXocVj%pNBl~&F)|L$s zaBF<(1Sjk+ln_B!O{V3C>y4eA9ZXpJnwlCQyHNt6fP+6XQJ|kZ%A$(BkD^NjoJdS& z7-+TvS|rb;`XOW`nQeVlHZTNc-0Cj{^H~C5l38!upheAt7&4f{_EE!GkTU|PQy3KP z5I+hEDaslegmC4n5+WsKwY35w7GJ)8r2=Zv6i7iqL@XO{Th33P_QDI>21N#W{uCQ1 zu)?;CJe>6*K?IV3(DFHqH&KAj0wO$D?tAPCCR)?n{4yvOgJ)(bA8n8cBR#n-8g|h~0W(fzH8hlM3P2$Mcg@2AT-#`Q> z9`Vp!T~M+@JgT)dq=(4g{V$R8|L%Uf*kVB15Bw?xTWXzl=? z3lhGg-`t?dK>^$~pT8|pT)6~Md9Fe?JMGkY*(OLz06eZJx%cz+0=?%@9P9ws`t|Eq zXIEEwV`CbSaxZdegaatYk(dLa3texPOaO73Mi_jT)UA>l@Op^0m|>AYP;;{s$W}qw zGFHC!1ezESr6cT|Fg1MX{QMm1teHkOLT@G*Q7uP{1mG$WT_Fh{M2yZ7-aJe})_lqg zCglcj32A}=0O!Gybemr+b`wZ??c{gF4byZ2+W|t&V>OV(jR=SVN)W+(A-bLrGJUCQ zuCKpwusIh8AbX>u8`Td$MVba=oUw`MLckg=frKT(_uA3f2~wjn%X5!GViFM%~uzubxBGB|$e4FL}`R6XA$(Sj*tcssu z%Nc_q$XO~%9|j|N+HB~ztGjIS66=j9>ON1 ziN9d*EU0k>WwA7yAs`Y4-)9Rl#I~;WO-c( zCIR3@aCf3LAixMhp_eaSwA0w|3JWLPkdUZ=wXXmG<;omCJ9{XaB^-<)nJ4F`UR0En zUGGau?!Z=@1RHb5+uQqmAC~twXj|JrxcnY0#BbQL_knR>#M2QvL?_@#@4&7~14e^K zvrRXqL4EgpA2_QBQKl8PsyUNyH8Xku<7RAaeZ?la94wEh>vEs#*<(Mx&? z76YQQvb@|1=AInjQpdFdKRsHZFYxPIC1+)IwH+`h!zicKZ(w>mJ|rR}w1xd?4VzXP zG&rpJ`T2iC+%X=(36BEk+zTuC_|U*Wq?eCRC6EAQ*xA|&g7b@+BeIEh1Rev!LcP#} zf`UumTEOC0f>);cwgO992E$i^a6pkIxGd$}1)}lY;BwMnv(kfX8BjWndGazbWt~nm zLQsDkAQmlz?CF)26{7zMh;`lHz5fS^O9i<52}sI9b~<4UrWtuSP~MFe>e0%S z?1wnV6ijQQ+bZ!*w-rLuCQl()8JO>^gn&U5YWpvflDa@(*%-pc!g8R2i-w>k7Ti?w z_=me0A5(>b?}A|S*a_m2H8UmC#^2vbG%PiL4NmMi{H#c$H4bRIDmXOLDZOSOE}})% zfV6f`ssx(v);t>AOTV_bxh66qlM2)hzX0md2#XyR8+#8xtCnDEkK@i@TKgId@*jW? ztN^Q4DP+_0ZxJU}fIi@UW@e@XB&^a!LQ{F>klgO!k55gT@PR_SFzabE} zL`{N2qqX_>1YX|W6(FRN^z*R8c%k(3>t7~cTA4tR7QR3)|76RGRYuJH)@Ghf;Jka}SY#?m0g-v3GADXL!4(W+2P)FsD zVpKs-A39wxnWA7joUCLxiC8~%a~q8N0o9K8P%wZ#xDB094DGcrB3j`Pp&ny+^=VmI z7Uhm^&d!#=q{VL&&B+b1>V1?koJ?ayMa&bh5$dN>)ZjCG>4sPhUHeej`k2Ev>`y@=#w(vk8 zm~`*)F z2&3406e0@qZU7j|SVxC+acSwg7HC(G)P01?&IrWqF*b10kn|zjfCo^+gb-MP#kM@! zS~voFq4?xv!#~CdZ@KU3b}w*$cf^~0V2C#jUIH(HhBCx9Tan#RRo^{oC>?s05A!MLoyEs(JuCG_xSiF zu)Ii16%?GGfj+pRqGC4qVraTv{bIwFtcIxGLd^QksDut~w(RMqIk1_(^lSxgzXkA_ zbQ?e@j){t?fw8kDouN1;8Eh29g%D#C!M@?%xdF8i0w*UYL`M~cJU!4eq_ZWnkdLEV8fz=wrq?|(IlwojzByGQs&n4Z9zxi?&A{@a<@H2MMY6MITvK| z8lm-TDBKqkrlzJyF0wQU!S>)j&B4KeI9Nw;-DMDpA$5^|^j?{g&mm=cdF+C`i@Jse zYdF~UpY!psNiIhNZQ&y}WgaLMK9kQuWuMFPMF@qlD#s!dr^t%{Yyv{Dm?Yj06q3A%95of+GY~|D*DB<(ZqNiC zdaMSp9XJ+%+Rpg}Il}I+sj;!W8I&b<62Ih{Z{BV`JD4_ZaOVaF@aKJfD$&6BC7kwt za(V(#Iy$*V2E6cpU6bHMAo)gA&wfwWl0Y0Pg+!GMGX4x;#8D_op94aa4m^|Iv|L1C z?qykdLZG?5o#Utjaats}23h_TjQM6GB=v`|I~WOj0Of)VK%!Z5+znue&o?j5Nq|pjZKhGo)y)l& zIsM+^NAI>WBnOcANWXIyg|K;GmPEim1b2ZraxMpUHqedp@3esFcm{qGa<}&`-(hM3 zNxtvhd(*S|35r`_9zyf-SYf?fV6{(wxw*L^ER?5%AJeY~L-b8fL9sjiUSb?dl_){a zEtr6}od@g5PdN>d6^ytN5Yh-{Pu7S5{sJYk$lDKYkqp%1fI$+$r6UYb{$~w6j*;Fo zrZo=FVM_!3{@>6ky|R=lHV6}XVNViBSs*2%PH6X++xC+q%w6Cs*`?pKw#x7Web}2- zffx-A1)$^*0t%v6Qa)6Wr$gfZ=zJgQEih4z1-i=BJH8<*Wcw&`Yt$R|A022i!7X!T5trY&dK&cY~EHEsPCc+|Mp`ePz1R8O@Aasft8_1e3 z-FRPYeeYfvU_QVaF~eX7*wPL_>%sJ%rov?Fobik^@rMh983tF}X3UgjU zY3Cx`ju8>KLs>FR@MMVk`%C`2kzflg!OVwx2N*y+h&+%+s-WD`5u~?B0tfLdIwE}l z{$B9GXEsDJ0pc(e^xxmiBit!qgFzAY_+sO`lnSdU4fgzD$1RFn7K-PVq*t$>^HSkk zx3MuN1XAhh-+7K3X>31+`z$;387c0wm~88ud6Ea1-8`X~SoBfZx#R={m&nMXjA{C7 zldUSx&1USjU0404Zd`knrnDu4-;88&@Z9UA)ybQs3Zguq~1qB7cG>wRE zYh;`Q4DLEfx6dmrP6lF}CUb#j?aUyY3t+idUsH5-DXXfg+BOe6f4IU|UCcacn0ZV{ zLb3!k#>iaXHQJ_oPEI5X&NTcf1Q2i|Wl*rXYU=9xHdkKY{(f>2ZY2EN;8)ZkGx=HR znHD`w%q>(E_YOBY_{pX7E=s|%=DJkl=ZiS&p6Z_f1!^0me`SYWD9qjF~+1c4;J;q2> zVauX{uc^l#k1?_OJLYh`66 zz`?Sw%IXUzur~Yfvu4MhJvCb^o`(Z#b>KmB78Vv2<*mQ`frWZvLIMNOx%c;dR2IJ& zy@P#1$G(u%RMkTd4Zc*>MorcFTW)J(1H9{%2e>xw#j97p0)8+z96RP#QdS1c?~m4> z)s^c{PE2fk*#9EFfOSGghh1t;4v(;~aDjzPM0~t^SlG32|IQA(PDY?yhezrU&KY1@ kf}s;ghqOV3N#fQqL^3?PyXof)YX%_jboFyt=akR{01Juy0RR91 literal 0 HcmV?d00001 diff --git a/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_142239.png b/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_142239.png new file mode 100644 index 0000000000000000000000000000000000000000..5bf31ee53a22efb26d881059a84141d8dc13518a GIT binary patch literal 46158 zcmd?Rg{#)0q{%T`vy0foXfK>nd+ie)^5U-COjsXHp$m^!)`*qflN z3>BWV@kG_lrghYOi(~MAlujbHiVcj<1+@ua5BUO@(Yb%*vu3Bnui{t94Opd$0Av|bY zsLm3IeD!QOIH73ZOQ|Lb^#*=%NJ{66JQkJ4N0l=2oQYY~ecOzSMDE|epQ%}TN2kisU?@jJyUMZ6q%b`_odaGll&iH|L@Fuy zMh@nzA{UE*zQA?caLR3&GRf!64dstZ{YXLKYPIva{R4$(&z^-)i;1>kZt0!>A&F(v zV?9fel)S>&Fo+fyxbWFxIIqNV^vC|`O5dlWv*S&-8NW*_Q?)|J`|Gsa+$FLH74Ca? zG&D3YFI*tv(MCr{zkInj|0$lG&vP_Fym0$r9hdDN@@#f%BOFsc=Uym5#})Aa9Lgdc zauO1mt`9s`)6^pFgpqAcQB2D3IgBnk{TjH%&;P#G!@d0*;OtLeAV)G7Z+po$|kc-yFQ%EQ=i`y5t-bm`oLqc z(}00nU^g$VS^8W`R`znK#jt5#suYgvu%zS~6Eeo#CIUrNf&1RC`?cO@Cr33$OYy>| zzxx#u1*3~hI^HEDbWT({{OtXR5y_xvI#FSlAmS0js#A5Hni^O9^%Wx5Xd=%=Y1I0QJg9;ivUK7?*Gg3>q(vm0Da9-<+xq3JEcWc~FSs zOn>Y|gx40NiIQrfjb?n3+FR`BvA^~#_5|(l_;~zXeNGO`*+Koe-QKUKnq`)4`|IP_ zPRY^CYUu2SO_!^8X=TDNXIAs;%Y>#23?#I6E=dO)IXZIJpYCgY++d@5M^5L9Qv`2Z z<+Lh2_~j`_oI;LzVQPa(j%Mi_UaPUkMaB>AsAP)wB#9t*JpYnt8=Z-XDT+m-=y87T z(`?nSWfE3x*+}|_m$9%uYFFB;WIp!GuRr?$3qkx#v^9*fv8N{-E)Nz@VQdL!rnCse{>peR=6G$poXOXI^5B%Q6eX;jmmGipXaGs8Xm#BzHBCJoc zCoGC~g{@ypC^?tgj`4VBv(i@z5JQJ329efwWl{3f^C(6pXs7RaW5mQwgphm9JY{aWLf};J9)f zbyu^b0cP}QciD(HzS4D@1}6Hma>gUMGfC?$n1J1#4mRa%)w_T8RxgPs3ObF{`-qwK zB$euvJ1jqf1&!LY&&{>rD=UN3rD!=?)VxtuP{59YA=q|sZdPxKqD(vA8@PCnl{`aD z_?({}g(*rlMGT;;Uk#%c>pnT!74SachjqUYGE{3*e;NY=*&VaUe*$l*ny>p1wk{c` z@nzHExH7Bpv5OJGhpBKj{7;V$9AJY!N*3)pnD*&`h>-c@(?vbc?F+YV-9lZZ;D7t9 z|8rluJV}!KFQ)DUfyM*@2lIhUytcNsqpD#HT;YbD#g3nFzTwqkSXfw{aa;lZ*T~oke1j^beVe4~@)Ozs2m@_jO<)Ro3JaY8vr^-U4l$7vaUcxnP@I|wn ztcu=S9VQ?oY=WSXx-B+W+!8|8NT4YE_3bSQBxVu^zb4}{EwC77t$vk#@8v}n&5}S^ z8csNbb%%4<#B90>mX?-vn?xietrq#UE!~MiWW1K7*{Zp7uxjPwK~2v$CMqYK$E|7( z=YoH)kH;#C9^D?chxpWSxII5w<;2_=fV+IWS#S1xrH@6Yszl$$KQIs@j-{QIqT85r zd(

yH^4itpMf$7QYoagjR1|g7E1w;oz~={>Gp7KEA6}Ze1$kGS`GfLrXhaWP)u4 zGc+WKr1S$N5?c=QsTu*82QIVjk=$*kPbDSX;|sXV7Deg!4dm&>!#KGthFHF+(eNW(-tBa6Sip7brh$P$iPd;aTO@;Wz4z%{UKm`@ zmE%9qrPx$F!X}-6&&kbZLBVkSa_$7jPR@GUE;Xq45 zOf0_pb%{9&Mf^2OIU_J6#L#;@UH?Qs|Xpjr03%5XEHG} zHO0Svy#W#cdwkcU$^hmp@5}ZII0d=1?U|>2*rVO$N#3BLv^c7IMXRCGgw5fItDcU?vKao|!oqE&*p{Haht9 zi?=|rI*YNfvF-kv20lK1Cd78NIx(qqWP;!5n3~eV;kZI{=lYEszoI-K_`%KJla&or zqep$w+qf?wfpzuj0%V0U&ZeY;(%OLy zkt;O1gsFY}P@_&*C4Zyp@b;ywtjDRZ>=NFg&(7wB$}~wZ0;2dTdzSiXww-7-PCVu1 zB+so|wllu(#PPO0pHmazeKkL-PC8j!YmZ*N`)ZEfTARwa@#67j;!Rdo9DqS-4h{mmsV;)3MbS~|dBkbb5t9!4GA$#+%)=Yb ztmEcX;u|7nn2q}Yu-tz4$p|1L zsRDNqG=$ev;wivw>3Vv6yz%k_Pw4I=LVWyh3vH1CK4&$J9cAh)zkl`z0HECZhRs%B zGc5|oMaJ0pHl?7We)AimQQh628Oc8~pV0mq&QD%HDmLq}KbUk;F0<4?l4zaR@p~~J zQHbGmJUoLNW8>D{$iW|u}5cF=rC?QSYlak6RDZQKY3IH??P~4g< z**F8aSM44{4tmFh<%ooDW zt`vg156}nU{Sl)mHoYV`Xge+BHnx9$|Fm4Zbn)U2!0KIi71|d3w+#;nNJ-!4A1vfm zZx{knhd3Sp5RmYX2#U7SV>P$je6otCudnab>(|=@%8H|d>m6+M3$Sf}Z%hj5Z3l_` z%@42H0qYU7YJZ30Q6z$ZC7^iXkUcHKVN`FUqosiAB`r>UN$;*IjT^Nz{rMyP_v&!Z z{=|H^ST}60wU*A>KfkgeGjf=9Q{3Qr-UJvX6Sx7gT&nvGei%nE)CY2MbMOMz$E%th zF?ZMN*xEg=6B0^7PF(A5Zf>?a+%oV!*_LToxw8SgU{>=_#^ZmB^ZGT}>fz#Yp}k4n zo6bLfELaox@2T3`Pc6QFO>}1gP=7z5C+Tpi#Pv#u%>Gx&?t6OHtQW$4;7|%m0uZ#n zTdZ5_EpxL27KY!Gn7|P*2 zJ3Eu6a|;NRBy6?7u&^>AYI5?9salULxNu(nwJTS?dG;6acpdLA7PeB&!*X`=?pyyF z$WqDGj0RwZAx*Ll9JLd2%DQu{>)xPR9G^|ndR4-PR>q@5%g6^g7jY=QLw0Tz+N_E6 zXx{x;uz61x?niRE&MQkb_XZH)*)X9EMx~HCg}WepkOm7;^P}Q<$&N69_1`98R&6M= z(!?CIIy`RdjBDBMve?w9Pv&T>=x#GKG+Y_Zr-p$S37rEkOYDm0<8oYiJU2g&;P+&o zvq~#;Oj0g0KFg5?NCE;bR(@@wUVpX#yKx|atSi2??~}}EsRfCI|JB*-{5k|5GO)A1 zg)qJ|sHWFfZliaD&)V`}Wx8IBSv6;O|) zQqO>s=K$Fm?olP};4^Z&RgORJOG;t_@VWv4**Icu*GUdZwOP89=oq2W=~swY268>n z*q1IhwcI&!V8#`@n(T@GGe5{2e7zpzbPwlI!VQ~s zzUNS>y)^|X%J%ol6IdAu001Z>n*|u;d*o~*!Fy%J`~$C5J43SPH$Z|wgK1I0#CH*q z0hWbJOW0-Fi|^ydk2U9K$J~}9ZvlNshfzF$nKkeKe2v=cH=e_C_hJx3()U79G&D3M zQuz9&I^h%Vi+m4GPNufAvwPoV`sZL%FYVAXsTl(S^@t9k{zWCr5RE0-YhNR27?+g2 z0o~XGuHWn21^cB~gqo64C#3??jX4?%37am9O6?A)AO;$RhOg;pX&Yxvsxbz8cHJx} zr@e*^(Sp;J8HyLrj>FX(49P?%2A>EdWsB8!#IkAaZ%kSMGO+KvQsvrr*wA38QTfBL z(tU70YSgkULCj~$kT*VF{%yYu+ z8qc?c0tkM!oa{3-IO{4L{vPv3sf8MlVZ zm5*#APIdz^3o>EP%fP{e3Gkmhk_f;-xB*04^YOB~kY3ZOE*=FQg3K{e+0So1Ht@}+ zK3(Zc)azi9hiju4qG#v%f%3Up<=um~T#51(QHqIz&5)QIA@8hpLyrA$0h{Yx~jXo;Lo2w%Qhn;BhieScRD*20$Qx@_Vg`QVIym7M2SoJ zVqif0{(Y8#FVSs%pRSX~H{*&O7MldewS?B1Nw}-|c*n)X0aYl1uZJnNgdL?Z_g1}X zLVv}U!-!dkvEk2$)7;z*@!mE>F~bbL*d(lJjz510|L&D=Ubb0Nvi^~V1*88AvVbR` zMB%*wWq}wTyE)00aO&js6UeJr%nSEZ%kAfr!lz{Sc0H$5S|7%LK`$pDbMvG29zls$ z+ROMd#;}QfwJL9}<`y-x9b7h}d=dHX-F<0kf8|Z5pFij_Vm6OK$+Ns>ecr`~#3E5ywX(nBho&K!+mf8E;WTWt()qf`=) zH?rM>@r486fH14&Z2^^4PL;%hg-)=?4Q~Dh+7P2gk#U(0U5y`1A3OyJgB(bl#it<} z9$TJqY7D-s!}-fwvyGKyE0c^sK|$PFsA9zzx3y*e`t|E*H-H1db&^c34(Ce<=lU$D zSuPzKx>r1y^^lyFX`;MG(%t@~03Pt~}USWgPJ)?Sqfz0nM; z8#FS;cs`rYfb&6}>xWRitST)z5#w~xw%ByI=V_K<&fSD)lg^98c-t4LB2Z_b);KHA z$b^s@Xg#60$-&VVb5&EP#x+7w?389~lJunSVhPVIGHDvp7u54F5xz9x>}pB+HZl zedLeliTM7kaGCgS2y2T`>&)+GnJQVXMg$(M;S!GA+LeYrXFWc3-W2%g$NTqw{%9tT z&o(hOp0FPbKB=-x4RfXT`a(mqFo{lzhj#4-X{%N_v7W-aVu$4-1|Pm^`{s)7XwlQ( z$^f_|VH+Ut4(Z0Z2L#UXfo!$#w{NfCdHMxWZO}<`Lty`yEp^7dSD;s*CxAuj+NOH= zfqOPuP4}bE`5A2MEl|ZU5TzP~SQ(HsfC*hC=M5RKczIjszg)&@@g+yX7dXbAKx~lQ zG&7^mYds+g>c)cy51bDuMLqc;v^p$|(={u=tRB{M#2TD?&+}(sULUx&W=R~(5kxB% z-VwX2wzSxB#N0!sg=I5d777ptFcY=&=2RCTE7zatv6el zDw%+N+WIj_Y<>B9V&kOWplHAWa??i5?jxkQ0+}$lzFrJSR;Q{rXb&J#@;;2`Elu?J zm6d@IU!T)eJ+wnOc$Gj>fM<1YYSCNE0?eD+wO%{xvTF1r*Fq)s8QxC%1T3?x^jU5= z%*vQfF%a#Iig}!B2bT%EOCW1~v*hisbTE59ka-Ul+ifn00kRwJm0A&vztDcV(g8Vm zDUw0>Wiqj>I-oJpfOODP^y0+}^B-wJla&<}{5VjC08Dh5RHqq+LSJ)Jqqu^y6i!V~ zhs8rP?1cT^y?dio(YwsNyfH8Zrt(TQD!n_G{tqzTHdMuwB%{+nGuK~Kl*fji zsD^&|!)2NyK48y7c{&{k1Aud&0Ro0i?H(~`?C2qOuK+31h>9k`A{LtW(LjO*DseHy z>5uoHpA2DCBJHrMmdA5Tt<&dcF1$8VoxL9=g2Ka>;hX2#(Q?^?n?pPQ0qL>fKYu`t z?-s}jYPxQ(0kRhPZu(cyA`{XdM!{kF!r%YCiptcmCV}|f3-g+b9ptMgi*&b}D!QK< z8W|m}d-&>WUJXMwh)L4CouP_Gs? z@ilVZG$^x;mI-yq14UG?_Z9(kp9UDFEEh!n+~?J%-(F!+h`2|=ye?Q^t3c|4=nTr= z@6G9Y5Qr=2oX~;;6^otETbde5lPa|}2pZPMLv!cQF%rq+7joR4_-z~1mp6A7SLf0A ztZSx3v_VzNzS!0lR_pReEBt=9R?Pm|Xk?Oz$CB%5^7+ZKaBH8GlvE**d##pYP`g12 zElNa!twyc8Q(nFWKy#tohttDN&CR3u0|^PjZtspas>2}$PjIr@`2fXe%2+gmtvy-Q z(v45TN-E#FP+}2C82)Q8w6(M}6m6cX#*V@O&HW)AE`mo7HYO1~%2s#yZE!a5WhS<| zq^IURd~q=`BN6dlesLE(Dr=Swqe4Q|-yR1>?=>B?lki2Bm=-*e}QTV$z zX_6F?z@PJt-uK2OMw+BY$fLA>X+Rw-Wm&FEwwZhC)w7zQfsg^MdT~hqsBU7p;f|eibE}i^WZ_Z`&5GGf4l%eP?3p4-b=Bn@Oaqx&WHsqP0BrtdG%xT z>Xz-`*3qPj#KSb#@k;owjKSK>W6n8Duk(DW@&XV8=%VzM}# z-Y2dfh)T$`Jd=oD5aT7QjBNXWPWW}IRvLXIH-3KZotBXIHh-Uul*8gLqUv3rq;s=z zJ6Z9|$4TQd&y=49OpD#V{R*fom+|-Opcl+da2nQGt0@ay1Z4l7-2h$4WuwWM z(||Khy+9ug1wh4R$}Ipi6(q$l=hxhaxERN2@@CR&etsTMAQW~h-fjlE()^9R9P#;V z=<9))y@pJ#d_^OmZl{@iUR)jPh>P9z(s^!r=Zx&^@Mv*r3XhmnHDyD~$Hzz4W1WY} zV~qncwKNEnMLNY+AWgPI0N6e_xRe6L z^H=`z9^axqB$reO;Fzk z56VrLE06@ao)0jN^8ho;0BvL-SBr0Y)6Z2D*;o!?6n+CLm#@9f%={LOM}YD5tL<6M zlccjvmJcPJ+;R$?%g!uE1KtM5o;tCdg0Htyw$P&|Kgr<20<=K92K_|0Z2A8qd4K0Z z>-_#*ABsFs{6+JHAh)yIBL>lo?8VEMXzw{qt{^f6QVvy27L8(j@&fdxJIn0xKN0b! zjUl=VIQ|Sf zt{BSdAbrKISHk_;wNko_Bv#Ld3Gsu_Vp=RP%n4-JK>iHnyfFc~+ZCAlPk)m!;CLir z-8F*xXZqv;DB-~1HZ21l0WiZ&Ipfn5POychKngk@XqlcA<#$+3l1WBt2o6mh5*nkdSz#+-}Q zNCgHaDI+tUXafl(p4X~K2ocMn4r*z1yh95qH7)Hn zXnUC&#h)h~z#)Q^;Rp$%%(CaYHlW!1t+5emqArK~<2IvU52({)o{~V)tOG^jKOQf| zEHA7KHILIjdq$v9J1@(GQM3Uzb~{>(MJjFp{}*!0r;6e|Bd9@SOa(Oqp|%L*_#_iv zuPZWEW~Egi7p(RetVN=W zzn{q}aGS2TG!f?JR5^Wgd?u?HFj-AWkUXJzRIu|3^VNdeLx@3(jqN1z!UXgRH<_6` zHnc4*SrB1JK9)5d3c!f>10*QIitG_%&O-Y|Iark**oO}QlX(64JqsIK<%g+?+^-)ab;_IB;CPlie~gt0aHz(AWPBn5$ogsVGjd%x}l(L565iJRFUH|Vv|JNDqt_Af89(M)!?fprD}W1dQ=+-HAAuZrCFcl4wJN zI7nH^n}!HE^|W<5I`P-Z;$Z&d(Oq7FR@=9?I{gD=#ni>v{0>#o8iXYLjEK2-35T>bOb(U( zH#-VdtdCPFe+~>R{(GH5GhAbnd(Cg&Hs)!({%oy}x6O?}0<(#cQwvUkJZ(DP*RjJ2 zPa{%$dsL_X=2P3>hhofhz8B0UuhD}3)*KO7E+;RKag&|Bw>hGM;VuR(jcB6=mVPj? zbnx8v{M)F7kqr|YqU+bifi%E8)4>y&v`S6>mL0!>BAQS}lmJyxq-L3xo^A(W3UHWC zO74MYkj!mgL>vJ^qCZ|{b(@}k=YOi|i|(g@fkC1)D%%YT3R0pM_Ms{i=+Kf}>qVL?kecKky zSQ!(IhK06AJ0?&AZnP(^l3nQS> z`}cRIhRX|1PERYL$`ABMH|}PZw-O;}AH=Ev&}9`BGmw)C$3SSK0)zb`CBlOtB8=zl z?e2a8V++J+y5Swz#_RhYB^w-&8y=XNewHvQk6B)^pM3pm`A9f7Y`p9U?Tq`GAwAdb zkk%`r67Q~f3{1#E#GIUYf{rnTT&`owYNS)TGK2XmCdZul3a~q~z9A+PxH?FHoryxR zP$${yR}{m8QUfppz|f=n;yEf=_{RsEJ*5*t1PlO_4lS4A6g^Z|f8V%@R$$t7BO_{+ zRYk04naSy7qncNo?&S2Kz<#mMv!1nnucMP2kJMF+g!PciX3G7G>ciT-;0fOhPj9K& zbtje6E8T(;Be8BK=%k=dIy#oDAB&y-RHP8Fe+3S;V%P1t`>{gqzs;pV8#)#h5Qu}K z>PF=MlD^v_kWsOJ{1{A30RDfc@pkw9I1@FI` zz(Ghsp(hr&Kk6{^#5{9XTD)PHaXoR;XUJT?rS-=~O)QR|_ zVO$}zzSw*9x$RJrYARw#dfa(qRv(pUAV?`ZcrXjHU)d%BK7L?$cn0hVm3-Yq z*d`7;3lE6zYGO7(tj~O!O$@kk4oZ8-dT!RACjqY=Zztt2!~_>m3LKY`=Ywy+rt|j0 zhv)G`EHqP%8rb5~ogeOBKCz5IWZj$JSkgrDWu31tB@IgriDFlMN(i%=(E|Ls} z$nO!f0&Y9E!6?D~?8mFky5sJ=5E*K(C@9cyns$F9n9*{y zNaSMuu}Sm~tOG-xHcr9Y*#YMpw%kHx)-F;#tUDi{K5Lmi+b`FO0j24&KMtklz?NiF z7m*seIVV}JZ?+owD%u^0#V(6nMi4Uj($l~CVYCz$swO*VRQr|QED5aOLO{dd{+eG7 zOQs6e8zZg9$S<&vII6~+2MJ@`hOcg85<8Zas7FLf@(SWibuFEHgko0n|26p4(9df8 z&2kbA%>~4|QKMuP2675XshfEDu!`(}6g>nr*$ z4`l-j6JEa)k2nF4$NLQZ?5x>k8l*xVG;pMhygVFZjiRBk22f%>H&IC*S)ZU&X$H!s?qt{*8UscUv^$PaSLsLUmVX)2FWwbiK12^ z^;~f`=|3NC`WT_VZ&h8Qp#lF6-0qL=#FpVq#>=>DXUDBg;Z> z3GbMJ^Pywh;vM2w%_`(-;_{SnsPcK+JctJ+`!=hHl|!_V%cEU#f7Djk>E&;gY z#l8{}A9Y34WQ-K zy)P#ma3y6V>^WJ~XW&LBB8BLE?`rxcQ=gm(-KMV+yn%-YuWatY)ph;KpTyHK@>5(g zPhO6bik_gUsY39>s$7&WY_s`XEgkaUz{`wizxhv(C4T;BQD}{3)}agy^gv?Q4WbK( z|7g+l7pVI#shGWuuL8(d(O<;8!mErEaz58Y01)zfjBAw7S!@cOa|?gg29iz)pp~#* zu64@xw*l7~6WVX_!R*FHT=G^fvnpP=&|Ei`zQR?^OO3CwTdw2a;iY)aTVF8))X9!^{sPpJCqB`WDT+wNafHCf&4$s0(uW zDs3a)U6ju#;0R;GeYYD|)v*H_eH$@5<|?V(m00bQi$sj-$LK3x-S=MHc{($|bhtpE zCPO=?3EQHjbv2w9&+aa~l!ftfl1Ddx5=Z088UFUuq_?P{EDV!&ad*MBsdbp?rdYTi zTM2(sF6?sa*VI0aPTVwk2E2`VIxU4l48HV{Ren-UA~2t}M0dpNy;};2{fYIQ4%ySv z@0l|WWH0|R-$B%t2|s*sHhmrZrGCZGt|ckY(9+}b2LwhDjxPWH`VY3HfH?pR07PKm z0_W9EjrY;cqT|Ly9O68~!@CE7PNVdB^dt|YyGCQqQ4uglZFWBAe;7&MTllH(8m~tg z>?S7fB=)nO_9|NNfxJyv8&iieDkOyeR9+K%)=V4yuOXKOBv}L$U(k6?7OISZ3Z;iU zH|a*{uN{dk z3z<4%xU8)p^GyO{RaXI?2UVURFwT!9iUAi!tX?3|fFqX^v|;dNCRqpo=mE3Zc%5S1 zkWb`)FjZNM+FSc%kM8gY+S54E$@|(9PfsQ)yvo`4c5hGVirFR$($n2jQo2bW`TEaZ z{#>SQf=2y_x|rzMNHUbAXt?^1J+bQ z;I4+}XQwJT>Uh40Ll{geP~`#%&iLeT8&M5KJodqS-bT?u2GS4I26~*mp)3F<9-_Sa zI8iag4a$m>jf)+AA(Yi|OIo# zWkJSZb(yKA)_X?O$#edi*x8YykNaNx+)G@F1Fp@^Kj~@WM>}Z7CUN}k+>u|NQfhkE zRdg&bEBr;NTkj$xne^&v6d8PVCoj~15gchBKpb&qJC`0;IX(l5&kw$JEh=+a-)X$7ZOB6&DI^9RuA-y&ob`3^PP^O)g` zv@~0&D}j$f>1v;V;`&%`ZMB`SMGQo2CY&T*w5Ikds+pnOyif^A&qz3&&@j-{+DhQF z&gb>t5~?qtxBhw`pYc8U7#5`ZhV*)XkufqVN)n9Mp#7HUAbJ+!EP4C z7k$Anp~ZO_BI2e!IMUB{V(TBL%Mp#wUs#PHYXFqLGG5LGZZR;2#oI5oZ-ZG&>Er#^ zbGZow6K)xW{EnJ8IulpntRDZ0y}d@Ddg?V?LZD+D2Lw6ue<}* zpMqm=P#Viw9KbFn71Hh%ry$Kd)8NI@iqoniIT^ltERrP-uKNG8`4SCAwABM|;n3|>!$+qy$(-cMO zdDkU{;TD=Xb4bkuiQm4ZSnH_CDDw|t+P30+|85H@W=;#9EU?iXE@vYdz$4J|Gy$u}<{Ru89MI63Nh8;7-7GY?Zm(c0g7?#E$t4hjNDcfsJfM_<9n z!ItQW!%)ksfGj7o?GJJU&SOb!39J-c*R6Y*x|H3CFX`m}jv4_SOu}@&qBn1%l6YN(aa4wZ*bR1 zOOX}(ifE+EJ^tjs9WYvE1xZoT^EJLW^^?z6uafFhSQwaZJ5K#LwMhS;srC9^V9+wm zR{x4tMw>iX_Q~Io+<>d!7QC@h-LvxCefJ^cMI~3nI`syc;DYqK&eRk?@v?-2P_ym2$NYKUq;;WKiq8Eq6%kiv6VhFj(e&yJ_p z?)vZ*sm~lthptL`Ccq5t#n$`Qi$UAfo|Kc+MB*qkwvn|?#h`efV}kd3n}$Mg;g`9v zieaizKEbvjTwkU1d5bOSW9AgsFo}Sf9g|N))yTe^SNHR4vDAOeXZ!JK*4)UdWDOYJ zsZA5F78zqD2+Tu5-f0{=9Zw7Dd$DfCjZ+XfR?2l&)fL)?84=OqL?a4y7F>(|mP1?y z5z4bu8(18Bizz__AnM~C9qUc+FftGa7m|GDJKMXdB#zcy_w_Y42_ifr{%j4tP|JpSEh|Vu8kOYUc-J_!hO7aa+0E3 zI~V?->6!o!+6ic#KfwS9F%K%U`kZl=J#h;3fVO8MWb_9ZjSl?6MLA;v@$A&5l2Ai= zRxEwL>(9v|bu`Nyog}H24(;Yi$Qu6aY1i8N9op1=9IZXT-x|`|Y9?WKWw#tlQx)HK zd$f*DC18IWv>>Dn0~A>3p>i9a2OnTEm(ATHLQ?b2%NO5^iYzY{OHSNV!cP#j;+{i* z?2TpixPfchx4F!2C^ri^zlynAIN`>?FkasJ##6SmwfVa($jWk={%y2V5gd!uHMQ%!nfVM)c{?xb@3n zJ-)E>BSn7ql9Brab~2A1qN*K#egjMPT&GqbMid*aqObvl#RF29gDE&`m<4Z_x_Nj7 zYvIc;Ca-&Lrr;CZ#$iPe|nOw0`Y1dkCQ8Ov=&7xO*)ThKev2o zvkv=V{I@Spx4vGwamXUt0XGYsd}vTOx?i>o))3S6))n3xeEyFTXR0?tW;twXW?=)Y z9m%1C95#^i?Du2q@ry2#i@ySe8(OK!wHlu0xURlp6}-_B!cpZHfExgUA|#C<<)%>n zQfz)^X6E65cVY)dI;8F!+OiMqAg1!kJ$(K0Qm7Fetb3CU7Yqv<2C`bVdq1}LE@>UD z>V*zAogdEsVH1T$mDefFpDomkf^tAW=%Ycl^yJ25%lU3JvqZXFURcXf&SV29dj=3u zE^3)G3LjgZ=@O7$-d!To`6eIJFsvuUCymFq@Eg+>WPHcfp-|8=m7oey1# zs#m`DZ2qD7!)5mE;i_|RMM%Emxh8a?p*|~c)Zviocba$P$K0K5CJCK4OXi_}8+dp< zgWeawfGCLmG%PG3295q4mLu#SWL84C7i?TXuoYhul9*i;6m#t*rM)|c<9Qbegl9K} z+KZfUTxF97eb9&`uyu=eWTdf?BSv0#Cv6e1~omeXb_+iL9-dfZ-DwRQmHl=wbOA^cV7t{QRVAi9iLAWf-6Z9KAoMGkGPF5_|R(~AlEeY4G9 zkEi-=-u@>f=(BbwREny*EqwnL+n*KLw`WiYRhzd-8*jHHClX<(pv!>=A%6V?{HoA} zkp?#|^*EbY`1jlY!9)U%ms$0AozFA1h6noysY5YpUXK=s8n5q<&-VDRYHBEF+>rmi zHhzhKL6BY)k8k;Rt#1JMeTsWTJHV{3QRB)1e#xuQRb{5~NNX=}+;#TC{A#LHiyRhB zp5gkL)ep>*Qyp@7I{+b%35u-kkBSP**+_GJ=#~50nYD2hEt;%=Fk#8 zphSm_SMKnsmt5{nP^@Jnd>K2pvWrkjES|wccVK_7H5V3 z@dEss(N6iN)$>db_dr)9bi{D%jj_D}x`5c&kd`GF0qQ-k)eY!nTtdpNwM+kpcu!GW z?z%)~r0^Tco3%8#TGfIy+jK)i^_h%D#0B|<^uF8MEw6@W^dXGe*Po!1^O8>14OsB$KGm-G?yigt#1;@nqX4yMou8GpyRUf}=22^9AS-gR5}GL3PsUQp zLPD+r4{d>#C##<0qoY3X1eIBiD&-VbRm(-E*yyQO^o~$HBCn9O+gaSuV~;Vuqt^XC zsNQ0DPvnJHOzB>}BK4>0A&t~e2A!mb!}TF_cpH_M?x@&Kol0sq%wo-iLa6~*WE$)c z=VgeXxX@`GIQpPC2V~hy$NsQwsKC;Inhq9i2S}TprVe4lYv80Gw(sxne^74_(Yvr< zjDn8CHpeX%EDN_V)^heF4;*6Fs|)ktcWd^?o?2Juu9#FQpC)`AU%k|<+`2w~iY8`g z*lBD^ys62!u|rm7`4bG4-j<_=pEbBzYcFjm)q4s#hxmqzwO|_KkjLc5J(Kz}AIyed z;K=k@#N)gB?1fHj65^Vx47(LQ1-=OyVm4kqSH5LorO?F|5&%($wtj)#p+_A5hb!1Y z>3jfc00~Og_jsN=UaCLSOsYTQ@oS}?UM{eoO!w}d1ID*JWVgFi?fcHy_@t>l+APsI zxu)U|7mJSIjm(}mL=0I^i~<@vT%1mKvim$XpA1_rSt?wOS4@1NoUwB{_HC%}w=Y`B z`SJAj@s@=57p+*XyPAYwD9m=FdI|~>p43BoXh7`GX9@36-Bo2?ufSOX_6#WSf7?%h z1{u&v2J-c$$;vOL0Fg=%^%~olfc+a37vhA!i3JmirsFZ(MpGm^<#L9L&4twT|VYIzCY9c!`H1OUH{A1!SW0RXq)P@IJ2bL z@@emR8=qrxsEsYJmrpN!3KyMgCeZ`N4)sXrp+7J9=geq@Bqsm-`4=nIf|1>WdeNWO zOA5ImH@lZt3B+^msB)hjqK}kyrGKoDHvPOUe@VY7FxBQ*_3`ZN)}{}6t4-~N4~&eu z-?FgpLB9zuG+loFzK8&9ZkwqDXd1wf-WdXd4|RSFDA1(dCBsBYK=2t3P-V~g2=z)t zQb4?$F}`T7;K2dI&lRJVkdNS*06k(C25uTpN;79}#84)FS>aVE5y?u=oK zlNDMcoGpq49|{{&Ud)+nL*CEIS<*<&1B9(+yL#?9cE+C|9f0B`F#Jxa>Z<<2gCzPPRhRF2`|R^X=_j z9mlVftF&)9tQYl~8C08%kV$z$JKS4APZ8qMak(9ZG2lKOB2yAR=Cc}E4y|-}< zS6Dwpo`U=Pp}bU+1W=@ja+_o;duefT6nxOhXK>^oen{XNLc2qAlEb_z24|iXwqHR^ zaVbJdLWT9;DQ+Aue3j94!0&WD3RAumie ztrrlEe?Y)^%jr|-V}=%ikt8sKB>*gY7}>Y|y=@(3@b z24+^=A;FPE`-&FG$$D^hcKH3>H5c32T~FcemmWPL^IjFJPSeV_T8v&?#>iIjFO^X` zdyCG_MeOJwSOrc8@-~x^LkT05H%A$mY^r8{WNdkQ!#c|`e;#0@VNo7 zJrK(%*l`){FBGI%ay}>YJiIkggEd|rEZv76REAuX44s{uaNv0afx5LunL>%?_8!sw zY*NW4nd=AYlJ8aS5Y2`+Vg=(!WD)AQ;0)nZj912XixLnV9+_?ZCXD{-bAm=I6SMIi zKPag$4yB-|$iT_@4l1%J8j75bpVauLh9(yx>7n~JRVJIz7vBnx@-BrqJ-vpT4gM3` z=O!1huxyVwS8P9gHgG%PXD$b?`kTQ+0UA;C@N}x%+3y@gZ3R|8r~h~-ugn&$iwSCi z!&2a4Zh49fuB|QOBnKV7NNVx)+s~grLz@Z!9IBOHg!mY{e^yge?(5$K=4)*E_4p{porBv5s@gmBhW9Q{#^7>{6sD& zm|5uc9sCD)eb25V0Ykgm`C)9vThg~TcqG*@zke9G9T7!LcGi__pL{7()r`nTA)a2v zMx$kdLNym(xBdJS7m6(W=UV(4kAU5z;8V+yHH}F9R1RsTh z(n^f4ZbiUiEb5{*Ms9r&9~%uCjcoDFw;8%LoAzLfdsByoX>~;fwGVyYP-gxCy6N+w zoS@oTk^TLBkYS~mxn9uuw+@qxm4MCfEmIP{)lCuKqsUvRo}{}O^X6PFbq|wR+}Fvl zlfCcUAHu_9w}|Br0(`xmfu&L zP+iVmDI<(D&<8@8YBeTP!}sFRr=ge_(vcf4V&%v z>*hZsg<4}|OF|xr_~KFte=nS<^@xS4#?1VDBY59)JCx;rD-3?2`GZzO7m~Ihi>A&` zW-uL0a!Yiopv?Sr0B*C&HOA?~TQ~M*n|B2==)BMMQZ}_#eo>0be3`){48Ic-)NQ;al0Di*Rltm{9ZKT^r zxqa|~9{y$0hL+lu=xuGODMh*>5?ab-One420|Pm4zY1*73SiXk#{aFj3@r#nzU zxU78VYsLDn3*@_(1jG_Le#>-9N=p4K)zsW_$|d|5Oq$wER*+@iZB2+ARZddMToD?$vmhSblF3XXntYeNXwEaK#3T^fvL}iXT+0{h zDG1HP``i83q-y`5#|ee?Z#{FKKZYJdsqxt{*f`rzaf)SqIZ1rhBqZ>OXt;8!$McCp zZvDDaY^a+x9ls`0VsDr%pt<0EE)x>|{ zE?u=IRK5MU+AX@}?Y%{J?sQox&*PrCj@2DGU3J*?b@Rx%55L^Px&mD7?nHMS77ooB zAyq7^pX}?O;yM4(P@otA#+eCFSiWfQfSVbQ&zT-1Q;c_;QyIS|AQ;0z6*V*q&1KHc zA>&kWt!52~%+-tFMLAja>E^}=ga*)~T4P>bKC9IP^P1w?Y5DGmUm0SRMQZvlqJ15; z-m{j!70lIoGYQ(RjMtPWCh);H$v?us{1%3KzV-nSl*(a(q;#0<>lM)5!66}0l9KuY z>+^ph5v7{Fvz4Z^AkqmInNSb36b;onEWvj#jkk2U`2=Qtp-rB2N2j6AXv;~3bwNKK zy`35M#J_pByN8a%d~*JGFOI`JmKG^S5-9?FBod#8c96Za3n|_09x5T0IB7L zD}EY)J32BDXAaT&5SmMB^rU;*&j^X6o8jcuaP9c{FEX=Md!Z*56-`Br&F*b=(d2lI z6OY;Iq+eWlhEdhF*(5%PBl2+8_OmwVKZt z&*$eD)(T;Lk-=QJjn?!K+xu1-pXeuER%V)-t(phk6V+)XHUH`q4yc(|Ct64SEhk>x z{NEW$)W~dn?im6C%$C(cb8&Y>Axo`3Bs4Vno+K^~4r}eN7%tRfun2w^L-LY6$r`yw+HClv8o%(+qGNY*qvlL8m9_eT4g z@FpCPXlOEW>kS=`s26{M=VyJdhfP;qv;(_4i=pGKt|TCnOd9Z8)PNMc0f14+(cPFjPB}^0L$Mp+-_gC zS0?BVd;xTc%4$MJ0$X`oyzHz#_^P&_`vOp@-QBS@*0?$CT*|n z?DPTL$;sYA3a@j4Fz+*3Z4!OV#COViP&mZC)Jkb+h1kZaM0^3owbEFwn+fEH=x8ME z$)$!6*NJPHH=OtdpAf^lf17l23+%ElF)l6mIAm@=yJomtw|ug2M-wLM3>L{0B&TP! z&yG<(-ANw$5l9;qFx`Du{$j3L9hzl^*36CkZK19Z5ZBBoO(OAqGB4&KKN%trZL!Qd+pd z!LEg6a_0LsD?bYVLM!={OOa{AEc&MsJukhiDm|%kDl5F2K(M&rnlZv=5STb08w*#6 z78h5~N4gJpCstKh&fxyO2X^hN2V;pGwC8*Zi3?Lj9&v;Zp*nrEZ*I@!Zh2_>g@5@u zZg*L~gM12--+(f4eHM>^sLlv;Ejt3zvnuZw|?iC7|c=*qwOyc$T&v@_0I zs!%M=fE+C_c;P$&b+fvGa`SvJvgvWlZo$riX1F#uxKiG#_vkL5p($SXRmv64V$xT+ zIIJc*Jlw{*h*T1ac8mZ|e}%-`*RYqAe9ydT_QQBa@2}wH0eO0`^frkJqv8Qk zmd}#=Q23}@U8E~p{cI*Xaa0QHx9AzYy*>G)Dr$ef0iTP@<3CCkeg%jHtgbGaxqv-% zgEL1J$E;et!iF=4C3TYk%Ukb6FsdwJEoZ{)q{yC`azJ99T7yzR9UC9>^&Go3`N1+3;279jZqSy~A%rkOLM)hq9Lj^R+Lhu;ue?vi67TUtJP1|o#*n_3 zNK+r#r`cGSzpOZLbqjy33V};WhJ%gC-H4Zhs`GBfh1xivFY-D6_)CSw;aqZ!xOZ&4 zo+{jfaXKgFF6UD^V_LdrBJrjBiRfhjJRkMRcw&;|XQ{!toyrkWxQ(8-H#-#mvl?_| zx;WO>7SjRt>nj^lzkdTw4;iH>djJvJo01YFYx6(}gbz|F|*W<1~rLgEIn@ZW91rL_kNAu_=E*1JY!YGNE>^>!8!bHM510|Rx1n}fxt^pjKb-*%l)B#q zkIUZI*5i435&n>%`qN^HpDR>4!T@xcW}_z-#j1E?{LjqxZn^0md>zz*EH?Ap&RR?D zlZ%QxcI%MhyYlRTSgPMHOld+)P3D!R1ak{%X*?A84Nq4;`YvCMwHP0$jg2Tf0(uTo3gw0M$ayVox_)v8qK^d4t`|9l1A!;q2 zJOJ1;y4;(3iEOQ}DZd*G9tPC*@0yxnDhLBTy`8i3boy$nL4|3wq|a;v7BsY|ZKYUv z*V+Nn<2@qFzh9re$y0@*{jaAD%zbkWc{-1Fr7#_|9`gU{#GAtzO@3uh&yc3^J6E+k z4NZNh0e?Qob{$-_w|dL4R!_EU`8l$cpaZ*MP=^MI2It$I-^sFdGsvW5uyWE88L=X@ z*vytdrSVNZXY}7cJGLk4UZxU?8x>}7+R)I`MX)<*M2V!(ets#0IXUK6bSFrjQ=ixi z=6rweFgK~X@85RNF^ZEx6crVDK%^O)$zY$BseyqoV6fqkkr~HXUIP69|5#B`(O>Zd zu;-Ur$M!$#;SIo?K$ew8Mz5rl6d4s2)wwqS^It;Yfa__qUQVi?JEJDrlJ?-BZCpXh z!Qm;vH!%@^Z$@?OSGXM^C1qQN0D|)Yv;MUW%-9%$N*QK4m6bKe#on(hA0Lipck==T zv1lB{*8}tCNjSgidnBS)2C%4p{*;PiA6RSc|Cb@c!~|gz7U9UvEkL+T+~2$V+)i9~Rk+v$qf`{L_71XJBpqnZd z>OZfjVuu0gDX8dc9ibS*;M7w7Xkt;6r(VhZ@Q{6S8QIgG^*zWR-QV#vTY$v-hVbgD zACMn9B0m%vCFN9^4MYKIkl+dOylrgmY$*&*SD+SYWV@7pkpu39cw@Di_lIkuT!+v{ z{~+_Di5;ctxTQn-V#;4M6$jI-Q39C6oVwvAR+?X7wqf6;rL%_;G<)p#qDH<6M#L$o zw8R-EBTFurGV}G>Q!+8V?s?5owY7ZlW5Lzo6~`W7W2%9)_I?9 z2Y)`8m&ug|DduBZ%~Ln|KR+g&`~PyXucR}_U>uO^zfhxm4NP2DvE!gqBk?&Jnu9`)p-4Qr2ogZ3wGmx*}XYqQdRH?d! zO_wvVpv5hFcW(5ONHtxNWR=-9Q4^k*NQW5GT~F5gDAmn1tf_XQfUSO0f491M5SXCe zuh|4Jce~?I+~A}4htU7l0t}NoRkuRVvj z5}y^2h6sODR2?fcKk7#A^1OCkJa(F!vgidETHV)U^z`121^>`N*YmfZYmfUbi)*T8 z@}I6r7)x&=Rz?{JT_m?$Y3feM%~<6eNhbAdETU?|U7{8QxcF+(Gr5@dcqVg*FCk=h z>m}w5S$nBT#}A^ z;pn-jxVXbHh`!L$sxqh*6=Ju7J8or4+%fxCArjL5c)z-*EdTvxN_Ax?Sy^ zva_Kvu{tE10BH{OZbnz^xHf{PeB}2^A2f6ste&;WP!JixZ_YS#Hkj4jgZ_S1xwE_B zncG&!=iW3%yPY{%?574)kf{L`gNXCQod%BjctAApR<8dC!C!2zmXIeviv$f&_BJdS+&l zfRO!re0;n*7C*2Lf^?d85ayO)*b1aGEFkYwE08FfSm1@JZvyeL+g3%ntg1dYUuRdSfz)Trbj%tXti!^irNB%dY>*wd!^3SydU1$& zb@i)-UkXjWkd%Tz1mVMB>_BSGLWAi?rld(=aXq)P10Z=B8Th)-4^ZTlWTw3 zCPaAweE|ZRd6dtaoG^Ys#^Zs9jNvuMjCZ={DFz!(R zk{PZ-&*fKlb0R&BEJt9XRw#2?IR5(Cq}gnJ8XKJKbxN_r-_Ih(;M#y1?Zw6kOnIUp z>mGotMxZ9*=HY02t1s1%Dm5ND<>$F~I!8++rzofH0I=~%|dU~Qy_NLYbYXbf0L6KgX>gxe**NQLH zO5S2f&<0+a*0&8KvX1>3t}2er@VV;tcBr+r0JuTZ6Thq37VWzE!^7^Ia;pWIhQED6 z64}!Qc=HbQIRX;<{RL;8$%%$1rAx8ft*2y73hh(HfNHoU2E{vWD?@;pEkS=QEMN@ogD(iG-Xb^?05-xhCt_ma4b^o6W8?0n z=0A5|bTLi)YHMEWIS&s0)a0u0d=^L(Os9Ioq=hN~`wF^ivPh-$&)J(F9BiM_q}-?} z9`<+N5qMY<1PX_=Xg7-Ds@Xy_8y?JW^c$qjDgw-o$<{5UKti6qa4FzdbJAY_&oha2 z{EU*rKk?34aR@-v)NH$5XZyp%@0fwZn!H^I{eehxm3h}1msg2Xsk99@0TM4+^-UOR zX~`f(NSB+DHB3?zx>-%|j`n@JIXHU0W*?Kso`ry_n_(8_rw$xEnk^w4o9hnz<6LcRF@F1v=t-h%Vr$$mwX2Aw`gZ^th29wE z=_*a(3FwLnPbSMzj$7U*HoAzR_19RRTrV5MZ?1J4*xR9sQNDTuI1;_f&-wl#aA@wY zVz#k~Z6wr^;aL3tEoAYS*< zr!@UI09c46*E0e3^fs5}_DBMC9zO<+5Ry&a=WGTVqW~WQjsYU!Br}xefNv!H05It~ zv|4HvlfbFi-Xo?@NVLNJLpC$0D)o+bk4aKpo9Z3(nKJo1#Rt#3ZO`|$e-RL1T;19i z>a(ZBUAddiqq0g_k&T`*y+^|#S^xzQWVdCEHTd>3gw%v2`EA>Eb8CLRq9YOhms2~t z!eHZeZN1;0G3KQx1IZi#{?Xn(2L&28i^ztyLvQ|D3P2iw=kguz;?~J<+V3ck&;BB+ zzzn{I;0XS<@2D{@g_m$v7DaZ!{wGiGFc&;LqtSe#NVVgJ`?e_Xj+MLAzs8cUFL}Ww zxovP zA=wHNGMO^%sn2x&oefuEEH&F451SnsGC2?bQK6twaXui+`#2YxEWz@oMk|{E9YbtH z3{~bQRYPYFb#b5gzP?^0b@An20$bmD9$k|A)O1y61AU8ja19n1$xHpENibr4k*~kz zu-MSjt;|ysa{aA;5Q|Hs0FnMW9P>lspO+JtGzQf<@5p<*d8o)Yc6x(Qge64WZrhaB zssNrCc>1vxA+!3H9c6i2m^OG*HR3*ZQTPF~9P)_3#SMuT;9` zH9gU*vwtx6`IJu`QbrK)QDpp1@Z4*erg3HdB-SrB8d^4TDBrP{#!Pb zkoL{><{rgXi`7ouN6S0Mg9O8ir&6v}ln(R8A_hM3gP)O_1lm6|4G0NEGg~_}+7}x0 zNjwI~Ss#jZJ-q-!N?HXMM-kSosvFw6-s`xG5L8Yi+d!SJFB5!PbX}|=m_n)hS!V3( zLEm96B|qSlaP*f$;AZ8NGbK@eism1*H2eT-6fE~aHyhcQYs)XCP`y1QoxM}RFNmM9 zHBODrLXpU)Pr;3iH(z+2q=5?6-1G60Ojvjv?k$XuPsJjEZO9ihVC(+y7`qCE^cJi1 zt_n=O0R4Az@=v#Yh8`QDPokc$FN>#5H_zW2FJ5jyR=FQZM<^M97rPxwr7K6sr5d5#e-Zbl!h8QBYSacD z&WjBU|N3;YSIpyB`yK(T(Ijda(RfZ4`KF^PVe!KIpC3IPT?qIXkJ}a|)82}3ewoew zlPF6bBYE)+s6x^!PBSCZB6&U;hYxuEd+J0d>g-tvV(6@4?)N~)XaBq?kg$87hchRe zS0dlcYxR$G3%XnrR_MvhEc_x|n#uw45#fVZmXcp>ZCz;se_H|V%^?>=xaZp7?r9g| zIdM+Vq}5bq2Q4KgR*LO7gF?hwMTLb34kcbP1_1^~)CUjirJPi!{^0NLW#S+HT}ue= zpW#8mqZrnH4Kc-JOOJ(>-ep^Bs?~j2@V-9`;}F<5Ge&EusQBjoN1}9T)Pk&U{MYx? z0sn1JJm+0SB?~N(RHW7F>2mYcmDn(0EkZ(m+Br$tG}>{)gM+SZ;hJx(=mMnSA1HbC zhf+AS>U{$Drl(T2gi0rS6=^XC518Xp6D(Q1?_HnjPGHBPvuF9O*p%s=cn)7u&Au%s#0#C`R|U-SK7rWg>TEHyg8L%Z>#%;Z_~4!Tjr(h?fqm5wtIhE zZ}e*GbHKLHJ$kwvilw6?AlJ&Y#>&&N@W6Y}*p`~Z*doqAY#T&otDeKK0)(8FmA0#X zCn8~!{dYj$>do|N*Ui?O9}+f*X8G!RqiM63Y5TJn2H?^kXG?B9;{_o>xn7l=v}tH0 zo_w&JZu5uroT$K)tTHa@l9ZCeS!d3~a$jA&#UYt0eNPQ%LO+xWk{k_M zBdTCRk7A&|WIK7oJ${=Ht+g*c=-HT#tM-04x@>SXT0pydSPDjTVH!12CUB0N6GP0$ z)(}c!1iUb(4JO$t5ud2s;`Q>&3lT&3(D|h}u}>&65{rCvr2I83fWB>8$R@FtuHE3; zR2N%2=9Rq_RVmr=Lqhu*E}kB7GWh#FNMM80gv;F=&E_zztS>DaDQ&?;ZI%!a|5^~` zj?h<**URtMpIpXZztgW*l&+r4%|81>trgGXt4YXK-u7(T`_5DSw^cI5Dkq1v%xER!%PZFJ zn5RU3p$Uv?9e##n4^Iw(Duy&u=!c^A7C#NJ===Z(Jp=+SC zjsL0;B>pNU2EcHgjR0~12_M(>Y3YuL&D1hqpNXAaM*aveyv@!Q6;ftnTg<2h85ciA zEj@`Zc%l_ZUg#8mf_+=+UxDL(%Ws~=hom`f>2BVe5GPB419SQMR)>kaiv8bQ*zKX9 zph4GOlN+;3Syt&dBkO~unx|*i^53M@RgoBf4JBEIA481-U58?eIID`C68CSU!#>N? z7$3~j1ZX?AU!UkN&CkzmAun=TQg@bMef#rxNXvo`7}vGnQ4)ySs4)~Z!ee4}D(&Z+ zKfOs{!?9S8uqS3}3?FvQmk|6xwq&zxo>S0DW&eiteq}QWC?(Biklio9Dw_ipY3JGs zsqojCve2ct#Re?v)|+rsw+ahLp)~HwcuMWV(s*eWdMS&(@R3tqUWdm`iE6n@>DhAN zhgdFf4_9>nA_Q#FEW^^Mivm;b%d@=YACo0oaq>STD%Q`C8y@BYi71@EEao+|ThSpf zHB+8Jsg?!E=ZFgG4W$OvNb^ZTnYns;1w#1kv(2EtumUz1SYOlo#~kx)a6n1jF_r)9E+^MHrx5ebhIr+yt=p=q zE{v6E`rh*+_}2|=vI?}dw&5ee6^7w8k7e4~C#I{yr|aVrieW-hHeid#r}DsVe=n2D z*X{JKab zX@2WaQ3B9{yu*4yk5@C_(ta@--eY+0%I%8EFNkZ4WBWqK03C)^Yt`bY36^BDyMY2+ z$eS_ETKwsZaq`Yq<5!>pe1%QK&?I#m^F6jLoFF*XFU&h>CH*NAr#$8dxY&EbJXaXC zyQ1?76~!z<#3}H5Tdy;+7~#+P6K&;h(BVmkXgMP}2H8{>lpy9ZrC*A3R=qYL(j+*D7G<7Y(zGYFBhi!aC*vYB)M8jGC-#QNhCt} z`|4r$LawCoH?kr}$^7dn9WTVep-WRe7;-^k??X^Y_Qy=e_p8`|%IH|AI`HaGNol{kB>#$oO?~E*m}K2+%m~iMG^%%yx6$S01*{{V zAQ_Q@e}6PCzt;N*scN=;6-T{0+i@miKyJ0nxHRK&y=B$5kR3?-;C?E`Voo8nk&6_{ z2~J4`@|SXdOjDvlNrUyiem00RUy>FRL2&N|%_dI>8rBSQD5K5f7_?T~78;UXq6A&&ftjO??H$HmswZDaKN9>Oh5@i9jp4WLY*w(L2= z{R9BZbdtIAr3%=S9@pQXg6J2QQ$T;XOhWZ)bp9wUJ#8qHY82Wc9vSBSndhBIHUn5L zm;}}0=_&WuLB|A>1zMeL*jUl_I_q|&8w1}XMd0d)+Z-)33_*cle8%g3;X7L?=D(w= zi$&Z{ErVpOJochUavu<{G=`eTM>`3EjZWylDI2(I+bsFfYej-;p5Nv*$KE`zs^fYl z8q)lhAmGO1fqTCq=xwEFW?DD{3;UU&x`GwwL*=(h7Sk8$!R}!m!CV^pSf#fdVB#Yx zOWC#!hF1Z%2Fe56xf1@{8^fJBWzQHSJm_d*yt(Xbvh(KwY!rpH59)TT=3(e-cTV4U zoi2=&Z%L_OYOFDc-6bSW1s8vRY%<-S#$o^t_?0y=mLqv^K&XEJ1ZIWgCpp96b{dmF{=E8Pw)MDVJG^s(11vwN_Q~>C=l@GO0<$w!@m3u564{+baPm3UKoH@ zfZ)GlYPB*$jPRRO8nbd6#3j3XgB-BzgCjI*G39r?96b7E49=?^`c&{ckrSmcJgCRI z*OJ&;?Jl2`i!@bDQ(I4iLoHMbhsIQ+#)nIZPT!qgJm|_jaX$xV4Gjdw#r07Pp!y3v z8kvP7h`*E?X8k)j6#ZfvskAG&Ld0q5S-L`?+eb(LDgM^=-Wm=W8>=ZC`{Vw!!iCfT zBRKiP27%UgP=FuDSDna2-_piXFT6?woSg?G&6zm(tsj7#k%B9F<8O{`Vm&7d5igt^ zblVTxj@^l%>U>ggr7CJ-VBj6my~pk3?)oF?&indxNVXXcj(mKzI|sijsptymOH6>f z__r&|&Hbk_8W!Z2HI-tV^|vn06&6%3)U_E_W{y>1K<52cgo}Ad&Xq&x-!qi$k$2oz zr-p9~fBQX-+s{YB({i#zz&$IX8PA2c)G8j?HZbtJM(OKtZ<^^&PZrWV``~CE?%Um6 zR9rZaI2cN}*bs`%dwulra!-9Im4afm@%X2ghx!gBi=YwK?_5dBT*?!-(QSz5_$dZ` z{HE=ny3mdQTX!%2#&o{pr$@$5B1z~exc$feKD`4aRt2~i7-Ju5l;5+E87*-CYpOqR zBQ(01IZ2D=8EI;B1FG1#EEyJrNegaoty~SO1=^;6cuJ)R{;=T)OS0)7-nH^jZ9;BY z6EQ=}qrHY6X|Byd@s=d;*CqC5-g+s|WHYs?Y10_=c+xY~+OvWNe8|(rIn6E2%{P7) zGqQsSPg_4q#_Ww@z){m%pX@lu#~&^9e9z{%I7%(zmUW7V^z2v%#V~<_hBiw;CE{8~ zq_3}@&ESz^6e*5rVHDD$S^Fo-(3GZ!6`6p#=)^cvK*|l23{qKL)ZKq>ZVVtm#Tq@H z`_O6?#7Pte_SCECx1`*x$|6&{l|dvh}!Rp!2ujL%yHXxXWP+8adG)|O_)f4)P1 zc}@dI-peZhd?*9~6Umx4o@ZnzE5(ov=p%kBCC8LV{k_IbM5tsv7s;m-74;34xEc#J z`H)XIucpzFCqv%VsQ(K1MK9F=x|(|3jg#f!@|)J@8*(TmM$Ul7i!T)jReQ$A(E-6N zyTLVyt_ECI2!Z6i2DgK#VnBihfZl-ca6~ZW^Tpi^CP(btu|`C}NMN7PUZMe=R@3MW zjL451F5bz#Hn5AgqbSO=xJs_ZG#%18yoSz5yWeFLs@Ws?z1vK23LK?t>va z^ouq7g~#`NIPC>qIea-extGj-V9`Ba%m*GhQ86)NMlO(2etHAuYu$kOk{A9PP?G=t z{Tr<`m5W8Ze_i+ipw%ax{V$cI6I9rrM5{c*7lq%+jh+T??S{>`HgDN(U)lRcBx`Ka zvnRmm5=YP1uKr3AC63GD@zDvG*3uU9VGp(8#_$UIxDUHp-4V`!Q@ercy&qJPQ)oDm z#z!a^asSJ#L6qtXQxU6ZH95mTri#1~;}K4dsFWp7Z-+3uKiCr+4R~V zARIwE9H_%Vs*~}}$yw%mMa(Ut3<+=;rCYdUdn_IWarTndsW?#CS&@oxBCj5wwC+Aj z_;?@OQ(!dH;LowsDWk8_>+0Uz+uj_oCA0PZ=IlQyw}B5wFw|M$2m1^m_EXC@42i9xxcx zwBT}l+tRZ8bvOH-IOtY;eRm?y7k=nReq5r;8?9KX+>&PT&g{+`_8mo_61U0DmmLs&|RiY8%6l>bn*#q;baB9-$=RYxee1>PkPJiQ^ra37Nw0w zi%Fz-gxFtn8-$}}9G}X7G(T7r)*7^EAy)`~Dvv6&F+VT}xaDr|J;)0FEA;#z0<7Ml zQBlMEJ(azKt_SKb*-gOs^uzKI7%U>ItDU46OTU1C==`{K>_9Ot?5yd6)53$!N5|_~ zC)xWfIT0OQDcoFK(J)1XeZ%R>l^tlm=eH(d_n7fvP0P}E4T7++z;sS^e?4RHj~Q#( z(=oY7`7&O*5k##w?&l5xHkbymkbY7NWjTFax;(3jRdbwpv-WN4j4~Ze zXy_KdyOFH0A0GIxl%6%myJb%zol7Hoeo$bw0$ z_O#}Z%4gxiAD>lT&VKQWDShOt$-vP&LQgx?3A(%zf~KeeZ1r*|5iQ;A;n6JrAjfTb z_2vdXpXc|)o{GJbLEZ;#bPJhsh z%U^u2i1zBB-KbLo^ZqJJ^7G(=T#i!q?kJQ@reJ}`bx*dw$ig=h{kDOQ5dyb-ifa-R zx6Ocj#=n|L$!ZSKY4!C%7E_|{b1bIVl}ZOD?hU+j_KQ?t934@ynoWFVT6$3sF(OkC zbAVsp)h*$MbpR>IJ8}1B z6K7o!kKj-2?CtyQ2NQ28nbg(P^kO8;lR;4J@RDZ(zw<{=!W$L{#gFJ*<;V^n`6Nsc zZC&$}4L0~%Ivb=#?)b-<>xsi!n*+jnj2Y=No|=j6%aoK*&kwe?a0slcadMwQoS0V{ z*FJu^7MgM*C+BEEjCy@?)X(FYoqj%=6c1NMAMGbZ)DGJT27Rmltpxy>{$Lqri1@eX zjwB4x^M->Q1R|m=Ig*`u9I@*oAo_vy9XY<=i~eTY@@_#f|BF!wH!F;0&)LD_!M>Fh z=4@)BrBIdTq@@zw(15b8kl`aC107gQXAjSGbl{{L8X7vix}pZwgm154p@05Q_Xe0e zBgQKZb}tx7nGd4gAz-{9tf{Ff$RB5g(FF?&+*ZIqZ`n|fNAiiQZ{U7hnmm?!{P9|3KI}PSVTFfzK~;pwZ52zo%W}1 z?(RSm9Xd!5U@i6oXSoc>`MY^=WGS-(1E9d1CopW-i&)UJ59qr4fnOvAj2|GS3wTM( z2Lb=mz&cW(n2!uXliR1JI24UkL|^CzXwizHE)|SI)#{9I40Q8V&ek&Enr?WSOCUJq z!u?|}IsBH$B9|LMfrZ_Sw5~BhU18dmD7Zz8?e;veq_`gV9 zU@y%*C2D9c`AZe@@3%gP)Hnk<^k^WJ7{oV#+gQ#7O#(~`q@MML5^_E91sQ4RL`0Fm zdkC}@FCr;wnLl%so*+sGC@N0(ip$SVRz+Tt)?Z@PIU>p=51RhO8P-PW|Ee;$a;$u7 z9VP!|riD=m!nqohkp>;?NXase&`9DWGXp4#LwJFvj*fWG+Wsl$D^JFRoLBWm|BpJ0w~om`+< z@<)1$7kab>@xSD4-Tndw@WuE%V~lke|NSWf%koc0b)lX@*fuY3w90&SUKN)epW7#6 zecngUX3+hLoBwqid*`}K8N%B+Fhl1eFhfAhFCF>&tvz}uB_C+%Apf5Dx+ZqCk!vsw9ud1O z0KS85do}BF0;2w3t0jG(WT3_GjRcF_Hk|%C^Cqrd#$Z;H#16INcvJIg&;d{U5k)+l zh0(pB;Q#p;YD6`uC$OvBbKGaZ5e6zYR}fOWqPJ>csc^G}98Ef`(is@9sTES+&BWqC ziZrM^dX|Bn*)?#J%d=*vf*4JA$?WtML=%hsK#}MznO82thL0QlGAOJV9rr z80j}QZJj*jLUx(zJbFvD5jYqfCrOD1FuBziA_OLkzwiIF!UNpV#G&ntz%tEr?{VE0 zNDklD97ANUqD0Pq$(uzz7BEMRx|iJZ>OJ>r?pnZv*NUJW+C1h-%Ns$7wr%8_g`hc< zOlLVZHVgx1Ci|N~uU|P7J`Xnjs_%jJuWi4)lc_bHyxQvA#C4w`J|?E>jan0~#q>sm zCi9nx8yG#oncmvvj+J)x`Cs{+r|WARza44PgizX8xRUu^Kb0|YvULZr4Cxw}~88+Zu)-OyhPQcWU2GW7W@!^q5WfEqxcOm~O#WTcQkLjgTY#O}9H9tc9iNxEwq z6TwhzzWK%M=H^e@64-@=Wp9HmO%IPw)IRRd<9iX_dYK-WLM-^TCqU`C1-~+t?QH#|ZR#MA3-v5<3oz|4!V=1EK;GEtamDHALg2IL?D zaG@Z`dOGkUMl-%%iIdIL%Zj(AhLAyq(=q&P@15nPf221!>9;|~jO(@e2#F>1Z>_yz zIc`yKYn75$zx2PGaSu$vyTrefFV7IjOy1qNh|JB2dp^g1(N(-yHFy?{E0hthXEHXumxU|2O`+t_XzE)eh^EO?oWXvSh z+Z_B$+dn+y;qCh&$Dcj>ya9cJ`YSY+CBrcH1gt<~{CAM|+`6zn|KS4%qsd8{O#m4| z`eZ@(`i)6w%MY$fVny1vWnH+Ir^hV&bwa;xfKz_5)uuWsf13@zyx6FI&&$*9alATu z+)aKBQA(vXKblP2k{xpE-pBfIfyR&H$f$@Kv;@D|`tP|e!8=oP!L$-@g)$Kc2G-W+ zkV#ZYJc~FxKdpvM`HSXBEK`|XF*v8Y7@8$KrX8@v4WLj2s5N=0(wm!qPo_;gIU%0~ zhX-VmGr9(ROj zU7~wls%H{OO7u`-V6cXEc|f3OvCw!LN@`$ocuV4x3tvJ;go-of%dd zDmmY7Zqodi*PXwhqV-;*CrLo{BU?c7PhCCV#Ky1rT2!l@ofT|K^a#Eo?}*|rXL=Rf zYv*`nwv|dmwNiy!Rl+XMTDHk;;+!l6sI*JN0#Wjqcy#c+G9yOOlfGjJ1&&m}`Pr@V z#p3`96`0L-5RqOd(CxDT{mqjb*E*fK&bJ!Z5!p0B7vO>#FeIo!w#HV^e1dcukSSeyqgP`)xBY^h(-Yq2)qc8I67s~ z1bhECJi}NOrUJwtJ*0*!4Zc$Rj_EX)CZBsoxz?G*N48*B?_e~Pl4H8@mY*@VZw*0| zIAwlh$=t_CF8E0F4k0g|T3W~a7J-d-@Oy_GdCZG;L*JA`nkQ}_M+G*6~dxUr>$oYJgIskTt|_)YWf;!iHpEj|fqQIoKC3>R6uvtcQ8 zNl2|8w4xvU0{K;SzFD3-l^#xIu-&M3(Pg4I>qQzUb;Afi~`Kgki;r{1ETu>E`>5CQb7Q7vknjsC` zgu5!WD|j{HAZsLB!)2ax^)NiN-+gdWDWV&f`Gf2IUc&J-AwVOz__!7h7FY$EEh1C@ z+Nuhp?{RIMA8T3H@=NlBYlmkJB1jNa$bV--zw$Dxo`r_*NnmU1TeEmt|&UDh0iGaG{j8BV9``on}~^C~;W5a13464)%D#sPTV7fLAZ;!Y4nH}n3_iTjne z6pWU+z$_rv)|2WNlbo=5s)^M_`iew(M8~ z)hkEGopCX^mhDU&ibl%rtpwGTJ~Xw;H$f=DY^Df@?r}{11Soj`^e>&Gi2*VFM^352;~O0+YgfX-@oFI((;JSD%EzCKTFp{|hS zg~oi1Ldp)r(lQ3+Ujqjr?`sktq)g+#=yt!I+Z4>DKyt~lp&A_numFxWSMdI9(#-^4 zw~>T*xC-i1!vjuxOuO2<(if=fk>E=_PcaCutCr0|6=tHy9O)FK+Ozb4Y;_ol4n5v~qE(Vl5*;wndfXdlwTp&Kg>N{v-vJe)QQc z3bJ8~V5lg0e-!v`A^(#u0{n51xuN}r zZo|b)3t|_(>(5Z}iHYK8m(r+H$(-6hm3ele&JHfc)Foc@@hR$1>mR|k>4IZ9ih+$K zuQ=-99bOiQP7fpk0T5gfX!7!6^ELyRxLmSfLa)v*XI9opcAk;5>VN@~f4n6HrHDwlp38L>g6iMzs?z$(k7GDMR# zg*?>MI<1KTOLMXKLgTz&#>v!2Numnu@K`uneTU?h1FXx-B#!B+YNAB^%;#>cI_K^@ zrf$RADIag|(zeqSb4Fr*-Cs{CwhcZH;p1{4b9>!IJM~6ew$@V1yk=xX2%sR(hV6kK z4QalgXzXL`3sUuBYWla@EkObde?J{f4~Kq~mR5I4{osU>N!_sp9Rrch-MJT}a5`B? zmyh{JW_h#b$f5*2311!q#NUsu?$3{q5DN|+7^_?d+ih|iA3_Leo+?twU@5V+FN0=P z(syi3Gr2>Xr4p~t1dxE>oUhk5go`ai(Qk1f=NcuCK79frOor0Z7v|>%tg6>g`GC5nrdeoF$-_i zY4)X%c%prRd?*bH2v~6#$p9k-v3;C;8~H%o?wpX%WA)Yk!xq7z5DAG-iFh#boUym} z2bDy>kD(z28fp;ytYR3|(`lco*3xYu77~j}2_?P7^kW=?VlNUr_=A5?vZ!pxPfyoN zTUXXAJ&~y+!lI%m!TG+Cqd)GKMD?Y}cO@m^7-i1p-)l@!QZVW zM*Ki=c6T(Bh4!}Nv14p1$8v~>RzRC?`FQf(@HH4xSL6>KHZ=bIyMOU5@N@;t&!M** zEx>Dl{XZJ}?r<*uzwOJGND3unR<^XP zLS?t`wX#x@k?fTnB_pIreH%ndD5GSrBvM(0sE;kl%E(9NeO}$a3-K7(> zLc*E6rbN4&aA;@gIXc41X;rw4znsmVyyA=e)I_FuVu>NuF(uG}$!`du&UJgX1lQ`_4_C zyB)6B6BiLtpW#NIyY8#&8M@;Z%9j?5f6JwPWv$uM@OQN}bB@Ol&n=2KAQc@}P_P%I z7@-ibeA;@UBl~0+1_`QKS~xI@30irV;_>9*m5Z>Z<&`%5-G5OFm{y?&9rK0OwYc0k)MAEDjQz1T3U419<}AB-VlB> z5yL=y7*S+;b?X&-_vXJVe&?Q&KEb_d(*OjOusk`=NSX31%#BAMzPipRD<(Bn7*j0Z zh|+Pn2tfb~OUu6D;j5U~S%Wgz9{ag}e;uDzhDp+V!T9mlnX8)w${v2R0Ofl`8~4rI zyBOyCn5x>^cH+E7WEf{|+;r(18iJt$Xa6}PzIz(;eSP2;erC+O+ph6)X=$ky2M_v@ zgbs(3LIL%lJAi6+6b&6?FNP}hvf75aiadtbVQ41JKRGFhi4YSPKd7VgF3j_pfzQ{) z^QDE(J+D*gq6s30>dP+?!?NvPCIxRlr4Px0+?k)A2pJoTEmA9me3FOH_f{A_%3tAG zYcnZey%czM^{0x>q{t%m*M+;g5+fp7g(e_VDG7b(HS4zSkASW?Wg3E2)<~vlA3y%w zeYL1aLCUIZGi1i?p=gr+_5J~Wu&upBQbxH2NmuvLw6rvijT`@Q{)4&_-dFh|Qu&Kg zi@Tl5N;r-^yL+a%$34SnXl?b|!M?IffKu(ZU0h;gKQcxY%uMn-OyT~9}6O%Ptr>}Ur&_i8B%)v?;>n#JA? z#IGDAs|70$Qads<>0W#>%^2u^>Eb_kxwgdX$KxvTo~Q-8qu0uVL#C+l%UO%p%Hzg* z!b<%an-bb0X`5jtAi7Y6?MG^O5Y3j&AdG&bOEm|3GW5Gh)d$b9FH;Zd$jNBu?y@!V zg;6dUPPVoTl9E~O?=dXwI40YZ{MBkHxmHX{Tzz=^{VAua7kW<(+g!xtH*G$!k-?wvah30LK)?CiS?m3nGVD|RMPqQ{M2ojJCVS`D5UZ9AQ z&%`xUJkxS>*MnP$fgm*~AUR)+#%vlQnp^rcsC4q2DN1|Jx3fZ&l$WS#Y+UEjLNXSYiJ0)(A#hDt(};dU}j^}aB_0Gk`|yF-Mukp!?86F>{sX)e3MiU zSU%0EY>!=x~UGOG%sK_8-XbGwmWgS@!7&g3#AX|tT(zkSOH%|u3B;}^%RR3lHs z2GXi2FPKPgVOzhE4s)4vf!fUAw=b(*izRD&M%!#yUa^Srm9XlSu$J1i_vJnr))fND z!$)uppFARa$l&>--mKZ2lu(u#|E5anx_gsIPpea_XmfAfEwzI&^=!7MFJd$-m-}mG z^!Mfx*&6xoFI>}pFcK**UvfsuZ^)ZzJ$^gu!<18&U3}tQhNguFLq3C~GZQXhmmtjV=S>@lKIPp_VmgKLGg=$dP+yOcA zRHY~eYs;BVJ2fJjyn8>_GUi9OTwl3g_Ht}~r$$p{Yc z_iC0m6uQaK?q9SZ{PqTWRs&Sj|G+Xy=fCK?v)1=}x4$wzl6tlJpQ?f@ckiAq1QHO= zq+eUrm8!*FRYRxuRKhC9z#)0QC9N*)qXuqX^D2Y&g@?xHlLyu&$kI+$oT{)W<;N4W z9JZ!0y^B_?fIr)sA4RUXv$Ky+3mr~)_xD3rHeLF>?{GNL*C$3P=hZ57sk5PDtSa+y ziCw~H zrOr`$1|CN+^d7EnYGNYbWexj8aY4_@>6saQ)PT}$#13tHY_Xyu8l#C)`SYsoZj|U7 zQZB&wk#w|RFA#&eONK0ZFE8-90Eh$U3$cVo`Y*Z1=e zIeg^WwCtSa*eQzL*#CG8>!V(SlQN&A{BhnRj&5G7hF2uKF%4KF)>w(&=;$+JQt@@C zynN&C-~Z=Fwb-LJUBW0NmgoWPc6@4=oD}i*TUh_|Ej6^)$u02)>u)el>-{ zFOkRs;yQh$8waH=iq_v(@(M*22#%T51wDKAtQh}$YcLL60m1iAXNxVk?eVXLlKfe3 zAqIai-QY9|gt}UCx6$)JVxXkT%F5O})}Ii--n`e5bIU#_W?o)iARI>U59`+LLeJR0 ziHj>>AO+(?hUcCzaY@M<5NO7Ns;&k$1zu0h$thd^K*v5+RRL6au7FSvhU(Y+K->U0 z5%3ifWzS1)iAzbT>*=kB6}<}gF2-Ni3q|`dRIyU=8H|@fhX1y zHD)jEIml&$$;BVRZQB^&DKzjOND{pC0Upqst@zx-XGmf6Zxl+N_qZ8o@;2=_@jxBp z^9iwbe3u=i2~uo1-R5%!=-}57DBH!g>N{Qo8Xzlkx^+7pmz<47Iu(73&+RD z>uT+~4YZ@9r+2+o&hY~(C+QH_(5>@5D=Z?Ct`W_h+G3v&duAsHZxbNWIwH-x>ukg| zK1G9v>fuI)hN6xIW_Z<)3(GLDHr;hTM?9fn{uk#?aS3_(O+@eD;3L-!HITl5BjVLF zH6_7J`oQMTZz4Bh4p|LPU@{`Mw|{ozldF%<)xtt~%~-z3>};uY5uOk7Jpm}{Dfbr- zKM2dpk_0cnRd70s@n>mrZrWr6;=9cd1v8XLY;|M(K2;}B2fy$7^RqZn1+bb6$#hoa z^ZL$)>zkQH<>&7*H8&rXF3iiTURhq`(zOk^HeANornn`B5gR}QR2u7{d+W&;rWmxO z0L5~*#kmV#Iy+CJG-yvLDZmybsm!&H9oyUWM*#x6)llJLMJL)>J3Eo>+ZjnwDr_ce z7ndB*va8;6V<)rWRX;(5mE2cQZLk5WVeZS9FcgK2^E(>N@_=xVX61scTnT z4_`M_-26wpH+X44pnqs+8$`1Vm7)$(ials*!&?YqqpObkK|?L5x=Q0r?Ku{u z>r~JmjS*AE_{79*&!0bchY&GkmyI&Rl8K_CBG^H#_dJ;b9uiehFm>r1e0MV)8;WIH zrXnJW>CgY15a+MyMJyqUGm;;)?5A_&2o$ydsNcJH4+QzD#!CNILsnN4y=&rx`ZMDr zPmbR|J6IpzKRKD>xhJifL(SmLBb}SMP|h2ply1V8=+?=Jp|yyzY5>{O5OTe0qquxm zm#JLG=YGZVDTd zq!nFO=qtR-scX1f#-b?XzOqk0UWNeWgY4FK!RtZobQb6KdeE2XM9GKPSXuoI6l?`ot=H}-3tk8}fOh8i1?Cd5=H(Gj`t)>6b z(@T+Wb)ER8$aerV49AcEnw>S=dFS-edkP$*?ayiu;;{Mq`;+*O2wC_&3cIP<=gIB@ z3%GfwHL?G|f%xR)I7D|sh#>LRx>~!L{rwl+XZBvWaG?c?@M(AI6ayDLS-0$Awz9G+ zavx&B^D`j^;1JOiK~)NBOB>5LnKGGd$Ptw<8qb&0zD=TI?Y%hZvSQ zt>j9RC3+!VL+!SAWF#^qgjiadX(GEjVVa-7zC*U*azs^A6T4mGy@QZwhdzLu_n2vV z8V`GV)4`h+$N{VkanHeb;h)qs0_g;&rlxSm5wJ}lQ%y3(X^)PM#(U5L_3%T_>@BuV z9t5ORwxgrzjDv$XaCbbY0p1}rNr<)8LuX+kl!Wr~^Ecr5ohLS#{6HteiacFrANRiSx5mb z>3U91dSzwhJ@(B6Y;g@@8Mc4ZWdbLOTadaEy zp<{HcyL|CdoP#zzYTe~E8+Sr)2+e62ybU@8dMl2tTVtWXV^T;VyMe)ga0Yf4=T8jE z1|bNcQ&LjYs%IM{BqT`E(uhq~z7I9y2FAv&!713ZWg6}E<4aXK(WlkI!Bc=OwuYTu zws2`;ce01OyXX6grRgIMa0cWS!%l;Ej-g931RtVciA_(QjLgc)g1UpD59`uUX9K`M zmiJq9AXzhH78GKJ>b#W(d~kMt^_5qkxwBSvVJ3HL@wieKeev zM;MCi38A6192}8xaY;C`@8_om(m^FuGVbo~P9K6rFfRmk*)c!rgmim*d;j2|DAX~N z;N2+;t*r(Z{|qIigFu)3cYS?*QjofQ@^N;6>UZK~wS@&SV2I z4eOBfUgbj9p1j=L>+rxF9C-R9?C+HdmAjQIN0B)>43Qui1cPU6Y($_3o{xx?GG`Px z34@meyqs51z-3}$!n4;g0ZK5Ig)Z9K5ujB*36;t>06$yyI*O8=Ht%oVyeT4EF`rsg zQWBMzm~kZ$f zyn84&4S~;Qn&Q(F2@HwN`96X}CVnh12Z$fCMOW5C#>1HT^m;I4TWL}tsNPxN9Ax3>1=`B+}zyafqfd_ zM8Ut6ZkAjJeR=7MiVCjh%C5a3#C1GubiDvWFA@Z`u*@c|O9h0KnAm!Gd3hc{Ek4yC z3-9r+ZTN3V*pilCkuTVwrKQ!07EYj511l&&RMXw zaq>ikgbo6nfk*GK`pa6^j^~!!1O?S#lZBAs%ZKy(gZ6a4($eRZsXI*rQYKbkQX7}0?d3o((`NB*b?zmXQ@xl9;YvQI6qLfMzZV-a#TQ7 zH*rXG%*_7H2I)giFZ$;zCs&y{?ree8*()Y2eCV@d!I!SCpXIQCzk@ngk=(k8b22i{ z%f+<~hMSus9!3W=7l+f+B+;q3frsZ}(|#bT1f1I=`2KXOa=%^fgW7OY3HkZ?ixcKL zI*|eJd(&etn*Q!)Mn=%x9T|i;N|vWUaPTV2+A|#St1Hw>S~cY8M1_MnLxhE2ocp-p z)TvY0BH|{*b9hNUe*WK@Ar;GW=Gd2?Y~4IOZbHOi)Ry||SF>$#;NmM#Vx2%TFe7Q? z$|kGpaJ&%_+NP$rp$cTwB@Zg7izDdZS2us;Io@SNMC9b;0BY9b^jZxKTeM{SI>pAP zpl5Y)h>NlqRYCpo#T4thVc{FMZ;PEfcdlf7 zRYFnmBv#F$*d4(-ZdKy@_wOZViiP|7`gS>gD`HtJgH@*FLxPZnc=zGMXX(2;PlwJ< z_MB2z2XGT6GNqn-cz7_VC0>j;%0EnOXv^&`_a6WSuU`&3L>64`&dz!wS~})(5{}Jv zVb%fo_aVCC(OHX8etFHftuak1i>$zG)cdxL_Y`mMwp)kx6c;1_f+-xvCL76$k#PQUr(&mqlUNlKIHRLlgbg0l~74o0%!)C{ABb6`t?=*3~oGo z?wqmmq9p)^0)&=h1yp0guZ?@ml=9mU9Oc3;u-WMntcX}1s$g{S#M#Vj3 zxZ+QBE)PNqoi4=c6#ClDWoD4mCkXVJUb%XeDIhRVa=#{A3dj2OA&3x(Dg;A)Lqll! z^Edu?6n60{`rNOKuG~x4Pt(jW$=O;~UjF+Q}Ye<^ekP+6Y+$LU)U zS^l`K?BkqxbBUzApPij$>7ZCz>9@21yMK6afLBgV&iCijCz)*>i*D5ZYcM<9fNCw~ zcDAS0Sy?f_8Vj)icODh{?!Q*qwqX+GT{biRQ!Kzdv4laplUDZly%sbjjnA3l*zB zCxcg&jh|aY0=x*RsBFbM2SH$_r$2^M+^?8voHUd$O68Mtn4)nGBF*Gn&{Z2Fmu3oE%wv0WqFo1o)E& zGD{M`Ed808M-WS6ul2E^p<&`8pMZdX6!I&O@ir}V=7-yFE`{RN!h-O=ecadypDv6J z4Kd(9&Ck#O;L^aseT}rpIu{ogRz8LG>FMcT@@>~b(J%V;?ajV^e#U-Fuo=C8#a~Li z&KG+@4ZE^;Vj>pC&!}h;zUlP2bKw{S_#y4mmdS;{B^)57ys7cS2Ubj^WSpv0`S$JG z^?UcS%})XSfWhxaH;(HT3|rMVG_?NyGm(YV77@}{b2Tj`g@7hxP_YwA0$5xIWUtK} zdVsUpARnCN-djZjaEKIzJ~ImodBQ=Rm|l2HqsJeV0aK7XPr=d;EldyVw`M|7iyJIm z5*qRh(jWH23pWJWmDRZ;<1 zT|GVD08KK*Xwo6nC)8lIu>{xPD{GLSN1(;^puPM(mIzTXnIN~a+FF4=eNjf3j75lap~^w;iE` zwIFvu;$$o;E0U2Y42mErLvF#aFgjd$J(6>cVQRzB2H~9l|`~j1Q0kh zBSY+RcsOu!TEjj-fH)uy5rn=lBW(+;5;yQ3EK9wG_Uz$A`T|w4x3J_bnMRTn2t$n@ z2Dx44-Wxh+^En@cX`lVPb#UKKZf@@Wkr8p|jJG^P88#WxRuQ-sCg-$)gohAjbv$dT zufL8gQdCUL$HSJ(zVL(+F5?EKreaWm_f2^?Q;OEQFi8`wcRY;!>)5 zir(GC!QtskXUal_3mt~H$lMwdDS{AQx{kAvSju({gSmiS(aFilsQlt>MU!q4QFvNX zUk$rz!a9DXh=KwVpXlQL8z}AHvAhXTT{pnldjnXHw4W_H*l*mrWjr!G-H{x5SKdX} z*S83XDl+&$_T!1g_l628GFtC;H|-a}rPm{yO5!^JvM9|oj`%3qt$_6%rS1y|;dddh zcKDL}ki^qaqI3HC>X=J1R&@&p&>TpT(oR9Z zZ2+*1%c^X~q$g-m8bN|9h65$EG6cw^=~RPcj-a$O+xPGL-)R`~kO8ztflJR;0K(8` z&z^M~Wg7Z(ad8QuBnCK2O7<2+sS=yPMraiYpFRih3zyJUM literal 0 HcmV?d00001 diff --git a/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_142311.png b/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_142311.png new file mode 100644 index 0000000000000000000000000000000000000000..434d1c016e1c5e1b60c99656da5d9df7767d196d GIT binary patch literal 36392 zcmdSBg;!Nw*FJn`5hMiZ20^47Bt;Me1qB79B_*W0L*yWB&>@nFv~(+_l%Ucjtu#o( z;hWp%eaHKLzw!J2fRAzC;~CF6`|Q2;T64{L&Fi|>9dTDf<-&Qo^C%SR!Yx%LEffkn z2!+C$IfoCQhz(54!~fvAD&D$(4*vYkS)k$n6FR9rbVZ>^A0hu@70Bn?z=x7<%6e|v zj#h4-k6bKKPae5B**m(~+nBL%3-b%{vOIQkbGjxV@IT-4JGxj4WN%*^ zL!nqux0J5m_exux^z^##j@jGV&+*g`al=+!eqi{BJV)&%XNcR|**bA5WoGJq0$e35 z^I1-6Yu^1|HmX3sj0);&4lWS$>R->$w(A&oRZO z)H)N-biONI^zpZ#M&JDuEo~PU;knM(elZkg`s|c>xY&pX^Hxde{FnY!Y$c`b!CZCf z6fwJm!_(z~?9p;dB2t-6l&sI+nU-K2TmpjWA>W+*{Fm|Z*A*06))FE!GnoSdj_e*N z8D{FEl-r6v+6~7DnRhsC&)=fr)5ldv6@T*hd)}QGbNGvhiRnARv_(+p@lxe!q<{VU z`}@0l+4#Z1!K>5FnLmEq?}%aSHu9WQj<|UF+=UCd4+?esw%VyjjhQc9!fQF$niHun zn46sqn&?F3<>&8w)VeZ}3@-tPSC6W%rVKT3XnGN^m^?)9WeQ3Opj`c^poQl#QH>`A`y`0*7|*}r6(a)%rj=*2BIXIc-N`ZHvGljH;CK8KSoO`l;TP@1y4l$PBImVbV{ zL#FcMlX3B#gHQs}a{prw{YqOrh30_M0>fHi*QGw>8s$12^7x4Yyt_&hT6%hV@zyx| zzrS-C9N=v3?)DM~($dnNV2(E+0KR{CDB`g(Wt6l3u-btU)h~bMS9O|wGa7s5yQX|^ zRkOonUGgu|D5_3)i1X@58CzpBTGf~m#b|N7x8}Anl@4)iTBfJh=;NN%U*Vi{Yu0A{!IDIXBX%%Qc@}<3tOU}Kc9uC zU1nv?Qr&Qcfb;Y7tJ&$3u2>V$EoQi^o-jZE<>ly}?mMl^ol<^^+z1tbfoNwKqfkf}YftR?$L|1zx^$w!}$83>CrraGxMMbO9 zuXbCOg+EhPFcVfJ0{S1(BO`jYKMGpYq+CZzAK^ftzcs4&u&}V0&}qaoVi+49mKZ)2 zPhG2;GEthhqQhBcF{*RRQcvXfmdkwc;*&gPi!_1v;irY}#CImma@u*fzogY3OnOc~ zs?<-GbY_#2yU8E;D~x)1w1UgV#^&Jon7Y#vT@w~YM2(GPfR@LXyNgo)E>cyUd@!ti zfyBA(&-eDhPbO-dM`L(;(&gUk6sg_3i62hN44ds*@^Rqlt}eex)9s({9}xNRlas4x z5t#~kFD6?b{3$Hat8?S_-CxgjoNjVkpGbxP!f_fl^87V7_j#h$wM@T=gM*_KLjIcD z@|#Vr7wrjr23`xVbqjQg=tA)?V86K;O?UG5yQU#zot+w4-@Q_ZDD2GPsiTC-%C*3= zV`dZo-3L{3Fp;Plzr$_5{?ST1T~wZCX2z2<1II=@g=&Y%^M;vdH2XWeQkt}D?$2vo zmt6k*;J$jl07X;eOD}G3x;|0cus3FRzfdQ-U+y?6;Phy#jY8A3Qr~9at@0v^3%TRR zfK#7hPIFI~EGE>^y;^wH;$N;~TDsweC$EJ5K+KB{wpZFbR& z(h00Lo^8VW3i=O&p{ls)I%| zb93*t%Hfd;Yf|=`QKoYp(Y*Q}uZ*Xwu3GhH+-ZM)$$PzaiAK;A#iLu?v(r#v-EVbr zu(di?842kJUXto&EK@I(1fu;%XtZQpd!E}bC#uM>Sh*v#aib4bsr{%h{sp?WSb0p6 zd7P)79?inn*XBJ*LiQu2!LS=Fzep0?=1F4?$ROE-1Qw%4UMSHAa3E$ zuZKHJ6-8UGAGo-l|M0M5)X|K)8YVvC^myNOeL`v~@XQ|u%oGwD zdh5=eT%X-P3{oynX+^B==Bix^2?>$(I}jwI;$;yMicdm; zn(ID3*C4z6P$B~q;Y{O>CEYbtWZ=s9P1b%yaIrU4MPHu|zPD%%!Gn$ctgA~EGE*Pa z9-D7(uu!mj7a*>dzGdBb`t<3yx5`9$x04muV7iW7koO8jDhz^Bda6aD)2E38hw0Pd62X;tC8 z@bwbxfjDzQamQb~Sl{~lV_o2*-<8Ov00BIllwq#47y>Yd)>j|AxA36N+dM*f9c(^= zUn$(ZOU9@F(R489)_q8W!{*vrTB^5heL0zu3qFFEdKw-s{jvDtN71H(S)#G3CoA!G zs6R&&nfWH!#r>z=M`C}Dp09s>%>!Gm_t%+6Jw=HzzSZf`F307|_X>6R`Z8p@;Vx3H zi^TFLn>UJ^DV?32qnPF8Ix&zwDK1{rVz?ZMMt40?)6lR200B7!ru~tJRNm$vlvhP} zqJVa#?SmfNvaS-wO(6qKL-X64i1idw4q>>_V_z;Hv0Q$BK3cd zj31U67N~?I$aoqr?ZKB9mtjx+>WXKtm1Cx%Q8hI+jXA|&FdE07mwH_5v5hj1cmCS_ z*sYb)cXTcl}!XeQKsm(&oleD{1*K3t+SnG0f zveVB*i|gipNJL1O1<4W@7gsXt+Wyi{ET`XtxmJlRY_qQc7UXMYa&mAyEhxB>kDC+~ zMGWt8j)-Wdt3ANozqVr3J|{2F1+YsDv%E%cikR&7POXtKBf#Z02B;?^_Tq2fzCA}m z;_=lNYF1oIirU?~aVq#IBaYJ$j?wBW(Gxc{2qb9-ffpS4w`Py7^7laeMKj z{f&M=-3Q~-n2ul^f{{9R9@v~PJn;|4jn_Ku*HCsoK1g1n`%#lanBf#i|WWo}5((BTAF; zezBC{OA^`sV$=spm5WZX;g=9RA{seANdO1g_p)!EteBj=1uRO;EGMJllq&7X51`Qs zFlJA(2-mo)wC6epD{Js*h4uHGTNLjf6yAh-l`Q^*4u0P4u?jUTN!rsP#+8&_d^I8S z7EE|a!}j?b;Ut&Y*g~3576gxgbflwA5|A2A>NSW{iMS|bfGIB@o%w6yr}p}-MXuU` zlG1!&)BL<*;y6GRIthoK8s|9|{{UEdVmeVYly9vHt2>yJC3z9^4q_@^y_VgTVQ!;3 z(Wa&*Nc-BwhEkB&30kslgcoS%YZNbi+>m!$zPs3@97#1$>uL>vSsCK<_m6klRXPo@ zSUcO@0wPW`3b3c(b0WuvE&OK8kzLHr@$s>U*QP0EC-V%onR#{+-Wp0Ux3OXJrauQD zKop(Wb2>5GyMT_^0`X0s)_YF-C;G0}hC^hMU%dFqJXSVgZEWbn!_P3j-@_#)!GB(^ z{_Ebbhd+?{1{-}n z7yHt?OPVoXp<4Ys^`-wv@&-+*YLQdcXA+>^ii=0v89|xSuC=M0w$aRd^?`6*u&W(k zgw1;TNLD;j9m+R++ytgeN+HONbR=(y4d*pb3W2sMiqi3fQ3kyrnQNPNnB?ya{ zK{8IvZfKsycOU7ivlQ{Jd90qJG5SaiHbCOXl%QOBo_f zj+56yuenDlpFJZD-)Q>I_D$=ypZ~A5>gcu9;i-y1dH*`+w3lMQfm{#82Yw>T{@BFl z_vNOOZS@TAMcUc9IVpgS%z-D)i@4_mt@<3Mo6>v!vvjyh81~0du~9c{ zHc78d7Fa;b$vXGHtD_>rc0MOtoygDOHJgk2^9nMr2OxBVk`gXdq4{_frrM&T1|%C$ z>b<^d$}BxqoF3hmu8Asj=MlAeyUEqQ+)D6hL9O5}>oG>{b<`=ToSuE|?Ic0g&TH-n zF#wsF;hGy-r$~PQay3va>S4UQ8cBk|aC_L57XSvJ=BB!MbUw^1B$`-_eYE-U{y`-4 zb7d|IYDn$^Tu9UcV zaUz1dQ?db3%^)9;2HhSxCFT9U6qh;aDneRm=)KNPllc(xf`gOuA~|_{QRI)w)v3l* z62@zrBj&MN9rTVC>-(=(y48(`_u&JC@sWeN@6(mu@tPG)=h=NBgHsj|&ekoNffN zCbHfFCh*D1P?1&Q%)P&X?r_-zwyEh%^w!=Vd@6EhQs7p#Ol$EJg0OI+N_cb?_4T)g zIM~?2@}bh=y?BKye`;Yr&43!O3M;q#RXshk(;wL^PEO9vfIO1y7&q?xC6;d4ajeaq z&?f)rC+;|r=o&fXyST~v=#o3Bi6dW$0{Qcep2AUg8wg5Q113z^5{pW$CQ_Dyn z59(92!;GeU*i+o4;mcDiKe)~H6#Y)3{kOI{n&8Px>8#@73DB4>j5NEi=m2g^6fp7V zI{s+${TXEOYx9P+z(FG5QA4`9Mvf1ckFENnHK~OK%}e?6iB8$@o6%9ecxQhp{7!_H zjn`(0^EIv)={ueJ?49mU`I<{#={nF<|MH^UAaztrTbuCQIj62#0OC}U?d%&Oy#HWv z&4c}t^mdo*OLr$*W_hUv7KsBT>H{Vv`))G_9Iyg_Wfv5TTV8%V<+syo-`@DU;)kxTRR_PfDqZ(v}z{746 z)JT~*0c2q|Ny#LriL@(30aK8!FM4Q~ z=@g2M?>jc`Qmu_wTLYtkYHMpN4Ll2&@|wEvQK=pe=Ke5U5Lzta>so3?yOC2C#5_2sY^?1E}*77z?Lq|9v6oIn)yQqoJ{creCTr zGa;b^+CvpU2EzNYdn4vO0EMYd{K$i#mO7mtxkHB2{T6%MFb=qO4wElmN&}nA(ue7S zB(x<;y~^QX7nzwe*MxlcR_!|(B%Oj_2Cc@2%PrMOnB}5=+UA;f#@sK`e+`X@h(#Bf z+`$aaine^Kl+td&AvzI+*B{{+q2&#7#}IzxF{t95toO7=S}LFl z0ajK3eW&>IO0fzglkL})$NPDK)Z6!Kg+JO_;1KN2N9N8&b=!`lzJRHcnK>$2x3jppb56d|Ws_cKY5-@WBXjG|o zxi0o(>=n>eOXuD_ytH@n{{}Dfk0&Yjv-wTQzvw>dIJ30ez&Eb@QMQY&35A}k%zMYm z*n8m;l%=+l!yRuR5WRoJo?R$1s!xD`A!BCl|MHUSAy9o#%AiIQ2@d@}2A01QGDMBn z78`tu7qF3N>=OZk$P4QX?`J?|!@~D;G6$wf5w-=X5A$pL2fx(ZkGgs|R&$zREZ0R!$bUu5?NE@j`B~JltO3HL80B zp(x_9s>gXdNx|Np7X@^?1vGyMfey1K2sj(aZN)~PU6dD)*dQO|f+PT(hx2#c zkvL#IotM9{BK_%0&O0>H9=w;zd1s{_eZtj9le`{HCkFI>-GY?ApC39py4|)?_&$-J z53V~_q-sX7Q7ChuXcZAXD*NplbCr?O)+AzKj}LPz6dU(*&ojt8{;=b@HWs}VB<(S= z%oG##RP8m3&_LP76O)bwD-d>CJ-+)0`yc(y0-2?jDR854e^EMypOf=hNz>7vgk1#P z!PGDuL!NVxJ6^4jF&S>~b_G!L@`;JPy}gw}Z!h4}<*`a0;Eb9rjb@Laa&c(-?uY!e zeOjyb`uy1u=F}0lMacZT+_Ss$I`8ibF$I2jLaZ>?G1^H^^>+CFc6?l13p62m4PHW- ze%leF3+T`SB0Z(;kG|Dgl{VkshE-2BvI>5y5u3OZeSwXHoX(ba-oE0J1D`y14R91L zXQ%r+!_Ao2kRDTvVkFT>KG0NVJhP@I$C|8begEJl50Jevg?E&mhbQ=L-9~DY%%lVA z>1svr&&ynFvvkOib%#qnlgiVKS5u(s-9tB>B;C(rYT|>S@4O8=#ii1bIVb-{vT%p# z@!Rtx&x{+Ro=nndD7A?pd`|Im7lOEkk^1070SU!i_z9vsx-6if#4}!_;fq-6|4eN% zfjNXWb?@Kx478}z(`f0?pt|7pvf@1BcHyZI%Z9MRce;+J*yLEqc&NF#B{+jbpZrO3 z9jg!4EfVe%fW{x1t$2oj1FXTpH}|>GF&;fq29+VtFR`*>4V8HINVWT>t4X%6SJX$y zQ)ku+U<_sI``4}ZM<>(Nt{gPF60wUzA#MKzY*xjZNu!S#)k_C=k$@8~I=lEg+#Co7 zkdk!4MyJP;%A5!`>?V|PzVWvzRec0^RW97Ym{)6?h-)bXfnRZ$<6sZ zEf3-%w{{-F$lrZ`pF2ErnqN%pbx;s0JY9f~?*i}`;pv(asmQ_*sKlIgf1SE;@`Wqz z)%=KS|Sd6%G&Txsi*$ z@S~TX7<~GMb_}SOYjOr|J;i@Y^=AS|q&(-jjwpJG80cB&y)Z@9Q*VL7iJ}$34+5=W zZ)3Wj-mxLx5q0~{9ZOITAlG4)0s+@_xJVBolcuRD3kvD`00JU<9p?0yf{N-Hj1=g) zZs#W83?U82S_Ciy;{eF+AJYGxiBSSL6G<)5H*obzhNe*q+lyY=6pov1hMdQ6BBB`F6WTSl@#H zv8ec$rnEcnpuW6!FnT;fwznQeD*v>T+4IB~eN4DT%4*}*ivO%5GqPVCDfi(|@_in= zvwdQB7{xQBEHbFhgQyM+rT3W%Db3y6}kYifS$|!5-#Yg08S~|my!Y|U1 zr8uG*7=b%RmJTW=&p77)DCxHsN18$&1B(H0_%lc=%c(;aU%R>x0Vyab$j{)C;}GbS ziZ^Z~OSy6)8YHy7cmYLTBuF6=?@K|wc-=_vwW1^GJLJ8=K5Ku0PSo_vJ4>0Ubky|FWvMaNE3Yd~HRL2@Tb2{D zR##k?**j~%&VcDG#)rYBkRV{v2Q(!jJ;TCV!dGGISF7}Rk**sAu^os-GGIi{FsD-9 z+Z>(~&IBl=Vgech4?zNG4hfVq0gwp8ZCpIlZ`h^FiF zFTui@DJ+R{m}x%kt=+hsk*gMQmBDY3h5Ds{3*ValqE`!J>}uC4Qw(uLj+WPD-~bqp zruM}4%AbQ#r1EDGlxM(#`7KK^k&*2D{QRAm%}pn8zQkw09+<*oprPr4zQ?tp&#GeK z&=^cbt<%$)z_3u&$ZhdLhx>wiF`J7zQo#`C{Dw6O(9yuw?zLB@-1rC9?la7tt$uwSTJD$d4VM3R8_@l2jo^g)dp7p3+x8<7tVzOzs>6 zQU-L3fcqJNZWOI&5Q+y@2i1WaC+{GjZ;!RvN&s)5=XVs&{Cr6kayr}r<1`Z_gvB8< zaY&)Cs`fgB-ze%|w@t~6*CKyALxvVoHz4v}e&sgGhg?CDHoX&umTUNZ)`M@o3Qnxv zKc65uby(2EB11G~B!vPaBnm3mcgp<(`TF%qR*tqL!Uj9tt)}Xv&H#xhFyXx9A=iAJ zmPQ=Z+}!--bq!~U2|gz%u)v#bZ3LdBLZ|}bK-=`356a5=R*^q|U1LEAZkzUFj2Vf% zygVrUHNa*ex?Al71CTT!J`9@!CT*%iL|zsPc#5Y+&(B*R84>1;$bCiDadsDL^LKt` z9uTH(%ipeJ-EGkE@!8UZ)DjrTe!^#fubm%)Y1;Dx9d~=7+x6tYStCQ{_pANVQG3IB zk7!WjdHak<265|}PG0jqd;#jHRF-i6%zxA}gy%8BTlG`})w61>-aqUR)J~8U8T3<6 z{bJ-w3cu~vCioxEjEMz)`us#mC0{$PoY6aaZS4A&7XfLqc8|If+{Qi%1+K=_pAr*w zUn=f5D`X4^~hXSDM2{l`lh!->+7?IDoXp#p+Fu;de!kE!J+ zj_g%exrG5?PtI6{LbG`(h5a;g~M#(lQ5_%Dq=%BWtC`tzT`p> z$VhomBu6{&L6igxASWl6lan(~BN1mnWcq)VSG%x2)X5ERPq@mR>|{1Y(L4e>P{^cQ z_rP$CWn@@i`so#;v5t4zzj1LV_P8A*|4qjC5>lBnI(L8NL=bH)EOK-S6#DH%_}>62 zPys#?`(q~Wd2)nqR~Kk}wen^F$OnKluB-d|`<`RWa@HB+mzIwVKkrY|n`|_VQwN@X zy3peKL(F5@bb<-Qejw}&m0aHtniFUHKq^aw?H!ZGhCAS z!~`IX<=0nV%1qi`J}e?*cC=3w!fNXqrasyYr4@-HWG%i3s;5l+QZGGqyyD?+E>#Wj z1oMapp=zq*x8DkN>BS<@XjiW%M5Ydijn0FRt-Y@aWAc)7QJ~qSUzUvV0+&Y1Smn(~ z5M(4X0MIq0JtR_C>M#=;!o|&|*HcnTyMcALt-DqWHv44D%24Y<_u>$k6W;;OXhW%TvAkgqr+EGD5S?Lp^x?R0x#Pv1M+3h)aiIl z8SMG;@>raS2HL(%iE1zuXo3KeWN)%l%TixCb&7E z40&<;qU^_hOkCU6&Lf@xTB1k?1j`n{k zL3XG%aH8&e%sb-~I?4w=ZC zNO=%nq<|i4mn+BuX~fI02fz0gfjmA5eXtj;@4n;bXEPg)4t!w)O|nYLz=xH3SB(Bd zqiZCPA+Df=u1i9L*qIMcL?t^|6 z^rBHhQ7gl#$f_NKy>pALGX?^Nj10B=C)w!Eufv0h$9VT8O3|tV$T;FZP$*zy_Y~z8 zK<766LCC?H>pwj0tnx(d@o@1i3Uq`}2P)vC?BCG1{yoeQ>)%p1g#Q;2$;PIPEa_!? z@%;>}wAZqzfIZriz0`lhV@H1BJd0~sXTggxY;GF;Igz1X8C5*<*G;c>aMc#H?^tBI zN~d`;gXgkM{6POhzh+Vi<(#>B!0V zvtZD8tCP*UE504LWcB5iS^mD}1~0FJTU7&|Oyo6o(EOp?5RFCO4 zra|O4^$>$$LQQG=>^;b+;G$j5;kIULZzl{+<5nbWYcd0$MN&r-vRt4~F^YCY`dR)5 z$n0N7zLoS{ftHbs(!znSZ@UGDj0(Rq_VXFW8o6sR7z5z0vqymvM1;W^vj3sMCsJUt z!guDk0w0bdy)i-I&k21cB|}8OA?Ut_m1CprYUf-P!2MyrX=`6v z@Xk_ny``wFg@;(*B{D!;shSB=H#Uy^Ub3T z^KCjMjOj0Sx4UA(#BUT5P5*Cax+5VZ=tvaQ)U>(zxuePo_VGMW>TRLkpDzkZRKQ(M zgbW*P9r)mV)Zp_Qr`wT2>_eTMJFqL<_b2aW<8yF*P7$-xWoMgBf%%oWKSapF%DOnD zmBvd2kv^h>Ox8N`&8zAUXNmN_D8uHdBr@YM~;XaVF;4kT(x-S$3gZEgj3ME4eVFzh+Z@EJsX5oBX?2}NeEyc+Yf_(E3J z;*eRwpP#=nd|B9WbUq0Fo4dC#cfk$Lr_B@pZsv*1Ro8gu+34mHy7O@2fBM{8 z)cz9*W+jb|$(Xvw?NTlD#o z`#SMuH5&E#)scU*wzw@)kJ1Id;=?jCJn%8*fE(+TifU?Vi~HcXLgnP<#wR2! ze)Cyfa{cRV6jt0X<*~Mn=l6JGL`^@%HMMqP&3btbr_tw7IIxM7+0PX2aU##`S>N<& z`|k=)Ke(}`*D}XbAKHs=WKdK)PRk*40lY1Y&wOjP-ED15Y}g!}-!$?8ele%e5`pij zZ8Z1!#Nb@4=lrKIGGlK`f(vvfRvuFP&@?@-sgb8(%J?)q51*Q$dVMI2suKb$VckRr45T@8p!)T?NH9ulf#+lg+|^5x;vf;V zw6riBpPrtk?}hg#FL~hA$#ss_42!)7*cj}0CE z#U)o{PLEo4O70EoesuMbF3G@sks1{hWnbjSwywBxb}7nVd{c$FwbBkL!e&$@4p_jW zh$6mZuzP@`B@B!(K$h!(0s66r4O>{AbP(n3NUFP)SJPw&SB7Z!&r^|ai5pL1dtpwz z5iJVzr^nMxvJix3p#Qq9jts00DxJTBRcgvh<#q7L+#pgh5?#FwemY=Hl8i#oH%|8G zVL#fhkg!yXo1z*p*FG2#MMTWxnztyoMS8mfyO3WRdscW4M=e3Ln#%KA0r`*O3*6kL zK9xv;qm)N>)0_3_Pi1-zxAE^m^6_G?Uc+tz!!2UA1y2{(TpqnI^w&Rf-YfNFq4d0P z@PVl>wV^Pq0sp?0E(e>I--Ix#7-$XXY2tx*0QL-=nLARE?T|{0Rn%K3jeAo%mUbsS zOI8B25wMGxq!1%&x&peZkI(tzRQ?h*ZL5NOKi&dy)cMl+~oP(MLnie3^w`L;+%0Y~x6MY;v zmk|KRGX&oW$In`m2K~YCrGThQ)pA+g^v4yX>~b?X(4r7$0}8nMxH))BpsD%RUnt$q zrfM1A`F3M-wW4Fm>!4If3h|}ZT2edRym>Q&G)#VrGg094Kz2u!J}Q#)>iJdAz#l0= zY_ohYd(Y9Wa#$SK=)S%Zs-&z=aKHCBwHK*#&qED7uyBxl1kMzfnHDS*;+BpSXi^1M z?{@L+oP)=w@}0{+i9$kV@-t00jOTQm*|bhH(nFvKul;qC^!bQ89Y`7wnDe?zwLq)A z;YcRJ0KWxt&K58dn=_%L!k}}a5IqK%m}Ch@CfL=YwTkhxSzCcIuQ# zoI#R`)edA#BwU)GbWM^GsOMU1i2~kFI2GK)WoKae&4)gf^FD{xNz>WXfqw3DA^w{V znogxcRAi!15@j+CVz3w>++c7lKm*C29rgza;X8rI+Hkrz&Z*0#CG+ES1&QrXVWoaj z4VXG)dq~E@WN~HsAx-cWcm>MA+=l|1_cNGgpi1O_`58e;il@-I@~u@*W9h_ur0%Dg zhZGx|##{mx*&FB>|E^DtuL?tGTsCFcSbg~Tdq>g*8P`10Cu5HZ&y#Q6cAy7{HTs&z zX*sT}2(?TjA#lCSDw@=8=;IfUsDw9UiT65!@x0>WXEsP}Y`mE%D06N(#>|RiIe`xagjH*YC2D{c z=^bYg=zKy_38v;V67cZdc$NdFZ8X*!t1kxxV1k}Kl6*0a+w$o1GfRigj*b*vG@7WC zK%wZ2i!EbzAu)PWH=m^8kW-J>Y0n<}P6`cQ=&YVYEy)|uT_Iugmz_Z&{X9H8{Pelf z^F(Oy+Fn8`X*g>tJDu_+BQtf7ooeC3dBYcbESj5>L-uBxZp%rxn1+H}0T`Nz%%A5q z5sB%h3lwmim46SLE)TAu<{;ca#{oI^->xDY`} z^q==yeR$9*AGJ1Y{5{Y%@}&V@3&bGKx2h)w;Pg=j!u@u!YR-YpNv5mPO*-}4^VO8d z`Z#~Mm(3zXo+1|7eA2#Z+Yo7hr%*4@bnt2QA}l&;nc=~E8gm{2W6>r}O-=K;jx(W0 zit2;k`FKr8_9wD0Ur}PP+_BOtZ%bN}wxfDXV!h?kjXLK99)Ix5P$0z=e5zGTh@<=E z`-{%Sg}T4;GozkB#1(2S+-y--53R5c%vPtSw;R$s!1ykY4^JE^$tbIxm)U()cKSp6 z=(vX%vXzA6)a_U%*#dCR%AfwF03@&kt}C!Cr`SFc-7?+Uii^iu=)O_wVx>FBh)>dE z+DpeQcYxy5z-6vBl)m0pc{|;9qHjA!I!azw>ttfPqla-4E5erdg@#B2nTQ$z<@FV#Go#kgUv$>ST7$5xbmto( zYd(AS%qr%X$D~OH?5Vwe>u>#WtI-5nDACS1){fyzJlmO$)k`UB}G z6xtYILXfNxBY$L8=dt#+;9fR@-Ms$}sDR(97Phpciixk)XccP;2`RvSijHY2JE%zNT(iOg|21+r3akNG+0uHRXJn3V z)=gY5FcH7xqUQ^OotmqjY7~z?KKMm&FlS}lutW0nX_7%~%_AaY=j~4i$|v$03D;A` zo8_V&7yInKaW*&iZ&~Pu)}_sV#C~)BWn2bHqfaXiX_8TV5Iw#^5a46i)e)hJZZdA2 zJybz1f3JvF>DB|_Jn$p}o64SQsh(>%t%6LL4(kO>ten|=3bxza5lMKOEcAI9 ze|@kWdF#)4cS`M(%M1rUJnYbQzQeSeT{{;e4W`OBqn2pNR~=`yoIvU^`&)eUKzr4% z4FCF_AH8Os5zKj~r$}XcDSKmd(t07CUzbyqce?<|5sb|&=hDtV{+Eg^@u zB0-ST52eov|a^6)SCjdM#&#(+FFrRxOw+O&ATWo1EI#XZ-n@WvM(6#Fgkb%5+CUav$RK6oHM zY@JD5?vz#Qj!ydZ^%5L(h+0cD7Vc<&?(0-Y)dEvd24_meA#;P_v_iHT&W<7K7ILiM zeXHawYdJp_d+|GvVuU``thAEKE1Vv|3~Tw#&d&7EW{dg#eOyr({|UJjSV=ZP3|l%E zhyqc24nzlOFmweIzK)PIR(mdlPxb?Q`RmtL!No?=PfmB)rz|#%y^f!lA5VI+N{&qU z80l7ZE zaT8zWkVCKNTYfCn4Nn!YAqE1n2UlK z)<%Q*Q$=#kzx&Pftfc||=Gd=lxT?)QFI zYx-WxtQ9;Lof`z2MKRepg07qg$EgOfl<5E)Kpam&Qq#ef3OjBBFX7Mk09YxX#*z}# z;lAXgooqQDG;71KsDA6ey#RyXqa&D6u`<~EQ+5urF1{1C#Bb2mU3HjD&Y&7n*nQ9_ z8d2^reC1|ot{2(S`j z^`cuY@XG4d&nPtip6tZE!sXL%$&Q7Ukqj}2#&Y`ziOS+Q0PyoGK7#~Et%%AA``)Ym zqv#!!vo!$eNCCRgg;+)rhxp60ec}$H`XBxMq9T~(j3?dZrT&`tuz}+w2sG1F!w9d6 z)8pvzme*IX#B2evQR*CSf6EFjD>C>TQC}axm=Q2G!X$)ECnj9Yo5}2j5u@tdZ9IBUsuFvol@$^#WIo8<7dx0d zy!5V_BJ5Ea_%tdao$!z|;w!@?*3hzmi=KPfeD?q3QZ7GF1ef%)4<;tj#*HKt^!3xL zE;;9ljdm`JSBY?Q2Q+MTh}#Y|*n8Y!3)|}!$cmyFNcih!V(jNk&1Zly^SDLwGA*qK z4kduwnT3t*)2hquEYvxfogNWCu(u=F*Y=RNF5&+}eQKM=(H;A-yRbIp>koDbW-9*M zOTWU6_G9w{o*mL(`;nNd?(cPE!}C4QQZnn)_}p)Kc_38W7I#PO!GGCgKQ@1(Gluqq zksaS&g1xn|$^XzSbwndp6RiryEE0UE2Re4uTyXu`Yw^X)T9XIX!ItOO|=^ zK9_1DJu|b6gO~;)-kEx?qjj{R<0@|8Sv{bi3NL@^QZ&y1_O}enO;bpYdX03&hC=!t z%7zd9WO|Yw*`EOz09IReR>szx%$fCkP{u-WJxEbC9v5_qgzM?zPb@83v^8l>j`zYe z(tCZVN3Ul%8p9~)SzIRT znkN)$B!ehBk>7C1`hQjn930b|%LE=k;Z|}`RS)IL6s-y;4VOO~g&J`Hq;CzX@BuvX z;qSq3MX88h<$PJhisp=)TN|HKQ@oyzTLVZ0{+XHUsv6I}-36JYp3WKHS7MWZnWozw zowT-;8Lga&WgIwpE_hZJ2yjCMpvIe;fLiMtD58JGOPH_ud2bD1klDog+MfrHM=zS0 zBQKE(VqduUS{&J2Q`u~-pP$17tG;=OzKEtg2<;0<7sWO&`%d0T-~xei8i4g$Y_cjzg^&z9RK zJ8S-V!{W8XSgHpx(*rW3nJ}KhMz+D{Th8jLL2yu~$|Qi+_J?3KlMu305yHZv@T}bp z$0!0giX-Xs1IAAu#YnW&cfB{|=ae63@}Un5}SV7Z=RqxzhUC8Ucja<#BRW`j9aL{PZpjY!(V z^?vtsI}+=@o{8}5OBvR+%ngTm-v-FE6+qO$R#St2P`)u&RRd~e8Y_|QUP*LT^?F*NKo}S~7N){mGe7QB|)OJM7c;3qwr?wUj{K5CU zU$*8z({31=-k<(XW3EMyT&^^EI-W~(x@2F(agl{BWJ6m*P>8ZNP4fg5lxU3YvwKmT z$t>jx7KajxC?*!w^5fl!$1wjC+wHEua{cBQ|Of|!Arb*3oj9T7h4r2ha)3N zQ}6-TW1SM-b$xI!D2(V3Q*Id)9$vad_FWm7cGDx^I3fv0#D7O*x#CcgXIS-2MoH=ED41gM|> z2t(%kjl=261Z|vJSajIA5_dZ|Q8FdWz{uw&+Q#rY5l6&&`*hfZK=DRcba;}S8j6q{ z6@A9Ouce8fHQF*Cz-vsLlZRcTkHzfA;wFm!=DwoaDvdsqJjpDAp|Mx)=|QpXvqUJ~h$ z;tsm5zoev$#jXO@nmY_>S#Z+yc2dh(_6KhEQ0D2X3p5fMNh7?(m8gq@ZCYAEA=p!6 z6c^dxbzc=&<2a7AB%bHU$!lmx`I71I`t^xSMb7w^bYf$R z(mr*H!a6)``C0h$h6=BaPQs&p_T9Ha|L%!B(pX>WO!i&W{c5R?81tXMYt=!Gjo-+V z6F+|Z!+$p{MDsj=iw1lUA;Hd;Js!(H6_DUUb$ex#CH^FZfH0;TITcc zWl0lu+iYIsmymyV*YZ5`_|qnjIya!4j#{7Ye@UdNnZ;hto3DwJC@`G)L+q96lsX4C z{Ku9gleHcD`aa%IP55!&xH<1_NJ;F&`#FvLZ!?)SF$K6$t+16;Dc%yYC^0iiZwtMJ zT$I4qQdn}HG2Zf?K=KfoipuE=DM!bQlUq?I5r2MvsV`ko*RT{8Ir$WqNDxJXHBr~z z%*ZTHA}M{tdH$T){)Wmh@PM>3N%|P#D2U_~vdckACffPixNz7>4FyLIq?<~W{0Y+& zsWnk|BAVryoAqSBD93=6G7DsfIMsuV@~WO^N9MbL!W^jsiz(RJpJl zAyM{x|2f#RIT3<430VfFb8fYyNwp-4D7Xl3euMmDAtnAqc>3W12J@3J!;r+n@=}(8 zgk15+YS)5a+=~1eiixSEH5BZtiYk_31tcu2cR2W>`zc?kdI=D)?%E7s(}+iHXx~vV zbEd%oh%izeJA7@dp86aK)wQdIijY+9C`}$w)2UG?paXuWe=ahaK6scn^mtr6i=D;C zci#v)qN&PyOCo6YzL7s@q(nvQF z(jcjbfGCX!2uMmwNGPRrBaKK&{nkF;`Tg$9ojZ5t&OLveb4K^xpLo{uthJtJt@n#r z=PL2e_+(W`IJ)aL?Jnz0FEJltgU>Y!2LtXY5rq(zTJ(~(v^r4ioh-F?TNm0Bz*Qo; zuadjn-4}KF#w*v1E6w1^vKJRmNd34dt^%76uJKh_k)*Qld`rJ2r9(byG78 zl@-dEF~FD`%%OsO+2sctlt>6NY`MtQIqxgKWo2z^3vKI;ACu)72!d;a#EFKB9YH34 zxZQ@_?NLlMB{C(AwNg4|7OAyCSj-1{lbD*WnVMbSU1b^T>kr*?mH1L(DrV7hjn>@p zqm}jPORu$Sw=Iz$tT1)kDXCEt9nEXgTnUFUTrRrhf7bdRPV)|26vQ-!rqavDbH4nx zR$;J;z*eK+69eiG&J1IRf@uHUb4P}rCqo<7lfj}fUEbpCzFy^ zVSRlk1aog$Bo0>F(7tgo%K5;xtZeR}MTm1GD>bsc5jxxCv-sx;?Wkt~>S+AZ?jpI_ z7ekUwE|>GtZ4>(IMM{MKeIqMNO8pumh?vE~s^xJwAb5UM*?RJp+0pZm>voX%8_hkp zWPB<-29gow=DwcGi<-VD+yZb`Hy_qrdTo8Z;$vA3!oWhJW9$}0(HcnaZlk74c!rx-h`TIvmDL3Eo;tH#$j@j;NRlMvIz;HKbE>dZskv!OREgNrUXZFwCZYV`j8ZE^F0!F}VLW`CzZv zxBK#!W80JqJ_E^P1nOH_wrqUCkE~^35?B^Bh6+0&UZ}u;eLCC>O_W$Xn+qP&muF(* zxSM`FQmTJ?vcXOJ<}nsb+RkVztCQd`22sSdYe;Nao_1)F)pnqvX{)l9QM49kS4Z$Q zwH?p-mHOpoW@eWL5YWn%24s@JB;wDcm zn}zL9TF2AfcX?!NsBv!afN`ezZ=5+fKFHd>!?}A`YN7%a2gSq_-u4xkGp|#hG$44! z4=vEA^$K=&W;=!Q_<04)wYRaFPMFOnCccEWYHd&9Gf*@T>E$47yj_u8VYvKlocM$E*S@1PvIx=ZV~vz0C@i+;*C z`g{-^9`}}zwS9y&^Y?d5s6rqYCASJqNj>$U-neA#hNh6KDQ%9EwGSdwO*B5c_gk*M z2?v;g{d4OfR5SiuFb2QXl^A#>w~mOo<1oqrS_>-cx1*nF*CDi#N^zi1VrCz3;b+lJ zkXO(kX*Y;SP7b&_oCwu7Be{EB8#b-Ml24Y&<{Q>92&2UBm8v7?N=r)cbai#Jb7Ny; z(Gczp^zIGQZz>CeBxEHki$8R3s;Z(p&#j)hHz09wcMymywb0;8OZ)LSBBwg?^por3 zHrFPEEs>CsK`MGnCZLJ_$<)S`!NdBN7vwj@O~OjJNUjH)Kz)Q(d(uK?yAbWeho-sf zm8~~|jtrv_9CiaC4uka6f8$HS`74LCuh?j1JE^T@ur2XWuX$%W22TCPeFtGv5wytK zje3Ngr*W{eOKiv7J+}8ZN@Z_kOqe2cxpWs{&yawR55IIu8sl(8v6+PI2R#|P8PrsV z4KJ*h*XV?u9$+)ypP_m3i`;5|G4(@T-Cp5?fuzmD&GqA*#w0zR8wD=ruW|)@nDOps zWMnL5*}az5(jqZ2F^RaQNc;jZTd097D#iQ&y|Z8Y`vp%JlT3J_&F(xD&LE|^(rEuS zJP0i`oqL8aRcS_O-t)8C9r`IS(1g%b{fTxT@lMpa72pirX9w{Xev^j$VSh|srb-Q7 z?AJaraUD@lhCi})^rqs~I6aP=;7>f>3!=IBS79E-!b6b1|mQ35?E$r;D#TbImwTnmXuNtTiP&Z+cD>oFZOd3N@>Dpk#vvR*Iw%B|w z0yp5?-2EdCKfgAd_}2FbA0F~|FWnEw97>pL)Q@PBT54%2ZjB=93 z`5XCirqOa~*=BNLIF-L*DCO$<-$!HBA-GJP(;}is4T;|4ZgrDTo zX0a95ykHNWs2Jg5q#OWC|NdROv%8xaTCxyHDJdv%A1EHerKe$vSl4L2GyU$t1A)6& zE!&f5O^1|o<}I(*s5?8qt~41ota33*NXRJ4$F;$)fTUUhREw`a_0}ARrkhZxh*$vW z6ykdVGB_i1NlXD_aZ`1tYqgxB-U;j_8@%&|)e#BNqxsrsuyS2R+ouu5+Ku7PLqBdC zb!qJdY&Oe8DGaD-rwo%2JF+DsNJs+a$TK3r)?fP|i;57SYuNG+&rd^->B0JT-6>;| z0fEz$LTP{jYRcg9M}R;`hOJD*+a0XSZQ(aXN+1l##k*?ST<46IBf9VG5Xk-@neFeG zJ}MWu$c63!(JFgz1%D8CpCAxLm3+fs^)PD}{^nCD|py`a4 zF&&QRPEK*D`i18}L+($fX9w1NvSLK+vr!OHFq2gRn+~FdYFye^kL8Onladr58Dvv0 zQ@>2VwIplDWATW^3Jr-22}Sqaoa&Bm@2c{4@k(6$UO4837lYdnl#_VCeG3zd2rK9! zjmnNiFMRfi%wHW%1Oek9dyjJAIr`HblYi}MYO%vJZB)E_ZozQZ-&N1&z_LX|+M-Fa zbtOJ{*roFBE2yD+p^@cB)!ey!blOKD5goXu4pKYM5}qghVpBty`NwNC)%%dFPdEHF z6T68{Ef}fsoL02vGkzwux{(&`pS}YG0`D2Jccr)9brZ?r{a(*s)Te!}_Vt(a!os%o zk$|+sHYuZ(j_0V*AN}%-$Y+cHh9DVi`b^eUK93T0BkLErp7UpZ8C3J3>X30fHOptoAhi=d~t_>ZeV1NhHg=Q3) z4Y!lqpeCkqDI*giXvcAS^PS6vPEe!U%{MxDGoW>L7xglOG!lQ9CN0&bQ7*8JE!@coAc`ByCuWc@bnhnvRbsrhw7!^I?404#?UAN{#i$8eyO~U+zV!h+Sc9LGTpR%JSu0? zw()-BL($+r3BBv&}uj|jkpZ8LOu-?18?*9Gq zy_>{=c*zT0KgmmnSzVKFjU|D56hTWVB4nX+!CE==B`z~3PXy0wiAM$)N>N)v-nu$_ zL=O%HjLZYR;7gEMCHy;DNfm$i@RW<*s5eU+7q$cJeb4X7B_uRmGr1XS*xiMualfne zj=TaAj%mKGmq%$A%9*IstIvs-EB{NuPjSpy`#m3%V8-Bf-o1~Nd(gjNF5`5wJ3h82 z+0RGJx&HRsf0H+d-XXhmyXrFoNvNv%HUi4RNAm`kZ?_2{zU5?hD9Fu4-$H}<4)Jve z`~?zvc0bgv2x%1yg=Y%V(Mj-I?_13hmYw>~R-s2f4`aE{kcbGNp_7y}n+ce{*Zlfy z{Fa&W+qW1v_~?4&`R;uGxXO4sfBvm*^5VO=Gx#o7zBh-o+(V9-sZ$Ii@Zw*-3wKNH zp?xfV9q;^tE|KsFEjl`OzCRoKtPeKFqw{Z9K{xxzDeAR6(S`9`<`qT=-%`HQo1>hS z(tAwVx3UsF6ss6u)-<^GiEQf2+*mIAvx;B6mT!!21mpxVeQLPsJ0UVzja-i>m9jc? zo<=AnEIXcl{)}vViWZKA%Rs?Iq(cqy}b# ztvrQ=XxqQ`1HO-sM^jmLQ(G(bX)Koe3lGhE{(EdP*g$}_J=a=YF6ei5IL_kVY;+V> zx`pO&Fw=w^=bJUL>ibtq;@*#Ltb|VqDAQwT7TpLiD9k4nj&*imkMt(%9&OjLd13QL z#qinNa~75r_TK^5V&XB%O^hD1MhY2|8aLF0>6A4}45Mc>FvUaaS>;ew6(Ih%+_yz&9-Tot=ne6T>GHCaDB5p=3HAuluIX!Bc@jHuupz)!6w0^W%x$Wy~ualH* z4%5SuW47l{7kOHKDNa+r}s9*^5^S2PYL!sN15ey3Nu z(0nUKw~y;B)%%;x_ZZmSzFSl!cY|v*DD>L&d7$$w%=;J$2A?_7ea~dBd4b4I0H-SA zK|R>rcmwyz$hC=$;I_HogYD~*mbB@M?1;7@iCv2}cB+~b+42j@TM_2Q;|MZShZOFW z=w^yic#t{q_`i$4aBC~8`CNWBzTERV_>E;;weaujh3SRRRm-xw$Vd8*!{zeAN;K%q zjM(aCi=_ed_uA&7*jPT16r?$F*SJ4I8$lGwftg5r|xeTKm}p4Ba7HfJ=zX z#NYpt@h2FDpXAw5)-o64U1qu(SBFqa^;^SJmEPrNSKrR563c?*LcW%fLE`Gbk=9mb z*akWk!LP+K*u!;}G$ajK4gGS2eYP!58vk|l^kPd4N}PXMy__*tG*-N+==2N^|5Pr4 zkS@f!=g!i_yXOUNQX+VpPhNLLl_cH>OK=NeCSgRc@+{UX*hdy_Vks+23RFNtSaEZtK^`v!|8W>l!0MYBt%KE=QAv)J+Kf1iv|-4F1`Iq)uXWD{nDz4Vkv^+563)sji`-Ol^0*9Xzx#Q=b&qo!lQ2-l{}9&LJj`4y zvFcpuWa52)Nfcyfyk?}F=QjrvuX@*E?UxNBfvreyVafBllQMIntr`63hKGT3um`l< zi^C{{mcS6Q{PFGyUGs?I-?}3k;=|qJ(#o2Y)@c(+Q;Tq*3jD;kfPmRhA7Q$g5XEn% zUtF>LVRa}iP5kjKp5-jtz*ny})UWMczKY^`eLhx@(wm$e%z*2Qo4qsL`r}H$P1mj5 zL(I=>l&gz$lt<}=<&h$TU;~iedq-`32wF<^}Q&U0AZacG0D7EGI&sBP*0cP+r? z_&)NJTwQ)2^H%g+=z6_9y}Aei#Y3Tu{g>S?VU5jVA5}gk>1OK&8e6xTm?fl$v2rw+ zhILNG97^P>F*|+`8tM6o4a*pj&YSTvwuT~|0JjYo_i|%jWFaMKyIqi+90Cmufl%Dr z;N2WY+f=NO&8?S~`i9FC6eNCHs)c;_k(64DQb`%@SIxqb&7sjXEtbWZ)^FMSy)0gq zadzp4wJasa{e3>lshx5yV_n#7eubQjW}m*;+;BT?5z8wp~8cDiDJWxHF)EIF0=PRG%c8Pe&O3a0X|&ZruUDJoo6{@ zYSQ}qtAyS7@|W_f_#QLvaFiM+`<)y~$=PFw`aEqbiYKgO`c+{l=6U?vZ0#bB|HU+C zaoP>rbQ=fuI95ZB5-yp-{ExFANgYV(aI?kkPB=@CCiC3&cDNSvVEgLdfK^I=p(-rF z^~s6*4;_D|2)k*#Ch*)TtL8d*!6}Y59k9a`;44UR_kF^Rr&mFq3_^G*{%lIOyV;d< zB)(nEoL`E~uRNM}B#AjmZEQe;%J^VsWo4KW@tswjpOl6su#Bh>fi8M3c_Mg9I#~z- z#*^<`rN@M@aU-#fNGl5)4RhZ6qV7$aK@nXPPXF3 zlI9;KxgL3I?{?=Gvz%ko6CAI)EuaH0>t6)g;IpW!v-&PdkpNtnuCrKaYEv!up zZr&3+xW$1J$B%Lm5`1RWt4{*1cZ@a3OmmI#p^0aT;dK~aLp0Is-S%00J9}e(h%m>0 zo7Qz%se>xBaL&i{;SY-}y3F<41cLIoZ*bvI=FiSJfi6eLvW>n;ecKfo*2zFn@V~~1 z{x9L@)m1ewgrm2ndgzqPa-J8vo_D*+nLqFTbn@hD<=2U6s&&d}Wu{c(5l&=Ilh_#T zCQE0Xhkxrrvn)L!>+-2KnzKhD2^kTgrV4!9b zy{yD$huZpHuJ82`w~no*zsaH<|Asn=kw(#M)+FwC1RGX`eKld>Jad zRGC#tBZV|Y)R>}j+3ZX5Xr!cx9Ybc}PnVrZ`cUUk`|VlU&t zO~PF8nq=t=*aa@xb^G7(oDY4F_5Q+)LEe=h+1kp0$dt_WMyE3lk`MAq$)HOttvkI0 z_v)1(nKr33JXpXGc0ZhCize>cYX)NY51u?`dl0VUiTpROfawslfF@go$Q`$kjjU;O ztUG~Dom-knd*(lX9N2+1bE;6NLV=Z6D<`5EuiAt*>MGqi5rd|}qx9Ja1HGU@3{ zR&s-(RFfdi3G+v9Ets#o=Bg{6N1~H_5 z1wzdG`MjyM^z*kY^S$i8m>D2LOxqrrZ^iYNqVTucU-v%ujeu9NIk9XFrCIB>ZY~8L z_YGwUAKo^!;)f%F;BYzSW?OeMZ7LN+j6Cc(WC@1u`j#6(!Mp}md3m?FgC*D9t|u~{ zCUoe1&f=Hv9quO*lI1Xi$EZe6w0>*%fVtf|Tck_^ZBOzMV!eq<$9{Q^iU8_Me|PviX7|E7H^% zJ+0T{Eq7q`{qp*Y{laLz)+7BgE7C9ZZcXFXIy&Kk4YMJ3Xv-N#mTvNJ;WYeDW{ITt7akPvRX(RALE>YQ~0$z;n>Y zHjb%MT!Wia?Lnff%A(<0$aP8rDYyy=gmYfh|Hh!75dTQrW;;J@t91F|O`0lqPI(mA z@SfYB&`E`>^w)y=--m@i-=8&!sc%yGd%{Vje6kYvyYP7VAx+ z?{aVf*~e{D`FChaPu}7U8TH7#0p zoxam+`fa>ve5agFXnH;<>+CjWb4-_orPt6h+gm1x%d;RZKb~DONA$!mabISt3ct_O zH>?lJ8M0ARK~B&3;#*w(+DtT#gS_a7WlI_?^2mIuQn$3yuK#s3PJA1zF&z^>Cr-YM znnaC`kbDRk#}2Q(Ud-;{G})%VI?SIXd&d%K;kbqv9a2J6+7cx!6b_m`7kO;J+cp|UQ~D~U7Y*OHD)DBe%>7~P^cIfA*M?vH2Pd4 zr<#$zzH5GF94}KS1v$@PRaEh_VkJIx*f1i+ts_fv6_eiG#15(U4Yohp?tGffuYHb=_dNgk#UQ!-yez)u%SqT1=IX@?MbCPTXRDh z?%dqypFJ1iZ?!xaULVteL9863g5IqCDaWymSe*F(f*PSpyR2K*#f}W$;|PKRrtVg2 zAko(6+G(hI`ai83W!+>BV-NBw8`!_Wa+mbMN7~3=k2IE5M4Tz-Mzi0zFK@KoOKWWX zvKI92&`JD0K9I(J6SMbs+3RwH8}nxB{&>aZg)dUau$QbIlpswj zo5Z1S>|}LoV6!uUuBTBshsWmpDqE;cl@CpY^|mKRW!mN~R$t}hJfBNdrZ-1ynmyz?9gsCW?4hoH<)uXDu%M=~)^Ag0ekH~2L7l3@Q_lNl zCYy08gu0out>^rmm8a&6>M4l~4?1fITl-utm2ZU^uH651818fYqnSJOt4)Ab$Vh>2 z*CmMg*i9rb1jG!i+qd-Eh~v@=C$K-;+39Yk1PPq5KIC%R+T%~bf>&dkRc9$jOt9qd z9PR9VI1XtXV1WN4j%7JHv4&o^6JLmP3!l6=G24 zaXz{7sy{j*w)IU9=wbX;2mj}%kScX~Q#4-_bxNkV!9-zM!8V@^& zK?|TS!9Ei4K@QK{=Sto)EBO-cE88V`wKw!}d+O9C#>mtouVotr-n>rh7F_#}98co1 ztb#>7uyoTvcLx2EZe>}yLwu;2C8e7^K3@4wq4xZk{-*N+h7TzLwbP?(GB_l7r~yn$ zWpQ!>gwyFKPfieRpRsYpmYp7Rrx$%0C7bbQFF1FNsmSrVsKhJm)+1j{rGq5n*QIF# zu!s>pQ*kq&SZ4DGe;>{+&LGZIo4hFZD+Y`4M@JntITt1#7rv&ZR!BZqi&@(AI}BHD zwCV3jST}B&wNg9D-E~cEcwEcoz#8{CVdmnenN_8?cWH|?J>%R-z20~B+GK~Z4UZbH zxpj!ajYWDr}|uF(zNF))4Z*w-i{{n@qrWK z%MS+7cYNdJ5HY$4-tnO3>{m`XcY0shRv(uIZtbjE?&j6%q_*@s1zw#TXSaWby0LYB zyjP6|7{+x0JVtsUgUx@m;8{_|tiN}0-q%=1ahl!9-^$EL@f@!x6YrGb)QF7p?<4L{ zN6$*!=ZPDmUTs z9z$~5CK^(civr{#vT4u@+r7Xg!vf51D$J+j{~2}FNzv3Z2Y1xOsM^Q*Tch?X@x;7MDh~xoflp5 zI(m@FfNDlDzQ*ykfAF*Sbk%+B4ITj|fzG_d)L$LXYhC6}CSEAp?71C?~j1MIp-N4dcp@f{F&`C z(5IN+DR+;ZrA>sN8a40_?9j`5u!G`EtnHpD8 znP@2vv^#?6=vW&j0kcUaroMzz(KxS<=|ww@v4YPC>%H)y@35tz0Zl{v%R%Tu$7w|0 zzdJR3?HZD3Ki(hY*>*%7M6%i0p_`lNQtX=;GZ6mKROx#P1lMU2A9L2*Vny30PD7-hXj6jAE0D)h;Q zRKAX*&B_1|*Ll_IcyL`VUKDofs*PgZX2lVU0R$@QtV=Ss1f4{ZVY-qrRSp!AyFcwh z8G{2tESHHr`s5O{3J>$CBe!Rc554YP1)tX+rMVKQ?0GL?~w{x{C6F9s7qmM zpC-kr%1nI5csr!>1qIndQy)>L(8QUkxP6t)5sml@>=xSo1lvgQ``t*Sf`Qj>oTcQTQlvOMJvlX zbHBF<2VP=WIh}mdPvU1JVcU>h30X@`&A%a+ zF%_|fhr8GqI+bs}%hhz>ySw|GCzbW^FpPWw^S%Z7(pN-EFPB`$vDi9fx}pwvnAwc>vy<^!xTX*2y?3Vo|{bLR%bKy zlAtj<(nml?kiXPL&+*}hI&2$(AY+eGU!DRHSF^;m=g*O5L7nSNWHLBR<51N1FgdMo z&XfkBX-n!6!ORw2<}=_6*wa|NqrD zy^9`aVujz0Ci#iOfPiP0!Fg;1N0X?(H=u!|Khz(U5x}_@>H>PG+9A{%;+BO|I@H(F zP<7MrN1c68D~b9Wt4FXii~4YtKn>|vbc;AN#Pir#!pmu>X<1oW;o#+s)Zr33Ilzyv z7&wJiK95Qi+S zt#b+%iZJ)kCMPG`hK7cUDi@%fBl+sX*!sVL+(Pr4rn#rpe;wa$HcF2F`t#m4=P}=Z z&q{%+Wcu$}qp5%sB(;7c+S#g#8aPN{a#mUQ4?P1{hrU-P|L+SYpUJ06p9oH}_3ZEOa1g)7XGk9j`1kugag1E%eg99xdDH_?vvY$qrsfmK_2qR46alYF zElU6sz*OPQ&G$i-GXjb_;A_$tSXkqJS5WQ)LXS+I_E-fvT>GGkQUJX>P^Hr&OLRX1 z8f*+lKYs!RaQN}NNF>t2#U&BcVi!RrR3_??mc3bR3@10YEVTaJhCX`GY*k-(CD;K~ z)l7bCEa>S)dnOa=J?o1N;@mwzMw(w==kW9)8WT677;N&BzZM@?xf7hfrp1T407lM*Tty;7ZR0`K?TH@ z`JEkJcmg-jvg1fo`8EV_G!#VSHHhA#6$q38j&c#+TnAhaKsaIW{7cZ29#vY(4I-?p zo<3M8l@DfK-fN(N9uAdeJGpjNCa4kB(QQwK|P=Joc zIKUuS0AmGEGUxyyg!5^8Xwbz1;dBa7@qQ*xGL~XGo+kX0tIORh11O1a^gVb7Z&gQE zmjak_R-kNQ2R3E*`t|EA=pciMK@4wrU~1~+1vE`&Tc?j>22_THAy;9|;h#CtE`D+N z`-kG@BoMv~VQ4X*fAxt3Xu)+*jsf$khpVryt@VIbz)uhf`iY_liHnO*!V6)B+w}m6 zrn?|Jj1>~oWi?))NOTvZm?`P$;ZZ2Vp-S@xip~YX>Qo?W8as8#Y_A4Y=)cq$I&B@pJv0D!Kn4I+Dx*5* zTb@b^@3o6Hb#+-isj>J$p%`U7fb`AY23pS-5E>_;qjPlYWkkG4PiGbpp#k+xnJ6n_ zu-sBzKTdvr5&$J3VyHYdCQXnOW(}w8XetsqDz$lL7EDyrd;>Z`Z^8( zbI8fb=jXqK;}8*1iL%5>-wI)SS5u=?TFAu8iV0VR$%c|@4N0bf6gj779pA9;D0u`coAkE6b$@vBP-rfGLYtf7QXs!++wUY&=7 z+p~mrbeSmI+u#)8*`z@dR6cD_i%!s%fRfLQ03^`?nmG@!GlP}@5m0qzLm3WWLT+~t zw*>lwmMbA>mCFLH4y6MC@1I`gSeon!fZ!|<4p07@LAJ!7D+m$B)wc1&c{H8S8;P>} z>e|{zW@ctiUz3;sese%^ zfS8yVnCJlLr9k;EmKWR!RtPH#3l76`EpjTVY7jYI-Q69s5uiaywfaNfvZ1bS8eDh) zC>e&Josd~xe#>zrAM+)66>c6La#5aGW~+fPm8k!GY!cQ8_5X(;<^MU>Dg6s#9hP9n zGEsS`(E@KwPDzQ!@O)&tC6I1*c2?=Z1EF7zKuKc+T-BXl2V_>9|CMlWs0a{TSW4Ot z-vCI;)QzD>PAY|@=0T^d;A%0l)Udq0y-~IR6o~JlyBX#|p-L<$A>rBtDoRQj7E%<6 zI4$ckWB?Zk`Oz9yIxJ4`I=~0s7$>$vF>*+BI3m>=S=JH2E zZ}>t%qJ#{nA^?sH^{_P#V|WnMw1a3}&0vNS%L&LPxdF=jEa-u3HXsR6QtvRVi;G>c zCu_OE!>wRoQBg}%F0Es)j^VS`AnBF~@Lp)AcLS1e6KJY)+`2_^+s`r$N_wGH7t}$T zEJi2x|NaI2r<;2KU#2z@;=r$*-ZlVkh zrtlVAV#03#+_52wewdTPaBy^F3o1MlO;|gI#v-h&^1IaBTwIf2>XYzpvkZ7Dyqmv) z>Kt2|iXptADFFC1daNbPR(4QZgFRUxCSjS=+iU@~@+yb{s-RjH3YuUlSyoh3Y!zmh zS%Gf*=qr6q%{Ih`n~Dkc38qax$%NO%Gka|WRu>k&m;uvFPg^^`!8}j%!-RQoPQ&NV z0z^baAj=?r1YOV$&B7{$DS;?NFlfxdmmnRm`vih--!4Eu+Y&Je-!bJrLLmy33$@b$ zM?-DRBQE~x{_(U&{J)v$GvVZnj2>7=JHc;fLEz?X!3u?ugnG(y(mMErgpVLh7=2|v zcNPRN#JldxN~`PZUz?hnf4<;+XyEKzv04QYh!fDu0g>f906~h7%j~N_Soe+gVU_y; zc9`Ys?=Og&n1BX^;p`EAZ#A|`SacP8w#HZ z0nQ_VtT@!Gcw}c+4eH%h5NNJ$Z4H1BrGcSg*0=}Ec!$|tfGFEvI#XLafwTk!d>U8g z5=?s0|8*kFVeEl;{y=wkWFTnk@PJfcIcUWFoSLcz`p)fcYKT7QQE?9l-SGhGp$m9G zpyLgH0dwC5f(J{!=D(!gwucB_$<#TR@T_K%7BYG>vuK1HfqlSf?7ywmFC| zZtU`%V3@tGM|XH!$tBuv9^Fp&*`n*+l6 z)WBr?uv!Z%NM>v-zA->-RMpgMP{=&y_Lfh(Mc7E%4^5KvZF)X%+QF=uP_wAck>Jz@nt2>_){dAo(*1 zYAf)$Z<8?H`@on51yhw-NI!utS~@`3dCi)>0{pZ%ZLg=NNBCbXG1K^eT`3#_0x1y4 zfb|yD!YnB#Iz!=fKte)ovkH8aHH6tVAc+HlClEbp+ij`<`8xLbbBEinL6qeqiiQmf zXM)JRdmlhit{Tv(0)^T?*Bw*)SGGWE%o@e#c>44y&z(CUM)4^QP=KX_Js8;7n`+TC z);yAuxo8$Bft@&A_K-OKyTO+MU=f|m?!M(1uHa!|-k6qRu0s%KclYkyYy${?CIKSw zj-n9)E4K8$K9$w^`8H5yDyR4X3tSt_0BY;FczTf(F93HAI(oRdS)y>P)^Y5dpzmUf zFaSz4YO#ZRuQ)y~E7d(QD^N_d1ys<;dD&*5d5t{@okT$Wcolp=009$2`k)@_^Bi-2 zK%jR7Fm-;I9Dp^fuBsY&60f-vFd|);T#>nL>r+eWN5!pd7{loWL@a5_I z)yWiARcZtbbD79pAe!H`>cjyvg#Io*bWIm`Qyra7#3&sR(|AHRsuK)ep@NfB+4vD4 z(j9Wh7#R}*K=zmcL@gL0(R!o91;p{&z)5}s+Ul92UR*#P3;FZsk3!F%S^wRI=Hppe z@N}*Rs}IV|Tdzaf7ZnecHFzMjKEJ$-!OqSOzOZEcf;0vLLY^<643Z4Z2>@BJfMtqM z-P0m&%)hm~{7Jbr3JB)z;Q_KQk`tf#0G)#Jf&~Qys|Kw>7jLwSlai7`^7EN(9zDtf zRT85rNjRv<&aE_UjQsP*9p-_W$2XW|ClEg+!;^b&IY4Z95AfMAk5M3J4stv>1qCbc zahkV~2rN@8jds*4v8i1bO<*`EZ5N>K{8iCQ1Yg(FXEaB*er}Y>z!oqc1OyX(Ny|c;?Xk9q2~) z?%hMZJENY_DzFkv*+>Fucw>8`4>c@-Si%AB&ribN-ycz58GJLs06%6Jjo9ipJp;oC zOt*6D-@kvy`(1-HsI#+k9zutEp6mb7#b9>=0V`Pe%a<=_hYnyUzV!59LplrhMhspg z0z@JmSQQ;W$}!x87hCfp)QHTQfL;An8>p~;0Jl`%*ob1{7I`NHL+S(stjYt4LpM|9 zC|FTZ;VgjeiD9l5577MMv?CUp%e+kT4CxRAd>jOstYdw{uY%bz|#Rq%?aM?`!9}=xe@?h z)@V}#BJyu7I$UF)HCRX=r#v*>J#ID&*p~-!M^Z?)dZ3+m4|M)zSxCoxTi(C7E0=qq z&%>NtG&|X8#eaFSMD$7`kT&WXL%Z-?KsaQJQ~<=2hgX6IXLY9t1Rq}|R%JM`qx`Lq zh|Ca_j44;RI|MHnpkK~Ii9TPh2NY!#GXzwt`Iv=-C{RfWV%FiE4i{ZO4iMn1V3$To zRTbqOv@|tC;K^=saNxvJ-U7Ye=d07uLk9p4N=PEdRGtHIXjMfc{RaJoq$DZ z>gl~ZY=m_{8isUXV*?Lf766v@JX&S)+F*1_Pa7cF`cPdh3z9dh*<;3_3W`7g|4Zia zW6mH{98eW_dAgRQQiziJ&6$|3vQ|V4Kd+VmTa>^M!1#=^R3$aFQBlQ-Gg$h) zL5!6KfIqbrg|^&}14X@e;{N{qYgDQK1Hum1rEWqLu&&;H1rI#rX5b*ITL^+SzvduW z*k*z`5d|VFi;$LlsIBb+dl5SB>FR3M zE001hLrg;x^Qb@F5)vNR#_Wb?sRCLe@c!QDZ6;=`v30<+0OOXRdop&b_r@7Zi|YESpz!H2i{qpb}=fbCa0iS z01ULNn;WEbEWoP>houTw%tYQh(_dg$jVYtQD(J%RfohJZVZch7{`}@!zHCC!$yCLwovC(?E-YpXZVZreO zhosdn*8_rj6nPS+0Rjf4ISBhR*diqgg|xTOf!e|ZPX*}*6};!+S00O0C+xy)R8K81hRO|_9i5(T6S=qs{`|eyP{1z$!0dHXiIph}j z$5ILp(_McMPV$H302Q!S*VWm<#*`BTVQPii{N0`!*TI8NWQ#y-{p1K%I0&k;`Looz z0gm(&CSmP$57>yq3V8xslY^Tj#jvbxfs?8{$fo&m(Gm=EI~(_&euar8N^Te8-hsiv z1WZiKDwmd1h0Sx65+&>~HCr)v8pTlm@X!&2V*zOVB><7>=Tv4sXb^CciPC?^ft9iY z0?q_j(Q{J0cMjna*5IV0V`EF}p8b>Fnrmf*xaA9MQ86WJvQsg6<$(qTv9#CjECURD zB)IBv9$l-?ef|C5fa5eIFUWtq*O=fwMTgQ2#U)_5fcA0Zh!rln_LVML)v{BT7 z!dopssG~UX*7I$llg<9ZuuT|oEr$5J(*H@^H;`=qbKdZO{^bAPvBedU$+OOA%hy5L Q2>3@?UR|z2#v<&00hbVjKL7v# literal 0 HcmV?d00001 diff --git a/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_142741.png b/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_142741.png new file mode 100644 index 0000000000000000000000000000000000000000..5e0fe2cd44b1f83f1d5d2fd6cd5183889fb00b2e GIT binary patch literal 33192 zcmdSBcT|*F*F9JS0YO1Tkc^^0lcNMl29kiHC^_exa|RX3ASy|s0wMyElSCy-7DPZo z5rhII6cjnmdF=1^e($U`Yt5QJht+g9RZl(P-gD2{d!KzP;{H9wv!wK-C=}}K9VIz+ z6be5Wg~FRAA%a(~eVh0N{~>g{b>|TY{P>fYhr{2eot1RlP$&u$AqQJ7DNPmt%5wY$6Xb$JsXX+|5VcY0Hy-{(V~~9qS#HxUtJ&@x5trbc15AZYz_2eZ#68{py9k{86J3 zwZsL^yhXj=Dh$e;SND|tZT$0|ytpe*F2VC!yL8NQywYxDEl!OgiOJsnzE_+_x!Rd$45M{k#hllWk2w6S@F$qY^~?5$l3na-{D(5$ zbVHyHMH&Bi^Y?I+=gQA{nM@Iz^W#+x*=m_Gn=9i%rS|izwk&gyTKP&Ar%&xGql8}*g z2LvvU3i8m9xh?dVe13dN#CibbP$O>Q;vGB^6tUGQ2s-X#@$)6 zupO;pL#AMxp?C9!Z!@lYa6La^Y%VP1vFu5XKhQBTF_Ai0E;lzf7iYXkL!*!>6A&H| zG2;|;z#t@a{lyNfq|F~iL za&3n{T;<>>H~)J6ljlm;@>qEaT+FI3?Tum_b8CA${{04Dk12oLT@=w7+U7`VZtYUj zQ#%uGY9X1|Y`_2WPBrBgj8}?mkc`16catB5I%k-r#QRIbC|DL64_34Nc2;}RC6l-` zKAfYZ{H!K>Ln-{vuBj_?3q!= zUWt>sHT3Q-a>FV~d~IlS=D})RTn9@~nr4x%p!?#$Em;mezF3RyL_xTl;vw|>u$H`G*L7 z<=OCYQ$X`EIUFpcI_>^0C}xbs;cx`g@WfhDR%=rYc-ke#A-50eeQ>CnKOgHN^)thj z?hKL`(}l;yaR>>$*xmKE9r<{cHrp>%)PWUVfFM;bHk1~1n(E2A`Gi*5S41>5hMej8 zuY0T)UF0(Zw&`R~4uy4ebPkUX*6hctVqjA4LyY|>Hj0CoK|v^*Pu2TuE`ECw#uAu3 zl&4niy>6;oVSUrp)iqwG08$+cVj>;^ku$`X3j_rXzo9B_p%)_Tt90MUNYX-YYPsz& z7rmIH>hK2*o3S!BxI~Xz9~SHU3>NITQ&TSt@#0`ES)J#K=~$V?<{BD3LvBnNUzS7J zEQD>LkTotJv!19C#KXg@jawP7#_*ZB{Ql0#?DLBfIYTu%up6@B`o_jAB#og%78e~P zE4~S1Hig^f(Jn#NP4+!LMTVsE+tao`3hBC&_&H#5U=5Z89{EDrzX@{_b*Ka7u?J?O zrbfIyhM@zK8H6O{KP6OmV%by@osYIgaNi%Q37U7F(=0YLnD$BH(fLwgGqk%s?nEaW zCc+Yq;{vD9BvM&`LO#C6B3?d zWbFC%_2pQF4HY`@z+u&n<6hdOt5=^EH||HmGbP!uASK*q>AW+Y_0YSsFn2Hml7;IY z`4trv6REPUzn-?)H4r?2qkgHcK6Dc;eP#FJ#fvYE0SDq9zb`m7Y|)6J{e>GF8_g{( z)tdqX$XR51pc0-wd$z5kBkXnx-8!ZD4#eGBWB9H@dZXXds4q*XKIu#2gtR zH0mJ}exig+$SFtj;Uzs^TwL_$aHn9ANqhhPpF&M;WbMI_V&Fj@6==r5eG5DM6mhJX zAwtRQP7@gV%u|yyOND19NnKX3o>79N%!IpXQlrw9fJ57!Sh3OY)-?(rM` zI#JUA-YO>2nzjUHCHcaQz* z)vG&eE?PM#@3XFa2Sle%B`Bjdakwl0{L^W3Vq6eJo%&y&sC1iO();K$qle5?D1eFo z8`zQv&h2rmewmOE+H1-E;{Zkr>VHmN-o=9k>X3b}6)9Iou4b7kDol*+Zr)ScYW~zj)qwB`2GFzrAt|l`uJH{`&95sUYT22xxuoV zn4HWvs6#MD8!0}FSWZsPxpU{HUqwCo5H!;6SPkfb?p~Vs&1{7jk@J86+uowIm4$?b zzxMUP^AgI+HkmfbN=l~o^r-s#`=^Os$`2ZO2e}GL>6wDz4+v;%oAnREB?|Y^I_CI0 zx2s@SS=B{f-Rr9R{-{JdTG95y*f2bLIMx0Cz|i^0T$S+U(V5-)3otmwrP|(m^GQrU zM~d{cmQ`W_hQQ*yq*m8!X$H8)eR-5pR#x`Iqx@UNh7F^&ZdQ$$TIU&jjRMVFs9=Cr ze)&j4wT94E&sI1KHwoZq4zdL+g@L`}Klw+ABH4Bfa z<&XBaa7W~D8$CHF?O30{ea=K0UOv&y)w3ohC7urXfgd5=m0R^MK*?hZbcB>K{rO3X zpczq|^fs;R(I(ZmZ{Hxk1}g2eeiZ2?VWjPT6uyyHh;+dV%h3{M)5ey)uQe831O)}%e}6x1WMp*f)-75w zM}5b|-#;t4p_F6t^D@4emi~%m4&0pyD>Q6)4a*a1yF!ES76}CfW~Cba&I#QZO@EC` z%~|i0J14Aui^YLAJO-b>&s3&MdcAn{s`Uk%3X*8Heh<%8jXRnhAMSlG(CVKVooNZ9 zqN7_HprNDtik)dG-c5fR8Y*bkeg?U~{rl$t5H3A5Colg1umsc)HK+vZ z+uQ8y>_lp6YWLEw&tq%nI^yyGNof_T$;su2UqE%gm~@=zbjek86-sP6VOsXw(08vK zk2wK6_B>6$0ykfu7Y@;#BH_j!MZ-G_;9`#%*UjHFP;RBR+OT7|y*kli87_Fh;Z?!?~kw> z8#zHIfuBxFU;Tqh%&ib1A*tEOR%hdBI!Y8foG%%lX+8b^QNA^%E;3ySAoPttKZ<;2 zLN9Iv1OPrkN=Y<}Y=%M%{kKvxMH)W+&W-u*J8Ei37}nI)QPI*WIXeq{{`?umDCPYe z;%DBkFKzn?F~vev1FlaJ;Vpom?^oJt06dxzh#Ub(nGvw9!|Xkc2P3Kg>(F~^SZfbJ z7cLDwH1raH(MF%-+OG^hh#PNTUz#P!r5{BMR2=tmZayIbW-=X#zL~(Kv2jG+OycEK zzfQy?>6vrqCHwB)-a1rr$;}lQ6*g(%;o8J`M=nd>fKBl+e?Doj(>+7wDKP23S z#Enpgg+IkjMA0g3Pl(QbL8F^GuR$We5bBA~sS+6Y{DtfMoaeHD<8IB17=|})n709| z8jBOP!qUE*#!&Mit%%nrLfu{bmJLNyKVv8K*)tmNKA4$#hJQjPwgFENU;(tdZTz~k z+H?{aHV2p$P-QMqoLUD2nG+C`n@=}~AoxSn;irIAA0q_l0(OeQu_ol*-Bck!9j~w1 zDRd|DM#RMM?yA(Z&fhF7S<8Yog_IL-J|iQvl$XZH`v-s70%V`x!v!5ynE?v!?(Xrn zRFssQ)^UJrrr$dN$0m1-`k7}_)XdsZA+Ru*gH}JP)Oom_I zOihxZZ$z$2(sjb-ZrN&>Z68PWuY#_>l-i@|T7YEh7_Z1b81;Ido_^QY*S8UU(*(w< z4Nm_4VIDbfgy}>*$J%%FAW>{&t2EEY*GX>g;qXd~8n+GmaHq(Wr4K^{O}7C@mpRYe z3fm4koMZ8a;u6gynK(MC4FI>5Bh&wd9|0k)SKlfysFxgSFOri*-I-Tfa1 zQTu5)6{EOwu!P$}iOZY(kKfI|hn@SSEi}8Jq~Qu5j(pJIu5v>6eSSi`^gW*n zP?Jg5D^5T?<1+!k_p)JF9|6x7*e*U=%#KS2^#NIOy|1rbk&;RSs)wW}$GR0!6cnG> zrY2cH%6=KXj!j3N{s93#JCj~EQ}q&ofq|-N;_=9=!}6Co#NJK>Tzi{B`ju0Vl$6wa z%_4ec<`Gep;j1;{pA|MfjZeNH6o-;B1nTx^iOI;L%^dxy`4$;Y#ba9^VQh^ zgOZSvx_a}%Qiny1P!K5CkpZjA%l3daPvcK~cq9mvfahg*qs8Uwpqn>AEpP>$G4IGojPJ)YhA*R zCA~H%Kfj%o24&T+o3CGMexNmqMt{6@B^ZE+NwJ$%9!XG=-FOu*EIdREFbdpjTXt1_ z`RbLNs_GeTt&hLHa%76sF@lC>`ss8|J#L48`&J+I1E5k+6Jy3Kl0O(V1up-rjOt+a zD{N-ahdES!jGv_>@rKO^YFXjp`4R*H{l5xv&8~dchDVQjO$7sKU?6KX|D)KIq(#Ps z)rfnUn(@Y)x;@RWB z2l2x=z&0)PDv<~ekIk!5h5z(LcD7T8M^S-OXBkA#IqSR;P3@i81L|LMv^}08F54}+^qpd&-A%l}SHSVzk=5CvuOmA+!0sMoh4_2GcT#Oii$bJVu zz?Kow(Z5oxGVrGVtC%0DK#9q}A%g#p&xGf=11#t3QjkbyoqLXt4r=EU^%#FT*3Q#F zW`5dhi70#D0Y$@D;0A6}tWWu^#V00uYHYy(_09Nz81mr3142T=UouGE1nCrT0Pm(g zK!6I{;jTBltgMe)!YFV+j0oCuXCV#F7^QvZ0X`C9O;~bfZ;vk9Me96+Ud6YDWLoRV zPu7`wjK{~vBKD&LZ&m<5wp~{QLWmAJkp@t2KUJT?`S6_pNWzUr+jV?Hl-}*3r z^y*dW*z$GCEte;1hu%0~`qBZ0(t3G$p&+r=%*9F~zuti7-s{&2fqXER;kWvEXh^u< zV*afyPEFQ%xq-5Lo{9=M zAm4`7$sEhcG~jA;K+#AxUL3eAv-j)eMCuLKz9zE{@_QLlcT6cAlUBcF6W_df6Hx`C zX$9XVqk(ZNA#{>lqku?8CKUbY&zu>fRU*KLjhQf(jnBj^17#K}AohNNvKA2@j>>YK z??PZYDBs@-b%a4N>H(=u4bVO6%8gHTbwhCY2d(0J{(_oSj>8|Q$E%$%P;Ft=M$L_24zc!PTqmsf3G`Q2{v)mG0YV|>MFEy&l=xNxQ>W1Icwe{*LU%NNBMJQ4| zAYq*b>0py@`tc9q`lWZNqxC*+A!~N%Mrjup7jg$AhvQw71?HLKwKnw~pmVbsEXcGF zd}9e}deQ{$@m;&?OvV$~Hw+I|4As@o%N}A0px&4RDYZ-j9Yp;%&>)GRlR=$M9X=oo zEFgu=mUb{B>*PNNw9VUmy$H4G+NaZSa%k*WL;C>QKcTzcN~$8;pZX~;5{HDe_vd;L zm$fKoiSm(ZIqV58H3M5`(z-FKcsLx{h<5N;}-eSsii-36;?m;(;)2lB{ zunvFZEoHOoKZ3l1YP)s%zM9t~Y;xVWzcYDF+ywShZrRJVSp%hN;H^AaeM19MDOV?I zLzy#$UsOZi0@l(EI1B}g)9m~E2Y{#2pDjEZdAV@DXQK3+oQ1E|9 zjs#kWfQXAm{_zlPLIBvq`eR~ZpbzB?z_H*^0fJ9tW$G-2w7DnsNBJwk7M&mjS>COi zb-7r0@uRnDpNo90U~B(Sv38QvFw0&YOy6P-KUH6IXXim$<+5vF?E|SoK4i(bEntljSAf;Xa#~HIB;Lc_)FZE z2BnJoQ^n#y8BT|SOE6I5Vg{OG2T*lgYgA89kNMulyuR0@2XvmOsHj>#8q|pg?27}tYY9#@@~hPd2=|=>E(vNZzgA(XL7gXgKMZoOf!Ac4 z4|GU)_^ZNf#WzkyyX%VB?PozJdbpFG=?i#RSLhU=9u?_U4$P^m zt3#`W57f&Fhw(%}{DW`hqwwRP_j3vQjypcCu0qBW0k)O8OtF=^MbHU{))CaMK8Kwx zY=i01)asO$6g#HoZCbx$wHd#?y1Y!s!gndR1=XKb4l1y&@Lb0M%PXs@M&CvQ7Dajr zG*NADjt1Q@X;&~9h(I^!D@;sGAZ=G%25=RSXG@`hm4Vw>yO?Fwp8-8q9JE_YY=+pO ze~b%ovgukv=SJ5D$p0TN0NUbC_a1YRCim*m-|?Pv`NUT%6%(invQz=<_!cg{EoNEul4^K`M?@rmD{$2Zw$Z(#4-#};Wwa; zoMIjUT0Z52VS+K2hbjV+?i;g?SOi$^O>Lsu^;?jJuMHZCQwHU`GzmLSPR=&N)nCd< zANi&EIG!e6C>U1O)YM${0U4l7kW}28sDX( zql0=HHUcTn((%(0J3zJ$XnI(WmRvr4`ZNNbK=T^_q=|G*zhx_q)w*$jkAeNtrAuCo z)6gp4II0Iwf?F={AB2t`Mc-K>|Y!($*`7@hTU%R3e{&GAL6JMul(%$RL=#Lf{Gm?;l*T?9W(n zR&>^>tq97k4EFT(y$))?6(B34O&!XQhixHPc-_~gCOJop9-VN>Sgo1KFJ%ssQnA-S zRcKF$JXq^rSgCf{rE$gMzD5m9eBXWFoj!p($^Hb$c|I_HSd%`-$DY*puHlP&E^8y= z2xRt1>SGkF2#B(~Z|vH9{QNMnQU=FU-6z<;M3T(W(XpnMdd)Dkgv(?($W*qYpRuF2 zJEpHY+9z7@iYazWIT1F6_1)8;2);PPO%{b#58{vB9Z8g&05f>snq6q z^x;tisO$5wLWW2a5uutk{L5%Qh&ibKLjJp0)1VW!nZe_PADFt@T9Z=kjiV#2#Gd2B z!FT_zw2g_TRykVnb8oX_*bFWEo(3JZoQ=xGp70y~Odnh{@;Pekdhw9(1_=G&_xK8? z09AK)5zxK4wI^Nv05{EGoGiVVAEPuW9$twn+eAS1n8qFQJZ++d2#$>DNiVboNYT*8a)mSl zH9nzkK%lwAqy>~4^;O)`P+qwY&N7x!0(gH=KlGC&0uRL@p9*D@o!Z#h=s14NbU@}A z+QjM&Sv4OLC194h1T8~BM6yWQ{K_%#<_YET?~$d?h|U zzP3B5wWC8)KN3W2o;axulDvEAZviSGU26ngh&WBv7j`A8gW2MNsmc#1`|G1C0(LY~ zC-v(%hw9IYET26_QVde``#AB9AFP_y`lr|K;V{BM$A{`4l%NW2=DfRgBbZ|#uH35V zg2~u-^`t~13R!#m6(Rx4Gd$YU;+bk)6nP|wJ;^kKiX$s1XtaSrO3L^ftM{^CdBKY> zAc6~V=vgRsQ65d5kKdU7QyhccIaq7Yow{b1rE(Dt;dY5kz0sAOrq@$Bn)50#?Nod3 z=qXqx#(S<;mXD6>O5@h5(Oicb7wGYL*kJ8E`lz1*JfC11gV8EH6;cibqo?PpwDjaF zk7ealXsKajVH!aL15Zv|Y4|JN)U(HXYRSSK-c!Xah1z%_Aqzj)}yx~Z~ zLk+@-A#?g^vhBVy$hi_)|<-b zL?yCDwcUau2g0C2saQspZV}?^0NFuuK63syx)Qgs;o9}>Ath%MIkO0jmy9#YKj5;^ z`PC-$@`qoxFfMprUOT4!L#|$49NgSwEG#T}XOwbigX8ShmI-qq#EzwS8w=Ei`5 zYW~9wvfYE0NNNG&;4zH|oxg9TO*}h`Z6YoTf{+PWw6)=*FNqUazO=U2-KclvhO$j#?Ps%DYHCj9OB{a&x#bp{pT--$7oy6b} zu;1*rcJuyo2@mDHJY;Cq@ml|jFXpx2I#|NwqoQkrSWkUJZYrMilAxf|Zg>Ct2c$u+ z7XM+4|K&4$grcLf)VkF7_la{D%g0S1DA#1lxhbvQ{=LM#6*PskFKwOg;dUxCjD`Q2 z7CEh6yfFSkXg%CD+BDKlrVuMq$K}HQ_x$s6o}zLJx8~Xff@I7sZlW7YoLK6y_`ACo zjssa(K%KU?O^Ccpb`$#NuL#io1mN962ii$FP0+%q`EJ*H_k<8!^un**(#+<){!`gF ztCZHg()Jv^ZhNRoXby5q_c*RmTMtfVES^U56c8y{( zThJ$t`h%yeNBT&ftc<7XCDo8m62f{>SBPZ{IX;T<2_PoFvGu#eJzwxdZAPu@g#zNs zRMxTm;9}#|$7rTVK|wM1EROS`NRV33o4-S-yzHr6NtzKze=kGi=W0z$O25%b#b|$OIm+?-T$QFOXe#lFvmeEdbjDGEO`;iaD|AO zA$sv!yMB}HaL>nkzq^h{=MSr4^O{FIBl{dbK<8lME3 z5y!!JVZDyFN?ddQ4i*>v-`l!%mF;tD#J~q?`>8XAhS=qDEUv%(P?q-(D|I{{9t6g( zE0PR}yibCTsqSTp{@mXV^}zuYg%SH7{eNS(^}Bp zkr%BX{?BT$FGj|fdQu4dcDN2B+*~42;&wlH5I~H0@E&9nfxib4lePTOiYx(gfRNVL z*TFyPXbil=;(ifCr&vl#d+ua=%w?`F>!|SHC&V#(L57BwnjGpIX{;zmbYnV4hWBGo z?p}jI%D7Uu7Fx7-?%w6aN<*W9?e?=XGoYpc^pggIR3^eG=i+1&P3EDNR`sS{mYN{( z{rc5;=q`3^xi+ zLIENs(yOwc0X@}feYP#vupIdCpH9kT0X&(#R&Q_^)*qG$ZeSKJv|M357`a(f!WVqGT*u(MMDJ zBu(DtnAzh8dZ%s19ZvvkD&S6X>*lQnVX+%OP7f# z#hj+1Gc(b{7Y)K;SYLJdbdzlr&$?~Pfbpk0MY!=QhhKck5)rLda3bFkIe)SJvZuIn z7MIl`G?_t1L7WF z*~G=#Zi4^ZlA6C%h5gb^-%oR0Julhk(@8JTSYn2?95z?CFadluDSN@e7HeVv|7S?4Z8G z0P2K?s&19zD@dCa_*F7cl?PxF;BL$VIm3SP)9@PygnEEEprY#nG-r&z|AXDSRu^eE zw?>hYqWPoffG{YiydXaE{p>Lgb6!nqoe*ie0RV@Vg@6~cQLb_V_UMn=9)RMS=beL^8K4V~IK@Uw^(u|Q5^wfGF`1{!R}pr0&)8Kx4N1ObJ* zm0UZ?V2A`4h-;?T@@RYlx7G%jbf}n_`#>|(0hi+&F_6;4pZv#&aiL7#Hgp5mj~!I8 z)Vi$hBHl)l1%A|7LFg0s{3If0?1Uw*@`e=>nuDjLoFapyxBaNG=QUR9sE5%A0Qu9| z^OTx9%Rz7PM=wbb4cUc~)u!-YEpU7Ca;QrfN-I?~OaO()6yP0g-XUESX=D96SH}7gP@vf> zey?>HF{&xmnpA%IJ*b^)F$Wb-7`24dHZfGGj zYDLs{rN%nd99nDzshUPk+4Z}jZkbwhF{$g*;3J|AsI9^ z`qtqyzPRsqYuu)Y!hVJ?scxlEwG8FgOa!Q17%y)6@>U+ZJ>Gto88u>H)w9AN+&)^M zCD+COcdpCU8io0AfxB;9#x7>Ln3+{LjS66K!f*o4zm<*iRWA{PDD7vbj@YP`>PgF< zwLg=3xC6O=>)ux_TQ0yTxC3$)(VtRM(dpOW`adfKE2SuFiIAt|W0he(Pc`!|>^nzm zeW+hV|Mb}xr>4(;id$yepu(@~&Udv>)x$JxjU)xEu&S3Kv!H*&UrNLVe`zUp#h}i2 z;dpue6hOtiOi&gouGy2!b+lk-&Yipe>{OIeJ_7Px@FF67TF~=C!Z8iLc-Or|7k0Lm z2tfWa$^=4%Jn7fra*m#4yp^9R1`*+}-nmku`qL#l{zteSlQB=tfn$U1k<2*cEP$wmxxPC zm5`ImVkB&aewYwgO+Z$O$kaSXP03kB#S#6y+AVJ#J*wT= zkr_-oX9D%LqXx-2}@1%{sW zoiztf3D)`8CA<>oPx^zO0`^Xzm(^iarn_OL3yS%kH8?d2(pWdXs*`*gW^~4nN%EEw ziM~+wv$ZDv@lWzO{=(9zDG+?6a6Q7y<+ZBwdPhlj>qqAn&X zTs&pdeY9bG-E}oZ*eA|zbYR`pvD~r^?I$L3ft<0XhN`ounttWmH%)wkm>_S=GQd;h zRNi}Kh{qJ9iVjIPuQgE`qsCX&)ulv6_eTE=;K7E8lzxh{*O-$GZ;?}oRryd+j+pu) z(V!s8aJcz$ZXUc>8_Zhe@8%{NsvKg@{llvMx=S84(HJ0!>|_CZ9|{DAG^-4sXHcwC z^i#rXz`h=pq~zAxcGEa(-OVIPsXtT9aiFs{?Oe}7&26cw@g1sFb z$%+@x<9EbK_Dzo0jcD7>tK;DfG#<5;c;R~6&oZ*ITEe_EZVsx{Z**}>ZGC@O>j0-V z10OsX_z_0gC1+|n;!LzkTby zQaPgf@t&OiP0#JN_y%q|!7sFXRFwIhsuaP98VW{0WIGKQEO^2oxrwDH-N7j14 zN=`6!WWUO)?gGTNxXIDJNYwTf@vEkxx7RFs^O@1juv6BEF6s9vOd4LW&` zbDwM6KRLwp3l*x$MY8@c_u}2ri^$Ds)^mc*H|?JGs7l+FzK~CL&(JRlj-?{lY?8gV-#(Fw^d=CyN*cm!j)W70;$5mZw!hg^bK3y9KjH0 zfr$;&@|Rpx@saG8@fP|*#n8ZbvWw)&Kv$p@AJDGXf$VS-RWZJ@S7l{xKCLkzJ0vg1 zN6A7_T#v7kcthdYw;xr!QYTWIe~2AFP2QDj4Y9##;T zn}_9HRPm(KSQGC(3+<{N?IDV++r-IIbiUh!cll|c4#9_^6B8_mUxV0l_{Rh%ySt-G zN(7+iZm;RXsvf&CZpAaXaeUCu$Bdf%M0X|7ppI)dB3wVh1`i7zC=_DmKzjAiGECNp zREqdut&;QTs^2zkooAr|nMApw?~drg?os8-94L4pOKzwp*nd{8axUI=wV*h9dMEQl z-@XpRd}Y_hXlfR>6V{{3%^>F3if*bNn-32^4WWqwN3Jm_!JtjPOi5Y7{sfDQ>IY@H z9`ov!?G@~7REbByw}l0wC&Vo|cLvIG0c?anGJi+hT%=b$SnXtl7;HgPR|VvWxB)A;9u#5X%%DJOw1N!|>{=YGxxJQ9u>?FPXa!K7YecfLz@}mu1*=>O^hTDs8X_>>@x3fWsX+bJ~@*)G^>4 z|H0J!??y0TD6y-sCyTXd4Nx)RsZ;YZP5x@8l$><=`G9$_zYE$k8c^44n}^g|%;M+( zV+4WoZ$T@d0!h7Kt8K>(O*vdT1nQ*&PX`n6rEaSu1sLzi82 zk7>8*b;GV924zbwd( z(G21l0U&g2{ie$f4x<1Z2vVF}kI6pUG<0QMe|1s<572s-saK%M3kyOOTo;|4oyK6+ za$otG03EM)&0EC6LPGFjXFx_;+L_>C+cw+EMC$+v4EGW)@nYYEY_>{9(2;#x$|qVD zNIZBK`EJ}}@mlNaYVh})^k^UCC8I%_E{-`lw5c1SHl`SslM+Gi5~jGO zul3CI1QEH3`>_l+*~wOOmyfPUNZP(O0|`O(wMYb=u%$D2uV&ZQ*0B4zI9z0xX(<*6 z=1^16iD^SIgzM91&&t41=5Le9gf*0&EJNq-(w8VuT!7<>SIeq#v zYzAx%BG4()ggp>wwy& zclPXeyB0pyE$eS|e7fbbfX<#iJR-oXW$$}!{o9y&twMZbh#xO#z3rl9(sOQ6(L|Vc z>fKLZFo6EQ&rfM-X_XZUBb$smDd+ZMgP%-RzcUpnPn_1<8L*>fjv#~;3u&;XEsY4s z_D#t;AA<^@<#kWX$``dfn5zT!c{65d>RjOV=yss+Fv(&^ypO!?&P59WbWj6 z?IhCOk<#i_!YSDk`<|8V)4qP&&3ibXxGk(eqVw0Wvb*4069o`FZ->$?(uCaA0^7KJ zmU5FI1-I6kn>WYFUVqk5BW|Ww)$QYV+grTChQMK*J}!~h1T9mu-d;FmE;5kF zA4C7_C3qQNx0X_^=V}_|Cf`{ny`#JxZq^MVhejXM+XS%wNRI zI-d%I3;QC;`(ax=j3Kgr4YI+{oDXtcnL~N}eM8-+{a_0~kbRNv#oLDWrpeAWRMolN zz8&M7l5C9_Jc<2L_IYngpe#9k$ZchGc`yryddwa1(X^_4SJ_ z4`OS?U90bK+lqJTc+PK>cx{*;cZ7vXJZlhjh(>AC9}7OY{(rmx{|g!3>({!=z}J(Cnny5um&5h*)^^rryj_;Gu5392sKR=GiMf^Wk8S5Z{RsUSdx^Syd%s* zV?816G+Llr`RY0wXx81|QOU4V6)X!nb)LKsUM;4j_rYZi)G^bak-rDB=Dq0U8gwrhN0>WXWpl4jPYM zX;7yJ&3_sx1|9ElfE37s-GXla!WjF#9I3BekHw~f6=IC%mCFl|w%GL{{H$KfmX_>k z?g3~Kn$K5zB`8UhSddjXo>h~=gDk%FJH;R#`k&uYd@nk~2taPxYs`p`f6z`Hp+ENd z33hV`yOh_C`=DX6@4h(Ptz9KQo)ZzSByX&XVwCaUrH=b{_L90`nxqwB12j-nnwXi} z7tv(=Hxjto1%I+5YmRgX-`LzdM~8)1-CRef#Qd~shQEtf>{LTcs?2Lq4=K%mPiV5Q z>C8Gm{G&)9Q0j0ud%a#qI9ZH>wAKe!UCyn6w-;EGB-}~%x1LC@3Vbn2;3{#x+}g%@ z2rf&v0g|jvqZcox+b+&jjx^g|+n!?*CVF@8n&UP!cwJ~ngVh(*A6~xHOtsiCR<1dO z=^V2!apwf+nI>UYv9)ZYzv}R#2PAly;3xQ5H5L4g0tyafxk0JY*0r(Q>@N*W%me6FyWB|NG807F9sDkw0E+- zD#iD~_k?BFj%GVR!}B5`VUj+TOD}b=KwYgqcbCu~%xf`~y2(L13xn>>#OkBh^CMlV zywww~r;2TCU!Sj;L4kH_kKfXR+3AReltBC<5>?=WNTNdr22KtNk8gYlQie2hO` zRGm|zrAgE|-yBUhsM}cI9|sSB_naqOfdCM5{RXM?(WeTBUFRj4CO(56J#ef(Q2ByV zqM5;(7=t0}JLi&z^*`7tzvdd3`tPu1-kpDnK&eRAmP^2eRlxfBg=2k#5HIwpzH|a+ z-|!hY`TOh3csZK+CFiuORDaKN^Cqm~QsD~~`eDgU3`4+I+Mfyj{=vGkS<477iUv@DYRN!uIuC%jvv|mtB6yTRnjGYP7>(4dh;K(XeMW|2nSDWbC?#ryKA0Fd9e;ulP z>S>rtk}EfZP^-d@K3|gW395OF&U;J4#?{L2z>?=xcz7qN07|{Q^J_l+@u~*pF?7#h zBSV(M_`70g5OvZEqST|x9GL_>KGYTfFD$c9BYLL$sxQ6Q01r~jycsIT(&gw=EjPUP zmK285{3(i@5p}$Aar!fHuK_gCDK)00gUww-Lz}^rUZAB?;DOjEx?y73U#6Xb+}50A zguk~pD5|J99l?=t6H*h(;{F>u;WZ8@Vj3SBM^W!;2o~?75 zg@i)J!4*f%c-QpxbG~LZG~~`f5Wcs8$81OwzdSj<(<^qvCcmP0h{}6`4!&6-CwJWT zJR^^EWaQ@fC$A)55?ER9_h87|*U8bKg%NVY2DGTJH`*owSOQ7x$KD!cid{l^ANwq+ zJEe+R@uT?$m>c^!YKtl4hB`NCQAN)c2<*q%4HhQrw3?)OR6kX( zMR1_R#BjsF@#XGD;SEHZTm8YTKFrT?aFq~nOoK(3znYB=r!w~sS%T-8nG~q|1;g+Ud%@l733qedMgr^4 zH6I@d`ESNE>Q#4T4J)7K7q~w?W>uLidY8<|XlZoA^<~1C@s@*;-J|sb<1TbmV*B8D z=XPaa;*>&F@j9l;Qj-ByURE}+kUz)=A*k$(@tK*3|;d`wvR{Qu-Jc)|hG~3v~fBYmQ=j!xa-2CpoodhXa?v#v` zRY(WRh-v#7Ue+sp&wYI#yF3{fQWZ{I zKRmjT#5Xt{)AfvEWW?0$%4AE@^DHzAC9;fLsf21iaiRX9*HCnOe^?~cw)2s#d~+Kw z5e=igRlX@&7I0QFuM)0A%fy6aPFnl%aw`fjulA}#dv+M>#b2olW)2DL!0o}DUJ9w^ zn@mVjlBE$ot7>9$`Cg_>4C0@9{?11N;`Nc2m6Rd4Ml-x;PfxD*OYbo988t?O_HY^j zUdOo16Jzjy zB4n_#YQ?*cS-@XiUHI5JtKGw94DXbkqdz(?4gY{Op1w0p*;J5Sq zz5|1TsH#h!KM!VasM}1|;ik0U_VB|f2$q(vtzE=dQh6E6Ae1xKRrcsiFp{!lyjD@f z6!_d)^j`j!mP0?x*l1Bm_VzJoJOe;_dE)dknm_c0+1}nY0|U*cc+X)XUTfYt?Y#J0 zW-~X3c9ntzr4WN3ct}~}QLul2vJko?aE?~I#K*SE`QIz}YJF5Paq1w?Pb#j_Zc@u9 zG&Kz#)dm|0c=9->W0<&OwiCXdxozC`WrthK6%`)w?*PsvBq}%fQ@`Pt7;|oFYPzs% zY6fmEJhAEz7|_B-Ybe2H=ggJd45;F6@<4?{3G3g>eHX~jSDzlQrP`gp*kZ$TffRg# z`Cbp(qF-vIo~Am3Z@TxR=ze>98K%GW@56SA=jJxYU)lHDd-3AT&cPmDwxY@# zr(Nu`ezS$&q#inSp3DDNYv&!#_51hzk1a(=kx`*klu8-d2^C6YWRFz#-m)Tvh^!FG zD4S%DBq=Qb%v}Hd zq;zd9zQv!K`dw0PP4>RsrRqnFtPdSEr5qSEDY~cCtHu3PjD~d4&@f!NA+R> z-xnmo|B3BNLGhWNxn@DK+l+}lTO?vB91-!THg5Kw44!QD$Lx2GW8`xS)<5q%hB##h z)p|uo$L)D4cAKn)^50VECjPncwY-9xq4j_c+i@ik-qXHE`ul2RPxA*8Vko zfrjt&xO=(`)Ut4AI?TTCStM6iMGwC@_iH3i_o|p`vM&8zz8|Oizda8co1g#O|3TDo z@4)wV75bwZxq@$EdIZFxJsS_D*ya7lH-?^1Opg(oG2lPUd%ElI#M9OTJxLP&QeJ+4 zZmb^@ihmJDygXFgJ%69jr5B$R;Oz1c?I_%4!9@5QpiV)nvfF^(X=d#$W)q1_%wSVS6x@@5DwMmKQ zV2elb8JcB=)iJlz$x(TidZ#mQm8FSJ#VnOvpu)zwU3TS*{+m(}VpDg#{>qe|XW$g5 z&+V5eYBf`FDa$YS&~Q_G>0w6BT;ISzwiio3?uOu0-(O08w>;Y?Y zcXwKI2W;`r_itYw!Z&g}6^RfY6tb(ctvj0>V_nFM($|@z#xF_vl&$|ZWv+q&?^#jX z;=7FI*%5kLT5huj4%0Q)NF*AX`lD`kEt|JcPEGxgz86X6`le~js%PxlSWtK}S56J< zk*|l@T$Ol#n9JeAEB&5o?z`9ya9!b%qt!2WAq%z$u6$cD<+LdN_Fj~) zylQPSUrz9$ZP=`l`>K4nRt9M>hI?0{uTz`ugk_2IrsAKSO3UpNneDA$dGXVcXImP(V_Z zKDgL-QjBe*=9s?~Rj0F**CvZiV(}i#-@6i;P*gH+~QYhq{6{{p2uasjQj8%BvLd{n9a6jpz?ROqwk8h`Yo zauTyAv56PY3@hFxiMv>$^||D`nAdu);MBe+`-Xl@=V*poP4?_KcIw#p?!8nml6|C1 zatdvJt~OQ@HljqUqT*%j;g>=5;IGMgWF)5>)}*&%#9X6tjGiR!96>GDXcoj>IK({m zJ|@pg8m@Z=V`AjzxrlCBk9{61MyneUkCbFhJ$b@2cAt*ynv*_Vp%QLuQ#s+eYYuJGo-(9*$$={_6xjb88NiPJ`J!!`RQOm3c_b8X^0xL1>Q zOY|!vs}yp@#}Q9FErKGfri|&eCA8&f6em4bR;d?mg(fKnNJsq|i9Go40i3C*TEz=F zL`X6lhk9qV9$RS}56Mq3?a*4T;8P(D4PAWUD|2DCCwR^D%41IPVwdGVnjP}oWzqq{ z{64_Ja79V>X5q7b2hu1-+NZA zTp-+xMwVlS?t552*=5Dq$RDM2CqGa7txx*b1(1=x3-sSE^4;?2;>)$t_n9JEyK*BR z#NLUD-~YISJ=`_lqL5n63Sqi@n>q_CMRyr))-~69Vbl6o3y)EN@J!Kl(YrObwLYg$ zCN|aA^56Y6qQya;Q|$1jm+RaS(z(_zKe{e^6e?oLnKd>k(szu1F1`ItyJ?T*0pk2R zRXWjpt++(ztyjh_c(~(Pn)Cwlh?&2~al=`1Ns>so8ygQcS(K2qd=)W#S99~%w=tJA zr?8#5pJg&-V85+eOYDOah!dseByf<-b^5+szpBi+I4^->yMo%M1!wMEGqSW%Zr$;) z#%Bjz1vy^{gmGl>!;CXY1}Vu;W&C&&#zi?{e>UNd%SAHC+gMiRjp^)0Ef;rO+U(eFQG#E6MlN5o#Ka#5~rZdOf5vm27%Bd)8flNM>)Td}YA zgR9%mL8Ie7d5*guhV@W0^)ZQg4O=IT>20r~lUnx_sm%XD%dNtGVAebN#_^q-mkwn< zXHcbS=CjzXW`&G~eA{LAu;S4f9KfwIq?0kDx2?V?COmM*m+(DN`!%hpBK`1@QVYHD z+4twN9Undocsld*n##p3o@>jB>KB+jy}NSiQf%mi;dvyB=L1|K|6R6qORy zs7@S^UICfiBDS`7C@#Km5n$xd6E3$n0ryUQyt|yK+~IU>bGP2^Rcd-m`*DGTN9yc4 zeZCmHKd+)J@9N+hGyJON)uR6qG3r6XLC!oS`4UrD@N8@NINO8&`8YXeb9Jfi?%qmx zI7Zi={Pj*we#v|9>|?t|Mp>PWjp}QxS0`T?%IT8B$odPNkFPuCN++?fG@G~CYdv6< zqhu*ZIG5Lo-e#}Rc5L2Mx`b_2NYxEs8vs2zP@#UAfX} zOpD$(rni!+yc|DmNZ$B0?aPji%rC4tp$?M6<@s($jvZ#I*jJ$$9{Mv_sQh8~=d`qU zf@8Y>^*My|IQi%^sk4A$=T7x|hKfOdBa<2Q%lCNaeRvc0vN6(SSFBEih5gB8v(aT@!cjEf3+`(ZD(mGimYtv1bOS{UQ~BAes9&kK}NQE#&{1SBdL9nC2&ko;oM=5 zkB0Pny&4B~wC-TbD%?~`u>Nhnsx}fg%E2iRu*IO;x&2nng8{a{@>}-Kf=nf}u!tHm zZfD-{9~WxjAZg{c+`FH2v~J~BX1lDGR_|bb`Y2NpH78dNy(@KdcX5`3v+addhv*w> zYeMGxL|$fwhB^#(X0_1P_sQ?)*uSuO>M344`C46jQ+s(=@STL6Ff%&~o~RY=+}XMm z#*x8z`SNAA!VmAWyWxzM@PNUfO?=Ppmwcjocv5Dd%V_<-f?l7joPv*PP6_8XbV{F$y{dt?!f(JC&!`lovsM^X0|g$;`l66xx1e_Fm4t z`}Y&-^<0cXLw*>QC23ym;$J^A%dv_)E(NzGcc%ithQd9a~;_He0&w zyMe+F8}F|l_&?s1onGG3#c$0twc`+#WEmsg{dj${m&8idN~e2DAKdrFe0*O?Q6{Mz z!{CREUJxM5@xB@ff=CHCb6MAw+CM*)iRLcqZY1?Cnoiw0o%-HVPeG2>!XAk*S?k;r zSA&nm=|6uSRvVWuq}MH8|FBN``t>ww)sdAC7u8)XB`EfZ$XgCfVyd zJIlJ3%PT8+PM*|RPWa`d7QiK~zsAoj2c}%B#=gZ2jSkMf?6n_5t(l(-g@t}fzcJFF zaX31CHYOqtq0E?Fg-Xu-n%zN zRle;ZQh)iEpOGW8)4BM=`_KGaBH{9Pt$)K5tw!xH&hSM&MsN2g9X=hNFlsU9#+Bh1 zB@5lC%2)agPNHQ`HaRcuz5B4}YF#pw@XRmAIU!o-AiUC% z@HmNi#+$&y%6hoX$l~|(ia$riAzp#lzv^ALH8__;N9I61S2ZuA!#uDQAd(^oU() zTT81>Yx(x{x!?d*71d<2M7Mb7s-e?{^vcQAy5`TS+R9I^@Kw6I_=ko4eRIaC)0{u= zZ~r5vLp4a~4L93-GJExPBhL(koi-2)*Rc;`=AkW71D) zrpoD_V{cV%ReNOdvgWp14eQb_adFoZCK>YbPc-%Q?_$Kepxk>+MBgCKsbNk2Bc1kd5rY(R$j_Gy8`x29US8(n7t zZ@gt_6f_d~iq6MJs4<#;WVu09 z^X3vx+4cSAoUl5-{QcdY(`W95-G*ns#b|7dE75g}RM*l`m*WWr zIV)T?l*)FyjejGh%PuG*vm0euEiTgGA?8B#f3VO|4adzK^*mGB4>TN1HzOboj=S$HQjndrsfRoSW_9`tp~g z9OF43CqE`4$Y@m-9&a9|iET8=@2vl;7a-Waz+UXD7#pY6)QN*i8AVsuRXDO5*25DX zWRz_!{PSOV+B+n3D=VTK$^_MTHW|Z&M$MddQ~dh_VXIiRu@>_aVi?{9SL;i3hPrZE zJNf<#r0&vlk7q}uxZgH!Ws}gN^R5p%hxEg>SCo4M8NP!-ztEIajtq>_wgO6?Kv`WM z_NHDj?S13hqcwdew74(rX*LU{CxRe7F|0$Y}phGTVx59sjld@x}mV zrvO9dzA)3vK~PU%wA3^-(mA&OdA&^)bN(b$NGM2uko=Xe^;sv%Bh}TCgvmv%zTtSY zREdVPW%)S6=j9>JENtw1MHKQ9PJ~-sTC4x z)j$8}N%Z~H+3yn0jrL}FIRZx=)7y}&6F6U^u8L?X(3j1y#O;v6Mw_9*U6FgO{H|*o}G5N#%0C^>)X@Jyo#sm zJ{*JD5?-kO^Twx>X~NZ=9UCWt72{;B4H%J10FydGmN^1{vq?->d6N87vF@ zaz>XgmyEH>?RkFm%iR6x-nSV&$_F}Qwb!IcbA`*Y<;%T(V_920U}fx!T!cuEFk%$$t=nE9K{Yf<~`Upm^R+b39!8c5+xyy+FIGw%i7<%ke#lI74RNwSBd zAEo`2pZf^Tx?#9snB{KmcYBZsMr}albQ+nXlmA1`bzTX*Wyvum9;M1opAcq_J!7Ar z(I)?8SDKl;8R`+2VeB?4L(P4pO04RQ(*ZNO;$?Fqo5s!d^nUss<)^rX2l;p6%_kfs zmCFDAUFhI+n$z!Ro?b>BJ)gdE=>@s7PUF4XhO#%iR=&;CYb`z`JWp})42jY&{_(p; zm4~$L7q(N%e|qY)bez_0`|^0nvUz{HfJs|Wju|79npGX?YikeJUbRyvZS~tvF)wQB z>IxTXvX1cA3JO?#y>a3-GXJf{AHJ!F)QCXb*q+GKmmX{*XTvvYYhRr|@8$e*+PjPzOP1ly1jfBJq=9ploZCBAFC%RtQ@k~YkhvIUACw{k=DnR z%=q<7a_^T_er*5$rEOn@&Zm94>uIGP^ZXi=)ggvePiWndYJ;u$ZcMU1=(#|;(Bb`6!fh$ld|j2E z&V9P4`*BjD$;-{In{8uvNj62Hblv8NeZ`{K^s9_}VvWDsa+f#+wU5S-l)Ps^9 z`2NEb6vhI-+PqaC8yU;=?(2?anZqm2bir3#y|$RtV4+U@Pql<=CK^~r9?NI{3K@5D zx8QNrj-6Ms5j#&uJU%&5$@`Cg7iLA_DDX=<(bnNK@ULjdBT$dX7EgQifB!iO5KNIV zL=X@2BJ{6#B(D|pujbbH{$E*)NoOaK^Wyox|G1OfmXe#2v`0p!e`HK6r~QDSprVh@ z3x#~DkN;Ia|Ido9_Pkrw&}_M|DaktU=1p>v?8S=_@d9XvNnPbXaKJAyF|p#q(arIN zqbuEKb@O(hFBFCB&1ORJ=bDpJQtrX2OUKw$dwYBOnC+&oFFKn4j}rZ0Amagi21t@4 zj+50K;ZlBKd*VJYv9WzkPeFm&GIFC(pwK%nC8I2I+G_ou3tWHMs@aHY@@@^*LSF0c ze?IL2v{YAr?NPY62-hqKwb_hTp@O#O|LsqA3$xJpV@0tjhU5rg{~v4ia>po;CPeY{GL$FI@&DwZgnYWHJUmO4P|UiDm!*8o#%m)F!WcMlH?%aDP))qraC zM}ydN08{3_Z&pP+2(U<_f}hMzu+#sYzvoL7tL^RWWl>6e<~*Sus@qxm=n)Cj^V0zO zaB_0C)cO)o@t&TmIxOKiwk9F}(F_8p96fqukGh@Ya|56a)aPxO**b-AiBL-bBAj`w zIpua#R8++Wt72d{tAYF^(5Zopm(lJyG&E$7u`G-@#aBs2iGvaYP~$c{>!+TK2m0tH zM!RH=m(96L7e_`%dB9%BbZ!G!BZI@k0h?I`U)I;x_hiJs#til2&*shr8)zs7$&nlk z_spF+LV0d|9yGhX7nnNo4MG9Ddx(x^RjEZ5aIpw1wNu=6=4Q!XTR=kEdIOpmbIZ$b zF<@{MO(YLxe0M>lV^pwNh}QBM=?+9~607d=xeULdCzAz&yrn1O#7+!L5b`yNRa>I4 zR~eJUU6|1&!Gr;!9q3*Wc00%SYjv_96qSGCZ-0S+7K-rkLDk)B$H6NjKHaVJ9vHwJXAc}ncEEL3j3jv zslkukCPXL!crMR`VaT5aOjWe<(nzmO9e0Xr-~0ak`$F&ziB~HW|FP%$0~O4NJOe;G z9YYi(pN(}l&XbOmXez&!|MA584LdVC=qobo=e*3mFQPfTmt)mqmgyM-O0CuwY>zV@r`6DPkptKUg zP-slQ39b@`*#G*4hK3UR2pS#3V4=Sv5)khN3I+hFdjPhrwT%ta?%j4XKUFMomKr~N zsK-3E#f-X&C2|3c&CM{llsLiI@Pv{RIF9YuJb|z$Xd)r@yz@-YPN1plAT$yH)-%tE z6Ky@;br_u7PN{z~9*px#@tQfw#LUdo+S>ZjAmm(3Y-|WN;T_C?+yO_24og7buAJho zGV{kMt*owwpfT8>>{F{CS-*g&s5Vj}x*xCJ;Nai@XU?Y325lj!z%XCS&YZwGQ70hy zqk{D#FTikskvc&9(*ar+^X=M3n=nf`kItclsuNKa?(?Z^;HHxHu+ZHa|MK+S196vZ zTmnbkEOrE-b8iQT0YoRiJz{bYni8rwql!vO+SiRNG2m|hXT<^YqB*N@qF69}zp+YAbroTSpCFE05Q+Y zQV>>^OQM4?Ee;OHMjY#9`sr?w>*jT+Y!~L*zkfg2{@jSB(84CCum7+@xrl9w%-V!* z^JaQa_I$Lv;j8MueAxzrdM)?k31TQ0txm%LZV`J3ItwHcxM8rNN1a^4%FI9WfIZ72 zCdNiZMRmE>M~Z<{%nu6^k5_2#;E?55`y?uA8_@lSMx~p;-ekgHCShuc)Co~95R;%MvhlYm_ThgV_;d2Ns zeK1-ZVOIxXP6(|syq;?_tt!`WgEGqPk(A_QJ!1G8T0*$8{GTR!zVFGvMmGxJJH56% z%Sy_Y#HW2SNI0hfUb-nb?6@fQ;v@LLgbd8f%bS~@XF_|_HlV3R+;q;rZ=E4SsCpl} zV_RuyDbJogvY7Zer(f;<8Fx_|dixdP1Pua{l9I4b8B=^#vnrH@AoAk6iG(EKHyG1k zG|v%OZYEC7LsQe!3fL8|`#1i&sp;xk;%AQ{-M9^!JB;}BROItaad+_?InqpAM)8b0 zPPky)0WH44%S7YF|Lm6_-~B&0HMy-Y6~VYiV9k>-z#+>Q#Z7#E#))_ssaKtytQZwL zzqFIs+Tdp=PW_ROMZ<39rgjz~mG!qi=+b&1YL|SjslAObFX&pt;MMk}r6piHWv#6b z0o|}Ad<|Cs?)#$v!3Iowcz8s-GZV8PkUg%ISLQmc3kEPvcz8JWMja5r&+wG|Z!uJG zoyhe*OiCJ@nE~F=(-^W5e0dqd>pf%xV4}%`?TW#fPP3GGh`gCjca@Z5R3XZnI&vRT zH%WpBPIO#cXL)UUIwfe7^wPDAHn%+^2CG^A&-I=x(Rv$b-=oW;2PT_D98XB`Qw>#Vyp+xz6-A;04Ic(o15%N z%>pxy&8N#X9=OJaLyx?`=$uS%ddl$hbQtI@gD~Eft-X|{OziCZNOA`j6co6RM4oX@@%QS`!jxFZ zXJHH_ow)%{ETNSp_xNI4W#2VR%k08u&zSJhrWhwn&CUHd-pnL-2X~DYi4hmzr5JDc zE{vdYrxq4oq~(5%QHwzMoDZbEE62Ob3TDcCdi2R;A%bI6HVw)l(d_!Fug?&$lMq1e zLgBIY{sr%hIH9y)rwvX_9Ncl}@*bk8Fd!vNF^vg1-&pg`{3PV{STT9B4L3rK?FL#^ zsYvt0g|0LWoFc1;h=^Q<`X=tcJE5W5RHc8L)w~d0{(AxW$~zd=+U)D=J2)_~r_yyo)rLY+oA3Aps}f`qXte`ohfb>Q$X}z)z_a!sz|XK021m& zcu*lw(a^%hL?6l=6;;a2Dq*bFnbN4D8fe$#CBzZonnIbK|S^ZIvO)$Qc#)boeg7@!?djyZXouJ zPy37H5J8-8{7P~kdcBD|?n48y0V5wiJOsPU3-9vZ$}`Hr!PGy%LifyP-7_*Ffghmm zgP6JA7s!ait}1`#OenGH*wX+gAB5vEnS1!yF*Rb89U?KrG7*O$1ep4c-!F(;8HyIP z0L%@3|Gp2np~Fy(GHF{L2Go@ql1=S1m`i6Qy+-HqEyh*SgUCp3{19jV;XV@TUi+9p6Qvb{uPc>%?Pk!fEaW*-67QXZv~r2!$kXt5MT&Ro;zUh zm@$gW;|T%pC}75ux?P2os~|Z4{WfDiN8S zEC{I!LGT3j2^v)HB@`VAZxD;l7nu2bEIBbz05TM>L6wzPSHCaj@iU#sXS0brXU;sQ z-n#3MzJWml62=NjN+IyG^I&OAF~ufFdvMG0WTz_bgszH3BHY3Mv9#`oeB^8Fvm6^IWJF)18;TeoR4_NsWRr9+WIO4YPJFkR^LPXl zfS7TxN*U$uAi~&`p?(l@blkW$c_1Ug3!OO|#+9i1_kXO*$jNsgj?CNy-8SNx9%3AI z7c3>U@6^U>XKe@orEJx1*uF?&s^d(;9od7&v6?d2iLZPh;bxn(h@dZ6w9oxCKAlQ6|gv!z+>mh&(-!L@(BA9>Z(bO9V@1tf9x&8}W;UrEM7TT(n@lYtaR4?y?W8h z*!WRCG;){+$Hxxowp}SajL?f!P~T56jc5XAWM&4tLwo?WzqcFf{Tq+V%gg&p2=N9&Wa%?xFz|j% zVD7L#_Ky6_-Z*$CB;@Av=f|=8nK(G~uGXq&y)Jhcow}!59!saq1FmZ@uMJ z?0F;`-rz?%+u-EAfxP7{?DCxkUR01|H84qvi$5a?a9m ztR)d;!s_iH5%CkGL5!i>A>83I*2ML-yIZ@e!0|BR3;(nu_%5U4kwIbFgz7v zI+fsM5Nc5{pPZNjR7?SA%jgzl3SazPwSwS@$B@zf!w}vo4#bMbWZxDo=&h zA0gr}Xu)s5X+=1@wR)+`s-$nEA1Ghwo@!PVn0mQ9uJ7&Tf}+7ID5?P=v6a2OV>OfQ z;WO_wR|s3MO@T!ErQHQ1=+QATnwzrVV4lYP5z|%WJaH4YYhYu&cH=grlo;@1U!#af z$kmEl>0$yIru`OBR;jQTc(cUJ#zjD#uj>Ixa~q-i)A!PNXT44cm;$_o;#F8LAeRK5Ff|d-n+fTJz4h|)(%xj*-p&*C&NA=(J0P z$LEx#CBM(_@2vRG@rr3#znlO{B?23S)44{qyDBOwV0{m~di4t2cXj;=M+G-)c=Px_ z!DX>z3;}mw?w;=-3OKPZK{q3|A1H1EkU6_tWVQ+7Bvya^K)hoBu{zi(Rx#eh7!2}5 z$4p<}vFsdjbO$)An9!lhC|Ld>KsKXT7Qa1d!3 z44K~}jvPE53jFph;aM|debA{Rs=V+rb6R8H*QA#anrW?HzU166yh^AG<{Q?85Rfxm zi$nlnC3XGYE-7F;Jkl^Bh$blztcj<^twyD%rw8P=PT2+#)`x}BqcE=W(?dS?4)HEt z_WxZHCH!F=-3AB)*+Ulc2IN{+ntlIL5R)bx#IOd`QtImK2}qnD?18(x80is?FDTD! z>X$AJPEBorZm#8#Nv((v-w8tmOeGOzSbr@f!-gYn$H>IQ&Dz?XmilD+MLWg^ccp}7t7KPs6 zQMeA#%VKc>}m%IP?lgq|v6NP$0=UkSLNvCIZ)^$x)g#oMgir^9t3F z?rpIwAy74hSqluLBswUhrFUU?2zQ|CtYpM#|~K|qLe0Fgf$e5LQ^ zG`Fzu8b5m;TW1I&$ert36>Q*25X(Fmd1hA~r2mMDD4zU_v7sW2g$iaLzz{$O7BBJ@ zmnTo231hzn)HM-9foLcd)nFnD z5IcD?7>OyZ_>OB>VpF)Guh63SwX2Jc@I-;Hx&vM9wiWM+Ww#+XnLN0c#Uvy!TV^y5 zT`;YziYF;v@Xy?_v2RsXRUvUeIFF`)mB{6^({X3-mSkpSy?)ej6@NSgNla$MDa7{@ z{tWiurvWMWq}xcZF_>;?t$h{w+wG8pbO^KAk-D0)2CJUW;pc?INA%?&VakiRN&fQX z2S_t*-4c%X#|qG3n3^z?jzB!4Vqd$8d>bWkr{KK|BeU=Zrsj&t&-G@$7gPPKW*01k0x$?eKx$V~?W=w(L`#iNxBM|iR~&64fq zdHw?fhp@Xecy9q}*=>$QR0vFkJHj<0woH4qn?ximq4;qKJo1FxQsjsTSp49;MW=jV}*mMR$uBME{aWa?_ldI*ApMG(vc z5dr)}v}be%{=xIOqJEPIJ_3nsBH?>tS2ZIK1fj4*zcBgoukXPRB|NX*^1R`4$J58s z-4=1O^mKJ}@pQar#pZ46?s3n>`Lckpz$HF5J5NtnDM7*i>vaJa_q&2GHl&6Tgbh(w zR=nw(vGgmz^rqLb{MtaL(5Rv^K3)}3RHN_pPpNr+isB|6M+V7B6+cSd%SwiOd%sOy=3I#ZbXjoFT#4|luHbp&iLa4U*_e}C`i zxx?dwRo{g-uU`s;N76pT#7CMoE?0~{&Q*#i|0B1(y)Bfcxwf_CxbflZ*K2$G`(>Y4 z6e)FX+`wgJWldkbp|6i`Za(fUe~v2Q!y2U!RaN-tsA>L9-kS97oD1#nwXsp z-`es#+%66Yzm|8!-(QNwcLL+NGJ2+B)cq84iK}+&heq;9Yjd+j&-1JK@7|RehiGb& z9`CivTeUuBW{~nc9~c<8RvdCv*y8W}X<2M*aeyL%oVhWQigRLdG5TusX$(?(xS=uX z*2+voK@pLXLJzlH`=KG&U?*by>m=Q!R`K@jtXWqdP0g6uxw5jdTjh>t{I?hI1qB6_ zRaB;`=CU00#Hn-xTq)S7s=`W3g=y*OP55uTxjFwMFS@Vv=~LR?-rk8GRn~C0_WcJB z_~k$Cjs^65@^N{4>pjkWHUzoz?O8b4S+R+%fR%>(_@~x3yX38Bzb3V{wbj#`2U?b` zynV~3nI?=MC%eONrzS#qF0Dtq<8cuz{zSRCxk&RSZqu0QGxjLxU}qAZ z@#>W;IFFg7AL`H~2EcC@y!Q93HX!=s9@;Sms! zT)leLU=b!I4N*uHwvFoB`1nx-gB5b<=PR7;lG%(w6b3)sjk7iK^!y0_tquBg-7Ahs zQV(H!Yxb$Uy{n+0;2B@Q()(6Cb93|DSFgU5E?+}H(Kd-YL3lbvpxn=M)l?5!nJrf-)b4clHtr!m;nep}+4-&8TTI^qv`rVmk zy?s>fG=d=Q?d=8~^nAAvWbb#n%iHALr6HQ>*0_qQJFtkI8Im8`H@?h~-L4Hh)6&vX zx!rG~tFIs4+1Y6@aFBg+NJvafJU>z)7!@7O&-y|&jsOWfIocH)P*d(@V!=7bk>c7! zCO+7U_rvtHtA>0>N5=!>cg{c5nNFX6n3KacGdnv}v+`S6Sy^NR`+Q(=z44TwMOT*W zc|pO7zeey;xG3v3g(oa5Y)o1WbLmu&7&&iGidCL5DC$cZ`O$TgS3hFFX>nOYL*tVB zj2cY2)&9n8WOVd{iVAUZR=JqE!&yN%Xzz*!Y=m<|PL6#S-&H(2^0TqANnhaNsAhz~ z)^6bGDWZ9fMk_-iG%O6SW23S0%G2az4k@YOmAJHL&!W)H1lz6^js;(bhr9c;(egYC zMtb@P7_U`l>LsxVLyqU=6OveEE)$w_nh5rs;fT(9b;U#NI}Tsr4myMG5g{6Al7x7PS= z=IFgygH3CMf8_(a(nE{Q-`~`%WNUHbe4f(J|3Be$O=~& zI=1#W7)>9oNEn$ro~ex;t$loBs*<2oyNN^9u``syya&^!061wu$d!VWl$U zf{c>||Blv{Z*Fg2-Cg-L`RC8Qlx?bnX-MoBAlhBg(jpgOB!dZoSB56(gA&`rqM}Il z4h}lpIrN>gm*EM_%$NmCE3p|FOj|3zOp@y^b4XeuTzc5*YN=Gsa}f0#2L=WN7DduD z;R)avR`8iGRRuXsPfz2%Gl;IKk?HV%)aKRha+CA<>Gn%)@rx7V^a%$OEDH2bvMFfk zqs<2faCx-78xuIOs!bny%PvyVahnA(+YZUSpxUlu`7)cWHPtrMw8kJs+if=*d_eo6 zlzMHKeq1(75_iy#+LOaRZPc8n&CiAgfe}Uzn1?WSz%ff{Xld)_CB ziMa!dRA6(~~%*?6A zv9zE$D?XmmHz0r$F0uQ|hczlH3PGx>s&wAm?6wm*fBt+)^(xE=-_JKQzkiqCJ8VQml^; z_aS{Nz#4FHa$a(qQg-}RUDh5Xcd&GM-cxF8d8DGfOAxl$CF?J25)us3-b)H9Dg=6Z zdXy|Ij{z(dj;JUrTTFk6HRup?9K=ROMvA$pnwgoUul}Td(L-%)HvEhzPg%uDy$W_|z9l)JhIdm}j*cLW1K`#50 z>sqM>;_0yMy&QRjrTK2hk z9_!jAOIhxSIbJq!hZ-$&exAM}5)YZM{SBX96U7*{(+RU}w1rz{dJwaoux= zfudBAd(;MRZ(-!+r*CD4{E%v`lm2i7*YX*OD z)zXrkC1^{Ri<`TltE+3{1BKikLLsw;;3?Kac6VL)u)u1;D46?Zp9W0F)BJhZ401E7I^B?1F+6mX?;utwHeYZhLE%a1Dy< z_QGkJlz14JFvi$deRKUirpqTKFC2q1^NYn5$kUhF=ClPuXqa;c5#QrOzp#f7jrmWJ zk)e>Rps;Xqdiv*#+(pBp=4ip%L7V;WnbOiSWnbD8GhMfXYe%&CTn-G*$dwtM*;D>dcZo3z0xUSs4!=0b}aNnVgvTfSBf-#rjkWin;;j ztdDwhS$@xuy!GJ@8BC*V2Y-ddmzXoDVouLyYgvP~r~v^WRmI?*42dj0Q1(Poeu~?*cV8Ht4tLv4EMW3F@YMSZlVh{#d zf06zovuI{%ZwtuvgRqrhErjfQ&(|DobmZsf+vz2y0Yp9PQWH9t74V(<%VQSV;osv8 zaL9CT+;~t>!28y;iW*I|uC79mIw@&r9zg!K9INq5o|}Rl@&%n+M>8)kul%B-FJqqr zbOm40rA+XiL@?VfE;iQ&$xn_}2}cY}^F8)GUJ_-mmA>JKIL3vaqUVs59NGwir9zLe z^QZ)#cL~i#8`X%jct|aktiR`cE|=Ty`ZG00MxKQg(X4Vz4|v+FDJF`{KE*$MiubO3 z+h^&q0X!psm8S9Wldp%4Nl7{*f8x}+iF7h$qjTo_v#k-Kq!irPoqV%sgTioFQk31i zHTpo{QoDby|DDNQzr;Jo;{kJ-K5O;36t|YIAGFFJhXNRygg~PT;Nqh(f3^2=6b#G6 zIT6;exw-k=Nz;9{9PMm51Pe(2R`4+jVMF$sSouO-Ml0R+mOgZqI1ULT^{JPvOI#sRhRIL|!-z1A?9v>egSb(oGTir^7rM9QO#IeTlo0L!FMzCDb(TSh+ z=8xsKFJlCF_~rT4Xub~MB~F{GIflizQMiGFgEO(bO!lAw3xU;YqCPbF;QKStQ)k5- z>rV;R01Q9e?1ESxeedThqh%`5!Z&Y1hzfx`;{7sj9OROE- z2vp@l_&>kbqi!Lnha69P`m{0sMLs@d3k!=60Vha(N5`q#w{Krhb|@PrKXLOP+|$%d zf7RgSoEk@d@&nf;r2p@-%tP{UgNsMGoB{7!#~;cv#Hs+%%iBrUjw*{Ep7?m+WrHHqN80j7v~YqdmSjKp*FJMQ+8!`Ds^PE0-ON(oTy6UK zljZ>dS?RE~q{nYfKBH1RLJF4V>*Bw{;MP_fGwlHU?8;f-X_BtZ3Wx08DKgLwfT^6E z%nc_M8)&5J%4Rxdk-GLCuPJQJCI8A!e@01vYy?} zU7$4xc5lxYsRuHtqoad8Sozeo;H~n4>XXl^ik{vRTO&xBXc(Uw3s`N5qPr;MyJms% zet41xeL*k*akW7QR$rf9P*YP=s0%)dPfqUN5X?;|+-)q|^+6&HH!Ad#;2spYkQu3?0Wn}H zFNIRyUTdb^hr^ASha8pZ(-0x(8K0b-Ot#oVika)7I7oc4MFhWap=Ka#9j8f{GTO z9F=Zou`x+;1s@)IWUl>AA3r63VtUsoIpuCjM1tnO*K~N8^eE^IEVB@zD}r%18gn0P zmk!o`Sy)&I12jhhAyzMigXlinO+&*|fByWr0zWt~+!(rhKS%Eos}(6No`O(XO3+T) z5s9-6JX)if&oA3DM>s0?0YZ2C5=r}S84FisT%A~@XE-P?Dy~F9r zlP6))t2H+yJbuTxPB!8zQsOn(2ooosyG||Tv%>e*q(ZB$y`2gY1TVxi6A+$g(cBHc zmYbii)@@(bh)M)6zc`JQ6GOOYY>B21FRnW__FZcr{P&->uV1Nw8-@d(HUkLR_$Br% z+$0QW00!$i(?*5f&_alaUci)+l;8my(S7uX7;JoE;?Jp7ZYe3_TV?i1eWm4xD^_lVHnwEarYnN=jc48Nq|Kzl+7Eq%yykj!jHhSe_go-S4rZ#Z#ml^PMJR zKYu=dXzpWqxd9Og3H4a;fz#wndtxI{&Tu&H4Xv%J=+BGlj{OV8Qw<603(Lfj@;RSw zV+5{ntJLOEPLEv}sEFmhXB90F&*W+;#cunS5XG|L^T>U`3VMdNA*9&HEx<%cvCC`i zJogczhi9Fs19jPv`|<1F)ZY}AN*e|oFa2#aHMm0@l2YMF6(dj@yW=_E&7SKq_q}nn z%7Y)H;~b;%!u8J&?)382$q3fd5F`c{mKl&tPFb@<`mJ4Y;`McUd<9A|m*i^R18c;S z&nNTdO6R8NlQ$O^ZdDh2|s6PlH)Ulw(BA>dLXM!NzqTV z?H_lu7PS1LPPytdF-It($&YiUD^C<+Uvo=~m+xb3AMXJ(pGgotQZL`tiY6172{goE z%jpq9^bUlOCmw0I7FHb3Ilf{yv2r8ujFI`085=F4X-&7So?{ml+zV}$%cs~a+_Q#_ zb1Vy3*e_8{er{RhU5s}8q{&1@WkgutrshU5@rY)MQp4sVfr5M1TfTZbJSi`n#wIFZ zos36EzD^>f`ZYozXgVw`V5eJKifL%@J^$!Es8_(KOef7Mms=oQbC>Fz`u-qEB$%MU ziMS4-dK#YEj>K{?4i0hGDLfr>3Oqa{Az_MX>CvO9nI#!gO{WG#?fXv&1V`tMzSjjmk(9-Ej-!zB{U=d*yHLm=~PbEo&%Ql4mlInFbi!7ZAH>75a9?7Yr z^(#ryM(9Y1^?mwQO*PqEaleU6I3P9@8M}@_)0-ZAZ@mYIDvDbp+2ZK$ zHiCs5O9xV56BH~Gl9IxKYg;!*QXyD~{%4yWk~KlFa$6ad%#ijW2N{fCt{){AQ23Yv z@(3Y{SSw5Bk^JE#MI}trI!uTqTx_tyh4uIM%v1l6E1+ZwKJ(hq(%=ukKWcV{9d1=P zGjI9JJ|t(30(u#^)uWm`!azz8c(~q*B8%mdXwHg+EP-I>I}EnSOR?!PY`bL9CHFsn zpJAu5$6V5(nQsb6)^;marOvXl)Fwxf)OU65Y#;B|orIt0w=l-46t0f@FY?EnxlEvu z%m)fxYb&R$EHh*;sXLvip@)ZoP+ggf3pwNjx4o_DGE~|o%zC+!k|b-)ZX4+2qfN-kb7Lx1HP3^JQ z%?F2wHTlno+SC5{@#C!=N@~2)V`4~2S>;CUht?*W+@_j|0gj^-TS|)Y{rmT+QeM1r z$9vW{_4UgNv!Iq_92BxOulv@#js;jra@_iKYm<#II}gv?v&D_At!69+_igewIG{sA zLlUkN2(qrT4x3|gAh}nw)LH|P@q3b4Z*vwT=hlu++PHnMKR96`WPa5zT`exTJ{Mpt zn=M--naNVPyS7cY+dRa<|E>IUz`+jY0m0DDpwr~sT*U3q{zm-LfVk89sVFJ2O%W8F z5C)`uR+@k0X{-;_9n*odaO(d3`@^Q%)^v1qzEI8(av7^RR}mW(RsFjfN>F@rc+bMa z!Yrnm9|7`GgaW`iFa-`#(X#8JPilJmqkh&P-w5lwb=V{r&R?L4Ff}=*P#W`q$v2VbI8rsDOMi|M&~g*m6} z=JAddr^NK!O;9Ge^6S$&6wv+^kU+oxhp{(1FGF>T=mhpOCtz{VfKVkIN)iABaTS(U zj`ruW6VlV80nCbBZ`}al1|Rn1iIC5VDah%Q&5vmIHaZ0Pue1H$Uj6ln9v>h7e0i>! zKPX;Aq@>Lqf^{)zm+zLZS17vw{CZ%A)SMG4BZF)(R;Fco&te6ypVgA5cyfaC=LL~$j&jZ3%*tDc_CTQ{PCH~cMt^Dat)ry8fF3rNd0h`!}`hb z_{oE!$<>XtyIG+sFBBoFffV)dP)yTa!lE8QVBLU{4F=vA6oTqU3R@mTsdr9wq)##p##C`Fc;JaCFp1Mc)Cdh8+o|qsM{e7A zuIJC2m2_HKthD3y1M6MtKF1W99pxAl_LLR+N(Wrlo^~%olTf4nX8UN+?k_ZCrGGx+ zhvMkB&H1V6>GuHcI(E+`63@=gUUwe&afk(QE9<>7IyCjyrTWh~CRzVp`yq%ce3&vx znAB7uOPp$PpUybimWP&4G4aD;n0Thb0umt~#oHH=v3Uwd{H>N;E#8=6UfyemcBvx_ zNOxTw)vr&u_ADADg+L^jq`gVg#he;J590QcoWU8UMzk}jBgV?bOcF|62hX*BZKIUN ze)4uI#~swvjkX#1Z!dtjR!xy^IXj7HUPe=W(*FJ zsR-P$cQ(Em1ZK&^ZB4&+n zp^4QRjvz*XUYB=_``biY6ckjhoqecFpip`SHkW}3j>YrAo;UKg({G!4?-=@gqaLC; zsbzWqR}6)(*Uxc;w9_m#keUk!K#?{ri-4c@Wk~mm!#MR&M_i*r13~iE|*ugyh6ac9K5szBS_CSqcF?b|QeTujuMhA@u_T746%1 zN4`SIuc(MzR8&-_!_mZ){lYEmJ8aqln!zv@w}h15rJ;@FfL9z zqUq(ushu)2RQ*|vS>n8WBcmURVGiG4+FpH)t9PS?Jrxsgj4s2^f3q3S;L3RL^+Ce% z^i|TVsrq4BwLHDtfZY`$V&c$-?sb*3pbmWw*tLS(Tq-luy6kZFok53e2zfl@$?`nh z!MAP*mpw5|v(|J%he|bz?O@7xEeq8jb|T(>x&3w``NhQ%Xz2x)x+2b0@$9&&$*+DH zJQ`8eV4m{$MZ4CvJcr8eD!GWc6Dle%E(AcN8Hx{8uHwfJxL%Db$5Zg&alO>V$-%Lp zhID?Ti?DkB8!)zYYMg9XIHsXNZ2Y=-Eg>>-Gl;7oO462?>VhH6Wag>va%3>?6y>l` zda|D|!Sh0NmwcRax`?GT6Zh0L3qwSOeb%1UE59^7bH<9W#LqsZe8SSg9*ss1{d(0k z9e@71$*Vx`Yi!yQN55=FN0l&QHz#E8#Y&*?Z@4PbyWqYNfPg`YzG}MT?%N!2+8=C4p`O)h#lVXvaMNbvezBulk z{K&|*cY~HF&~dOrxDGz3A~BBhcyeF0EI9O7fOCkzrR4+g6f&=w>KA3p@^WyvUnIrO z*uj;|^YRoFL-)J_?g%=$=FwDsk}W`A-66%^{f^k$G8aFZ3CF}Qb&NWnro!Oimj#Gc z%PZp`8!@svZdrzxp@>=;Xp~WlKYt4$B>_&;QVih35YF;JX)A;VGk-$Pn`U@O+hD?Y zPXQd}hgG-|e3}{G^EiDOQqjG;WBVG==cCZ6TpMp3nuI5VZs<5p!x{&r#a$k>ocVF} z{l8hD!o){l|3IDI#@w5!%JYa(Ds*#@SX23H1E3#L__2ImUj5LAsR8DBMC|7;KCy%n z^zWLpFx@h=^t6#mA_)*ehT{Bsqhj!IaHVUcel6=F*g$IvQ@M`9G@67%5QblCN1Kmu zBHjylTa<#u-<#@f(9yRtA^l zWkiSle$FkLpjr#4!GXY#Q>L1k0m;QRy)eR(C4b{OHn)U;XOJGX+dSF#rWVKowHl zWh`c9#)i+NoHT-h^-Fyy?xo;EUs^gk(SQS#978H?Ew$~4Pe=$wD>>=nE~sjpVOkX< z!GS!J4)r)%F4yAVFoa_KcaC&q59o#E&eBk-q{lgG8k+as%f~S{kpb8#)*b-24Ww#B;A@N_mltlsh$r5z}Po zeOO9WeV2cpjji6fu#0g`d);S0WObj$7Y^3%O`z$^ujTUg{sNaEIi#(IW>XKGN% z&FvDn4X!9Dy-SXG_>klBtbfMtipcfzWf!wRLT1ceaV!5fg!z8;Y?rRWU{GR{LH#z$1h+J*=j6z@{5d==s)J*o`{?) zE-3iAvgj!e>jffpIAAVI%iKQHyAl>2E*g-HGCoibQ$-z4BRODv$$$H{85~1VAnYl< zbN2TPoNNpSLr8g``R&_}+uGDn3=!&`x>tD#QV(2_{lW!e<9Gccfbemi3BX{I9b+`q?D#*BQyu=Om!wZ1Val7 z7&KEU@1^)Ne*^VypD61I%&fn^zg1g2`{3sQad5KWAz;-({|{_(WGM)BKZVJ}s^B7^ zQVt#X`uR0U<=mLHdHF~D*k!Gyna~KH2&a4)qr_}C>IaUG*pjT zACjF#&tofV2vbs05_;4Si{X#=ZdJPG&hF6gXf?~9>}v;ZwDW+d+5knZ5}S5v@YM8B zD}T?+Gc9l~1d3rj@Q3fWj^N zn{$`!y4f7ZYk&PcZ>N%6Hc^75jM2T>~5%mkVg6sJtAkF+ydo<`2J5;vVMCc0w4 zfV`RRbTMO=aR2lCB7*$2{w6+8NmX_EE`h>k{PnM25H;qxumlZpg~JT*@h7h7)&Nx}p%Es{|>M~A_U!(vpHIECMEj+>FOL4}s0XXE< zj3kf|_cAV!rnp~Y-jPsN{%)X$lOZn{yj;KAv$jbSVUG>KJi^3FeU*uluo}Csg2RbJ z`G%_aNzsYecy8QPrIWy5WPS!a%@Av@qTyyoM@_E7tds+|fNkR!(*fcMbxDCpfrlW#+mG zzPjp3B=aK!lN7H%l|lS{8_~oX9oc4-aR#BGZf5_q&ONH0hF+xeg@NN+C28z8Y8UX+ z(LTH4x~}}Fi8U^=t%s5Dk}60C`+rMmQo&W!8~i`Q@jr5Yo9e zg&1LbNZ-o}01XTa!)|QHP$HfUWCM7|=4n4!5+mDmxfoQ=AjAkRn^zbuM(9;8&8;o~ zA?~0sbI}3XV&(AxiGsi%LAGAwX6~daD?jG<LAH8^4EV4Eml;C}4)uYya94Nl%jw z{RvP)Sr|p9-gl6t5ksbGjceG(D|4~}Rj1L5ZI1L;O4N^x+@nZeBYaO&sW$&`>TR@E zfGGz@z$aJ5L!CDnKQWHKr#ZF8kTs!_Czn9eRdXA~!J0?1`uj%?;M@W7QFVD!X!yhH z8<52tHxXFPVb!SV(`3{STC7k1Jwj34E_cs?U16&T#q3KNm>oIl$EMX;zqKr0%ZpGY z{HnZy%t#cN!VBKiUg+TLG05ManHk4}%E~)ayqNgR`mfE1nv>58la4WOdBXOe>8*%? zSi8z|u9DKBkJ@C_59Jtx{zfY8#5{@87zGhJsLJ{X>y0B*(~`s>A1bHR1UF zPuA?n{1;JC*l79|atj{d0h7!8T2tuY^k8r!>igw%SQkU{tt}vY+tT0F^l+(kRZ}B+ z25-3;pS}PX1l`}|i69GOi=uryuhi9}1VS=D(W^hw<&|o?X7B@*~Qa#&LAP zSEdjB-2T#)89yVpxGX5>CQOKp2u+HFn|z@gE5}(Q-cfv;3^8yfxUr!+{7k_-<%(AN>AznV6jg?mwEw z1~5WlfW*tDf0~mB9+|bshM+6pGhqeL@>VvX+E@I?C%)BaN z!V;s^F)N<6*^Vh2ikB$HPXEGOZ~X3KnaB^G3nYxaFGw?8ch>ygbg*;S>nesy{EAYU zroMd7$gXUvn;boI5W<{H*PSjR#R`I38$e3NybPx7BO{IPu&4y=dS}8CXA$PZv9dW! zPX?3*6}&pp=Qk6O0jSGM35fkmxT=7eDH)=Wotsce&G9_BYE9@XlCJlAe`<5>7tOUxu5!gg5P*uWO>u0K;0=*2kRS;5mPo)Cp`iB`>P8lV2`|L7ZA zQqt5*3N8pvy;2ZMu0$L09#x{TOifqtucG_?i5sQwd>C%2% zfaC6wSM-o67876e?XbMe#e5wnS)gEd(9TXbqJyaUPxcVe73CsMdDi@VN@*uE*K_=* zC@9?W34IxE5i=lvhDRr1<=z#aUcc>!pj4|UZ(Y+EUH*@+*2B8FTu8B=PAjfc*B&%G zw;;$-!?i~j**U5kV;|~@-9HcIA+z+ev8E6yWzjK)SN5RG##Ty#b?ASq2(=NYhPX|~ zicdlDZJ;LT-n|QG)!B1(j2UXhk#TXY;3Utu`R=R`8#cDK|4cl}%3+BY zeJmv<6|R#_ER$_5UGNfp_al}BgS<3UX}Z~!5FPpQu5i`2H@yfJ0_Ts21^abw?2LvO zX6;?Y7+QI~1j01expP*_!)0sR+bvMW8C+VHKU`CK`t+#6Q$lm=f(;e2xUk>~mDLz# z>Hbp9cLvsA^8}Ap$cNqig~DPX$3Y>qR!;Q`(BUOg~zu)J0**8U#}5eV-}g?(3k z&X1OZ%O5IjEU@R$1|0Y7|C67MfS|l^CmHHgOT%TS)Ya9yuU+!U?;(own6m6$e5F-( z(0=jpaBcNx!u2?71!q65bDHx`72D-WGhNv+4g0=yfaV->Hz`qP7^EgzwxHpR}hcN zPp_?qipjC)NdNZK4R9I9zW)_kfsHA!v%ATdFZ)vVn||qB*CW)JF1O3mC-zJeyU+JB z6jzqXn~oBeEwDynU+H=*$!l$g9+T?b9|+UtVf&HG*y$&=Qs5lzxK$S{d%ROoXB1u( zeDv4ySGAXuv7x)W@L0%6kmFzpgv~R)Pyp05GI|8H2^<71qQWv5JD==L$Gv#@5)aJ( ztuTo7Z{p(?;DPc5uC)xM$?t(XE?4e@gM+gA^U@>WNfBPp)L*R#Ff+g?+(IwFc%PV<_`UxLQPiJIi0ST6?he<*bVZv^Ow_*ik|S zt|aKdTfsteE3zrC~#&#d3z`NKW|#BFP#Zz}^V$-PD7nP8kQ_iYo0vQ~Sk zWz)k+P=cI-nXbD2L~FX;R)@(0gn#M`ET8wbP$pPa{lx1Aaqg+S`Yv+r+_@>BqK>79 zAUL%^4Cc;{&NZL@<#zo7UV3&ExcYUbzLuj>B{Q!OBpTHix{1_v2P9=~yzYtd|>uEKkJ6`+cBM8m~k&o1VMeRE|SUooZFy8VwCQQ6Q zm&|-->6_B1-R`OP$}?l`?$~FHZc<5EvUx?XmV52r)9iJ#uXE=DCcDTHkhs++3tb}g zg0~$@Yd(IYh3Y8vO=V>Cpwkv%)F%7;SHzSi70@47=$Fg)s!U+9_POg1pD1i_+yhDb zTX@glmed32SpzqGd=3ZB#28PJh#D!~_^tVncgcWW^f=CtzHr1#kW?qfglzX2CKvlG z4TfrEN*UFPGsdDa1tbox{1~Lo3gGHltf@js#)r=|37hQ}po>10RL9BLcXt9m1bAF4 z{-zleUi~kV!G&v_4;tP981hsK3eCjU0`E|s33MmH8W}C&C3C80X(g&Jbwcvu3ErQj z_go&luqG}mq?74ik-}_EiNVwcWJPoI3PUdu9;}4 zDqjUWtFJ$$p)_8rXQ;fx^+ysbDJe-BQuO5;+}M9?7yZAijp#k`v#Ye z$*H})%DXU6#zEZm8$uqb_vdL*Goz-upgc`(As)<1rVw~xZ`;roV4N`~6nTBvzgB2VvY;;SfF~jdIn+PVia261)0TkNRnc<3%y#dM`GMl>r+F7{ zzyu~;8#Z2I`<=|Pc9nZ!B0OVkrIxvx+Q9Jb^J+cte(Z=8;#ml#)wj`L%m zrICpw!`q5z!xco(X)to4F%M=YZN?LL^srJap85K-`af^3QX48MU$dxnE=mV56F!Ie znrLHIf1izwi>tZxwICN4-bjT@N&yp&4Lw@jGq|tx8ac{kJp8vLJ2n!4i@!d#S=Gi< zR4Bgv*|#YBV!~uw-lFvi-p*6>)Zm;Uhd?CEZG_w`>_eS20=H|<>l63ha#~Kh9B2#6 zks!*PJ($06a*HW0J$}=byL4w3kl8DY3o0shZ=AES5JpY`RSh2Dt+gtc4+Q#Dm zkz)1WDM@KgqD)}=@86ok1cHS>J~K0RZOv6#RkaCvS{CM@Qj(l6jQ{2hMk|Z9E_uBz z?^6%!o*?R3^SYqSrF4x13sa^6Mb3}gI<0Unr)&%Z0_Kkqv@`?OnLg8mniuQ z4HCj+glFNoj-f80cF1>PHRT;$lZ#@Z$ObtU3iFDJ3isYf_%+vuLX>1?zlWGYuP&@5 zb_tD=rsK?^=aqn8Hm^9&uPktTsVj4V3LE+J1s*}v&%CyzDw@65+07~B1PZ&qsejfp zNqPP=ajZiNN0U-$&OW2tjRrc- zCo34#pA-Xz3Z>!!6hLuvbMJwatqbx#8nca_xt|AFg&UqF8)ctEaraRn=}dwr#RS+i z*MIqpv$L}|l=5A=LTudhf$CebS{r8tC)VLGvi3(n#6Vsed zvc17@Z@{kLAx4`FjG+mTm{%{gQ&WKwD`1AD+>hWed*YipP2<&*&p#K|t=#KYRyOtV zJXRRT!tOjJ6JM>T&7EszWL{wq%fM2SDjy>EJxkWX$N;SI;MZZa{t}Z=A{?%!O)r0O z5_0?GKzJ_ASBo&h$E#BSH1elQOPk3ja@gFS(N;MGUbooPAgba~$DIH>^aE(}g02rX z0ReKb?94+({o2v74puNFi2RD`t^D2H#7yvYsPrCGoCK!xZ*T`=AR<0^Iftk~|2jCZ zQ0NmsR3a$J&W-`QP*N%1tj;Y24+z|m5%!n}4s!l9?Z2QHW`pUr5UOu&C4|;Ll+1!1 z<7VFZl>IvKOS;2S8EPpOIHkyu`t7F3NGYvHnC`l1%9 z(8r&di8Q|mi}i~ZLAvQ9u7M)a9!iay<7WbH5%X&xMEa9YfG7UFT@MHFST&=E!nQV% zPNrs`c!7R*juK}$MP9jnFBTn>bm1GS*Gd>#FE)I3_Nf`FB|LAJCt0|A-=$aCfI))K zKJxM7huPWLeO(l+a(ueBBst9$?~rN=lB@9rw0T!3OTF({Pt3^arGQhE_cD!88uoi; zXo=99LN^uxJ2d zB(W?kEGW0sH8&T8DS9=LppkMORi=H(I63U)@loh2%(kDT5WF`@ctJzwRTK%ExZ$C3 zC}#?k1vt<}I$}Ut+PQcy=DiCaR{i0DxYQka%bXl;N_a0ZJS08y<0bJ7Ov%%H;k1r_ zE|W;JdXg7s$8mkhC2S*=z0^em?^p4}M-IONA%_582UPC=I7R~1&q&=|h{}Hl2nVI( z$OM2}`;E&<*IFcTn6I|Gm|((o79U#Z6JHCnuvz}vnsYD+QjSw%+6Ao#@Fob)LCt>t z6Z7WHlm-cI&OyQ!Wl6h@{rZE+u25PQMBkpy6Z0B_S|)nsuB{+q(|*{M>pu`RYF%G+ zzT$)t$YjrVCLsvSuW%7#q5oXL$S7_004zpyV8l&cg%}*E%zeFZ#gVD1$P;I7?NFY> zUK-8OD_T#GO6ykg-u`~$TJ!f-;eE3c3yX{33+29gZ^LI_I6hl2_#Mo(I3FdFBWTdQ zb);+~PKq@wmlf2`Fugw-&4tmS408z9CVvXbKlv%#`w#NoUA zU%>kiwT{fF0}QH4h#`HCJ19dJ^(4*w8Uykx4jv;iM9)Qt%m+_w zSQMav6Rc>!o-qjO<%Bl*4(0CHE{czRCN7`Dhd$i3hIdgw&?c@acq5Dk*vpY~*&($< z2cYxF>`grIU2maZN8g-5^m*H9Re@7xaqdg}xLfyXnAoX?9yiU?!3t%p4LZXat2O;d~|SUIAP?Um~7|rG^fBzikJTLXY z_F9wpHGfGjLqGEDAcOk-O#yIb?Ow=>3+|w zibNi54%n3dD?ajFPHXyv7toAAhXKT7(($ z6gIYg7JIG-#p6^XJiB#%CT&)X3}A#t6+GxaD~E^pSAvHMc>l}}*x6fP`=JZFU%B~R z`VussqVM1U?`x1YD^1a5>U?FOeU#Yr$5;MGkrFXt5wUD5>Zbz`44b6nzc-@j&Q)@Q zcL1^2Ug!e{!beYhZD=-z_Y%4Vh6%Knz1Up7@PH5>AES^sTiTdVNNi>!si%QC(uMkt z?jl^V1)0wR6V2-XOSzn)%=oml%t#!kA&pcfi3GvC$Fk2cD^)vvM9(V-4~dSzEITu$ z>7fJ0Y3J^nH*W@NR{w4C{^`fBQQ|#3wYp|-4CyZVUdnsb zSr>izF1A!S=LXNcMfQ>Nfhno?!Rr!9lr!lnj;WT9oD2BfuljsS21Vigh55(^V-Zt3 z;(Jwxl9ELr_?t#!6$ODp-h^B99j`ykF*;?wRrN8<`zV|)>SS_mY{X8SjE`luitE32 zKti5)j_2T$@aOU8eayQMO?2(5g39?3iS6gNXPz6lGPEk5)>U!EC1BQJQemnQkl^5a zP}z8%w~&v-6z>#{laX=qX*;8r-9N6R%zO?BqrGBi_v6FNez4rpttW{yN8CF;Ss5N< z9#@{eyXsVV_ErE)3_h;KJCucyHQf8?O^O|ELgob|Jo>(l7BL`b%5=_9acD*IWg$-8 zzijxfQ=I@&_;Lwdm}QCB{>K;{^dgFu?D5$y2bs+EeW?K>&#Z*MhhG4^^5zV##qv^N zaw3ltPbS+obP*BmaHfou;bsJWvyv5}c!Y<{7<1?Zmfo7Qk5mIEIJQP+WR(=#C+a|; ztUMTem#0Kb2&u*mc6xWi_24(r<I3R*=W~~9 z8L?555JJS3xO;KFroPp9`HytoXYVWBxbzv>6N5HBXD5C;3dHc8x1j1}=TbMaGcKbS zGztog^jD>!LXF%ZeuLCZX>oWE=4+IFBe^`yC^lt zZIezfehBq?mc!YCWWX5{zTUu-AQma?s%|jtt;tdJuQo;zZ$SFXQQBS!Lq&R}5mT!E z)hipnx&+5!kHKdSyEwGYYjnKJSsIpiqhD9soV~N}{7NKltj;{i7o!FvFMkURrKi2% z{pRmh<{XptGuI@U`oc(+p96P^fTKUdE4o}7T3X*7Ek`!yZq(|*paq{cI(zulN9zF5 zW@}F@78d989FC1O?hn@|^WvT8=whSAsJ6_M$0c$>J6T*f3fVDJB~+qKRG!m=ec#&{ zg_oYD#O_a-7-dgB?$VoY)?2fkQc@KOi`>eu`Bdua(%elB{;@OKl=-%Vxr5WRNSuwj z!US``K?p$j$XIPZIdS%#HAfL*wVa#xB z$&{?DFK11Ad(I$DdV1jD%Xo`GyoH+S1wMX_avF-g9dG>cadX1g#2wK`hE!doGXG+5 zHqv!ys59kU?&-tKwQ?qWeT3bDb?0fdn9}7P#AzKWLWAkC5D>jBYe5xUoYGxG7wd^1 zyuHFET{ZLcdg(2@wSKAv96s`o=kjl?IrylP{eSFQ4zjJL=i9u0z+R%fRbUxjYx9Bs z^D&w8FVn817jBhLT16Mj(`=LWfX$t1Uv^1gZ0DIB-tummWIr)B(r?0pmd(zZj4bQb zQ#x->)o<~3biC)gmnPt)2W>{B_EL)KGDk?LHN)7aPA5~cinq|0sEYe{)1jR8l-5!% zC*fcP~q}G`l35?mSF@>U@@ArUr=)IVWQnWS# zo}0#~T9`W|h&?Ima`7E}j|Z75PJgdrHT327d)Ay+5!MbuC&;6&{KqrmHKmINIRe7hv;-+Eu(QOvw2VT!Dlx3{T$=tIl6V%SCv%URnu3-q2Xy3lP%+J$&k5z z8&lvF7S^b{YoorGqbxvPXa}`&RWr@7LmTeg^|oNdI~w&O##WCX3>F|$;dhy1XK| zm(v&+^eQb5hfkMWl;KAFvJ!GW?Xv3fk#0YKG2rYGqGv)O(d65{jR;?`ss}SNbyMR z7R{$*i-_bi`o?%oFm68<9XwE%Ktyi1=_Jy6=f7^B-VBo~9w@`jq2mL+fD^hLe~AC1 zq@TRqB^Q-vT+{k<54LC!-re)PUHv2*o=S=aRFsQA>;_ZBKb1m7wPfcC@`0?X@w{G1sjMyn8qzooPLvav+ z6hR>dvPo{m;2CS5BF~uVCb0|Q_mt%1kF#%FE}h4$Z#Ooh!=LVPu7g)e)nx+;mCQuH z6>ify)AfeklXpvb!sXT6Pt)j{=zM8hTs9g;s!C3?s~)0@j^@d|@D<`Tp|$KMrzg_6 zV)WX?^=l7Oa+jurg;`e_zIGaMzJz)JXo42#<;wxM2tqoNiA^;2n-#$d;*wJD&1LZP zFgR~s#Bti9px}HPZ~i%fJ2V^oubU~$S0x|6+@-xLsDXBUr!&o`vF0mQD*`4RzjS5o zDJuIi$F@&lB;{g>KhjG%AF73OaVLYV^6U-~}He97qKAUvzB!srA z1DAujVx}bBg3o+w%IWtQwpFqpy!Bi#<7?IoyU0oN15P3xqduHBn6tm-r3#hXv|sJ3 zabuy3avT`J2LncKA7Ogz#6vx=DKA?1I|O|;GqjBUA}0Cud8r`r6`YY)^i4=es9KmA zy!=bZNIK-m5m9?f+T3uVc3B&Bhl})c$J|R69>=rQmORXsD0&n>E#~U=UB8`e4Oiy8 z)Xs|7is=LDF=i*$L3mcOFu(nR=R=M^Z2G~+ghnHT2I3gsgL3k^%`-)r&cE=V`be^` zupQ08`auNtZv8PizdLu<5h@ck_Hj#?w8YJ&3knj}15CjOK_*e!?buO*n(F%;??NmX zobM(NE>ox==I`fp|MPQ>0-4#r%d$BbhyJlqz+3W* z`1D`-IEIA1HnDnSEa+sqK~Bq$U!ruJTj1-jDd%`~{y5djD!RZRNA1LU!|ZOE=;$2X zZ$+1LblK=)UEN--YTD&eeDLnX%CQ57cDG3Si8nsh!5QsJKliOTSGuKUgR4C3Ijo{# z8P(KXo#xP&RylJ-xjb;)@ie%v^6(kph3=^_)~Mk+^JX0r&VoOFb+&czGZ^TV(q0<+ z2?_Z1RyVj+|8VT{tCnU@b>5~zR3jRn7f#t&y;yH>1i$-y_X_8Mb*Kq)>yLGlbSm}I zN41~z%`|wXSwY+-mHjwc3aspQ#`=37O@sF%IM?{?+Om@OKW=NpclqwP5Xbdl#ep{W zy;s)Sopcg$9*;{Czi(4(FT=x=qr0i(M~NEwnP0E9t|i0>bQXlsP(arRz);3rfwj=*~f9D9=Ay= z1Lifh7HHjAw~TLk5$VQf2T{PIsodG~LELWVTT3YGYw?617aH$8NOa(Ksw^$18&}Ym z@oVf6LOs%t;4`0}_56I|uu9U~#8)N+ipnZY+pKD@gj> z&R_NdqEg&z?N~gX?FggMI*I8iWj56nZ6BngKJI{a^ET`FrL2kJ(fI{b>FUwa#eVDV zhGNM#W4EmDM$2EkE2)oyR`}RAgS4EwFp9}n&AxrXUI5uUHT^DcJZbNDX45T-3h{3J zXNQ)FTvrTrlz-y3PsNQclxI20kP8Z%X;Qb|t;i9iLuku*bgg0OJZo~t&n~}ZF;AEL z1<6Kt>i1E@%1#&GN;9gSgI=jY^mS1!W5H7$IIR7um^K9JJ))HTY8#OTQIAx(c3imZ zxE=oA-#KEn&AG#O#G}SIP<(o9Ic3@XnmEb%EKI(GE{+1uR`D;hb2%{!6*csgRRFs2 z391d)w?@xO<(#3lF)_z)(=!krru6Ri+qMX%6|}nFS!ECZ*wA$(QXMal`@nmoZXB?eYhU0c>J)VS=_=~zU>^=liW zk6_ggmUL0~-%^R&n0%8hoaTinK8wC>*M&C6-RO`=hKE&&jkm7GIN2f;{_Q0aHA*f^ zI6eu77&EM=qeC&Q`R?6U9nYcrxFmtNS%^{xEf$5Dxl9F|wXq`thaHSoFp+!1`|#RD z+kengnTsbj2=^2`+;{uoN#UHj5X_$aI(EjHxfVT_=4Q;F0_Lw1^LKTBvtgpzT+v8J z&& zsS|NV*7xG}UFXdx2hV@&zpUiRjWfLIxb&p|c+yTeEVJ{(cwz($d!<{BSF!t(Z&^pF zHU!aR4q!{|zqn7;Ss2@)1QG?|lsh&(A$YCN3(Z_Ima?br8k0{k^JJNn?AfuxwncBiK9RMT#%yV4 zsBYXiOnti&u%ab7{pG}9m>t+2OvC_p>?pvmGV%JlDmYWN(B2rNE9oE<*?sz&HlQoH`MFYM% zas%0=T-Kw@L`YzjA1+V1a_B13mpq46bVUllEc7)}JTDQDJll@{3*M?59;DjfxS8x_ z`I1O=x^#Ei*Cf!%#~*ZWQhYk>&~ij{>1l;KKuJi|i@kV`Px$D7Ya&mt-%rZ-s@3tt z9X$=zH|t~L-j#^sPVR#Am(<9S?oGG@+eNRmaaDC;tw!aR2+1cuMt-hPVG-=Ot~^Bk zKK<-0O=7A9-;R&&4_QvUJ|pWlV&qgIiN_HZ-TirLRdJ5}mAAG^amBl4tQ=)hurikc zuIWe3$Q!B;r@+KFno~M2_~uxZ=#@SlX4;J;&96?o;hXh*yGQM*t&XOY0|%3@VA(F; z?-rxWYUGBWVy?-r*iT7^K<8>&XNuy9s)(PbwM^$8i$_>LIJ*W0=`o`&UY|DIiKbg3 znS1K9pa8>;-8M&EHWt0I&-PJd(i7S$&1PGtis|)Bmhr24s&%pwsmz^81zaCLzkVEz zO(py8or6Gerr~O77k;GyS2rw-_+bHGR-U}noh;<22H-zrGTFUH9`gCs!Z~8~U$j5Wh^4ZCo{xpG{PNQsTI9tw+|E zPi!0E(IIis8NPp076@Gpd-xNg_mYkOJ z&k72Rp#t2DutqJSb3=LP&6yc#Z->T3#PH#Df`wtXyXvN9R9Y>9`Qut9RkXdmMNayh z33hU)@j>KK`n8j%PjO~7GoW6 zK`37dEXpjO8wH{>WBAT3E-ai5h6kIGzztKQ*25 zV)T)r&aa~k&X)?S;`B7y3i34NzL#0PQ`$qx0JV$2huhF8?n|JQ0 z7KT3rxLt2xT~yo!b!Lv2ohQ%#a_@*58ajTbt^DJ-U5rclG0|U5@owxQ7XKD5#jEG; zRBf$|?O}FmzVdJEdt<}utAttWpq`;~N=X4>5U4*Jw0>TKU=KBrqu_sKi*xRIaV@R5&ud6-^jNFm*jiDn9B z%pprgA@-+5R;!1iaN$A%qoC`{D6R)>Nj|G0d%}E{$++2Gxe`@1;nP#HX>#|b#y3(< z?B8>D`A*4S_;vJ=Pfw#=^UG}nmi}0#$9XPEJK@Xo@Dy8we!Vxs87S;8>?Zv;KkDjU zjc{fH9sbHYarxt@NYO*K9_>iI6q)Ngy^`sdu?^vjjPc;q_mp%FNsL)MKXMl3|B8e;^jOxT6XX;f`xPZ)KTG;zo_?1M;^%jGy@oga zsEJNS_%0gWnEZ(G@fW)ibeFOgBjYr`#8l-o1X??PYqOXP)6xSfsoH_{c3~hsfUB&;yHFtts3*Y_t=|3Gs^4LKv$3Ln6Fx|VY-OlZl-qy4` z?u3p`_n*FW7zSug!0m9mbi*U`SPLd8^w=EvI@;UZ*z(IuOaiHENXO|ZY!ywo^Z{_{ zH*VVW6t+w);>n6rt8!UV^@Iq$3aBnr^(QEJ;N3`y3`BC1Qwg`a>J*j?_|n%m7x}N? zqWhY^f2pn8=clN3&16CT3QuVKmt+6_{rUe&bGl}-mQ3J(zB+}zahiQ~?sJnm=+Qe3=AU$+-Mln5t;>&+pSJ!VhfWaX zx7Oef%ad*#Z%s=u-S);%d5Vx-OeQWAGbL8-0t$g7G8Ki)DJo`6i*?y%(b#8xao;Z*= zNp2@KS-81PMt*~O1?YWLZT!BF59V(H5Dq~3SZQP9CTA{)PncN1uQk zGifNEbXy6c=>cHsIbqGq@ezM))StMLMz&QiUm^kMCkA0w^@ieUa0&_J%#VRbD^sw~ z6V=}1Smze_Q=*SPHRYWXAn8%GA~Ab+jZrP4Z$t6o{OAiX+X&4Jb5RbJhA22kme$sB zIP26R64o3@UakaUQaViid2|t=;RE;QME-^dMrP)46#ShY*b|kUn`(so&4bK;sB)&e0g#e`PX=LmxmA#Q~*-U<;1Dr zl?&dy+LOSjl&mbBqucMI0HgLN$YpP;Q2U>urTe$kq~uv5_Ao^qIB;M?`ukaAJc;BR z*)14JA(K#T5OSFb{tbuqJ&_OFn7L)HA^nNcIn(;Y;~zhL(#_wRKvYd%KzAdQ2B?}o zfYNXU=`ul+aP@l;5f&A9wy}v@GXeft+avvn%sGs47pidqo%5buuDCF>1$9<&&Q>)L zeJ}=nphce>|CY;_FOwP>L7n>x{Wit)cA*XSAD$h#`vo0f06p7j5?VJ5q7_tQ|3yyD z^qO^ro(q4pjsP`4=gODo=_9RPNc{~ko85hVq%NnwE@2I!Phz)|1%!px1*BLR&}U2h zZnVE4G$)YvP}=a^?V@Hj^jSm`6sGVuu{K`1p*~6bxQ-4gzL%k%(Lk8BV4_lpP161z zmi<9fQ$92g5ChoXZLppZ+^RB&GlGdE3+UK^i9gB%8n<+0`@J@e@h;9Bg5P-uHU@K+ z3^R%C9J{ANr`W|3!*pY$g?Zdcw^?eLf{NUcg5!#|tpgBNMHDE1OguE$c zNw#$_s38LlDG>)Y=4q;_1^$D&25Tf?4&~lxjB$XJk;8`xBLw9;p#RT;xpiOUlO0$U z@n_qMXqB)s00P!l4dK{^rY&j_&pBIZ4+j!q%?sBaH3x|EV5rq1x^$rF(``R-7OXBP z+UST7=gnwQinCS7G}coW(vm1QztrH!8nm3SO29GK($k~ATk*{FdQD@&#dDx_LYrnZ za3YFdSUB}N>i~R(pRf~JiTsVE+Kyy~ftx>p4>*C+OUiY4yvFuZq*;i|aFZC}(@Gh+ z$h!6W0*~?prL1rYSFBo9ivBB*LOpe}%YSP@B^|lBf`|~o8suvCS(N|&`fP^V5fPhg zL$vXE?#8a^0yLk+Xj>tK8XgVD;4lzy`fyvJk;l(96l&4~fUX59W2Z@=HY~)O?@1A; z%nwLR+;LsdH3Y4XHlw-;TS6NaMQGQq>tFkG|L%=EnrWD}QnyviJQYgaqb=tQDdjEsYwv}^YY_tCZxOarL4f(DW22wsC6);YJnE8;x!B82 zP60w}uDB~e#6DQ1!Cd=J4Ae$-CM86_BipZdVKQT8baCPAKZqxm1W*v`?KF8<2MYr6 z!wOWX=F40U`yoHwdR70_#pU2V5@QF5D=O&xk$T>N&jQ=Y!G8t&%F@Qh;y=Xc5^$C8 zi)bj`Yh%y|MFR#tDtR6?LHNzu^%8rjmnce&S3ehsUvOAQ=N{_kjsP##jWXJB$ur+@ z2&fN?u$92OIc#9?fP5Dm87pwE?mT{+hC^l&sC5#Kk*Mszfhz?#%+w;fbubjHlq)&a z)Lm}EBZk)%hoKD&3k!pl`iOQp8`PagdD)FUDmnxhI7>-i|CyaZ6k2`2< zy91Er!IzC>U8C@D^kttwEsF8^Hzn_~l)hx;124b~C$Hv35&c&N!ZUO2i=pUkP>Ql) zFu2+FSgy!%Xzt8xg*jUR5(`+BvaQ}|kAOdeCGmnWrN|zq5-DW{Y8Rz!0YqMhhFA^Z zM!C+L3GW`w1SHP3agiQia12K34YU5_(UpK4as}%Y1@>=-C8M!`aM{F$Dtq_lGiwKE z;H2qReExh0W0*F58oi!uYNGN6`ZlqULdKb@(+gK_t{31J5?aM6<)nfx3&fWpAslnn zr3)8KagzZwd8tP6b8&gF42iH$%>4ZdD3}-&=l`t#Rq$K$+4JY-z`W~LT?SZ_^t{-9 z^Z^R+JuJ{UXoeK7W8(-K6u!j8;5cZ(>j^qt{d59~IEglou#_W;m~Z#)^x7%IZ-Q=5 zchNV@{&h>ntg(TC!TA;xUW(iVP`9UN8=Q^_K$>OcdJz!Z0daJEYAXE87cHXqOFl){ zXks)Amg(yBameIe0{qA>cOmn^(dRN5uP*|mIsWI*Jq*(=PLIhgu#{VRTSstE8kZ`ha}p^gNrs=+lYOo1g10DGskRA8nREb1uGU&0?k%_PZa*}xx z`qN6@g)s)4NgENfo)lZd#-JwqF;U%f|gw5m4_hs2u3@k3y=Bv8M>lLhF(O7 zQj17?e0==&!u(tn0>o}mV(;S|Wn^Nyhudj2XhBNPA%@bu+y;-#qhV2spC7{+4wwB# z@vMpy@DU%cb8t|QweAGkcLBJ|kMPYb(Q%}6Xh;Zhl65S%;Ryy*Sl)piu@b=9ZSwLa zy`N)t^Yde;MU4*V$-;7#t=Jbr0^G3k3sbhfTuu5M7$nVMf`dpu8 zq^Q}IEc*sESl7*U-rpmyXiX(Qzw0f}Zpw zx+GX)tl&p%A#a31Zq9Xi8W4cSKKntJeU_S8ynzdh)oG=bf_kDc+C>Y?%o z94Osv<07waBEzF%jM1dIk##7kD=kiD!UUN zz8xpmk;kLwG>ooiNP!-35xsO$7EJ2;6yRw>f$oyK3vWh|&5+FF0nL<*aNR4LVIY zPX7u~_Gf-;{=yV}OyG_Xjy8|?jM+aNYpQm31FIV+fUx@Ct>A7)MEHYC#nc@y*tDHwLDA> zS{yJb;8?Ps#%c8g!PD6EbVhy}wlkbF!Z;@F$v}NZZ?F;O>}hx_gYBRn6J-??*C}OO zpcMPe51j_O%g%Yk9es;PwG85=Ae?a|{)A)1CU-$JRqxEz=u*5IaL^=-$?4xP^6Ownh1ewYws08Ahg!6*kR<*2@q{b zU^CG&@od_8`~V|Jf|6|>j=K;>K!w8#NimnxtHy5#kO{Mv{9V%ahViufo>7Gdm_GvNB_;wvv6__Ik&(XobBHS3v)XA2>GC#k&}QuAQdneuNHZK82E>P^(R% z4uT#hu2FkCFYxjQPz+yafsUe=#t?|=z1fZ6V$cJX>;7|0^vb%@X#>BD+915URDd3p z#Q9>~Wq1vTL#e4~eZCjmjFjcs5ADU+n9hGgGKN&jpzYX3B6U+-7+*uAK7@~n(DwZn?b7* znx-7wgNA#a7JxJzDPvU-O~OS?mhupz?Y!9Oq$VX4u6nkEj?M;i3kx!PYXeE_fqsfC zVq#)!dmY#Wg@j%pBIQ!>V#C;~pj~BJh9b-eQ5eD?pU<8naD~lsa$M*=mpc9e$Cf{G z?f+(fb32XJC#@&KaVW#23p~(P28Xfjw^Vj?!~)=8DtS&wNN5}zU4LE{T0a;;#P?|& zujUhwbfA1u__Y?t+Ixh2Mrk>udmf63a^XAKb6>*60VQ33G6I1s9~j?jPC8;1$gFKKfW)tzu|s z`1tch^v~i0{c(TBXz;l~tX+GrU|I`sD zn6!sQEMbZu0{0a(3)4P}o2X30vt;P-wg*vES2RCmgqR0hcsdHLQ(u7c0JQT4*d2&z zl3ZS=KmKZ~qNcVIIVUZ|{G`bc_A1HTX&D#<#Ky*Q@J4{XO~P38uX%?|luP^NX-R1v zDrfB^E|K`b?8YJT0TRj(geGMD5qSf0O}dUlVUN)Yz`7>trb}1ZzE%aqphsgAxM5xvL4$o-6fIHhQ#O z6d)#!%)*WxB#Z;cu?%jB80h5KXI%*M5HT+g7e09+JHCd8m9*VNDzi(fcy=}NjJIN9 z!r+3irx|7+fc?MPmV!P+OASupC9!aE1>d4)R>jo;~B^=Z~xD``#;TVnxW#;-PPwqrOA?3yKfP4(mCbBU{(Cokp zjieeh=`6AhdqSkzZXq%zAp_>R0(F>{uwl%SM2LG28Zli|dcKFx4VPMbBx`Ss&q5v( zw~P+I8=|~B?J6O^zNqH9$1~fc5_ZK_$KCB(_v#`()0ncHHsE|4AWU+T4b&E8f z_~v3Vl+)sL7waeCn^;i&zdY2P7ADgOh>L5}ujbf_^+5d4n?XT$eg1XvGFO$CmscUP z)f)RSp!NR#XMTqy*R$j)q0Ka@jX$6`czAWo~JaidXspK*d z6RY3HI#@=*+@l9D76iIR4CXO(>)&?dwIOg<`;9jv%9$lr|Q^-^eyhFG0oa;|~zd{5+NfD=^p vOVmg;!S5x9vv@f|N>kNl3RKs5A(IhzLkGNGshc-5ml72&lA#w35;(ASzwb-SF1& z_wKmkzH$G9#~2RfJLfyG_u6aCIoI5VJW!Ph3Njif6uKV@g*J5w8$J;l z_%#QAVLIPc)Vu^gUYAUR;dfjIg(uD^6rmCF2Q6PJ&k8;ib&=I}d1!C$;%ek%hI(e? z;$UmY#l=CKhv&bKbK5&v@MLd`|3snaQHnBmG~Loy zf4jS>Se)Q&ZkU#-TxTFAW{3@b!&v#@hemDX@Ir#ID zz^35C&Eqy5&qtqdHJF)WRm^)gqS~3|Di!%HdbuY1p3irFPZ8+*(${UekYVviF_zgs z7=EZ<#|@$p5fc-~nDL=8Gcqzd@v5LgkOTOn((o%IPBUgS{MzxA_y42A8pEO2II}bg zw$H@84oe0ZI?a1hg@Qvu)Wz``ouqq}aHM50Q3C@5mk0=YDjKavKH$liP}uzV^wq%k z>=iMS+zlE$Vli@7KN-_&;;!rAZ4p#t%eS9AdD6eK=kWY_&vRXCYYquX$uOEIW<>=x zwV>MC+V2O7%F2O3LGq=2iZZ6`w&<*kX+(5%gb7No#>*|3SXr@+jEo$dotskxEO;Gf zWb!pR(#4#y>pc%%M@13pyG>)E7!}h6tu*$x7#JAHZ@u8+=jRXaB*ex2%2`|&Ky&Lw zmg8)jgR5)%V*~F5dx=8bD!Jb^&xy&%f)a1)ers;VFlmp(LY+=toYCp~9GPKaV}I-E zA%L4E3tEx5h`$*)^F5j;)BEDYQv2l=Gc)taet0;(N-{6nqmNpz($c5`0s?rghx7Fu zNr|uF*q}l>IGEYknAq9BTV^Wd-W@M9i`c(u&_KPsyi6`=N%ZU2uc?)lH1CNt`-Tu0 zK%>9I1<}m7C|-vt=}&rJNbKvju;n7DL&nCmRnmkBEc!B9UlUM;ci#3rm+;v8`|4{T z&TQkw84ui1-LU)O{DcP?=nP5EcWRlpZx}R4pazNuy1FjM#KdfFZ-0XWMAxppijTkA zoho!0wYi*^$tWg9F~X2{LUv)J%Fnor7|nwrvUFVd+{a&mHtJwKc!%svYv<4Hs*;9Q~RWtU@o zcUpp*9Q^6qw^x@-ZAQ7XGoMXV&Wo?_jT*>*ahl)eGU|oZ z2IXhqbJS|-YiW5y{KcxJQ@5R+-O^;EZ_%0BK9$$z6k2R-Z2vpi%Q?BZ)4#qrze+qA zQj>bCRj8Byq?{FwmHGbsY=wb3T&tQ?iHr%p!Gi?s$NtY&596@?=Y%vw8z+kNzM!+Q z<>@hnV4$Nvc&|bMvC}$NwxdyM+$w>Sm44fsa<(m^8Kx#WHrCih7vApeyndY|Ps|K6qX#7OPlhNtngY`m{P>mwSy=T&}`skyoFz&qJ5k$bzl-Q|kaaOrBt zS?q@M;}yLsNsrx21qB7>;mN_&#Q#={?L_6xJ~Wb^G!gj(jz^)7%+HSZATRr~C?}eV z^w5eqVRAk$lBu%$y*U%clPI{Vmnvd^g^rF+Mn=Z)aC7=Wfu?qab%Od`%l>?Irqj)4 z!r<_5nK;(_Q}gq$xS!Tc!A!M9Nu38X+#rwbZ~xk zGKwVTQE+Hzr}G6wb=VsededO8vU;x4wNKim=v2bC($dnXws49-TvFDnwcP>nH+8S; zR@#2;h+*Qh`z3mKc$fw2&vK&jSrKvDy`U?tTeIz@UPn&dX(EJQzkXdB%)OkRo?hZO zD~EhC>2q>Z*mev>NJywzpn*l_wTbrOaWS{@s?40IriQ+OGE#^->`DpgkpdNHgsuQD zJ7)+F3BUi#ukibo*SP=tVO7kh=pOa7BKCh|3N&)7_1WMW5s+gDX(gl$4e8U>}exIA{9NVVV8!#33?T?=bZ67Q3#?;!2nKz3dFNk6C|GeNnT6_w#Vn=6ZfNCD+ z;Mr%Lo9S=f#AIaX&z<~4*Ejh7rMgC~v%6d7?p<_9BcWafim^mQ zM1D4-MdM~{kKp72O%8Z3T*!1~@oF+M`(e0QD!U$%+y)K!6*>`3P14mhHP_jRp+vbI zZZg!>)vY?kD#7;@Vqe~JU7tGMTglfdq_jZ~3C>qYMs+d^2#~_)!oY2AZr<2F+w+j* z7Z7+mV7V%MXJ#)!1u_p(zToi?{1Do5e%rk;T#{A9lxDSbIXyU-D^SSq2e;5QUKRec zO@^uE0$T|g8Lid7kLcMIZ7s~ulDHGvN=^KBX4P&O%?bnsf-kM-~DGW%-+=epRidIFVlzwIs$MeN)EsxIxg9|?64 zYWVjGgS;UIsHd>ff`Wo@yu7^nzc^b^i#pKvInhdbU>X=093CApFflQWuCb}6OOF;k zo!;0WjF1bAjwae&8o;QspTtJBw71{O)wolr1v!jL?%=+Hf?s*LfF{Sanc3Me7w`A^ z8o5dtQE0>|1{#BL-wpl@4mn$23ZbSTmF8S1a~IHj{&#NGZJC9h8B@Da|HqECAZ2$l zAI8D@ZvoHoSmw8o1ChG>8lNIyC{N8~<4^r1JiNOrKMG5sit8Obsj{PiiW!(HWV29n z20;l+?xvTwcd1GHm2^qZ>s?7a@(|-14T&YRmoE(ma}<#~!1Cm??9aMO7x-A;ou#kc5bk{A z;d^}HXFp&5tgvYYAaioC5fm17nS_)yqW6|@%cakj1Mm6|A-{wM;AXKX#*z=KkEto) zY0`P26iA$eYLsFR&%WYFD}`FkQ>>dX!V)QXm}mSo0IS;P%p;>+uf_%Ujrj9#E5(hG zacpWcL3BP%FgSd+W4x#)SS#uU8Z0vM@=Od2Xt=nzC_f>aA6bA~AOR{D@yi3S@x3@B zgQ4XY?|XYMsK4IR)n(%kjqm9e4wTJUZ%;_GWo2b0M$Om?ukZTY88Y@shR%D(aJI$*oay}egDg>sN^ zk)ZMOL!p{pT_$?~_m=1qTy1oizPsOG-*ANe=9VjhTOnizN=@Xmb?N|N8?BC&F8!_* zIXyi^RwRPdpxkvnYJhn=-dzra@3Gdd-u6CjYHe-JY0tTzCQL5o#Qg2sH=^s;wU$h# zW@qCTO;Eveb`Yb;a{)L+gW6KJ(|b#9w9@xd@+T9x#4_g zf~e=dZPA2kx~Ts(POYY{F3yuY7}jyltgAUCsp5|xKSsT?|J9kmIgqE8xjKP744g;4 zmy*VBh6f>4>b7M(T<{PFV3`~+1xHw#dS-;=yeO%&T~au{1>osg!HYszyK=rsb9_Jo zWC0+C?*q&rgh&v%LU$WqTJV}H#6U*+aZm?ynlL*JTFly%AaCN_G{eF+XLp0Qag)4J zr5%<|rQlj!Yk!%Uvdiiiu}NF_okpLta63=P+Sr7&;nU4Qi!}!G=nIb_U+ZMxviPl@ zjeLBJgM!h;5V89u9Yre{9yzq^GFI;i%gH{ozSwrW%x$MfWNRVK-WVSJ5+Pyx>Uepn z)4Wpl$?ctP0R;0Qpc|(9t=;b$QJ+({bHZ<=8LBOK9{3!OKD^vTf6Y`=Tf0d4Xl-L7 z3ebk((e^y7+t$iw6D6)2`fo1 z3wf~==Jm7nNas?enDYWXFE8({Qa~gW9{Z~yYEoyzOV#WT-x~t`ki(rCS|qr9xl1Uy z#jwc_ja=O2M#JfLmzRl%?42lo{bG3!508wfJ9n_JPzUSRd%T4Ne(CaM1Sc81BM({q zoh>gt+0fJ{71lWNH^8E6(6Ys}UnVm0e$x+y!q=zOXjYZmxOADL1oEYJy@!yVo}R;EFOBV=ItqXc`MOm_18S2E-cS|fe${)D z!JFTKtXg8$bzQI80d27_^WRK9U(u>N{`=8gf5`XZ!~pO-4rE)d0TYu>6C!Hr^cB7v z3hj|J(`#!H-{aV_eJ{>gLZdqVu&|;R>W0nrwPI<1Avs*6qvuvV#iwB8|El_Ccl<;Y zS1_gtvtOrvpK?&E2$MsT_m4qAtXq}mno!s)5*nH}HW@V#G}8x@zU`0#5Hj&HD2R!J z1JB>zU+y3*DoS2kn;g~@j`Sx3gk2ax&eHyDNsJIL$e^=}nZAGk+7Y;mjzS8Un}^3c zfZtzctf1Ka`u)4qW6yfH=qVK~EiIApxYYxrC#n6OoLZ1m^kj@*TTh41dY*i3RP_iW@9?w2G z@K4f5Z#dVfn`~`CT_!_k(JR40J*cfrRtm$VSHE%voq>^2_G~ALeA#pVQ}VIPnhxJ# zvmOwg`8G;v&gXj^4l^$)+oKj&Z~0J*dT5^N)pPW@pX{v!K{}rQ*$62X^q^mjzLQ*w z0MrP8p_wF>ZIh6Y1SBVuk9V>$?ufcQz+V^jyq>R3Jk~f__noc@Gx`S4C$!IZ9~Yxn zSQkWR=yzIPT;`dxwGnJO+KH?xaW^+-)w`T}+;|CKA^_X;^h3#D1zej^^s^HT3JU4w z*G&sO(uP?_eI^R1zD%65vhJZzDyA#8f8*?@zrDJIi|a3!{k6RBb{La<00q=1Gna5?MIfAaU*TPwT3?TRvG#L%rZvpTK<;g9tl#c#Kwh<)8d*EL z6=+rY5A&{oZbSrc1*x9=cZ1~sqvl5~0?G(%&|})E?Ca2^hxyOXPd2pc-1vsAh5m!a zcO>K$6fUvePkq_oee!K$f+`T303C&3shc{V{c3A(A{J!=QbcyVA1&; zGQhVrqmnLbml|Vr#r=e;GUjUNi5Qr2?@uc&i_NsTVCRlIzZkSE;gV8d9DTW z(2m5P(NVHYpJVnbG~zD-SH6Q>46=;Wi`B6h@9ypt0X`@wT>5q7rKP2tySp-wwSf08oe6}4YL2Vu_X3lv;Ope*gl;{0eZm%- z)kCF>7$za%kLO1HYU6Y9H&@BYZ@>pVbNrB&asgX`sIBNxua9@>QZy8T1n-lxlLHnJ z5fQ7kpB1bLN$KfaXwi_ooqz8y4KOXkXbwVUE<2F)x}nHOQ@+~Q9KnGDqtp zi<+8RHeG}q6IwLjZ8o^{-uiD{>&b@t0dJ}ELz4oC1-RW{&GQvzdwY9!78aJi9l#+< zl>DZ_IYY~M;cTL!+JAo(rVTW>{&AOw>J&ZD0N=a^g`?A_E-)}K*L`P!f~Fh@4X&RH zD23T)0_NS(Q2r9m4v@?8@bD}fsnb^HL6utmQ}6jo-#~G0kFq=ms)H5KP7QPO_l%24 zRK%U@h$n=Rel&ve6z4sF87CpBqnHXE#v$N+V^H{cobiA;~)VE8R&cwXV-$pzKKM9NmYz-jdh~Rt*xU2# zia@dRqTj`7J4F(A0g#}V6*kW;M^yvT^L)1{ZGO0*XSEeP^subhFJ-=Dkj=s~5i>4> zo*W;K32GXMW>jk+8A<>pPue(xU{fzOmNhjs1)atOVI`9dk|@)Iqt1`rc_)Dsh_s#Q zz5k@>3?!CrRa<<}cZh*E1rgFQg1+LHA64s9A039}@Hd_kF37Q4{cM7ED#ZfNm#M20 zop$lVt3m4u$Vh>Wjg137AO@nKk`qqN%^}Yc9v;5ROpc%U^u8t&x{nhb6Kp*!G-0r`}A*8)Z9tDGCc16hy-w98C!fwPrB5&>K~zSPkAXlyS*2FeG(qn7}088|tWD|fD% z1C0%RGeP3!&EmS9LucM?88EDQ?ey#+pN|(8zW|-#iq^OqfwZ29^#>`xMIx#bBHgNU z^Au8D7-rd|#6XlhG8D>&b)q@aUVbP6fcZLMMy zs@D}5bzluLj8>pEO??gA z`k`z87KBD%8z7m|;JL-)u_=VG&$F@LTB}7#bu}!pk{=% z_8}P2{gd|FyDpz8pFH6Zw0Ym&Csq4xa*`k8Q$}5z_;Wp8cmC+;2Y71}jhLQpN=KA8 zZ##Q^t$HpTgE~GsLiDR2g}QPl&>eUMblq!Xac=JAhesdLQ3#wax9Bqlo!=6Q@BSG; zjaPVTrs@bM7b!)eE-g*B=!~12`-^_Mnkt{hu$7#Oq+a~foOhSa$c0W^x?eXEjP4A` z)4f%UV@(F83@F(j-p~lp0Rr?9B^ZdxDKIR{@iG<=;!1$1EbV!KE`J%a6Cj8?P{WWu z0%X|3yA_vh9!MDH-kx?=5+QLHdc^rbwEnTc%Kee!cEhQzD zZR4i1*!u=yH$VmH#l>q{9yXJwde5huw|)PP3-i!7n#scM?ek^pI8?qEr!5kT_MqlY zUq;jRylTHC*Cat(Yb%zK5%=acI_+)E>CS6p66@^7WQUYD^;05yS>@1bYii!9XUhTF zcHO@XormAGu1FCT_(EN;pZPn8M^Nx88XB6M+54OvdST&81+&hteS}0N+}n8r!L#v$ zB}Vs74`-te0l2{6K9!M`We^vq1OXERg@C1%(PH^D;b)+s+(arrM4v1uPbd_is+S51vx{MP+r@9#+SM&m`~Wisw8*|6(CK$EC?@8!V3y}W`Wz1jo_4uhojtp3?u>%rJGOBd0(z8;oE$WR(Icot zC2$f>&&`D--jvN~@Rgcc=Z@UkiL)TF zY!>8Jvq1u|2|IAqz?Y`D@f`HG#?5b+$7)^e8x{-n>&0KJ|H8Gm-$1wN*iNG>foK~8 z{ixvpI^mwD>^VAXOCX8yHG;KVTNT-uzQ>cu9Q zd&AkK&cenv3lL4a+?)U;%azbqwEyJ=$Z-*s5ndT)pPEndw;A;-GxH~)LfNFMojGD) zLfgpj9xgo!pGug^vurX?^67-2`?je{hQybqZ9uQ@va_K(_N<7gr+4UKMo2n)`^Vyj zPzW1CXb6sHw}j+dRzAb<*hSGwpgugt@j1eB`-L@O4b8+GLHAkwWSnl~7o-N`RXH&5 zdR3Djf*uR%2S!7Kl6*qiTkOqmSfyO)DT&wE$`pn9F1-X67Nv>;Uq#Hf9XLlygd4@27c4c>s&4?&T@(mnP=@dyx zr^F7u!=H?~dbQYfn*mFUc>|!LVR~(cD3pAn!3iM3UB$RT+RPkhWo6|c(*66csoZN8 z>;!F`Wa`n2a~zjtbY@oc`7Vq!VYK^c95e~ba7SDfl-WD2kLu8a{MF!1<)^Jwctbg0 zdCvn{bc~XcPb(9c<6BlZ-H%+?fB8d8ApOmey-H%K5ys{Z-KK2$CV@Uwnh3_%uS)Wd z5UPmj>jz{Q~wrGDx zAB%JBKwGYb61*ZF-%^F7(}Wq1Y=$q1I<+*!O8G%&t_e95F>z9OgegN)Z=1o3CV=8$K0@ShhH~F_+A(?oOr! z2WP~`@6O@aoZmjXn#|Yi6DLJ)!OYuaZfIlNX(K2pnfE$csV(xN6&hRl`kwcfFL4FJ zScoI?!<++fkH!>KY_>7dn!6GtKX@-MdMmeS9)QsFfr$SM)<2*l%BhHi*?Kl-SR2NPC?9EXF<65PJlTK`tcI1u6zm%Hz z&zaIoP`fSC=@o*=F4L?_~CRTJqa^!w&U(*Edghl;lml#|Zn6 z$w`{937E|=N}Z7qSRHnqL<_otmXXoaouVXf@+KLjLw66IoVFM9f$F~#9w_1QTE~yk zO3_}z*A%9;X~pcXF*QSDQw@H`>bH%|plJ}R8a4^3zx9Y8F;jeGn+F9+Q&$p%9A)|~ zwjbu)kMJ&Ceke|P(grF|M=wNFOH1$?EVQ2cFhEbfIL*k%0wzj`eC?F#i^gVtqim*G zS;kbJS#kK#s-mfj2ZN_R$3^BxR8P|nCJW4xGDlH#B#d5|c3n3-c~QE)QRfa%PW7Ll z;@|;2)g1kX)W1_859Ku)nC2{9$iFfn$a>zt;&0O4B1|fMghWRfsqSx`2yb{2NIBl~I58hb{ZvDSk;wWm{t;FhF#K5?=Y1H?G{Y zK(}lfe=@F3jfTYLEf}lhwz;E4|3CE!k!_WSMu`^1SEaSLwRp~&e}XoxeOz_K@UKn3&vd(PyIMjRmIpOSfP z5(fvy2wD9)s~s__opBy~ly$`}!$&4Ycy9XM)NEAi{#dE>gJ>91QaFou_*sbM(U z3|aeS3`6fjDC7DcOl3zwP&L5IV5j*ed_{st?(|FqRK>9j5yF1U_=xsD5Y$k|IRtCz~ip{Jxs2VH?4HH3g~XFM7@M(cixKxf+w^yoR7%}JU-$wC7YR5Gs-dL*r6 zC~&%L=xkL3SIcPM_+3i|U6gOoyL%0|oB>+8G~zBz0P?~kSB48nLBJ{V{ZaJPCZvmj zkt6omgkMius|!!2Z||PZ{5NyMuA1k{E>;f;{Eqh^f=b6!&_!L>^-e)sk_8i$dhLs6 z2w(+y{t!A#+Y;wUo1MhZ`k8Cx2R549$5&`E zwTiD#7tiqXkG$L;~mI z8IWz<4t~4Fq^5>~0F8k<-e0p3R4@gtpIpjEqTy(P3LFvie0;<}R1gafY6@Dxhd?YH z4>yg#u3`e_5;y4Ds8?7&0)0(A#)g@ZU%P=iI1B_5|AL3e66QtwjNf~a$CYM@j_n8P z%@pWZh&pd<%!ud#Kwz@HjMI)o9PDUotX@l1A@b<~LMbm7RSQ!zkU*cD&9-xb(H-X=Q z*LJK#!hWLGwRm81>vbg75n@@5q`B37m4Z0tNG1IeGYeXUHQGjfo{L~)5N;M^V9mrH zK{Qfgu>k1cUFW_!v9riD8M(zw*KFF4i~CMEv73hltJ>j?ZBP&=RoFiyXUf8?_-Xg; z5L$6P_GcRajgj9cs4n4=Oz4qn(*j z7R(3wko1v53PxL7P2m*Ap1st5%3+*QxLICv1X>X+0@WIB#DSnnAjXN5wi%e$;mSC#rjcS!Nv_r|5 z`OPf%(xXxFe^(6FN-O`f;kkkKe1(IGkV0S>ogYn*2e7C=@*;O(?7ZKeoCu4m4eE_JI}LHl2d$fYIzsHY)z0$EmbO$U7f;BLXX2mu zj63$_;qYl+bqjiw)7ZhoEH3ru3L=Jsd&}37(&)JAVB_I$ayVQdyx!f z-b3Pi5wm85uI=>tnlz>0RHw*~0OajeZl9Aw#Oi!TdF*S7Q*soskxDCS2w&H2J@@_b zFQD;#E@%#?arl0>o*wBP3@46!V$W#zy|}i5{&0W~?elHqHr-sD%AXD{qXKcl%z4V5 z0tijuFiz`fl4Vnbs3At?Tj1m`=hQGekc&^}cPfitJljgcH5_=_z?FE%<#~^lD%(E{ z$Df_UY4MRxJmx=2&@CO?(nP38^048vZGnr7sp{*P zrh|2~kPtviw?t7b9{;`{SYhLjfz$G{wA`GXh9D(P4&&vk5a{Ekt+x?O_0p(Qop%dB zRI4G;sd<->E>tlSZE8r(Unv0=!`xRNKUoWHv>a8M7@4>|!++;Ie2)^b5B)O3$OK$r z?i*&w(%7j@Ju-<2z|@+4eKEep`nrO8AMB^dkU~xf3049FoqxAV)E^Dc@b%6J2ncn)mX_diUoTE&iK@L_E3YYEeqQM3BJho%1;d5>!YO9Rr@9Q~gt`tzb- z5wY;03DS^CuOQ4R|I!s|6jW522{JCCuE3btsnn+TM+XMU|6@YIq!r7))MC$=@V-42-e&HRG2? zHS?})uGhkBDjB0|i$dyCtHgXzJZb_)LIj+F?R66{4hn@dIl=$^{kaY!WBIM;c-o&8 zZ2K~Kw9e_>GVvaIn%6}X{R zEG9nPm8HEVDtpwkpEqcT*&}Sw$yN^?w`!ftn)=j$Z2R^)T{{JLw(<8^7Ni9Rp3m5N zuyh>*m`>NrW8r+U#}OURTv=Y`r<|lTJI2>^wDqwc)B~e2i8oh1O!~^VdY@!%?_%nE zspC_9#@IinUU=?ZZeCF0TD){>uYKIJFur9oO!DCoY4H&bAy|U1di3aSId?1=P%(U$ z$sSMuVHjGOu}MiuF5nb_R_8LH&{)`iP}+G4?wcIguJFC5=f3sN&jnYhsM0n{l@qyQ zkS!+#Dk=OLDg0(R;PYA#*DoGbo^6jxLPtkuhQ?{dvk9#lhv|UtTd)yC8I?0PH)s4* z?GC_&TwoYVV0AI)(ZzjS1YQ;<#hDYQKT?ztqP_16b=edXI4BIXbCrx6BgzjJ`~MX4 zq|r3WWwI`wSg!q?c{@=vvMNi~+nL#1HF=#uRzB$ywOFQ4(4RWqyw;~()06^z|M>&5N8oHD$-yCA8+r@Ap&k67waQC861}S8KB(_hRiF~ zTP-d35eRpBw1c?&TH4ya4Gob3LZ8dJMgbV)mE@=8Ww8n#VXHHb0Xes`nyqsxk(Tql zm4uKkmDMw`&j%|Qh6ly!${L^OvIr!Cz-dA3WR^%JVi&KJ#C`LA=Iy83o0~|VnuUN` z^nug!=Lw)40gAlfHl-~f)tnh=wih+U|489HRBCa`D3 zBqs;MF*CY{H7-^X;KCAhSt0_HUdl%xVEE7>HNAKf8;gzt3Wl(-n)lzx5f-NOy%XK< zTac=`nUzsk(x>AyS5c|6h*QN_OugFIpC)|*hd(6DqYE%S%xo?-*>gL!H-EVP2TO&5 ztbH_pEqcfMvmC)Sl*Q>@60J^Q@9O+w>-CK0Z23q1E6``9|Juj%QRafv>9+6w_P7p7 z8H*nZv8h2T>0`@0GYiX|yrH)McjZpNd2GM!7Ynh&gcuB`l~q)_xo4O8392NY0iirx zE$?$$oBZO;CLtlA5}KXgy><8`5Ed(j<GyLZc0w~}>Xp&E96Fl?`S)*Lac zIX)W`SkN~eNwY86C}EIYDIa+-ki*P_dbTxc-~rA=t$a;$DOv8yO=@VM<7LruXw|(c z)HUhRcu(DDpreyI-t}1so*9VF*G%8@kTSC_%C$z{i`$gKw#kw_Su84p3g{ZRcA(E__W1(3lCa=SWLQ844!qY<`$AA}T6f z!xR~JjgS7x$)^^t5||xp-*}hAMkpu{31}}SouYX~Tn}uONB=m|w7ZN&x3kgMyG!Iyxr zl7q8GRz(FLwh#<7`ud{4`|6E&8IVRFir1tKAKH{gkbs~``+a?M5xVN2Pk;$69Q;sV zT#~D>9wCBEHVupI74_6ix~T=$KXW@K zU43seGlLtm3Jh(xk5$uA`tGvBlnFOE&CB)cL|t!c6lmxzsE3^gk z@SQtNZ|_OVywna`EAMNeD#p6k)k(rro<$$_CNWgGXu1{leGG!%yjy1>0PAuN&{E~1 zq9P4wW9GsJ28+obunUYGnwuvZ$hJJ`qDMUx}Yp-Ez`~E5!+k5%a<;4diTU14@+(q_X z*A=(7Nz`;AC}VdICXIcyw0dn^CWI9~Jb6eh;8k6=m74NvBO44-L4}ScPeS|FzF{dk zITEw|E@4;{`&FT=a`tXWaWI)rZ0OtW5`&_Z)pb18*hDVkyl0btB<39{$=$yvqQpU) zey^yOlvBdH)rJV?NhvAp&&EpBKRlG@L5uzD@V1OEacrz~2L0YWmgNDa*+u(3Ysa*p zAm*pF@1e519}4NhV78i9I`N2DXk93_KR->!9sl_`Ca2al!cMrR;c0D)BlwZti03|N zT3|bHc3ao$ZLCyf>tYYDKP?kA%2SQa8C~@Cp7e@~yCH1Ds#sY1eWG z81w`EvL6I_@8284#uvoX2OACScke}-{E?U%WTB@=k&AF!G%8`$?L=CV>epz#o$8(* zWHH>gEtPaFvSjnp*!a`5(}!VY)s(NE7}clZb3#zLx+LI znK!N=ZJ^O*o^A{k(QN*-d8fD)NVvVxr6l+5TMOj?Tp)pyKXdgz@O$awlm0pZP+)Gk zhAy6N8u6hz(AS3b&{`@x5>d3^6M+q}vS2>|C4(1wu@p$>d#uz1dge@{R^K~+Rimk7 za8+9LUi}@OF+>(?e>FM`;WiDb!RrFR^Op{;t z(IYu*UgMWzw0w+VPK%Xg$nLtPb+^$RpMTL$b4f- z*WFE&*D`v{=fbokgb{~eHZQI*i|AZ-(i=?Uf!CY%1!bsZir=RDYuZ#_`61+S-{xE-qCHU zjEbU@ii}~B{{|ig(3-%B279BvA?C;ztJ;9NwM;L340|YN@k;8*NkWBeWXdcB_ywFB z5(w$8fVE_ED~>IUH6@Pi8TZ7~dL2Ex=GP_P6{FYwWcs4tPeadB4Pge;x^u&mYpuX> z<~tcv(#3{O9e*;6lQyM^_$$V>?1xh@Hgn)fNg0lE!@f#c(u-&Y#;<)Q8GmAVKTo|3 z(sh~QOYpN*i-XjfPTPogdUocx_xBOXxc)b|H-J-=k%+&^UqY7&c-)`<06g~g;q2_t zTi0cl*h!Y61FcGBi{I$(botdp)*cMjG&|>3Hl!e zVdeT}w}7-QSAUM;R_FF6(fzM}3c@q9J=fpY$4a76OV&)8Uwv5p1&#CZLfu988_ouL z2`|e^-tmjReF)jtK|!+sl`&D^Uc>`m*x`EZ1~2T88ZOj*Tr?D$aCmIP$K;j5-xSY| zMYl2+AE!OmZ5aI$ldt_cJ*&CUp6=1q*O`0A>ra8lAI%74k7;jBFRXL7l}9H;GsooA zZ@o^Q0z1Z36PkM9W0K-VZmo0$H8LStP5OK2Zu_=hchawS`D460ews^SAgZiU@m?c@ zC&Okm^rgcPYnGYvfcgYJ#3(JqDD1#8=P4C7>%0mZO{adlPPRf?FERa2f=v3<`coj~ z2nBplq&IyK5=^v{x;{w=jXirW^R4e}GZW53@1cslpX?idQWt~qjwjOSH#4WXLT9Zj z8I#|4JX7;f`}>(*jOP%+TmI*}H$KkrGE-SsEFB)L6tnOQMZS6!;`MiciBIW|ZHBF! z`y$O$!N{l3LJKv%oJKt{zT+aRheKq?y+Nu;J6dhmq-}$^aI=^dq3_VAuhBC(NjFht zFAui5nVFdfz(B;{nHf2hnEjuxpl>wT{Pc$AUXsD}2`z)mZc9X)YgNXcUjyFxa@zma zF@5M!zjVv8^`V`F8_MgVe$0HQIHB5=aA_F#aDi&;XPT73X>yHrIs4xqSbsd#Y<)NH zeEs-KRJ4LJ|H(t!vsFx z07NU!=*ioSMl$YYpD8``waL*m`)^+VcEazn`+=1j!Q;X*M=C#N&PO zQ-RHupHQ(g#dE($L{{Y8yQN=GhA~-L5|+C1>k@fzW@cnE8)LmV3Gq7J11}Cu%3rhz z=dt1VCX1(C`VI*p>xsbBsr%Nkn1l46y$cp8xAm*O8Pcf#knQD3=6ZY zOc9Xx>e8*#-fdS@75;LG)vr>q60-!zn5fg-CD;&1=<4bUW;x2UXm7>)*N*V%opNTb z$WZf2pZ@tWgs#kaZR92HJC8E0n}%a0u}NS-V2z@?5V=R9q(mX}t3%ptg0h5RPPMkadeJ*6sX*m{lJ*GYMq16tK{LqX}R z*Y)~CZmy&L%fNSjH}Lq>dB>Y`z4d>-$V`hhu53O8Fd6_Z+#RFH1DROi4 zy&vr=uMf&|179jX8*NyOSBLgN#jN89NSKnZWN%F8V@c7lTU+{m@jP zlPweMALbDQrUX=>i(iz<_^Omwei)nTN71^|+U1`i0rJC|pT{R6nR-xCr-cFK1`FjOkw9?P%*YN#?cfV5eHsO&t$UEC37V&44U@4}ucl^v&}vL!;trRe!%|7#0@ge}bWRdyi-iX93eBu&2O z-=BDnQ}^6hn3`v?_Le$*a4Kn+PM(_-W8^|kDm?*PeL`;vJk-=iduQ{YP-lU2;=y#O zRor2nI_!)9gOKshh=J_+TTxY2+8S4g=!$T0x8Hmun)G7wasA88oyIk{QrsGtk`Vn(y49j z&!LFGR^XY8(kQ*DP5+*G=YS03T2F!9(}4|9PUX7A8;rO01-nqjp_qh(?tPbcdbauB~4Fxk@2l8d8NYxb>R$R*a1?EiAS&?pMktVuFAD z+xU2jGwNsQ%a`fIHA8t_<#L}G(4GJy?n{YbYAtCXGr0PYzoX~7qUngAw)Ohdouj^^ z_(EO(7MYmg#_iBnwGB6ohyJ4meH2^3Ta2UOKXfT`yk@$tr%qMvoHr7#Q-#gI@NQn1 z=^lQ#fTFp%>c!;2WYxOSXPR4~2cQqGUbBky;k-S&GEDr`wWG2l7FAPSo#iy&*`Hu} zm$}T`q%HWlahhO^y|iHz?K`SYs5nw(vS-I1$xq*Eg)ML^dvn?kGUv_y-kfGh*Zj1E z@68R{7c3;cFD=~9dc>)IGW!?L>)_4OW$OqbX|)eJkG#atWiCo~UCd@nNmNzEejBRT zVV}=jRyWfwN4>vL-r8oX4$(z+&SZwq*zvGyY^79QcGQh;VLxkpf^_Nf;i7TH#C%;gS z5QlTb?)@IUG7W>IM1#s@&eVn2ltindSDs&H8hEAyZUqE4@k%sGt-nU2-gjQ;PWd7= z+S))=tIA8!WZWRyNK2sBNBi_3*He)H{a0LcM?+8IY0lb^yx7V zb*B|3%F@YO^1hkj2S#1gA((HC!TStWTN&^S13rxNl2Uo&T^R46-plT9RhuVhAqNQAOS*`tW- ze7@hG&-MHMuHSJT$8{Y?e~H)Y`Fzat@i_12?M{|%FqnN;Su-FYv0wh@mW%%k{$+ON zY?>P;YQrwmbv0k&`xooyY+r(czNT+st9{MomYbLG_4Cuk%POYtRH#t2p;|CBafsro z4MrciVd%ekZ+=vVLSHws9+~>H&`Tg3nHcK$BF8lLDl>hxh?`qS=hN}qR?)k)L+LuW zGdl}{vO@k1gCyQ3b#Cm-@pn-!E~$)fNxQp?Q*wy##e8Bt>JiUPf<=D6{*{#7tVhHZ8JQo6$;otL*9(`>Zyl%jfsH_@L|8#xsG?J(9a7rl8I^6iJkl=B9WLQJ zp7KbA5|@}dejbX6IZQG0bl7ri?i%7vkFD@$6mY{3} zM>FOgP;hC}U+8O~e($P(^8!U1#Il9BoCS@KINIMa2B91#`gTdZwzS^`b%?CQDZk&g zYOuRJlx|oZy54H|M`dm_MJlsUgn&Pn+SXCGixE+r=3*C4};<=xq9mny zx^@_G{Bv`W&G-1F1K zW~J2I#V(MR-7y`nb)efjHz2!r&vH@Hfikf;zRxu1(@|W+#gY1oht0JQWJg-wn6$Fr zc0c-6qcZU|f|G6_1w)X~v1_lD2xGoP$LEb8VctUXostIW1hlo=rg&#`V#q7ez(2I3yGOEY3{Lp(y!z zOwrdke0)Jx*@;B|GQo%H7cxPcGcuwH&;m%wk3*L7b1eMiT)^Y0K*Zs&bV3e84%7!# z5EBvR6H|1gRKGFa%}SI$qNix8*9}deGvrPzo~|pOX;xFeRp`9X&A8-oF7;U@DkAUK zI!}B4WrBixap}{WQ~S3oZAji)gutATcjZ-Qome}2fPZ>i=|*ieBeE2##R937zc;ni zf$U~SAm8e%d$yfwv-aYRkoYkh*RVD>ifS*>Uc>!JxTAw zw*lf-WpAtVqS;jY4KGnBNCtatCGD~BUwf)wgh9SGQO2Qs@=(|llj{wbdBTW{g2)9uDL$n@JxIV_Cjw7kz{h7G9!d zeTghHT|H5%Zc2CWnswpKm)Emz(}^d=g(dIFCnaXyz{q*}6bqq=trX0a=8w@#%C`I! zO0=jZKRncZO3l7v5!?8vWM3hXvq#j(e*ULA>pE)S+T)YQsgED+voGa(y5`h`l@TW0 zEO2)|+R_<%*M44CCLE!ik!g2Km-E|sWteN40ecY#EuC4&Jl}UGjl>32RlNF zuXWDc3s1hhz87_Sd~-_BTuD8Y@YSMGNlDLF|AL1pax_=e_o@vz@NTa?!6D44E=V>l z{BBCYc91ypXjscDKtIXtES;#I2vwo?w#7Wbo%3MZ`|9hh$cV zYg{x2RKc4wjh6xRfYfZK3EIVNg&7o1*Oyr0=TP@g8%-UiXt#=aw&2}<^h?!gMkFn4 zcYmzLUdw5>aOQpu-k0`vU9X_i6tN1F$*Gn-4Nb@E3hjf7=w**`!-7)+4%NI*nmjqJ zl0z?M8no6ZQ}tTE>XL2I+h5y=x+L=yhoJtB*b*^{C@UzdQ1b$g_QwoL?&3H+0Xm(6 zQr4Y!7kT<>9X5(4<*F@lOE+imqtfXL&Uwe|-@%F_$`D0IxA)5+H-$Q_sKNGP@A6sDhcrdUS`pWuv=MY>P#5;GpKsau=UjH-!~6VfY-vxh6D;`p>gTjOeO+7@NVC$gFK8aI$t?ZQ z)(&s|@Ow}2fqLHek6iHtek8L^*fWh-$0s@@(3k@?cb$MvGBJ@Qm8p+o)O<9D3j{dt z?sODE34WP&Z}cZG1sU{v9g}b0)>>^+c$(Y`uFgHJQ=Cv?5`VlI>u@xoR8dq=U$}df z<_(>IVqNan4@p`Eyu!i@E42jzgjyA*Br`1rgFRkbvQ%_c zZyL(C=jE2Qiy4$q954vJt-p77fJyaJyL7>TvZ}zuOr3rh@lw{y(4zvMpb2u6iqQEm zd3ln3rk_u0+c!ewIbh9(S~^7I2`b*Q;VLWJlINKWJtNS{>J2 zSlPv89LX@g_569xR^q1P{K;0t)bUf2V$Fc3IG{jDDG0FszG|!1xbu5O_v;%{u`B8o z7~VT!%H6HF80#Ui-z9B7?|!U*P#5XWYM9r;y8Y)s&YPt4*jydMtb`Mt0P0?aqGvC6 z{6;AI>+lvqF@b{`6wo@-%=_dT-SH$YF8|vb^1{1C3^j(etBWe?78b=T?%!n%XB^zs zdtY7?JiRzV^|IBG$Ir@RLovR1vZ9EgOg&xg?3$2s{>s#FOqIu5Omcq`!&d8|;tzrF zhcz`p?FZ_s=ihPD7`C@~RgT-Q=&uZ8rKV0)o+(T)$e`z*T3W^<1*c%B-hqh7{P>5p3h#fucn=5xww}{JUy;b`lRe(vk;w^7a$Fq9Nqc)!YKq7 z7uQvkv&;2{(sW0Ob68%}(EN68drWlv*Q?2~e=UG~>6eKINIFBWYp5JE)Nlj__6+V` zW*bc)blCZ%G|r`0ZSDL*IqLddSz9h@94WUaZCw8T4>P2VXO5WKaamb?P>2%YD(kR4 z1U)uCZfEiR1=`iCtXJAX0;BeJ#8jHc5p&b&*Ef|P!d21U^66OL`0Byr+7ZyHjy053 z^W4nQ`pekZsjW`dx7@BK);0U5x>qb!dh?afI!q@`M83rYjp^6gydbjeMZb~lBb#i4 zxsd`e1N28-5EL?GqMcrJ8Lx{?FsF`Jftr)dV$n%V&T4 z*|Hb8aFa7LqaeSp^7rk;E1SFF7NxrVL9G=$0mbyv8u)0Q2b@Q8Ru31milG$h+eNx` z;Ucm!*bH`;e4LMuEmg#|TAQ2_^4z_I58VTI@zs-Xx&=co3B#6wCf#4Ua)n63S3b28 zXrBE?W}2j}!hVOkg_#rYIy;ZC&*7|=T4)_=PM#SZs@dc<>{ZQ-lJHasu2WV!{2hc7 z5jmS?xm|yVb(XAd1gWv5`z+{KQ8kuZ55M9~s^Yx{Nt zW|ES2ibU1KRfHHMP?Rg_cPJ0IEu;jbe%6=kXbZro33ly!E5k|v#RU)p0y+drO#6t_ zU0`rQ*)Tp7V~p4e9uK}J2!mAAGS2JJ?6+^<^4AWP&CCGd4-|-NTO~SneWe|x!|yg{ zl=U79(poy}JDB6SCb_(MuH;%!y(i|G;FO?Uco&yb|NZEg`l~U!ks6Nf5TUJ#c3Xn( z{&)}BS_dk~ma5bb2>o4=CdV^rEzR1M!?1SxoO z=oCL)1WY{Obft(sy3R?Z^_Evcf?io!xly{=YwM<7GkMqZ;H&7c={yvsbJIA|tTgy#tPB4V-Ax7Zo zOZ(&5HX=bsJiy?jUKiwxH#Uyk^8glE+Cl;4R;yAMd%4lr9kokk%&3G`Ogx=ui>#L* zPnJK+3RN>!up4|+3hT4T%u@BbqWn19o0nir*YvdauD$xE^K8ckNqhGNwJzE7Bfer;?1J?C;&$4W zV4ab76fq-5i!3P4j|VyovM2#->aevezvx{#!>+}9wSGGahU8TN;zZczr`4m}oIqg| zJa2l|#XdobO7p~k=rW?>MPg!N2m&~G_YA*ra%yS{VdQ+NcQI`|3;?nUg4CXxqA545 zeHTe10N^#_)k9E0{??w!KTD6lTQmlGv&7fj*ffXtHUqC+3%(+5cK#z`#JK6gr&5aj z*ZQ|>T(VuNLFuX-zlmYX>siW>l_eV6&|jeaV}T3%XM-Dc$^q{6?^v6nTVZ)ho|>FX z`SiW_4CijWROI-KSLRSeW0t-M$P2g-vCsxfCh zdQ;K+gF8d1SSQv)IR?#?Q|;%(pGx8%HYc4@ANYQWp~fIW{T+GLS7O@!Wm4K%&9KHcxI2O>Pa{+8j*7~=8oMz_We?8-;$@rtp;Rxl6E7(2*xt-lSzR=K@ZiHt zQm*5-rds)FQH|6mlmgZ{Kc=eR`W+h3!;L!2<6jwmC&F`rGVboTo;}NFVzN!16G=7)i`~T_-iObtioR)IF|{iwnzmdTc!S#9_J4{s zLVx+r6+yga>EH6Z$`UG9EZyj}b#}(f47MeG$V4AM7Gb#jlJ%2!g*h6=`S3S(c@@A6zGhe9l*Jq(hF;_nf5lv6mDNOW4b2M~YZ)0;Zr|T2Dk!cmiL~wSd-NZb2vIVk1`3SE8p%`s zs|BccZcL_wiX2LALnaoM3&0h+7D}nj!KfWshm;^A_ zxd3~1Ww-l20n6UrpN+RCJ4%9C(u_nInJ@Qtdhdu>hjAONmYmI<&y3VL)muDfY3ILU zYQFFLK9{~U*W&;mOaA4bo;U_mnj6N&x2+2$-@UugRB;7YD+u3T zBU|w(f&BSB)5Jx-1gV~@nbIUDtG2c`jnUiNG9P!BiYIHiRK}PcKlQRr{DuulKps=J|v7#ea`2J=VvHv7js9iv8oq6M->gjC}77haqtvmF#_A)t_5fI_|y z=LI0-uwDN23?NL7E^XRBr#pj_jzdE*7z6Qs&NRMl_MoY(50ux42E0Dj6>-A}otypV zAacEP2PGkCE^LXD_1ZS3LuS5*h$!&<8%C?I^4LUG>|U)Fd6(`?3N;b^>w9^>UAEdu zPT&?j)t_RfqjwE3gHf#n3o!&d$RIfhUf0{Jpzjm}0Q)7DGA=2E4LcfT9 zqLC($1tM097iKMz!H`#E#mnd=`G;43kmSdP{ zMDw8pjj&0rg-Y>I5NAgLl+J8-u^-V)LFFt6KnrI=n4uUC7Pf(JXK-bSkk4p^og?$} zSwO9X3o7`Y4IdR|cl3$2}djZI>aOFveC10GJ~jWdkHtz+xp7QWqs#gHud@SlnWb!OEc1;zF7jwb z&2LPqX8x9|CG2XK3!@~%`dngp!|eQ{`1%{opk0C& zc|=$h8tVpAZZk4{F4ekpz`whPZJ7VcP+t5H zzqW(A8GJh(E?WOO*G1m^5n9P689kAxQ2YCDOw<{z>4ZmHI^N4Gd^NPLw${S<9ZSl| zZhE1M7cK%ihSIHV)1RCjN&mS*fej?y_n{P=Bj=B{yu%Q z{$=L~_xjzN5A)#O(bx`Bnz0apr@7?eB=hKe_eO^XMx?GXG7#6;D?CCaW@)gnWfJqM zJq@tf3FG*CGWP65DP}cahG^gSk2Zr)!+wZb_fnh0Qp+q$d@8+^8Pbfdcy36Igvg-0X?3?XzS60O` z@xOGuuk+_5FNXbxUhd#Ufoz|>RngfxqT?m1Jqc^LOwHOX){5f}(lbKYuKvA9!ZW!l zTx~{=GJLtSu;y2#5Fvq&jv%8~TU%@P%!BFND&OjmM9b#SN>$gO;eeoAT2o%B^#!tGE9mxX)B9P?2tHh_$z{{A@e)Z-XVz!6??3bft@Fd zO}kFb_v9>aOOok&=*K7AFEng2W<)HW?Tpo2nEA$`PH&bOar@1Kybx(LUlvzoj5J_f zg0Cq>#^Z7KfA8{8jE|KuC_g{Fy!y>(O`q>k8ZQPO0p=THjOD?XN0o7L#gNXvxGW*b zI_+7YvVZLvzYeWx1eVMOj1G#CjS?)}95tSTH@ECu?rJSinQAT`x1VcOn7LOiI&oJ+ za^w^rq~JP5Nq>Iv@$H`!W#8C%n@>umG!=05S}<6r_}EBGFSG=|xXitgz4w7e5fj(da?BHoviPs(C&i|P1~+0pKUhGG5Zo}7cbOod z7%*7&T)eYRpT z+2C1FsnjOQOUN+9?8s;N16$Fsx^<=qO1E+G;d%px?c%%PiVX41+012Z9PCdLDU{r+ zF0AS)G91$I{ZDqRaz0UG0cf1D5ViF6=cva@D9v(j$^T7)m}h{&bGhhT}N9@ zyugx4Oc$eQ@Jm+g3nfXmEh3^DCHP*bUUIM4QfaAa=x|Gza*un(z^6U1CUpJ_pXG~d zwE{N~jA=%Ji?~P5zD%eJpNf1R2ZskHAbs~kq+J-c4bq~mjlnd0UhPbeD*f`}a>wa!kKcR4tY=w-csa(wJZ*O_%KkYj zvK`9^zO51M<~Gm~oKXLUo>O1&FwUUMB39fBUF)#so*EXkmnIOlEBU@xr^@wFlYc6w zpW`>c9go^?dCh)LY`f7;BAqY1`{Hr}sWAZw!w5T;Ot#zE+34ov1v!%WL@vS4Bie2# zTRP|o4(3&s`xQkV-kD3bHwz1)S&P*pR zKET;(hEYywQu!qGS;6r*fWR@8p23gHpF;W4xc87bzI!V7c^%i|3 ztR-s<(?|$MUX;9QF0FZ%Gn4BpsqVQpW6&f-**S{UaZPE}YbdSdaNw&Os#vz#`V)svREi5p^%^L6n*zaGmd*DtrFDIM3ykc#9>;S!(JIGB@j+*) zQtcTT4;d8uhexqw7|v?1z~CHQ`q1;T5i)LvHS#FI5Un0dvhtlH8DII%_{mGwCxd z_lW6q>Jyj^@VBb=39Ca<(d(Jgsg-USe<_ zj1ck_EEnPc1gb6T5oAoA8r`mKPZ%xD@l>npl~S*u&Q_#5y24o7w;+QUsa;#@_NFqG z8nfg5`_Wrd#toRyf6k*c73!P|Y8VZiFpu?u9Kkk zU+Gtv{IaGjbh!8DtidbBLgQ9{^Re8-BEn1_AA1v=LFlM(-R}tVLDQX4 zHS4ZfAKYTCrvv)b`nXhph%f%glhenm(j5*;eUGWp!kqm45hL=PTLyzoFc`?hu6Vvj zC2Wgcm7O|7<*Zr`kP}?Ea)m=IDl-3TxfP!cF>46%M%Hrp+;$J3XH!XjP z1yvyY(kaQwe1AWVmq74iHGS8Z9@`JmQk?y*ucUicx$Ekl>+=r9Z6fCN=J=%LX0RbiNA(Do2)PiXx zi(I}hDFVGW4#FTGI|p~mGb*=u$NvWGD6D71f1B@2u-*PHXF1dvH_-p;gpfwohPTyk zY(u_BzIhNw@`xT}Zu_(Xkxb;)CyxhS6>Rf{Goxy17-X`}ZH!=Q1{>8E=Mh2P^@A$p zUB?TFxQX#EV!=kO=SwG)aC&ChJ4)(0U8j5ejj&Wt;QEM3P2UX?gPYJxHe5_&KS*>o zH({x8a~t=&M+QIau)$krQ_tO;UMjuUd!JeAZ$eYIu=9=6M{FQ#ns&iD*hsGkz`k!! z!i0;i3&E11ND+CdA1LHxPhVGa=a&7*%p2k>>|?tyyD^S_oc?CBvZ|}j`#I!|tde9@ zY)*DsqGbkhjV^Ms?5Yt{HIB-5MkqsS?HP+~qk2T%5+3;!OV1-!s@2#tgN94{=hvRu zc0NnBip@XkT;UBj%&6fzt?`d9PrbV$lGFb)^H2M^&h0uv7Z(+3Ne^~x0!YpI6uirQ zz3FI~yJFtOQfjB~{^^t8xm!-2a*c}U4+~euOK~f`mVLR~}6=BxB z#JW?Bmme?mXpLxAUZwCAhVb9g-=aU_HZUn3Z{~E|eQ7d3kQil}v(Srmw6!7?mUczF zIPG1by3EEz%>XF7)5u2Z$}yv?g!;RlNzeb0tdlTE5p z%oDa zo+riGnIMG>AM1-)9+R3B21@Iv`@Sk$+T_^MHoK+wVgii}QGHMWf{TkDlz3yz(Ug%w zDtOIz@@Dld4yX*XCHT}GAvpOlj(YhzF|DpYA@}PC&1y%p%LVg~`tDa&XobMXROK^t zL=swxH{gyuc186KUgJ>y`jch(7xDg2)nslvzP`_|1p~-(8pFe@wpU{LZnY{BNunn! z#s~>muR!*U#y@}}!*Xyi8fF6n2F9o}8&=n86C7_#t&*U51`46ljk`=QfgnrHdO>%e z_F$La`mv@jtLyCVpzw(l8|!WiCIRr!d!_T?ozw$C+8lemuNurlX&6Mbn#2Zj-9$)e ztJ==dblfF_J^D{ z{&I-!?<|0DbfB)Am#Q)-=pyH<*H2brr$i`P6}g#F<7;Tk-c^2N)wz7z==r?aK!ro! zUUFu6*ROAW+xufqW-fPCr2_)=;x06?OZs7c`qX!}cbDb#Oq|wp0|&0jxR)bmrqkWE z&$qF#&4$vs#-br=^xRmjVpfRiev346Z42^65}pKo1DJ5Q0X3Whu7ET#iu;c1TfUC5 zHFSPHxuA2I>pF?3Z7mRW8_rfQ(JCq$&V=nkNQ7$e7v=T3SxzccU!b~nYotYVNVP_U z@{FFpFm$rmoYhsEj9Wq{SH9BxxZcgu1ZCmijh9l12?v<8TP0t*W2Dp0cS3SRpQA%= zoS8-T=gMLm#$&QiUhLaDccj8aM^Zr0|L7OT%ge4?Ci87u8Xo_byV8~?|XC%4PlZE2~;njVk>2-m*)b`C0WCS!V}Ie;<}}ps0t1`^!uD*)D8D2!gw0wL317MsjxoY%Hm^)cR%_n9|;26sMPs}iMrN-v5@FD7pn1cc7BUdu?1;cr*)@Lzpc z{)N4W8u{m!FNG2pWC0)@{ULcN;6|5m7nP~5Pd8Q1{StOQ!i;!1woDX^jc_cPo^X(z zd92GPQ*p;_xiLuNBys0`Xn{AI&Xq?ljbhVO3V1dqZp|(5f9S+uvh3!)f%75)tEzg* zC-RnqEw-yI`^c-O5;2|B)oP(W=w(6_QCB+=?S1oF4*jdpZu*g{wjI5=P#yoJMmejO z_r@8u82Q@;FIGz-g%`-S+v2y0HPBMqdyywc7vQi`ZF@diXtt|U3! zI_fA9kdgvp8Ob#PLJ+YfyZG%8*vsB)1<6p8O#q-l!16hi>w8;LNOf_`>7l z^BTH4VvV2Y%xv&+>LY3qzL)OAU#GDyUD}mqs8)kZ&U@vCA&4PsDnB+5>J@6Nb^Bg7*PJ{A znR`bUR)hDY=P}9F*`eKxPjPlsBzhcE$uO8;pAhmZpwrAKE4zWP@&NeJ*9s0m#BjCx z4x9%Dn}z`w_;8tnAU!RO00q)2_-AFWYEF0(@7tav8`ZnAcwzsSQ&`BwS}230m-t)L zHsYk}?howAbfGD%5x4;N(EQYni5AQ58l7Lzk-l}sGE)pSkB(=<_GpS*O6T0zxgwU2 zZ59?vbO3Avl}Sy3xV_&xT@JF&ki-EK2P!a4JUcu4{pRTCs25Zk@JNUU87RE&8n*)t z9b6cbO1QhHnmk|MIH@JK7jJtDYwAlNas!;Z9IO`q$mJI=7}b^vJu8lQ{#;xnD3Ir4 zc5*|db#C3t+nVF!@w-I5DXAqPiep#2w(Q^f{}%H0u}VB{E0An!KU*j0powAJ>gF=YmcYvFilR0@Ir1nui#q-6#;(wx<-) zM5PDE&rogWCUCmv{x$nEe703RTawDlA1uD?$y@*SMD6udb7r85Csy9(BTwYid%v7k zZxxSlGxG7z@N8S-qy<$K%((a~W;Sfw%jxCw%lfnWACx|>4D*7s)(t7tKG?_sO%PHy zyAOgu$0keV-B)`TY60UP5nQ3Ce|X~h^3hz9OjIw`Wvobg{2PY(P^)WbD;VNp^kwJo zZ?^LHdxtnCKHVmt_s++U>6366v;UMVQFnE5pd`FLGJu!DX<&h9+d}V}*ZmY66O*KK zX^cgmv+-@;*z|55Og9e?dEf(pEz04{2KaR#5I@9Y%;K=$QK>ypka7FiZN4M8>Sx#6 zCpjJSt>1edk7YO61AN2Ke(xC6$_L!)4*3BLdW?d`K&*p zV!6<~5sbj+gVD4Ae7+Rm4>`}aya4>5IXrY@gb3N?%jU^N=ygaij5N3{%(Slzrand7 z(SU)obH2RA?wlP-!FnABC|_pX1ZJ}m1B<5Gs>#}ztIIM#lm-vp5hINW8j8(8S!zF` z#$8;?8x?PPOYsA@7^2AUd}DN5Auh#i=opj|h?{Ep=xw9AzC8S>p>eyG$&2)OQxLXEv{2_~SW%Z%>r*ZEKd^;I^-@D&DP z-@{a0>cpD=q0p4Uri@c$S{wO@6?+Xnjn9nAs4C{Gh64R+tW`j=X(4j0$ow@`)d!i4wa2fjv`UhjU`@Q zlJlx3BB+OD8Bivxk-55?t8jNVD@#K;55wfNlbS1weh&pZ1lM!e)Iia`372M@o2T{V z269~J*LqlD9=t)*)Rya4m5^xk{%!cy>%ptGv|n4@u)frAoIAm`{7TNwnZz=ZLSY@n z%S|NWmvr+Hs*mt^<2fJxzZ=w2%fIK2U-=y_BTNcu@PITW_b?eHRZj2;6WUtnb$Fmf z5ji#aL34lJ`MWUY` z>S|v2QE$vx4Y{c)6MOOLPm77C(1O&KgYWLtl8J0>^Gq_?_&@+cZ5e5h^0gMj&yVRA zMMGfg<_TcGmkF54nBbKyBl#{atm2KADkOgpARN3XbKe}gDw40~h9(TP<}wU3eaaz> z3-GhM|M^;(r3ZNK>*UzMSy{Rf8I^Ev_D~J8tqooM=+m@__}Jq}K7Fz!B9spX9#?ql zD3RG9?FC$&N>910_D#ntkGE!@7G*nQ`T60Z$WLpSbIbm#1;EDT`f{fyr4(*qbc$?Q zUG1KVK#URoPfOzy3*mT+T>(Jrlb$FHTwJT^Zfcz(!&+O`?XEDWnJkbFUPQ%GgoL60 zd7s7AJ8Nd>Q4*|;0~uM&2g|6~e>x1-omT^5B-@(?FjXMxOVJ4Z=joA`)iuD9>DqS5 zQ$*`?Ii;s~&i~uQnpQ;r3{7H)_xO5JLI#@2MA(WJj~1|*%0!?;p|vSXteEINO_h%JZkiQsog6gj^(*AFey|Bm%#sgKv~V+ zzpxn1Jb!~X>S$Z zFb2xzu(X0pdJ5i5``t(9SFa9^Nfm1R=Q{>x8SpOVeds2_qVt9S0)~yxboY4Ff5yw_ z*GlaX7yo%vj{l5_d!r#t66Z0A6qg*RNq=7>A4Zf5xa?Z8u!~{thY={CB+R z<}~=A=}}dq|2Dl2226y6|Nd7oYWw4r`E|Xfnc|nfzrG)blnQ)^8a5#Y)R&`8vd`;~ z+tYGGnGk|yCn_Dbf1i+|Sf9xCF%Ca}mNEVyEFE_LPKFY+zAA?ank_8Y=ZukyTMrxk zf6C?hegaJmv1At!7e_3^pt{7eZ5o$|_5#@MY_V~2s(h3)gCQ|c_V(YW)>cO~*nj2( z!kPv6tRb~20I+%vAmJZ}Kc}zP&oz7T0O~dZ3gUi%&A9jX5JVowgGhva*F^x1Oj}#~ z*Kjxm*PxpSeC+*_R033de6VWrs{2CEvdd*1w$B&PP^~5hFeAht74f7@cWDa-qbLy1 zJaj*S6f8YpFA%dRaE^)q$J{*S`0K~JA9(hh5TY4`vnyxbz{*;1g&|X^EkFUDN~IX6 zXQ7xBTxspJV58tOZsa_ASHEBeQ3D|A+Up3PX>L*r%G{tfuF!VG=V+S z@vFy08NG(a%3JD(F#I++bwVkj{#Jc zROMgr#M?dKEc_qw=ba31<)Sfj2m)7U8U^U-=~=$jvm&9lgR~;@5EGV!B$Ge-F6CHs z+n^lZl^f}yz*cfnR##WuijIvL$bemVS=>4bsMU>)i{<(eprv1GJ_Ed1v2kNn|A{Wx z3+YZ{$$)hZpu!`-IVXh>m6?$NCR+RN4?td170}Sv=%U(zG<#qq(g#kx)R%6*$R5tB zRmv1I%n(<4gv$0EV9@tSX@vJITRYIyFTH=^$N!5Er~d>ZNzS=Ll;<_7I!P2F{s1sD zz|YZwL^d#hp_CLhi3CV``^n-F0TcwYI*Xbs4pCw}kBaIBgcU+O0W>!)oWFo&7sKnl zZH5ByF4itL8I7c`AYyvm_-N$^NK8`1JUJ2GICwRqP{2dyb)FG9J(x6Y01F`Sv58(? zwFOPvWpH`ZTcm~!pz_Be5sK%*E@lVJ`Lz-YJZh9L2wT7a2NAY_diy$JX9e}1OE>rL zsHr`Jg3K(ZZ%wz7cub>V&Y1rIPZ_<}l+d_gKoLWsA%q79SLAsmyth$M4uqU23h!n+ zyQd^0OZ5d14bO;n^oC)|XrP8vRB!zoXkM+yt;hjE3EP{E&#$Rq!dkieQBhHWxtPJg zGW?xo)kS;^;|Fj9K}1ZSwF_Va3QJqd&ncU=`f35!!yBaZj>fwLf7WMeOQFzzme5E(x~_kAm7bKSe|H|s!JdD&6+Uar|17^9lgYcM6y0#21#w6Q zUK%{S4(PvBb{+qpH&Yb1{R2et1-WScU4Rqu{^!PBLQZd4&?(me!{h(g_fuE%{kw}r zPEr5+x&QMuxPlX&l47EuM3M7%o2M9H{3Nofgkk2 zA&PnZN0%u9JYCJ=30gPAR7*-q%GJ&7HW+ldZO`9^KYKAUGQyT64L3Kybm#ge*bgpg z{*avni*H)6gw_O=70@2Pm9Br4f@VZK!NKwr{$m9EOzA~jW!9_>C`|4-nIndLAh)vs z1E|%h>Y~x1mou>L@`C#*a?=8eWyBP)$z$yaJXj|nU)PosjWjh$ky{rlB z2Q^wSskrU!-7q>7KMuk`fECTWlzm0FQV@^KQ12~ ziv0}CdTbP|Lc|5>SLwhl& z-w3B#fWrD?tteZ+iN;z0{u|MdyR`dnF-F}H$G-d$8>ba=vJ6qfk7Z=VUatk9ybWq2H^mVeFXs)m?6kP6*O|g z0K+2!?z<3DfLthHuwtH8lV}|H<=#S8cu@Repb+B^`0zZ~`UvXPXrY@SCUAZH_@h@V z5X#_SQLg#AEao86f%kKNe}88RpXErQI-R_{Jo`8Le#B@IB zvsSiV8c2j_?d|7}y>_2+u_<{>BE>w{nK(G`;TEDxU|8ZQL=zodU2-sprosCaG#;kl zbwP=gr^2A&h29hq6SIJO6cypS+OWTOfp;aZ?FbWeR0+b31P!yfxj6!a-8eve3_gKj zcR~7fd=e58*g^@w>_G`8AqdJ5Pg^tKQ-V)@;pk8`gNoPfs&}0OVdy#E4Q|k4UWJvX z6nZTY0Ef`BJg_CQ1K^p*KOg`qF4z*ClUU%&1n{HTBGAphJST)M7;Cz_R}}+8{xji% zxQNJe=%%G+XQ)C35_J+m?Hws#I0c7*L2e3S}(;3!e55{% z=x#pb(tptdjg;K}r3BP}%&)A3K?KY7jl3W3DZ4)2JfE!Bf32XQ5iQFd7n7b&2dL@T zjEu;C`NW26*A0jucfkwRaKC+NZ-SZ}?$&h6?qBNc>?EjDqXnp8FF3UBeBfz^aS7Kl zvlmccD*vv#TjBde;vB@DBjrZI7jSVGV3ob!<}dnVVF4i>|2ybn*p?ld8XJ*F-G12( znuSu*cV7n9S#b9N)1^XiGtLDHmx{1D8A2s6tapyOEA{(AMawP$;<~=oc0xQCaFjW! z9RlZw}z^3AVy3>nCOswebEfP&H`UDDF%wdg&&*D!Pb_pfLge|QT zt_G0+4*V6(x92-mgok|DC2@v!PryGD8_gDoLrh=nF~(xP{sr|M9Dd=UUqDII^VnF@ z@2jiqV35j!fD-B)r*b{2A6hv*LNv?V(16eK^74wc3&K~wHP<%)uN(HRaTuWr;DhYy z?oI|%@CO+8K)=R)ZSko_F@4OEeC?t05JCk`MWAp&0enbxbv0c6H+i4`JyJkAUOj#g ztRLlJpoAbF4uLkclz)Tw_I&W@P!%UFa~Zp*2(oEYb5RasAXg^;`&Rq!hW`IG-l|px z3NV}qTXH-E+`D^w}dY~gCHY`@N?WCA6Njt+B z1D_)d3}DeckBL!&Ifn!}Wk&Tk=Kz{;2)i%c8F;GlOBW^}1;bD@bs1)D4-$w6od-(% z-5*0-zmrV^Q=7l#Dn#&F4^kr(7kqsDFF?#V+si&@;^tQGoZy1}?8^Dc+&Qnus-^*B zFVs}PL7^LVU+#?s-a=o3B>Pdl@GB7-q+#3Mk}G0q^Bj*z_o2vmgh<=^rr18|!UsY$6bQZdeAwVHpnx z7x5R6mRt05-uG=iUW~shZ);nO{1u#3Nx}8zV`~6xH1M&&#m}qF7SnAZ-6hf*GX>H5xi_faWVV%<>l+p7V_Yg zg@7#Gw}8IPp%_ii0kJb11W6&_>I}BIDs6`VWseY^^_GJgKYU1nTw-9jIZ{~bAnTz1B5DPtkt(gfn- z;yd5N7{ehe7Y?h;ckoj}8lF@Z2{R%3sRTQ7x1|9J#B>PC%(E{tKSSm{Qi6i?43rjL z<={|$Xk$Y)T?fN59EPWkw~x;Yh;|TsD{K}!7F%8r^&-(8@($k@7Oo+U0-N^z-1A=O zP9FQoH%_~CP{4_YvVhqui)V@QhR7M7C63OOoDelOIw}w6X(YlG2|R81(iYGRfpQwS z1)Ke9vjJ)WG;TK-XT66i&i8O<1M^m?ZDlzxMhaQ&EFgUO0b4gH z%~Omb`}OM=*mCc^r~^CM2Po3)z&|CVvd@t>fHnCAl%*uBo?m?*U-1GcuP?yjJOY-R z=TLGJ&eL`*i$sP%=eWpB5HuSfAFluw)9+!&c@OtZ-7pjt0Mn%af$}3pE`EM(-D1t# zYMEks8RA|VkU^5S6{M|%o@K!L4leT)NrbOqG z|AJWnCv4#vTW#=2mtp=6$!;I7#A_n{Cw}PGvb8I8-w%a z95Llo7Vn5K>uz;*yG)j2N?Mu{(7f^S=YVRhwFeM8MB{l7qWF3wqHgXc^v5}PQ>ZnS zBH2iEK^;xh3Ti*k-+oiKYToy@F7^b0xaK{0k$!dIP6d{1kV1l*GGHts0YjK0`sx4~ z5DCVe+8Nb2Yz1B~F3x_iK2y)J0oao0P`jr#MiHxQ8&-*L(5zrPGCnh;0E1``4L4#D zRa09F1oY`N-sKRyIKn&)p6mB73`x`mR&S=$Eu;ERjMbhc=p&Tu?&>@GeQLi+ShqaU ztiP*r|7!`fnL@U_4yh3~C|ICl1)(P@0^1HQ)VX1k(9+tQ$X}_xF-kwZGyrD^Gpc35Ge}~oUWdp((y+i%Ray~ zo=2<0%t;rV(qaq1|_>09eU{!Xgqh=3QTrjLgi*(e|b$aniFXO~2>v z-3I-n=0Ed+TVa4XV-Mga{u`nNeMExvCa@+-_Y|83cChEy?#Yn;K-^M}y^xHRLuM{1tH2cqGi3VQ_M zNkT_)4WtHy5G3jYlORD@X3h6hO=?=HW*P?hCbxuPeillHnpixH+e$0BY^wMzy3<=>G6y- z%X6MbZT}{!^A4qDXB$^;th#s4q^~Ag&fD7?@q2@(mlrp*Yr`>fO+re8G(OlUNs4z} zyYRO;+1|}nL{}gO5d})s)~K5P-TDf4J9aD?FAZ_?@JKsyvL+v_+ZQM1n+vw*lYlZd3}9- zD>pYqor`2_h$Pk3Su#uA1;fK^dfbsCzwLc^>@+-w?mZ0@^~091M)to75DJC$!v~|L zK6UWg-PS5zwTwN7r;8rt?b&e2VYQx99yw>HL^^*(Xu7oy5&OSHRC=;eXe=grx;t-s z+)XDG`w~jzSZOS*#MMuZLKbKIn7N8{lJmzhca8`oiMhP~1E8QfJ3D>Rtr8Cz|9&i8 znE9nHJ1gs2ak1nafXbn{ItO}IMh4|!+ydS2;n*Ae+1HnZj4-kNV`4|J`eYt#J)!-h zTGu~Y8V4hZ4tN-y`SA&{la^YCj87K0G3VFPL7HOK)MVnu9{<6C}8HXAExPN~o z09iAVIwHf&Gm8=>4IHL-bahFh;{=y^9&86ymCd;2DoUD|oE-di?B)CSau@ByQmiwk zxL?T|vauULYzPbv`kATABGSq#rHbRFAd|LFUnVBH`<5${7fJoo-9TERk(ar2z>6{* zY36I9>R0iOptPmsM>$$UV?cCyq{$d}%o^U%g6bXkaKPD%KyU=8x8!K{_$4w@L<|WZNRbcUZ>#AXoRY zaa>7-Z3_{f`hB$eFw-F@(ST+UZx}Q}elO4IWb39PL9|6eN$@XyeS03Bn3Y9HI^(+5 z#>3+suguNQk4mT0U%q)G&Sgs1^rsPG^b~vTx!5}#P9r>}v$r=Jgu*tRi+@yCD`y+} zG=rk__t9^5adsBLOeWToYWijG?@2>2YZ`6US4!n#|Kf66AVR-jWF+ml6N<|LUv*TZ z8S9kNg{rzk-;NC&ybtYFbas+S=O@UO_?s;gpp4`g1Q!ong4UxHKSjql5x{Y{DotS1diV7(5*i5ixez ztA@p(ni?66SHG~(QJ3AA+tz$8HFae{dl2cewT_>Kg+ABF_`>?oT|T#5%OSGMHqc|ZD4yj;)xFtCrY!M^4Jd?1IjhZZTs}~t7ZjbVHXbgsj=DYaU?`S! zzG}BVYi8!C!%y;@)NK-lL7rO;g9GGEv@NQKf22}U;-c+X7ksRxv;nvocIOJWKgKti zx+aNYg)i0xg>C=8BzA$gqT94v)DBnVGyL^MbcsLP8($*sO=VqIaUe+%_i>S49slob ZMovYl_x4DZX)Gb(V{hYRUB>WD_#c?frlkM? literal 0 HcmV?d00001 diff --git a/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_135509.png b/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_135509.png new file mode 100644 index 0000000000000000000000000000000000000000..c7fad8b5d0d52f007770efcffaa388d91ef0210b GIT binary patch literal 38795 zcmd>mWmJ^W_wLXlC7_^EiZm+SsiK6GpmZzU-3$tn0s_*hAgDA$Hv%G(igb5(_ub>~ z{@2Yf_w!{fU@^?R^PY2dJp0+to?vA~X`;(FFC!2LB3T(J6$Ap)7lFW-yo3vn@cka0 zgQGGPZ?>5r|s|S*Zul-I7YS+eXAl$p;EE^FPsB9y;m;$*IYs3*J#B?hC2>*}Y3r=r7DC z@B1)<;7ev)1(SuIo}SF$10n?e#=g$z3xCpMJi$*#|J(Q3|408e`fA>rWr!NOe}Xb> z!p(WK8y_KY9&bPMLz5;T2s`~s4%QV?jO%w9O3J`albO8oaih@+`{%hDk(--#W!57nyEiOw%lJEiR&Mwp`uE1L8_>b-H{H@glGB(29lGLH}Q0fMzh+GMp}NnDM`9@ z*|aNpsyUea#{Q5Me}46P72!#iVv3xR5&hZ80kf!R@~6k4S!1pf-UrVr9gOw7_g*9` zG9$cC_KlBsmqtA|Y6)qCKhPmhBM0<6!`4R1cjn^sO;|h^x>B4r##1n`aC-{$CBCWU zd9=h|oS)bZm)k0p+l(##&cGYcM~WF7^UZgsrQLoM@LmGxqn5AJ7DReS&~yJTYy=ac zTjD|#eS4FQelIoYW1R(nTJAD6*o z02{thdqCSB$I-osdes&s-#X^lEq0YdPqdwz)_eCiVLgXl&2?YckXM5ePK(Njy7S`| z!V`GD5||N+#?j49(EE6|t>j|b$M52FhlE)%IUQ^stg`TBYj{rV$&hKi(9+?SgQEbzgs9Db$D8a`}!51%Avyn99l$rdb<3b;Eaq6R-FpY zll`@Jmmy77-72S8EamgV84^9WDIE0S453VUMqTGS65xFn(vZbq2JK8$t>HB7&yrz% z=-?ziCzs*C;hNTI((XJoBzC^L)XQr<`~fze+u|<^n_8}nloU4DD0{c~$z9^WnQwE# z)WkM5TTgz3(mT8H`~Urs}lz{HKrlYW%ri*diUwXJU;YhE2-w| z2$iQf_I-PCdUi0;kt7hoq>z}oHc{@Sb*APqA^k6>|YSz0gN-U;62C zVW&mJd-GBv_0C}$*U_ncM_fEStjw^7xH5{0^KhYVC#yQIqhc$v_2E+Xt*tHjWI?W8 zZ_4{RlMo1O-f2i-Mq0pKvES7!W@yJCBf80({_ySPf#)V`!=+1oIh1tXyU(xk#_EhH$*O~}iIaG83O=K=&~*7Cn|`{3w=Z~53OtzJJPe`7dB%rh2zx1@VZG83DVQm3;HUb!oSdHve8$Bl1r&h|;P z2Np(7&u%(<*L6=6JR6Afd_C&T&Pi4GZ%Oh0+mgPJqz4M6C_?rq8d($a(2JQEJ8vFO@SoQ@87?lX%$XU{FIR)WH;%n@1oMT zH<#LJk|CeK4e@T`&Rl3v(1i--;%(wUzgo`&GHPo1uPUD}5fHRLqo1@B6m(suKH6D0 zXqRPk_O6_95*G3~6~rT<&2*Ui^$q_jX(aVCcx_u-n;$}2zpsUP9*kyf8K5W{#D90CPv@! z^=VsY%YL_0ZM}{0+M*$=8i;K-_Pf(0Bw7{1AsxP>61d;%Q$5yIVLxNmlaBH1*)z1; zKxEzl_cYb)dP_jbqE*5I>Fy4kaPOIRnbk+tY{d^O&)x(DT{3$4vJ!HPkjv_IguT7} zpcVfcKfmCJi0;in*lBVyvNxS3ckbW6FFg=P1CH`@Tj&aDCDYD)W9`BBM!y>et*uFC za+r)s9}pfzJ#Pt$#_S#)hZECm&uZ&I%(AW7!iB`+;5h`AX){*E<*{o95&IcBKC0zu zJ(iazghc%k943Kwr-f4Au8BxMIZvxp{(w%xCpq?>wn~ZFv$~^ssxsS&E^t}a7vHWf zaF}y*=vMLam~{Lsw1tHF;l8eL>p*03a`H^8PWYHj>y%wZo+#;-s*8x|7PeqY!iM7- zm8eE%W7Iu4L~UP%?c-{|-X-)@-zr5o+j<1qo#7c8KF$CFZ@0LnvkdO4%-J!(I?~oR_r?r4>s|74uXnG}xc^z^h0N8N7`1brGq}GIA)DSz7 z7iR+KnySv6K-Iz z1>5<>9h+OT*RTB-z=1*%KbP0xW{x->Iu~pUA!KA^Cc^~A4gO@xo^G|${VmW>yL^p} z6K=5NrHYD5yqG6HiNvX0*)%z+gzN8%E9KP87z+3XdU7(pr$+_ns$Z^@JqqMzM&4J< zKBCb0qP+jBIv_@7z3#+j`R~`JpOJS^H5a7=dNYl9bgwoi8=nKj0juEjIdwDXh<^Zh z?{O#vqo80sCeGz6G&BleNQi2ewNC)BG-H>B>n#WJOT1OH{bJ-Ni<*dG6f=&$$?NL5JB(S`zUk)Z*ZTxaIPRbegl9Qwd4wk(2kV{dW7R{2hFAuPA+Td|XbeG< z5p-DeBrM&av3Wvb3`p^M9)0fBbhC41xc*jlRuKto;JAF==JtAAC&@kN&khlg(K^%v)a ztwU=r0D2y*^yl^N>$;9Pj{@LBf7cu@=lspnjw>Jc2!+*~x~+nV$&_03EsocU^yR2$ zn{*~xjn^D)D}8@_U!ggFm-+*%Y5?Te_SkDs?U+Az4klw<94xv6c8vCPfIj{&a@363 z`AN4N6`5;xqn3^x8E1aHR>O_5QpSvrv*Q1$XswvUFWCO!^`V=UW?$@(m2wtgiTTWy z#4aHI6k+FOINLtLla;=lR#@?u=U@LA(@{}S1e`_vHXEyUU3iU0YcTcwEuco;CU4vN zGyczVF>+5=(QybW2e{yU+e{(?%T73_>-R(@-&K!vKkrggL`m72`EVCwb^L= zvOAnz3=eW9Eaq;SAN$fsIR{)l8`3JeLJJ_GnrC}Lx`hRc*u<X58I7-UUg0)sz9bjJ7BdBz_g@VRm;%e>Y#3nv zJHw`ct@D!&RVYg=2J$=687E623Ba)s0y5t%{W>o+4pkKe%+3J$N)u)BEaM3gxIY@L zIxqj7DjTtRxjtGcpU4{=NbAAUzJiaB{}E2z-+wkAQ&gn8@hL~`hb5tksPyz(;67nv zHrb}#sg)2bypntIn*v^2%H`Y7bciAi*e)mX&q=n&3hG?2i=Xx+3bqIc%_XJ?IsU*G z>`oSnUaBLYyf0X8Ju+WoH}#z_#=3kY1)cSWl~NppJL@sB9k-0KdHDFs4L#qMte{3x zs03`BC|FgRkN&DEY0|`w=y-Vx?QJ%Zh={nXy7kRCoY1!C&Cb4BfD$4FFjs8yM6VMd z%It#QQ+C2>KEh`g7l&I3#In_O`aWE({{Dg~fh5{ja!uW~_p1LaxTY%;rI%M%B$UgN z*RPIh7wCzh{TxEfAtbU~;#O{`kI@Ot3v$NkLH$LkFg0mWNH2c3D3)!VxzEMK#iZN? zxkcZb5!=AO&ktP_*&}m)-@0NO$Dtq2?6ChBoxuUjs0A8+1&iA0Rg&0R%!tr)@eK_+ z6v`$~^|<^aoUgwAfL8SUu#Zl_0FkRtLeBjC;skjm^O&ZR8~7)^hpKf!*n-*Q0fb!M zXNYkm9j)hG&xp0*zFm@cp?=2g>AE5jZ&}YD=#v8C%$;}o9<7wcj3j4zC2@om^bVT{ zHWX-f){O?*iAG4@>^WJn<+k@1mzQE0u0tJP1 z845s?U(Zeq+hYy*Z51cV-FZ%rbB>1UCwLat#;OG%R;y>7K_>Zbg0er}H7`%jhCED2 z#ouwy*q9MmA^ZHLt7x>{WO%&jy&EZeo~5LeR@IX7?S)^KLgx|hb*cN0$RBuqJUjX5 z;Y<}AjKjTZ`bzZiVr5%& zCmT&~_M-^eRFMf^j6x4S`9y4v8pQ46inw>XZ3}M|lYN_|My^H3%Ja5rE&-o~PLj8P z6&f7W8233@BLtH>KS5&&z~A}x=N{{|2YL;Ex%2gE6YA=-X9P)%tkA?A|oRqNOMAE+;uS`TMX{M3X}wMnipA8XF#V(YCEL#XBBpa z6n8Zw!*23jA|Wvai}w!*aG3oWNw`2G>c$C3*JYuXk^c3sDb5T}-L{F2gj9udM3vKP zqn2CZ=bM9_mSyY4^OL>${)i zkqsv0O?M(1{(faTO5!7+b!*sJARXI31~0~iE(jMx z9In4VJ)W&+P(ESYkqrX|3O0#eF0BBf~!0ho%O?e-$>!htk5O97NlJY!Y>^2en*Vc7Tw z;U(gLA=K3Q$&+yUCq zT*7*!tYyls&~;;+J@y&}#S^IAxK~$TPpVxvOqv3Se9hU=#L$sL6klkNPKS*EpI!d! z#!SQx{}I-g=lEJ>yq%J9rzDimhzw{$Lbyxq)lu$_`xXcNd49sq#jfMYKjS#)fHnD5 zxB-Nw5L<@iYs}N*m4aNY(hvZ6T#!J~#^-Z>WO|wMe)5dleV6r7AzZ@i4e1a3xM{Ta z*)oji@7(D<#;!sayx}w=+`!lTf?_0!@u>#j<#3~`q_Qu|lPV8Qy7}8Cn9~}(4>ZZ! z!LNRiZ*o9Ak_})I)zRKHi~=(>Zg2;*!<%I*Q( zGYkHm6;W+6OBvY^m1r@)=g5e3oYzP?#qfXonS(34@s-E-F`C$K?0w&S9}xIO^7GJ(?&GtFxoUtrV@%Yf|X zoW}x5T(=8(_a9NwuDmF zTO>Sq@L+d+jH-G}QAtU@gN^?D9$%mQ+IAZ=_`k@2r^U$e9#46DY-6fe{||b-M+yyk zU#v6->&DvZycaHA{v{pF#H6HOe!teeLW8SY9&;`6$D9gq6;1AKUfk$H_&{fV#2SKJ z{$NBtU^p~$27Ila{ngF6c|3G2r&(q-WK8EeVqIPYmin*gNr_E2VH6inC8iNpE`HV4 zPJ4$wO4fo+^e|oa_~D}|RJVL@PWcyQjNuY4{K@9v&0$M5X$Cz>{PZ|BZHmj3WjnU6 z!VQFnJq^zfL>%V{fv%XFiI70k0BV7E=<665TNsdO-X>A?-4cO{DY@ZnC=4ulOhMzz zP;;2yjP=c8GT?~gNW0Ov;ly^d^8vsMI5HKQkkKl)v33@upJrE4N%uSekQ>TT!*hhS zI7s>_V``A=aG5JHpa zYZg&;n|ARMbiz)B!rxX|)rp5oc}D2GUs>NZ5@PhFby@nUN$UFB^C?3FBXiO5tvC|JRlezMstvL>Zu(2a|MM9ppj)nC8xV;K>NC189_toV-9# zDYf9w-dx@3Olt%=ke)I@=kFeivaz=1E^h4&EVZQ-bX~tfhUtBh_|*WAGU2O8-%KT9 zl92FlT$!hsj^CG@9HzeGKtOW*Ab5OPSAQJ`2j^Ltm1e!yd2TVX{_AxNp7ITS`~*RJ`fR1N zEGRjk3d93sGIVci*ot2+_O2|HvNE!=ZNFcts;Fq7Oo*VNCTpp<&s<-x z>IBJ)oWyR=J6FwOr{aSy4OXhk8Z^kr^R`#s(=>`T)T+3mRaPSWZIoU02QLnXjv21s zI~q%8DI<(DS;Rs|Leu-(kK)1aq26W(T#*4eWp%VNnv7BIm2jQe?@yx8vO)6;g@v3H z_q3$a#JyRbeZq!k;TQnL4h3Z@ROza9UhV)v6d|$>m042(b#4(z!!D$%F+w6O1KY0$)+5MDPRYgp=? z>QnD5r^06uSM}y}S=9h+Aq{W-ASkFa=rKU--Ey8pSW&y3N^Y=MZ5jz%{!A(uWKp}cxk3Sh5Bz0cVTx(z2`%}NJG z5!dxu;3p6UKo3(3Irytl?#;10|8fPrn=1na+1eB|FQcQPWU9;tPoWis(K{N~%QT*2 zAG5ITQ2Q3m@Q?6iWxX-quN}5$J#1n;8Ci*ov8?(*KzXTdf%Z+^8HMTdtNSa1;mM?c_!KRy!BX@!m(VBG)+_*JYHcNiJp z0t?(*+`^UzN(gX4DCGFzwV_Ofs;n5e@ zsCchU#rG>ovLI4hujy#Vun{wHefaInZ|N~AgZu8VrxuL_uf!t}6zpp6AQOfI8*F&- zJ43oRORG&zS@{a!BFuEf6k)50x)gLL8TgRTV(UOUf4Hm3{U`xQfVScqAcwyJEt`VVYY5jbz>R#3WfB$K`xTGKYdiCs;%Y3O4wzyti2Q;(Y5!P*F4{Jn^ zsx|WUnp$c7a0o7?@`X-vz3lL%D!>aB>*D zv(V|~mZSFIHRfigKu_UEh_QL;w-yJwt&oQwON(Suw}Y7se4!(q24SBEAZIwW&_f{Q zG^(7;hi`>LOWid7>H&}yQ18!Bi@Lr4`BMhnO3u|pRa|_ERO}YrAzbKA%SK+DCyRS0 zf>jhbEvb}uVX)BGeYDc#X>&{yFLYoOJuOTzZYL9TD@0^SKMEw)!f!4}7BP*g=d=71 zT`y^U=6+~+U5Ko|ATUpR>IYR`xXiY1H-j$%T6(VlyJ?P>Tl9S+tgk=aZm)rF^}F3B zC@z3S@P2doR~|P9#;{;WoST)M9JtzT&yo_;-j&p${+nZJZZ@sB(3SAcXHAPmqlW=m zK4#+lygxXce}~p*>+M&Z(}|1RfA7VM5gOz+9C9t|MWOtSFWQtA{ijr%V@=IU&{8k4 zwT-HO_}1WPyFu|>2bYkuoX0d#0&~j~jRMa1`qbykRGABh(w~IY<6m|tHjU6^*YFx0 zLYd&ab6$bvwdXR^*=d#ehg|D)3&b-SD2W{43_pUb*Wx|9}^C~&PEysOla@-T-7Vl1?qdV6eyBie* z=Dc<4(xvc$54Fmn=-FU}&hBk7j2fq#Jpn{1*mzCjwS~6&8(jqfPLFU~#TLzf)(&l`ET^ zn3}Uywm*^2kL^XrbD=aZBWK>}2e4j-$x4fhL;(SB1V>+PLgfqKW{BxrHtb*jH0d>X zkN5~{!AxbxSREBwInl*W$9>~g8O1o}sgu6k*Y4zhwx@nLM+tzB1TBriSX+F?BY3sr z6sc+c_tG0b1-gcc3Q+TSzat}AB@-Ybc7ML!Ci_|JP;bk^VR zOiI$;!`d}^8ke|tiU^_XcGLeyr7ra*|BT_Yv5Hy(j}0=|5<#!jAVtJf4a={iw_ay? z`t_~2Bx9+&PRG2vYnEkrBmqrNufvx3_lWokm#cA2p1Jw0iPZ}gEB#}*I;sXcUx9WM% zW8Z(%Zm_r|mzdt?@xKd&CLwioo9{F0i&xB1pz=%%I8bJ!@<}Fo&E~zg*nTYsoj&^g zsi!n&sNdj9J-VllsbcZ1jcRiF>_Uf^<{hQ5Gh6Lfho4u>dK!k^PCGLq5=WFI_&Qgo z1ppq)NNSZ6E2jFdn+^)w_% zOpKP|^$sC(Vjyi(CC5ghn)y5exM zc7*~rkhpPuY(4C0@zmkgZsgZ)@ua#ZX>R@Z$|cu^O{P0;@Z^R+8HJiD2>SyTp25tM z-tx095y$hx&=U*`;p+s1)Mil)iF}65mvS=jso{oP|81~lVZ$iD83MX3*2ZSK2B94( zmOgL%43C{qa&Ko-@aTBGnOs(VOD&;~?;!i{;-kD5Rq#v#Y7yLvqlh7&b)hfn-NSB} z&l=zK)K;U>}+s1=%PNHCg6E_u)Ab(HC!XZ z$6NIzG1*FwU<<7zU@)l2LV}29H14zW>m7jhOA7T(fsayz`+wY7D)puF&J@2QE|0!_ z|JhfnSeGg-&z*l)HMln{@v7D(i{d-4d@nSFio)O+W4_z=SmMj&QB#Osk-mi%*OJ8u ze*ZR+LycDLsr8aqs%kqX!fO#6d&jr6Dc&yOQMPn9gTgbBSm+x zE2kv%rTi1*aG&E(lLite%#95BkyZb z4n9g&j5bIX#t|5MrFME{1CZ2LIVD-HQq;5~Y*5g|NCoNiOeb~OJ*|oYold;P+dL)> zpB|f(Y{1s+7PzH_;`s?uLvb&Z1;=ojYPr4OvL@e~S3T;H!@4oZ1+~8S9B#>>o7*%# z>g>-`&>p}p#kpRbnK&%gpTCJ=N1wF}Y}TQetKx-2(dOo^k8dLJ529p6zy=+I-tG4` z|Ej`nsYh|piSEAtcjRc-J{?XK+dSDYIT|FU8P%`r$8pK{s@ka|HZ_%{pOENNo0fCK z?c9sUG~m2%Lh_P1}K5pBxsI%>M<=U#!Et&mMw+u}xF1|j7 z&1oL=!u1^)eb?hph1knSF(V^QH2+GRZ*~ZsruO1P-5Gq-wq8t(^y)-<<1KNtp&sUu zGaIaFq1L`)bKWJq$RhJLz(C` z^bhDKT@D^D1tp5(0@z4pp)DQZ4WlxB?`z-GO8IHqDu2o>4)t1Dat3vyGqq29FNE&= z*SB)ib8zlTQxm%#8Vb4+-{gDqzz^ULDs5)J+V%=(zhj(2eC9Sx-HmQ`uX2 z^!)1SS@{k7yFWz$vv!&fP)Ev z1cy2=h)yzek9}^_V|pC$qodj0t~xWlk7*MwO5FD2!=4iJ@nn>bcXT)Sl6Lugr;zub z^|8%Wl!<4@^)Jee!*0#B#|HxC5M(ScTP)GIpnk^Uymp585>aQ8V?aRG0oGq9&bTRy zV+9$`N7;1Vf0u)r$G)lY^-U26;`+G(2|_=uo~($v%Q~yOQxMvZQy1bo!N=pc&`qM6 z^<`;5AMk^G;;Yyo@`B8Iandbz5toKEWa7PXJeT2FRF zLUPfIoLwKI>9p@nohwAJ6aQ!&{kEJwiDEJ`%rL4XYd$RfSEGW5Q+O=O4Z8&Gq3-U@ zTKNpfHZs&`8k$h0pB5md3!p>tj-&`{lKa70n!{-}zY~~vu4?e`lpog1#mMv3^qL=I zh76#=fzQjShdb_$?e~wRo&ynXg6Itu zmE5q$-2YzI^lM%}uF6^A=|Tcep*zai-tBGq1pkZTx0e&NZtISx(M1%E+!J!>W%m$kMFRewR4!(cysEGh4)B6`8 z-rCl^&SdzaL2B{0kU!Q}pHh(Tn#bOo*;hPNt_6A!Bh;1#x<~J8<9hCEP=&twXUlJL zjt=sxb8XFQ+{7DvlkpBZ1*YQk)9nmZcV6xh(D#4+M+ABvm$qoqF(!1^6w{oE~oFNdn5-BR3kOql1$p~$Ew{dM1O zNjp0ai3SK_OpGn>jum9Nb~bkx4V|T?iG*GJqZp?Ki*~ap~V&;pr!#1gPDmb0If=-qf48rfalpCZcde?DTyC3aNL)c8f{+M4PVl~Kevom z;bQH(i#1w|^CW_QlUf~(#U|)nV~?OQh9;gs zG6xC=#`YN~B|Cvog_7F&i(1~zXeNd4(A@aWr_@{zHFR)zxZ(+`N~VmSPIyp7n{9nU zOcwo}kIt4k8M5ltWjC<4x+StyItmz>vjxt^y#<^$Y+z@tf5rIiuXXNA(*ZMyxMJjt z7y_wU2axbL_^mXC>!AA%8nhN5mryUBKx_kz-qm|ryiMoOKzQ~^3Lm}Mp%nMrK%H8- zUbRwu7gT(~nVFd-6HxaONJ5W`)h2ar^hIiQ`yNG=_{74!fx{Nc2a=rkw1qDbl~!9f zVz}z)XFO@Vt97+G;Lojq8?^cRi*M?AmA=lWq*UBgU zfKXcg!1M*ybr=r-$6(PYoaECPn){rYS?G1-0ED`Nnb{ZZ_I+IRp%4vJASIrEyDF#r zJ{k*8g;j6V+qin>nBO))+XkNz>BB4?ku|Mgi&I|X)7Iuc>OxgEfo%Q#nP6W@!rAtH z*|R{g5^~$+wrUv8d%Ut| zd$E;mI?z~ZdNWas^JNdPs6NZNPfScI2qa(>Wh)L1R`Gq%wsm&2vw5F00FCp*GglV9 zpBOtiGjh{40JA-;)8s^hrMMZ{?Z_h9rT`1?~Gc0c(f+~DBY0J5K6 zpYX3wf{JGWI=tvs6$CrwY(<*b`?`tzoUbm<&#-YmFQCwUU+7Vw2SaZBx*_Diz)^Qd z-`LoA3MPqe>Y>&9-=4FAMjgFJD69Evq#MOgTRHQ_Eyy7T@_100hmYHP zLph)~4XwhO6X4Q<3d{$Hf5q~pxYZwG(t7nQ2VqA2ubk0xRKWnKkJRt7gNg|BaX%Cy zgJtw~_916d*@9wmYF4(_!sD$Td)-uannA~Pl$hZgO{5Y7^Bcd;=AJuG;t$@FNj^Q4 zCoc>Nda9ywjCc zh3bvTQ6bc@2LBIN%`V%199k|+D6|&Mu1kzBn>EM9uo+Wq;1b~$1)&qOP<|;=#F?AV zYP_qD1R!?jH*<0GGY_|wd#JPD(pkFN3<5fS4@^3I2`F>J7!gMe^@^mCPQ=n4n2T#r zXxmgYI>kJd@l8XP2`5_GO})`v8Cdd973;OMk#fjTpb84(dvv_eRVtk5i^lO@zc}g} zrkdVMNR*fvI`a-W+Dk~LS>gIj;S83x^Nxg3nF8Iy0XB(5qRyrQ`+t!6qVc(secySh zEwZn4wl*Z^#^3?~6>YqYnwMqFio8#gf-0V-iC-Zzs=979X5q|>fu;`*uj)e~W>18D zG=;|#GQ^xLVJn`Vq6i3jv8NFb;DnTPHp!g&J%iMLd-n3chUcY}Owh(0J)cE<-=F(B zn;(6AyTwdXce#xXRyBaRLC)PI|^BqO7bTk6?3Mk;es5WMT3F4+gAoU9R_zu#7nD^GLDSn+VF%Q-ZEt_G!K_4A{C`E!0 zVx|AB!(49o{P6PvVn(_6YkfYazn9JKznqhE+Ym#ExpQB=Yi2Dy88$Trw?;+VtLw4NELqv#Q&eMWB$EE=KXb7bsfW5_n#*=$wWClarsI_+dTW&{H z4WQ?;w>NPP;Ccy^0Hy-UMEP^b5k0hk)ud+*(90Omt{at4Q^}|Pn{VyRTRHO$L#G~e zFP>p@?S|j6QDVlIud*1x?YLR-6XCW!f&#mFMR)Yn5~WG?)aFH=#eAKD+#4b)SdYGG zcb32zF?GD20&CO&AiqM+!3xrmA7SuT0}peFC8cKNR$VkIdaO=7b~rK*uz*(VC0zYR z+5sx{vc4SFS`(r&uOoR*JYtBm?Pm(WTf|jJT}>k&!ThvrT~DQ13O0F32!`(y7*S+Gy#%S zw>R(o@V=7VP(O?pz6P@M8DFV)XD13o?ncw>4eXm(^QJDxT%@Fhj@eO?uA3UhszzEe!D@Tebbma0`4Yk7%3+0Iel0iBcUJSK#OhKA-Rmi@VHnX=KM=nLLa%tp#z zIDGvT^YN9ejAB=lk1txm@9(aHGD0;@HqHx@vcEd0%|7^|?RFO<88i(rJVZ(&es~LF zC0q(rlA!PS&!tAno7Ts&lqw|ho|vFM4`9v@dHGrn=+(`W$Q!v$`U)vFUryq$JP@p; zk6`qLu_Xxbti3)kCI{mj*^2D+KCjNb97l>jUv$bvEv#VDiLZ{&NR8gBwyw6oav^}% z@LBvdu%?(`0JVhUa(~{+*WQpII(xp0ap$;Fd$%|27^8)a@=j~^j8Cf$1W8?i8?9|^ zyXJ0nbrXj57GdxS-V~-w=Ak(YZTJLO41m1tzvhpdm8gYZ^}oei9Q-}3A^K5;kwy0= z&>WdP_q06@{llmpC2-ICYXT=X)Nyvs{a4FN$%Q@edGIU+Z4U6cl{_HDoE@>PXVkCr zLT4O+T`0RLAh~VU(6^YT0X)~ZM-Ea=ZVo)8u@Q7xu15xlA7MPL!5WhXYeQZeOJd6u zv?+LnFd=tWziu=-`wFSVT=#!?S?7(NTsnie`#t3x^2zb`$OLYtqm@655tyWHi>-81 z5*L-n_N1g17%r5sM=&ok35ufms+Iiq!V4Jh`kSN9VXY@g8u|2Wha^|WyzI>UIPPhs z1p;}D-<8(wClsHexFbt2Nay)ZAu{r>`9$jb`OX(P^sz&Qpow_xxG)*3J-JqXn{8Ba znWMgN*h;>9?H1FI zj=Jq8lF6-cE{XF?^=G)Gq=IOCxVQ3ktmJEyL{Z1_o=HeH^89s{!qiHEuD<^p*{`Y* zO`pS+%O8n7e6&aFEKttuOQ1vJ`cF&_5~*9Gqhol3$94R8%u1Y)7 zP;f&V#Ka(i*%y?KHq|a~=^u-FaYwSBoO_xLbo~W=4V=3<irKt8YSXSW5&C!U6PG`d2kQ(CmogoRAjjpAB?hmfB-q`oZpOnn726Sc zB()>o1^-y6J$mt~9X`&siGK#+gI z7L7*)1O$*>eHFq1Y6y@Z;-xEpd`K;5*Pxnxjg;;hC7yPfr1JZthD*HpT9W1bSeBcC z8jB;gz0vi=G#^ggsla7G$UFxQikl8%QFO3CkE%l76eL$m=wK1y(0O~}%QJ)gy(OSM z^L8-ubqPdV;)k5++#13_9XbRQA_LOs)6$86EvhU zc_~6{|2k;&7cwHm{{=W{91EbXa&Yag)8AkHFD<~#6G6{@g|}4}7qo7O%M?zkAL-RW z7~`=$P;|#@>ur>T?QG<;2ACoPSx9EzZVZU|pm6h;eh$KX#Z=xMzXy{{zQ*l|rLPZG zxpEks7T>pHDkb}NO9+hIJiYBcn`GNDVW&dow2YnRjcW)TH>2j33{iUT5_-scd4-vN z2#u%_&rnRybIqK2`|T|y8lZC{bi<~q?KH@3Fp3eZd7(@0ye37OtO1I4v~Cj$l(pdL z$Iac?!?WFSGcavAM$)r{t*%bhcP>k-Q8So3mhu4`z^@6d%J#yTXg}WO-hlqXQg+%r zjO-lzWtD0sVPHy3#8SpwltUoTu5~51J$?W=8+ne8b6N6Wef^TcY;oQBFoSnnThC{L zj)aWaZb~;R#`iE47WMu;bUaG&2?*|NM`_Y2rHU?nRSgXy(X9NFOQ2O%qQ&;oNS^#q zADQ6e>pE&5hEs`)6g|8(+r3eCD0RQo?ly?nGBe{xl*C{6DCcBEt!`>y3fhbcDqXub z9kah7aJG)2qB>Pjf4Rt<-2e1M9i)j%iySv96VV9V5rJDZ->HCkIOaMKkDwJXVba0k zy9klKr-3*aw~VSkS@#=4#hf0IftA&I>}@~)O|NHq;qyhSkJt3(M@bZ6tCUnjSBe}a z$Glx;_XXu5I=v(|X3ADxzr^kQ?MSK)x@gCNL3mz!F|xK^el&EaPShJztQO~Ikk{c)wjyydK}?_okDZ+Wbu?HJP~R*dD?@yxFtU1SQYEh z&I>ev;|AD5OvC#u_vz9f<;vnVbTf6zPd%5D9G`*>`(R=t@{pmhGs)EAR7JJ(@KXX0 ztbz@|rO^$Ai>Ok|RFWRP!ey}m-83?E*1{Q2!eRCL>89V%`ro!;jhYwX#~8p{+S@B< z1|=jtY9<2OP3&l8jEYG~ZF@mUwExXT{l!@Xj0vG@RP+>d-BV$P3()AM3YW^H0`TeB zaV`C7fJ@BFCp@4VCt&ZM^OitiO|90$WRIXNSCfY)>yGvrLf20Mx~fmrbjd0y=#W;4 zo;2tVf@))K@bFn^D_KMJ-~2lmnP|1d&gN8>qf?F=@o>5RBba#s3HV$={bW(A!3e+E z5Lw+>KSS7Sxz2j^g>M+AYXXAqWFZu_9j~{xm@;s|MzuQEz(H^)P_Pl@=w5afT0NQ2o40bIc4f2@XX@PU?on_Ez zt64PrqDJJh%31m&P9c_AiQn1@5Zd0d`^}8Qv;-an$ATsdXv+LDh7Ne!495zvehGY* z6rdP00_A0@cuJ75&-so0HJ;vrQp<%7CuG>oETN6#6@@&-Pzt-#3Y^zk=wb8cv{VEF z;}Dj{*S_^O4z8Ju2`aCp%?|G_foY$eupjNX(t4W1XEZzk5Lp4*(;Fbb_roQc&PuZR z1lB=K(yS!572-r)i1TJ7&UDsZIaZ=HSyB(957@@Za?RGJgg=OU=Q! zCydq2CjRmQq8cb1Q1`vjwyljx^EqBBZiUgYNZ4xCOc_!%eF~B}ZW@rw-QY69W_%ip z9+v`v-WJ?D=())TeU9<>Hv&(OKI&HI(CL?clf`@*^G4#FQ^8w0!b4QP{cIBp-J9y^ z`4ZXp+pT`3KtLDoR_GCegxa?ywA1C{-2G>r& z7AHYYZhkU7Gvf{=vN=fa!rQ4tTHhtPT_n92?W z-4U1h9|me-JmAX^@@o??ee5>%mU0p55tv&v0(KAPfP;?ml~^OK>;#J^PCcQ@>y2($ z8#xofcM|41YcKuja7)JG8!l2N-)on2cg3^}kLbV$;ipk z1LwYW00l0l$=b|^4$Z6Ivp<*1EPd z&IDamcs5d`%yOah>F+jA&nuGr@7-aQ`MXlZLSZ&|3TS+UFIqk(TOr5B%8D=dnGEXQpQw6xZ24vVFF5FH167a7PT&C4S58T5$;z(sJ{j@MwG9IOsuC4CC;j_uX!^EZF;>v}#&J*_d*X|+nL z0L>DPuJ#Adxyp<=>vE9ou};P%rVX>9 z!2S9{4WSY9GIJEFR`{@>{JONLs88$KX12BkVak2Q#l`=vw6_4t>RsPP7hMv9bgDGc zC@CNy-3=n3ND6{$$nef|>#`VahIW~NC(LV6=M)*PrP zNY?(oC8VTGe`)$Gzp(?0ps0Q3uLu1vDK@_Xjm?3(K0RCW$$&?aTpBo{=($YS`DHP1 z!_(6{X*uP@)vx|BJkj{-=?a&i@A>U>2KAJzZ*eRev0W2x^j4|x=5+M7R8!SSr9))U zgoTCK6P3&9`UVEBI@i&KABQTjva;sDS!ws*goZ_>=k{a3i4ns{tIno@pBW(7-?{u6 zhtYOGI=z;Ov9z_tQ&H(gKPATx`FT;hv@>?n(qFN;q-7l5J;|^%&_;L6n_oRzNJCF| z4f9*a4-&evmaoCX3Yun#b2OV%I6vQIOUnD5Tssq87KFFebU*`7Chb~H7g4fWBx{+> zqiOSKp4hKe@}c0t(_3Bpe%o04`xt>r@qzg&^RZoX?@u zj7(2M{>pJ!1!$S++1Xr%7BuO*S#5oN6`h+8pkV+bo`Jw)lnvR87elE|Ara&+sf#Ia zs3A&}tNQ-rmhi8osea9MwKn}iB9@?y4QcyZggak6G{nCr{a_5}A9Y{1A+^^RD>+6g zOwbrAjy+;&h%d}p_A)OKXcitMa6lnJVmf%)lcW>IgJH{~dw6)DN=ALCmLc~)aoD#E z(J-H0{p>Fd3K9i9qS&OQP#CC3Lqdt@BcQ`~{l*P+r1D7@DZr^{p{W@L|J9pimX~we zJ2+gA@8W}sBVf8np#7l${YSp1Be!a6YqN-nwVtp*&&Ym4@lQUmH*qpBRKIsJXL8zQ z^}FjCJ3@O$t|Vyx%Yox>5wXD!Ui|#hd-3v1W;eqFQp)7?-(#|>W~~?N1iivlzn~g0 zLN8ipwrdGQ^W2%kv+B!;0ydj$K%9-$JWci{QGhJE$GO+E4*FkDtgQY4nxMx8y0i=C z03${MVc4CCo0|{?c!E|6en3FL+IUT=$vI}~vWWW?&n=|Lgu4H}uz`n%ny3hmdOT)* zo$aMb{oY!t6+YQdqaQr%uSi>hab+%N_8)1wxw3}$Nn+^!9Vyhnq2T^E7h}7`jMnq> zXQ(P`8^8c(R#r-CW}~SEvB3dy>{S){e$4Cm{=Ip}Qy}#UfV;m#MY4v3UhsCwj$@{z z^!10bH8(s+Jy(-h@mxoz{QqFBjo<&6AY`xDJzezyZ_oQ>pB9-GE~b2f)2HWFACh=+ zSk?2^sRaW=2tbSWorXAL{H&&Qw7uTFB2$u>OT2^KPMvHne35z%}?`xh% zBt_a->}|tI`T7l?Sn(ob3YjZ0qbB0IdxmcrbmN(eKC#Lf57n~?eT@_auv>(LN9JiY zA$&e}_yQ!^0?M4kRx!pJeLPg(-XVmc^R4Y|4nEvGfZNrJ-L?=*Za91TNQ-~b)s0(( zkC`(9J94RX$%csqt4IrDYd=wp2IG?(*VYj~x`XaEpkk^=ja(;*K_(DUbm-?S4xTHB&OrKPncwal%uBJ^9Iq$ldNldaLzY6>T&vMAH7 z&Oi>91~8zZt}|r@4gmIdNz)|+v$;?M9hc;`AeSk|yyK9w9>H_Du(+n0FU`xVT&?Se zu^&>hU-3Y=CC!?f<89=Xl`*U$gA3d%c@6InfsP-tt9a9Zx&Z)acGG1STjrb*5s$by z?P!JB=z%SDDM=U+S_~sJM+Z;Jv~^g5qG)X6TE+~Eb8kqTzoxLCRCSXwFvwCMMqnjQ z(f)hAERvkD(@1Ioy<^}`IX8NhZKbA+O(TrGF;$2;(?Mu!QSbLwzdW`(DC2H^RD0IB z_z}itqe7bmn(K<(koUKa!PQN+%!Yb{0JI|ml1?R&hiYyABD=2o9n zHHqu!dn|^Hu{WG;!j6N}nZATCdlXaO>P*e9*_(ewXJTe10MtrIa{x}tTb;ru3JTtT z_zpOYH4wmJmafYRu+~Al#j<-qOAuctb6y>t*QB30h@2lIzU1srVa!IKWi>2}d?dRo zUgD3$ApP>dp~7PF%Gk?~saMnZF+8_lBDi;1K|Sz7O6 zeN-a=^&Dc_q+>Z)Y7fb%a7~)Z{1GBlYBYQi81-&M~f{AI-l?hv@7>OQjhcIk(Dmh3IqkTskvL6VZymEWFL3?Nq>v^j&MF0vdpE)C?NUN7MzpKJXh__be2#P&dAt` zDzY2zl8|II&ZZ?y1WPIRcfo8hO>?Ir&GPyNk?K2kH=&-C|6Ju@6DKa-Hf}zeK0mtP zOjpVL?H%0_|MlC`XI|@c58yQnU{qH2|KwNu(f+!{EI>dB7s*M^4O7$ym+uDe9GgiTcE?c6+o=&}qZuIHr53IUycwi3X$bbRDMd zIpR2ly)iNH$X=Bc2%$Pp;7AHjC5X{j*^8h(DZ@=o4HZ8*)Z;Y3K3K~hcv-@{wf6f1 zZo;EwwsD5rCEup3tQA=N0w177^$z5=@HY3Gmn3p|X_5~~ z!m4w%Hu<#-6%JF)Zt}VbjTb7TpPv=={Dm7^Q2ia9Z+A|BpCcJqmH_WdTN}~n)8-ZG z9r{X@`Hs%~%yXPU@?F96$Ett+b6X`ln{ORyG>(O(e0->C_-5Xr9f3Ya5BqBR= zeU^Egmra-c#nwmj{(&8fVT?9uA9X~KNq6ACd4p#ESNTte{zb1wBBuLN zmJ+%~I_L4Bl((D(C6aa-lQ>xCvWM}x5}EWW9G;rY#)zV=a|t^^7ic>;6IDAzhw1kL zM5x0x2z9k8M@F^p3u~&3l^s8S5*_VoaJotP$SX~E#j~7F(u+SKd2y0cSHE&cJvYzp zeDzN<#d98(2M=g|5jt^Y@gL2RofMXs-Zh^PLET;?>Vnyvmj|1UVo#ry#I;1z7mFJ^ z@%64Ba{l==K>Vt^*>dYlbZfV-`aB|0Dx%HOeAa1|qS9B?A>f3=+?E4&W^HPx0<8s$ zwetMbnY}|$y0~qZxE`tJndd-Xz_twFh-^J?Xk2PzH=m*B6`&K+COth^o4~mDvR~W2 ztW_;T^&_$Ca_e7?l#S=G!zFzVG_;?Vu*HAy_bHqn3=?l{Jlw#sDay&Q`E^}TaQb7P=Qw474{XgOjg5ik0&Oq^ z+AQX$?si7nEI|q}6uy(;WIvIjvu;Mid;nFbHQCtWy$nfQ)lB3Z_%?}X;8?s$Q0}ef z&6P(}OH+hxPRM$)-C;Om+BB?ctG%#Op^azcDr845h6(?iy9rCfPOTX&QvO{|3su_r zThzH+;gRAvDC(96I5weJr8e4%f3!>x_iy>0a+hNo=Hv4@ zW(*JT>3qdwvZz~|RO2>%|6aPm-BP4wp*JuLrzbdg!28%a1xP9(P@Y15k0J1Omvs++Jd&v2M?uU+rEd@e|S!6h~Afh2FzscqSyg*Nj^-thZsV18ky(- zCOi1z6_}e_z0EiDpD#>!y0^K|n{fSa18PqEw0f!~URp1_N`%)8T}i1vrfd5AOfWWs zNXRa)#?os1b7B6`#$Swo|Eir8_0cG9Wlg2ZM+Fi~#=<#Ph6A%^#%qcMoZb7A&vRKK zwta16FK1l%(TlH1!R6&aeUjXd*08;!$mMa>jy>iS%iS`ntFmj-(ReUuBUVR)`lJfi z=es$AtjlszROk_llgEe8I9(v-mQ++(+nRa79Z-jNPgbbGO>nIEy!`PxQs%!;)|ZYk zUOnO^fxY?-Z)MBU66*?m$uC(PEHs7ae(Bi5$)T0(R4{sd0=e0eI>^7US67}1ryxSSG3rkI`)vjz_g zargecyCq$j)TN5Bze1gp0t5wZ=MUnJwq#p|J|?jBlYJKqoKo46*l0JcF4PEu5zuw5 z+-iSMDJf&^qpuiDcPMQ7rB@5hjloSpNys6FUM0AYs?-LqhHZ=vnTV6eXj$ora%yVJ zculqEVrgj8k0(OaN4tG!bzdg7m0Qh>K44Z_;yu7u8;Fq_44_qeoAf-zYrCv`xiXAM zi;IaZ@C0x$fu#n^0r|f_=0}I7ax!4HQYk}}+llB`6eNAo%4I)xamNlN%ys-3fc!cq z=ei<%jG@fXaNR7IXW3>;!T$?SrT^)vBcL+IO)CQzE-X~>;r`;2Gt`IPArZ*@n%)C|X;>x(SnqwgFR3Vhy1Y(@To86cH97$xdJB9`d76 zr&)Xt>`u0=-H5#|CQevEP&T#DgBBMbWYrsZ^(OesQ~@3|!T8TEY%DouX%FcS?GaEMA_Gao2lnINPmIskbD;N; zv#6XjvQe0y?Ij(kb)M+ql1s~^p#NImb7=>c+o$@4Og3_G3mba^`_r@h_Mp%9*~i>e z5QC)&rzPoMuty}4vjhzc4C8m=W%-l5!1iZPY@v0uF}9yO-G3HjGCxJh zTU7R-fW~p6vL1*iWxOc*nS!e=|U+(Ri@J)v?77^TgO_5J! zsp}4J@#1$A{a8b?zgiM^yckUfoKDtfi|RiPS4Oamz49?K{p39$m99IVm?*L$qg7cI zGBQ@C|KP8~Zj%=8f6k7#_QxRp(c2PynzJ{w@Vd+d1Om65#)*gvrT8P2qR6DJ28ZX( zV&Y?em8t}!Gv3WPHXkX={^mHRsD7p_n~nG%hm1(+vjmlB-6>ewdNe(LJ4>5oy8JWe zTtZXRuwr_OVxiUGNnb#bCxE>8EJDEq%A@X)>oz~3_(d`nvJ_x`&Cl4|Q?t35R@mlM zMo38YJsQpsbi?M1gb-eOg71=+gjd_m%%W>P8y&6F7%f` zS|@b;w-PO}1t;v_q4+fXTMr}X_t~cJC!y~jJUY1FV9@obYG$)7mkkv)h}GTCf+4U!&5Se zzYTrhIL_>*ThE5Me-n%I%RVtO{wZI3E1s<-k&E2lJDv?QiiPY&f&boNve=D|oqw3I z)D;QWAS6*fv+BvZokAmo0I>AWV*1zaTQ0*D#6pfdZdt4?6Lf~3iKrw};#$x!gz~j4 z+_snqZ+!TOflXMlHT1w3onEZ}&LKvb=i562X+0w&LW%4aC!w$jd^7H1Q1Ik^b6ikO zd-?g1Ea!dGI`l8+cl`gz#S2oVoTV;DbK?1)I;0VLOiNE6PUS}{dq9$aO^j{tz=9Vv zij~yynzCiCtNO0j2fH2Djy-}yv?m?2%R1A$eYQN!g&MY*$&`FgDQZN{8*V5l<8Liy z?m1OGy%boF?+&VY%CUMegJVbC-IYE1Jw?J_l`9)*Dbk7ydE+Cq^p0*LSYHb&BmZV? z+dDaQ;LTOFLZESF3Sz@H?{<8*)9<$xqvq8BJnyMYaIK%T)ND@!}G9&en!r3L0 zph;I(%R5osXQRNK`9B%~E9t^9(C~LO4!^+~N*WZl?cy&NzzKbjPJcaFlVYE{8!|~F8dW1X6*|L${VYj}8 zd~r@` zLB`z&|MaC2!SDWUuzjm=xk3%$AUMOrsltK;kI8Jb8=(t8qMgxpu)bdqZj{}xD$`?W z{#Q{2qd+|$3TFr=5YfN5C6WVL64aLgXt|wm4OifMezhGh`Z-pTgAQ`;f=r?;Vfh3A|h|$R`viX>4Lj> zcnJvlo^|&R<#A6cE{@3BC4G9T4GrxUuUq3(KL%;`uG;*l*C;+VyfrQlEyYx_? zz7I3s+XD)W5agsp~&cC!O6nXQc88(3Mf0)_#_N?UrEnwpxelFWl5u&Rp&K?VX!N=ic`qpy8^ z#K7y~#AP+m5gB>q$&)8Vn}vCK2ma78&AzU4o=7mWZpmjEs%nTc1&r8Y&OTNt=YeV5cu!0Ge_@! zYPk_copv}~KmhyQyUWdlcZaHSsomG(W?O>jA{ol(4sArC=QI0#Xex20&1HJMylgA^ z@0gkFL(|Nviymd!O|q7}JZ5OdK;QIc-v!NWyJ_gASxUaIsNih^=rnMykq|RVe*5CJ z+h1j&U{ddj=kD$v;;#X$*)S|-V15ZBKIXZ($4v(te@o+M^{b7;h_c=AGCcf8c_uV8 zMpx=|bjZg(7SbXuT^#u09tC#$NA3JcqZJ}z%^g3}2bd)p_CGm>9fvXg^HsgF;ksV( z$7NyX$EptJ)wB8JN;IeUYP1u7>ORW+!4E{}L}H^H{#@wt#w@)@krw?)9(If$HZL zb4#_u#)GTz>tkrUdCafue)Zc=N(c=NX(89Ix11fL7Z+1FxvdAWsvX@m*5}}8>3p-d zEovQ24fC(BN1`9nbO8TY@@QenbgDq320~9ye?7VT4e;Ar2S8s8nn=YpySl&{44MTn zk0borH#$GxGTRRy)f@9acJ;DPZ}6cs{F0*Y+3DLJ@Lhm z+6VkgBbvQc0~vDnC>T3Sd5e+hkAFN?72Ex!WobZ6YMrYB+9_B_XKQN~dyaP&F%*6v zP#1BQ3rgbFJ3YQ@Z2abp^y3?v&60eNUeMu(xL;Z&CRH_u*4Ii}TzDlWOcJA4RaOSZ z#1J2BPE|}M$HxZ)8ws?=G@dR3=h1yYu)Ir8uW?t6PmGlwf|lZ70z+!5kleEk6Xm^~ z!vy`mW>qq)T~kv57$rfI5+|cAT~GG9#BE9cG74e?&K&B=KFQeJXhPvN8MAId-Ml=} z7nEp$8dCXP1XO}@-c#tf$jr2xyi4FVQ{2eC?n6yCF_xFIb(*NP--OW zLqWmZ3XAXBj%Uwj^THSZI4+;vyNA7vt#eMpAg1ed;ifMT&o*>f{q<|hYK00tp@pS2 z3Ep%d8phUK7a6KO2h{B-%w6TvQJ(#l*q1LcQ|67S{{gMKO>v1MV))6P8kitM0|ODc z^V5n=n21I3aH3>2oSdCsG&f5DML(~IsHomj4Ry$o=XAV=%`a@de~05w6OP<|j4r-+ zG-DFF_8W)z-&tlr&i%s;F^~ZpA9j<(I%A>Q_#17Og?wspjp8rIv&D0FAP*K=g<2cZ<{PZd+R$Mo#7N zf-`Vz2Y-?geE9j9*1yls(yhh;d&Iu2!!2n{RY!M&2{{}Zv}p;8j%&_imj2}u*xf8I z&zgIfp(;!SEAPJz2Bk@ zw}m9fKM7UeJVgZVx~@``{{STdx4^!i1>S(IYME?oXA2;=S=Hxssj*i|uStFLrYrFN z>%bVPg43CqmYsQW5C3037~4XrbrtyZq*|72o;7hsIX36(>C({^i3?hUMw3bFJ3|#d z>|rqWaGypoX1zNWRFB<8#9U*=S|xPn&7PeLJ_g5Vjt1fH-%OFKhM!aq7o%cufR26r z>P^=GNp9_Z3<+mB?EJX+mN?H7-Cc^e!o)@TYT&_#u!A|!1o7HCfLsw>>auKE6u_s@ zgX@2vUR^~#(?zyYf#HO1v-d>cL^r7`@OZa4xrt;?&!Fi%=_i2nqTGc^@bGjwKG$Gr zYd;b3t)(z|SS)k}iH?@$e|=~U-spQY*-!-ZlcX*b8S?-h z|4u@w@%z5SF^1<}MOT_&80kGE0PGcqBc zJ2kjJGYEkre{-H%u-e1-*L2KGTb*cU=lb~lU0<$iLd${{9WTkGu}zv(!>1gZZAqK^ zHBS(SU&`ZSKg@Tn?5gem(iA-~Sg}cAw(8As-s(veQWjwg`_#QU!cDWq98WzlO{_0w zWRzwU0+ex8j*--4>WJF!e3gWw^NR-7ZJ${}nbC{hD z)^_M!dTCB*NYP<_<$@}8@?=M4g>ZH*j~Wg5Sn zlFQGpd*Lvmx`JC1$`)W1k|uy9yJ;!qGq$>ytrQ|8M2QNF_LD7VaB#{e{HkA)hP>So|??2F+^C0Mv@R-WK@1?dvDJb_pPwpo4vaRbX;6a(25p$`}V26yKecO&DzVX zAVyJ9-CJ7aX{{;z|L!q$EcH;YtX4bF{xx9nhbpV?fxO)i>j}ojDnV@n7~~-p*m9(l z4C?6(&dy7vYvd|95Z(fwy7D7)L)`##Uy0YnhmRj&YE$dz)FZG?w8o}HAANc3&4meY zhi;u8wlw*<`mEo!lUN^Cs$cETm%2cpm2-#6s%(^5-PA&s+yaX-2<7M%~AnMX@ zGMgdnv8Hs==IgTT+o#KHE!`?BxNaL?F{Za3jr;Ga*;+ipHgCm*Lg6@QTBS%fb~0PbKL74x#zb ze33)UY-X1BezNBZl~{uQ-qE&#@zIbRbn5*5u^(hxkULC>oDAdGBy0^Ahgb<%P5G

-=CX$t9dxoXEa@lUt#{@4v)wcOUF%GrT{IsmaKZ z7<*qKcO+XD{=rbToP=TjLNA)LGn?`okX}El^`|%d{FAw`Y;lK|E56Dih_@+g9hzFuXWkQx1%Xpjfk7!kQ9Kw5{?LI<-@1OYXS=k zhX+*tUHJ9l-sidepiO(1#;_*hlhk=a(!H}okIL|p&CGljw;FT1nx{G&bd)%e)Ur}J zkfD65Y?dldvBnLbu5)Sem>M{UAlFrV)N^g?!NW}G&Qtd^`gk2qH7K}{9-R(-xw5b@ zO!Ise`+UB{KqJj_|676DUX7p6Ne_=}VpT&^N`}ZwS zMCfLYp;ZWJ`$LyIW9!WSg)UW*rTdRqxPuS}35br%?yavO4tv^O?tDV4nka;{qEKzwpGL=*v*>7(P8~4iy*W|Wc z+ayM{VQ=-cY;R`i|0=_~Wu_huT($|g84^m}?4KP}1of3tas5v?0KO1DHPBluFsscf^ z&^4${UK}<@s9?hM(cn-J5xq^KYKQ7o=m^O0jFzd!UScS^1+?RPGhk$K0L)2|zMq1@DafkF@Hu*s#>qi` z8Eb&`9Rq{$sm~Qc&zCuPE(OYGr@rFPE-6}${rPMwYW3g&^pa1mezsQ{61Nq<+S8SN z^#{_MK2=}i9@Cd{eFjr=YHyw3+xMG3o2KuGh!qYd8}}&Vq&#X^>i;5IbCk?>RaGs2 z*%VP0^14MV=mzz*V3>yLh}8L20?Aea?$1;V-S<~a>M^fSAwmxL_G6l#>S~j3p)p8g z+3M<9ns=yDvjz4{fBQb<``F6LB+;VB5L)vti-Vh|6Lr;!-HBY)PaX^vKzlkt;_4Td zu!0=4rP9R2=of&6f{^LT&&}qc(Le;2&}t3Tg_2s1Jng7mosjpYSd-oaHiMW)$BSRW z&1KM?4sQMZnGS6?PK#l7QPZZpWh-A_=7wt>d-$jua5_%rAJVB4*e8Txtfm*hi9Py$ zU?nArc4(OA^D{I;T07FaW@cEd>Q}y9obPFQEL@qMzpr$|q5yoOmFBa*IeM72XWc2b zA3hh}qx z^Uk1hges*MXh7e%lCL<|yvGT(Ch{9Q74h-aReT*(7NO9hw&H_Zqq2y!#epYff^naB zrY0Abk^CJ$V&In~Fx&Gp-FDlvgQ~l4VEb38uc6WQ6iEltVzPozapA$zc9^#J64v@Z z6znr|cc*}4amfG$&Ni%5QbNz{kG!>*ySP;G$Pq4)auZ6?;x zAI;g>5E{dcQ{%vDn8Ig*gKY;q;Ljox8QB719pR;QP@(1(QYY)3v1(nziVL|w7oH&wZXf&!+2|L1!sQ9sqLxo}&@*Db!`a0@<_ zQZ<7ayG(!mze~6boln(GlX^Ka=?8{Lqqh>|iIMzPzNoua_;oT`P7COv|E_$;D>CT< zgO~lPm#zPOG-1>qv9Mx;=c}xqgI62LU%-WW^c>Dh_f4X)KPt2YsEd{L5Rt31t#;p4)_T<2!)IVYIXv~U_Qp*p@8?*lLE=; z|5J_8@9<%EpW{#gAxv8GJ55U)8XMcqr$9LNpG~Vr*SLw1lA0P0NE2Y4=>KftP`)|rVMeM zZ|xlBmMkQsaSmIfDVHaaZ>r30nq|(w(DB?V*JYJj>LgnrkYQ_bCIXwYe8xFUwYStf z9p&6hfdXTSu%l_vxzE8`P*jv!>SL|&*QHmOwi5eJ=aUI)JvJrhcAV4I9Z^**1T<@+ z(1sPdlZc-$^>f(5jQX#AYC(%;`6kIW>$TC&Q3LPgFiPqV`F2A@j}gP&4kllqe0B~&}aNDNbSCn@Muwe+}aw)bqyC28@^wbW|hw-1&4|Vv+PEnuU-r1*?L_KTM2l}Dm<#Q$yU<5xpIx>eE z_llpWsOT7geb3I$_7+me=cn&Y@7V%5gE2?0v*q-$i}|9u`HyQYqm)igS>XxbCN540 zyr(kN0bI8~%JCItvr?W>%ZY1wdWy8Rw)O+LGSEW-6LOifu`vx`a?Iy~BFfR5hwqTye`i>eRkcEed+S$@8O;bds}aSMH~ zqp@>x0%gMjp$qb`VF_DPdwx@+JUA#wdUd4#t^OT`bCfC7lYj$)bA>7p@J;4`dGXv^ zx(Z?i@Co-~oaZ1R+tQ;tlyW@%6$A8`wEa+&)u;jyIyyQ)W%P0^^o4|ljWG;9k}CdR z=CshhyfRUG&YAQ0lO1Zdf#oGXf7(kvF&ag6Z1>FqT4Zbtp%=4J?r<1KC@9F?i@n~7 z-jwx~Xn%tF@DlEcKiHfEj|qX%`2UVa^Xq9B{+pRWyDnE3&4DE>to9-~5lh1N=nD6P zr1v%IJUGVHS$~eUrPYa?mg88dBcrh|E@+|K{S4V}d^%+sPx8ru;2OVQ&WOVVJBIZ9 znln+J6}$jLJZe?+&L15;S8PTipUrk?$#@<+Pg1nzF`Hld*Q4p$J)1Js5jfcYr6$9U zS^4~C&BVcG#rdotn1M2-wPjl|GB@u;NN5$|V-G;xTbi!o%+6{qfm^ z6<*b!yvO3PIXLkWwH8Cf-p$wO1aApYYgRDu`HFzSX-OAPAo-bk)9nfB4|GsID?t@| zxENz^gWHYyfBg)8Wzq8uVg%HBSUpDd=~_`PKg`f*U>EhXf(H`#DSEiV!fA6x|J&v? zK&BI=;V-Hp;MPj{o;?F~BQ65Z{|uq#h3Edqk3X-)?D;=0jQUDJesFIncb!TFBZYAJ z4%I6#IfS|kR%m>qe#1}J1~Xgmqm*#C=l|RNd9uVhlgJ=2VW?g0zXnZ$yuw1@RmZ}= zX~G#?(YN)#SsNX{XQh(g)gWA--#R-6j1Rz|S)yN}E}6d%KL7y(qZK~p>tqG*E|PTA z)qzXO6A>2|?|dRq&L9p~1ykPvfYnEU=J{o@it)dUwe?ZtInD9O4|Uuis8F}Hw?i$q z;5Tjb1El+FPtTS2@865v4Qp&{)Vg?Fy7fP{?|<3(I|buAg^$y0QNF$-1rIjhf1j`u zG?2s%R+tQD=A1>*F)$uId-g8T`~UWh5Qf2A?|;{b#r*$uu^?L#3?ridPuU!>D5(fy|jKhp_PRg)GM=I2@542|6`FZ`}h3t$5GS#V9w?X)`%5x_&GLZ74$ z(%{!T&z}fT%f~QqyV)4$>T>b}S_O(}I3pt?MIdhjh#Yg>)p5yy3p!9r2yAE&FDow} zX!7%UC+4QSQW=RKQ#v9DT>_Mv9Zd9t`c&{@4MByHwD#@jDR$7ZeJ&V*%>*+F^y{D859VhxIQ3 zqlbB^nnM7v-O_&>QRAT!_+ZJfjK#Z?KAMq1ZDqaCA zoBj%4^$MsG=YY!6V-Rz=!NepD;ufYWvDF}FC7J_DtJ-1Nf^dW67Z(@WVOozmViRx`ueY^uqx9psW&A`}}2hlWB-cql>Ou)Q{)O=;`*7e8lV7QHy#Wm$sq;NDxFe!eRaQ3<<004p zYg5gP!p|lU#H7{fE z0DbQ5tr=MmJSPS*@NYmGVQy{B=H@x?4wd9G(?%Ky$WZ!7K>8R0XpgV0t?0l^1g}&N zw*XUI(B_reFPZ zR6XaFD;p3AproN;i@1RTz-uQrH*(a!wVvBKN1(|n2j{pQ5G}lLU|n_>)CK@iizeMU z?>qoae|~t38Pu`2kq>@=q%s3uHyDV6W&tw+*GUwkEB{bgsd<^aGCLa#`|lBmgB<~c znI*dH4Ar!U=gftzwc-c(P_Rp_lxDs`@L+Ipyqm*Kpo;}sT-dcZ`&Tdkm7oI(D^lMT&t?JWXDSgVCIrPxQtPrv1ensu0`kuw1^+5K zS{~v*a1+yOYmoqF$^sE6?Jz5$T4JVBO&MHNNCX1cUqM(DMYLBeJ6QMb9UY7cDAI@O zyKYQS1Bgl_;Nr{42n3W@7$m5`&$$c0{j&*=g1UON+|^}u;J!rN5(ovYO*Ybkgs*nk z6QNox&Az;Xf(2XKTEEjfz=0D3%%-iqkV$t|qf8wrx!i?9)a6&0Plu)>Is&eX8jL8Z zf`LD5Jq0)&GYbo$aFZ6$iU1w*R=^YG6RB~nt*znjjh5*alfnh9gw93S)Y4wU`h0~R zJTZd=OjNlrC3o{fTM}i|VkA#+;e7%PnD2|r)8@-ISmY|JUK$XnkYDMqW@Tf;0rsr> zhK4CxYBRZ@Kg|omskqOcJ=;1sfQ)nzMQC}2QPKqd)(UQkL?#Q6jqpN2A}iwxFE1}h zFRHHeM}`gGwn-X=HYrvh`e#5xqQ1KIJz*d$UiomgZ9CxlLK+$xDl03Yj;5Xiyo!$j zas{49r(*=i31Eq>zkeGU8XCR=xMVoI+gERe9hJf10HRV2w0`9vUBriPL)|&N*b?yI z1js*d0AS#O9*N^I;N($j3!@_8ppqB?vbKi*dGl!_D8PLV>=ei(WQNO(bU;|!Sima$lR<6tdob(aZt(yV5|1?;8w6dd9EaJ>-t4~{ZrcM^B^?p+uqBhARjXdN8X)~zso zxVJj0;YT$0;KA|1`X83)Z4i)q3~nO_oW5!oT;+z4kS-|X838yp=}1Bb z7v(R}q*21-SPZLwK34!|aGIi;8ae#Necf2A&e;;BPl%d|*xv=B0xabD*7UvoCV2D+ zAP@p)$Aa>`@{v^6Go%9E`%8$6KS0UI=YT|44kWgZcjmetgV*yirOnsokUX9v16Oq& z=HKLiKja$>j=cAW9Y2d6cmxbC1m74K7z3 zt3usH>({UMV2(+)CsmM5Ljw4_{=uvRCA@ITq@<+QKYt$B!wCgD2Y#?YLW=hKOK{1r zE32xm!l?`~oq}8CfhY^VaRHL%aM19=<>KPHdhHrB;LcH+%pu9i$q=)W0b>a%M1@|_ zzw(sG_E-PbxmfR?%Hv*#0E5ls;X{>+HtQZtNXk-(5{1y<_*U~li~(R^N|>^vgv~$> zmh&;>0y4PQ!JD(pIoE-GZG06ILkWQnIhVovYcjaoa8_m(7uis&4qKWX^*;zc%&7kW zFZ4GURzMw&m#|PNLbh?Q!o$7h57Q<6j3a4<)nTF|99~N}{2?k7PF`9ZXz*|x0Ouyd zDDJ&ig#0JEd)dz%c(^%53HP${@@4>fN?IBx%;4OInC!l)Y9!P|nu~M_qhVx5htUUU zvQTSlKVGc_k>dR?AS2fL^CwT=Qxs<($|D2YH4DfZeuGmLlAoUs9)MH^mmgS~9zA^u zgslSj-~1s?N0UZLt;1u>N7He9`SL{$s6)d2d1S8nYD_eEXuwQg1Q^@!+FFrq2>l7_ zOn87H<@!tZ6E_WYbqcV>kHKF31Jm>m$XlS$WQd7{Roq8TLc+ARzTOVPjqM<}_zi68 zOI21fD2!c|(G-|?|4@8peVrRhA~#WY2wW!LQ16mN2Br&Tz_;DhID@hk1qc~&@0`Ff zWP{J^FWvqO@d}Xb%0ZZ>@9FIw0aG+rNl9-2Hi;v((Ko8MB3QHdlyJ^=xlbDhb5@c6wyesK1ModXpN3)stD z-%YSF|2h98GN?s{88ph@^`!7%5IbM~@Z6YebfI!Bs+$~D zZyk`!((-Gr9QA`Z^afO>`kH{<8UH^na%FS(@UU<99nh%1g475fj%cILXE;APQc}%i zZ0b-ZoErx$bW{8$0|0r+}g zg;C;f6Mz4rq;kKUAN+ytP3D`74AT`u$aca($SVgG{P`U60HY5Z*yO0J6N1vb$hl-hZnq6%iMo1;Y#0;Vb;}COsV`O$bJm5Ne(*Vxf>4fG`|rLFnj~8?DAUh^1V9D{nffctvTEOE0>p=uIAlM?7v&HEaOA(yv29f_+UuI+VCV1%s!kvOmaORszW@Y5)$b zMLTR0O$cg98Lbz3Qk~r0J0PBV1$T$iiS-0p%3Wp!P7oiI)7Pg!dU5QY$>7pS`clDx zx#@oiWH%xrsA_4u`%Z;fvm{7c8!uUuoQJT`>y_w!h2cvLNY^j+wPi}``W9eB^xkQjRFOr zw^n9SM~W&A!|Bs1)@DJ45imwv@g)g@;zw{eu^3$3-Sr*0u0=@1bUhJpb2c7ZO`ihB z?J&q(9znu^ittfo*g1>PRQ3r(|+EBc_=jkG{a@g^-T0%-EgX0FtwX!h_D4vkQ3@OLJvDtmr_-wEw(5hj8Esq0@2m9Y2?w=n)dY`4qKE1wP zp18|z6B1}+k+N>_Y* zPGy>TuV074^KBV(b0#n$VNlIU6e&j7!%sjofP{h~6gDd=5rxnQ^ry)`IZj1GR77rb zu2uEnLo1Af^Lg(rNt{B+90}Ab@ZeWahY<`IN`e$+C{g;Oh&k8{Ltv@^$3+Y&5%@@n zKDtOa$Pl)WN}ep;1iRKUHN^<|RU0TqLZveXY!s?S0Uu0}@DdOZ6hzerpIBM~t-HVW z=i%bGcA!#*84@1P^_tOXutZ_RjE`qpLr^oVnVDwc{`#;rzr%}t4%)b=wF1EgMO9T@ zwm9jTic?@c+J+3nyg%z+ihw0P1hx^7y`jSBBVe)rb*Xucjfn{XVjCIQAgFv2cJe=n zYP=RKU7ehyAvyxX{RCy_fBmW%vw*mV9F+h&I}6a!(JAiUM0b^^G9CvDD>aFloCIPGA9|DAtP$z*T_J)9f_W2k%vis7~fp7#! zAT-N?T03quopl1@PGAk~I5QM+Qal;ZV$KgrAmXVHfhqr}bKi?^SPr3=M(6}8Q1#(dA+ z_dZwYjal#m>GwNt^$LfI-5VYTf6Yqjwrn)5DDiIgVvg^ca8=J#XX{4dI379ki=qW{Bx_ z6(bL8+un#nzPv(k5yV`84h;iAQm&wpAV|v-+&~0DSY;7R1mUAbXF`y`E)w`Wq8j?& mKgN`X-^X7^(BUIJ8l+b~WpTS)WrLp~O83>}-piQ3_&)#^_CAXM literal 0 HcmV?d00001 diff --git a/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_141836.png b/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_141836.png new file mode 100644 index 0000000000000000000000000000000000000000..34fbccee88c61dadacb9743ae95f98d1608e57e8 GIT binary patch literal 31983 zcmdqJWmwd0_cl5+grX=2NQrcJNGYXsDvgwcf^;{?U?7cvNGTv8T_T-IOG$SKC|#10 zdyUWYfA>D#y+6Glx5s@SDl_w&YhCNQ);ia@&SmfeHTf%-C@&!ph%1T;G8za33XMP@ zXD{NyPXzlW7vMK+mwSp@7vY!h#m7PLcRWXhhb{;Nfhp#HWVU3M75q@dRaVbc)4{^k z!_@f+!p_vy(bmD$*2;|5{fV=Sm4m$iH$OKYC+$;LSI65tJpcFW+z!r`Jn4UKk0TJY z2t}E@TAuIMrhE*w+|DGoM!I+>Wn^UUVk7Tzr=?jL=)C*QWmhn)-^pM0`SWm!msN$U zrZ9)y$oKK}xp%)ZKj#mB@2~ac5~wK(sS26BqE2%C`U668i{A%rZ32^~xWBuq>XIWb z5D>gh5J(Z&+4r4x>GATHV9pv?#=Zu>C;}fY;}XIjq8#{;jP&&M{N&7N8Tf_Ug#9Kc zD5%{e9zle8A3m`Zyh{JV6r}*KKIT z%#xYJnxvhl^Yd5SBb{mrna5Jkl!Vbi7ZJaEQz8!!4{xs$6BA#58t#y;O15%q{yk4y*AA**V5gRe-^&xqGFmY)K?-*}-*LI1vJY5jX&d({8RR2GkRsC3(jT(!rxccid+q!d zMT)dV+%z!vlamW1M!WQ9C<+cso*mAsA$p1$&c@5Qg@lIj8mmm3a4W|Bnyv`L=i@jZ zYAiZrW@fq#i=S*Y^~}ziSU!B1U^4|CSqlpfFW4FNnDHC25=#0o<9A>bzNh?-(+TDH z?ELh=zAP#zo30jHMJ9J^+@{DBJR|t5{%9rdc4W=z{zTtL>DS&Bd|rPRC>x3%HBcjX z&0E7LS1o(q<014a?BP+{+uP(4zLgVpS1(>{^gEc+we;IN#^o`rL_dFy!YAiNz_Lag z{QYAlP7miJqhM#=z9oTQmCx*Jx8)Fx!ZW_}?l*#iR+=#9_fo_0)aE2RDyK-J@?*nI zac>ff(keA3r^k;OzkU1WxVxlYQDKzQ^Wn~j0s6DYrm@)GpyuJxYLU93q2auPtgNi6 z{Xt^@R(n^MEpMN=-_aNObw>K!a0ob7O6J;CS5CVh^Ot!}Y)I4>7ZVCkI%3_Emge(6 z^JQdYq~+x$yyLOaOnhGq`MRlZ!Tsjd3*P%{!EwgkInxbo&CQ;JYV>L25Za>bTUuMc z{d9!8fTf_S>Q*4>wnB30^5ttcZmjN&Ojf&b^dyUi3fc_M!pb}fB%K!&KC}tFjb~Drjy-zz7l%V9ztOH@D)8&T);1=(&2j+|OyB%@%nYzn2{`Ec3A1 zuVo{~musdXPLB`f(<3FE!?hJ;1`Q$3D_sBG^TA;A=t<{0!8=H7G%PmFW~5NB-d7Z^ zqo$0UoY`>x!+2o_X`A(jO=B@;R?Lp1^AMGZ}$%XBya0#dlv%Ven$F}^G6-x5C1Vg0B2AYIe?Df5xmcK=nE(17d$>Dr{~8rl7}z~m(nc+)DJGq^`2|S`(i(pxZ?(y&FbaAa`UUpWQ5nR($mbOj~AKITtBMaY!LKlIBa#*c1hiVs!2koqs6Ah z`US>Q<&=)+U+!-nx1SD3)NL{x6#a!*bB&mIex)ru2+!oQLYyDOhbM}N7cX91qomB8 zI3Jyqv>P~YsF7p21j&+xmZ$g0Es1$hqH9nRyo4Gg1C^F!ws|Q$mvx z)+zQh_AqsgoJqsfR4Gnf9n|ZqWnT-8&@;cLxy7iK`em#3ujRb5??Kp4lwSd-+|$w` zfv7EUyjIGbQtGy^yvetC_N30=exVEwfo~X_Tp!7 zZ7To%PU3s|gZA;`$0p-ntm1E35eeB(vbreWD6zQW*mkpVdtPv4@mKKPnu($n*irHv zm71Tw-S#$C`vV;#KmU{=iki<18xp|J{dowY&kqkhYY*o_5$M4|E!&y;o1tVpty@2v zepy>It+~&Zv>~!eH)h_eH9kgtQpK{bi;Wvspa@f^r=R+vidxE{@jtmH9f+S(Vt=^x zGhWC}|3xnw50AW;SJmpl+?*N0?3;B`_i);NeEliuv$Eb?twmQMG9&m-Ww|@yYGUMjq=v#6#!^Q(L~Eb~lJjF?Dm^NHLxfxKA#G?CR~62X}|N z0g__n=5B@i1zB2aQ514s^T2&cBg@lIs!4=YRFi4@uG8gLPA5GLTXi4N6=h_|7G*Lg z2|MUi<9+TQzofBU9rR-p^Bmqs_^S+UXR+_zdHW^ln~!1_ zi&}IizM>GYsC>r5%`K;*f**M0M&OShKS=E+;K*$CE2~Nr9t2%e80i>`?M@OlU;6Q} zSU>5kwNTJ|QnEF>e#zu5Ksf~!8Yt+)8L=)wK!=a!EHRS^sf3{ES9 zIh3nvA8x;b2YdIPA*H0G5C9Zb@+auJN@_X3g#f#fFBH&xN;j`r}vl^lzBI4N}l_jX@aKdS0WTplEMzN6-d(b+orj zZTv!}V76j=zO9B@((BJ-DhXe5|G%A&iv7=@)t()#9xkOv^70` z786&~(_4=E(qpa2q8{%)ot-%^tV!lmVke}&ij6CD7T+lK-*bLAbACqVceHyqrBm3w zE1nMv{`_^a$_0sFxu5LH^a4RhLlfz?I*duy3it1~h4Rz~f&bYBuvOgB<*`IX9S!SW zf0wW#a$LB0M@J)4e}Hv#v+@O>Qtpq;%Wqz zGdWXi6;&GfErs_aqYaP3%++MH;}N-U-y#zE1(2_$e-0CByHt6&8P+e@+;+#GeRC;; z9zJUJlKAY*{cUW5<3iA9J9>>9%xLS_H;9@P8kNk<#=dl=ia-U&+eVg|A5M?c^X&{u zk}Z*nvKiRL@&qimJ?bBr-@JyWf*AVVOF))sZ9-k8z!h;5i`$S8tI%yV&}`Y>yOlLZ z#){4Huvl+ndMcRP2r~W9YrNDDBa=lXYlapx4Wil2$jf|uf+NIiw&%~B(yIM@QqARQ znW3Ih_X7*a@91jWWFsBuM{Fry%DKNsD45VFfR?#pg32~qGgNf5W8&1~iWV`k)OC(`J&4al@q=mm6pc$yw|$JMALwO2NDs;#R6{V(D_tX5kns|ATzccY z{?BN39U=-mODTloGLc9ilC9@wcJ6-NWQ|VX%SN{A93@2YTB+`+r$Sh4Y=Y-`nhdiFJA+coyc^e6tawG6kzn8c$4ZShr z6@ADU5XUE{$i*+v(s1*35Dgx&R9ZFINdkB@p#G^;pjz0HO4&iz~ z&PBXy9W)#P!SM)dXt4Z-pP>py=I~*SZOh z<4y8fp#McBiZZN*I%@C{lJn;i6OHy)m(6mmQ-2Deht69GnP81KVT~HOx(EZ#E0Pg> zN|&N=6@tRB$IEOEo$%Gu*i{f^&*ix_lr)8P70J^x2m@K87GWJYa0p2D3p1RP1E0E= z$CF01x5H0m_xSKdl0^ST*VN^?rmQRvNZk#n1v6Tw2*ZP~?J32^0?_?a5vtIQd4#0^ z3)ASj*&$u(^0Xi$c2FpBC)gpeV2^sr@1$lz52vJH*7kSC%cj=>pZRHdAK=Rmk{IJM z({Qk(B524uRhiI3G);s|>EJyku%bw@wBtWV}Hs*71sZ~cdSb^5ZO`ix&QQ%iK3&UcFDzFR5XESA|g>m zOkEWlzWUvYIk|#|1aZf&EmOX=2ab+ITihFOymebyJMxPOMV#(&D!-QV;FZBRn4qCL zx=5=CA>`wjZ4wq8seotbdh5rh@Z(mlhn9Ek zlY(-stb(Y;+LcWBxtY=W3{y+r#<~>kH8xi|y0sB+-g9o~iu=5aZDh>*9r!d$Z7#ZG ziu;o;3qL))xoNDcgN&Uc&s*;P{UYoOSVlD=Pm*((DFhGjY5#Nn2*7ENL_CXgQ6fUa zJBy_rObH((3Eqpby%QJ5y7(Uxu0DQ0o`~B!;kv9!)M>X zWt3p=P!2I6DRV0?1OzW-S=k|~0Wcm5g>IH9=@J-PkeyaSJiIS2*NXih&vSuZlu87l zr4wQrn3ir(FU}@+ux|6WJP7e#l;IhIR+GBqC#tBd#2&yF5o!7T8d)G$7VK%DE8!i_xsv{ zBPJ7vrD0Vq6d4(om)Gq;&CSZHnpwD=S5?adGEz z^9sN5G@SG=%|j9Sgpq}XftB?lA0J=5gx~G&U*0M>3Az0F^v8Kq8=;Is$q-%KQW5le zRnd#knIQ$=$Oz-jt_bqmhAit~NolV2+If?Z z5L_|y>_(n$QR~`Rso&%uQp|>Gx(k_9gkGBM`A}D3)XM7B@h?b;?0Ti6^u7@?G4!jV z4*QjPegd)63?#(sjj0;*j%cQfSFg6-*{s#vocBNcdBM!*AfvjGn~M9q)u@2&I6<-CF%GCiN=idFkD zH5K7ra}zMT;4r{<6Mw9O)+tyoD=TZG+lbMHtbyR~-<4F7#j5(08-M-!#md9uacXR6 zh>s{9vxWbRM`PIg_Y=np*+eOxA>R8Or1f{&y@{zg&eGPOll_QA(6e80OA zG&fyHxebG|Ql3@!96@DEH<~oUkULiE<&y4Cz{=UIif}yS6?%5WwuVH0{vyq-x}Gv@ zWp$2we#CJPapJp8-;@7nbAKmsTt22daK?a>_faLRKd06*FhZsp{+Hsj>B0nZ3oL3!@Dh5r45_269fn zRCz=aO3IZXzt3Z~qqSZFfmd%{${QNr!up_gC@cHbb)VB# z@*ID6d49;fy=DD$fVF%5(L;)pZ{JLuMNB$7kZEa&z9B5fOL56pH7%IgM+#rcQ2 zqfc%&G(Niseu1BHu{dFrL*H7D-dRXAS@eHD`?ZL**n_kX_)(g5J^9wy2fwvGtkLT0 zqYX2?>2`SmIucF4qs`BEPo7mNlgZLzNJISEy64D5p`4;qBY z$>Daqpv}A0ZQu{S-EgQ4AdoyEl#ihL`nx-c&$5Rqj8gD>>_uzbO_NXWqVwRolV_4f z-^;SmrDbhDp0Esx?pvC}r$tP9Eq)Mj`Hc^>Q|QTw@9xIbjT=I?j@JVhe*Yd8nLhwp z3Fz;iIa$f~jE$*pyDp(IbXL`3vZggzVx&B`HCxqp4yG`5YdXM69?Q(YS+Qw;y5-s7 zu{vBJ`0QY3rwPInufwz$%@-95F=utdps+!NKSu_BjDz-Q*EkqnJA~6J^AuHmEtDOHtDh=U-gC z*&I30AsW!(632~veKq(=mA7u*bpQc=VBF;OMxs_$!59+$;9x0} zRNo>%Uks29$iNDhzjK%2^o`V%3r`_z@BH8M>JVLt((xpK~&K(J< z{yWTQ?`zaoUDsIO2?)g6UAB_{Pm%Sm#$#{C9AbNyF02m#Vmj1GERc?~_BYAIZIAc0 zAJHyAtw``e1W9roNg7%UZwq9lz#*0r2fQ!#D-ROC`CBoqI+O^l)Y%9oVFGF+hG?!? zUt6wo>PDWvzzoh5gZ1J?8ZNM9dXIFe=%8W@d~c>{FgY40llvwr6v3;C>tkKPiF2#d zf^>Hc+iG0#M4X$2ixd-ouM%FljCI?Cv=j2DIP47ze7bwr|OhzoFAqocg!V<$>7v{v#gCvFB~s^@xy|4#{JwG_1SQ7b4g5CygCgj9ww zJf4{oKPZF<1Kh7vd0rFo*5W*_#uzlHRnj#bOPQ(#sW2`;aTC57aN!_H4oZanUKiGy zO|5o7qT^cpVX|3S2tDB=*mTV4WnjiEt*`)UjX`X-ThY-nL`ycX6&T+$PJQiSAQOCv zN1H<>{Z_#kzC8%8TL{UG{y3aRF~)JRjf03xX{~D2e+86Uf)HUxFkUJ(Knm-S{w&?O z`G8c~)LJSLSA_(jH@R##(+Ui*jH(B1FGnSVzZt;X@G3`Sd-wHDrM*H60giy2yH{U- z#+)e?I*ikF;h0NjBn$ErJsnZ2a_5!HK~_~sDF(BiDX3@_-u$n}T40Sb%QiNcn<8~7 zc;WFAb~Mxf$;+@yh(ZEGC=a{*BigS_+I`>OO}g{k_gq@68z*@9CIC9LR~mgE1Fu^RFd59VmFMs zEw1XTxrtC|3tVTvnKm>5H96*8mSBUO29BfFTXJp%pfYorAhdAdoSX){#LhH;`+N#D zp(Q-ZTC=lE5YI<9SN77YwA4Ja?{YL7fdi zt5UWJQVpE4S5K|kP56V^X9u!k?XN@~!1f9(WpD`5pd3>VZ!CR7$Tx`F$UugC^$NIfvxi5{skdT+0fCxT zf-+Emtmj(x0>!fX0&WPLtLW@9kMLlmeg!T&$3r|@N9!wnv$MHAM1PGEcc1^~EhsdU zEHNxCpT`S}fK#DmM;~mGby_PUkZ`I_O;Jy=;r8y1wKXF?egrcl!ql7Y_*Ukk^e8>< ztCFW-E?GDlD)3eChWX%DMx=zGw$Z-;wtR(HiUD|tctrGfD>fM@JiHsRe_RCeM8|ss z>jL_Z^OK2tArE|lK4l;*N-IAINj_R0CM=`Edb5`mI0bs&7a5NG&2+TYTeL#l3C61?_?7*qvgJK zaE2?d6quQ}6iZpROb-=by-8$_zHmV|Tt8C|Hv8Xu7~-6APBD(K)*IqLce8KAf`KgT zXGL0AdHsf?$8Y0DGjq)&9g#f7OV9nuGxrWBQayCMKqZ{FSUM915W5vY)`h zUfl}Btc|*0xA4PlsP@rK$j49ErYQf=6})^Zg?JOs`pzpY@!!+1all^;w_W5;5OcU3 zg62%cbYr&Kf9uDIrOe^!ou_mbbrP@dSOnT>fonW4;kkH;jht9PFLU7xy4j4*KiT-oE6nKsy;s7i zd`H+}dTnU^N<^4Udob~#+h6DRiuVsz%9ENVjEuXA8m;(E=ljx&7Z*GK z+@79pTcu~{J3H|@+5dV$r11IIVe<4pIr+Ef?i?Q=R7BiXZ1NxZE4~}q-j^u1@nAx; zo-9fpt3UK=&zrEn+M2znq^w+5uUeoE9WGEgG&VL`hzpB}QIUq?WM$xO^4x*$GCc#s zs-Iex+6R*|eK5mtRYOxVDkUW{B;?ZJ@$raPPyWMF49XtaY-wo;3J(5SY}y1x%Xogd zaI-}zrcpqC+ckTYTGpX>clAQPQE1-1d$Z)C{WcSOZw-&LNUcXD2ZjsG=p?9{&bKZU zIXo)#yH#Xx;ju+p#ZZWGnEF_@>G}RT7CT4xMLZ|7Z!hl}H>9W)`kn0Q3OqZx=6Jit ze4+huk==-<^&$Q*#>F#5-K{W{KI|XRBnODy1n1mwWsvQ$rDZxaf#U@%ug-zOq!Ejt zvh1e6zyI#~1Q~Q?zCvUA_xS$*Dq&pK%SOzGaN(qJ^?g`ZecU@(u2RgxM2Qg zp`&mQ+V)pS9d0f3+}UhS5U}L+*f3mJTuk@aoQ9_Hi#%RNVc`+CPXq`vGqYl+c{!C7 ziJNuad-oQ5K5UPgNB#_EN#5$|$L_mY9q>N11C}R3$B`8zlhIMiR zhaYX;_Jt2EsBRa+jP~;KQh3X(li&K&@mAhF%kOX5t{DHBVxJ<=Ry{vE-G+{$*U9Zf z9UmbVaROhv$7)&bJ|ht~1NPTjYKM*wuyhSSx`rw+>t9j#_vfSPs`oRaf&50w=8aeB zbFgs;(QYOGd?DukkF5JNIQowfLzV)IhH^)6vK=?xlb6yn$u19j2D+eb+>^y|oJH#m z>!W~{R6HgT#}WbSRpNP(utGQpdZiXuK7amP?EFi~_wTPbB_UNH2xI~pr|TMje1!b6 zK)a`8RD-&E7m~7Qe?Qu8Vzg#O&t2%jL%f%PsJ=d>idGjZtHw4O0U5;_c)I6mLB$+2 z&>GKAXU;zY5rq-^U~1GBvPUMY#KeEM^778C_AuEm*JmgTJup|$4teo*OB<4k*95(B zp#;Mp?M4E+eZSkczqTy(@Zl@YBGb~b*~P`zpFi^#-QP(_ywu!^BI60sXDUTyX)a7k z3O?;P8=_u}ThX|MTpKUrcy_v{`^90VzV+zaw|khLxrpy!@jb2qQ61E3iZM|mgFHH# zC{>%|$%M3Vg$K`%5_6o5s>O>DR8H-GC_()c6%{4ozDBNMEYXvo0$IiE?+-fl>uWa9 zFQ)wBdJfVVLJEqU&V$w)B&rA(XXlmfmCnx2sJ4gYzhd4pM(Fh0{?@NWzNY;23&`-- zSLYVHC};(UmqzX{lSaj@Pb@Ysbg*2bw!dp@s}gQnUE2cJ8c33hcz97yj@|D(Fup1y z6XZkTr@C>fsqb>oyX>0wp7;cB0oK^Wb2^Hsl%TGk2XpB{8d!4_MO~)CI5%;q@en+=%yRWr(e%*V( zh3_2E{o1fnX zRUEyTm|?I5xxvB4+@tBoMUq3E9A#mAxduK5AwEkdr^wQWH3yc844iyOEtcuy5fRx< zq?q$UP&AK&ZT{y$o`RWk7Sphmce_y_4;j@{#3LjE@r3cN)z>$!&+GET_FOZ>LkO@m zK@H*1a7tQLRh6BcElScjn4@{!Iu<#Y-2Gmj`}BtaDn5qcwtG$tOZSd7Dm%4N%4x|} zq`8Y3iBzfxYWEA77Ob`z;bvrJHUlCwp8v_EWWW7~DoH|DN-cX^L5-9Dcwo0^A0Q`z zcQ)eP%h#b^0Z69?_T@lbXs9tL+D_=~cu=Uk7rDk9g9mh)n98TzQgn*%pMcRj|ZXYz9pE}Pl4G+b52!?{@$H-&q)!&`P zc}#={VPU!bR7iY0IX;yLVG8Wsheb&2=Xdq>DK#`SR!&Yq%>-I6UTDg_4!aGD=EH)?($5D)g$HpM<-CCQAxpxA=7AxbCk0H~Wej>kI8Za8m{N`FUM_tHgI( z=y8(1jf-PoX2v}~Y?I{m*|%j%vcO+6+><}zBqrW-5)a|az4P$lT(s5G?8D@KTbp5o z$0S`Ve*rho{rosSJSzUj7Xd?*IR3mhLLrq@urXimFcX2q!lnH$kAK@Omt&by#E~|F zT0CTVAgk#ye^n3lv)w-VLkQcLaI2Dd3lGG87{LK1SsB<@;lwbj=EhWV8I{_8R)`>#@yHYZm$pn z8*iEHg*)FCDgX2-E4BC1M~j9FopC(!dV1u;g#cB6paq|f*8APb*WviHvtv`c@x^L@ z*Q626JR$GKmWa?V&>0z(xOvB2#@?PAkqR8NNNZ>GAM?drN$;u?4!BHedz-9+A|KLH zn?9t>nVGC;ZNDGSaElaYre5sXUzt#2;3U0_p}74|S06#b5kWW+n7F;Zdh?sA@YKr* zhlZOCr~5Z_pdwhGs4$1*h(Lq9kM{O$%ALjDHqgR3{aH{%H0EmOy?OigB@l~4UQ>{` z=b(cj`02j5^TNevC)@I26au)Qr~3+8%-8Aik=19^6ciY~-}h)a%TcH#1#|p+QY0hc zJFo~lCg7m0+9~@Pd;Y}9$jUN@5DLIat#k$p!OF$ek|rCv^_`>0q&Ha{)WS5??&~2K zjprUY$je~=Y2g0`gZ1=8I7Y|2%P$`JpI%2ef?U*OW3tK;3Xo3Ok3753rn?Fu0L zLm@twmVyvef73>3wY0Rj3=1ZU|r9tlhban8g%LaQaN#b}YJqLB1wn*&}oB9*T&FDDjjUL0{zq zPr}rObfTgZpjh^t4Y**vHbM5t7Ze8k;FZ>beRWj;L2v{dRr~%-y7Xcch!}|H_`8du z7F1?RLfz!Kx~QGAOMX9WQ1M9|m)(!#>yVbNefJocQA z>Z$1H=n7N76sSOMiDK((TCSY%%!pZ4Ol<#rO*04Olhdi)WTg{GBE77{vT0I{G=NhzG~^A!0^GN}iGb{rmS2M6}|!Yle%4!^F9~2u@B<`=C`uxyr2e zKIp{-f;s5IplG?TN5WAn5YhE4Wfj5?1I0MBuZ%2@FtPQ@4I$PcDsv?jk|&-_Old?S zLORQ&>dGP?v`a0Pn2@$3S3yVcXQ!p!$St;?D~;583*W@Cn0%w{=0th$^GIfq;R0zV z@7o|{ypf`mpP<=iUoFhh-zb#J#xo?Qc9NTo>lZGF4U zW6~0GUC=n)vNu^lQSmEixG^eXYH@E`28Q%);knP_!Fnz;SW+s#bZT;|q1Gc8v?jrb zMM2Hy3!aDeRi1%edNtex5Z;%7YS?w4N%t<-XMNesrSmhEi0{yYUO#kl>WxWxr2VRb zIwLa}+i}yF8BOW2Oa#IkJvEj5*v$l$4T3o_+xYkLO6;YW+WJgJ6!XiKx;C#8BHuPZ<_-k+zRJTeQ~-5e!Hfw zu3p%@fjPb)s^@cTS}hGGn64`t-#F*5%VV;{TF@u!bNj8ITEz-RaK8`ngwK0dT(9mZ1$5`z&BTXr zTA`&x0wPO{;Q8=mr`HIF5S{&gs@(1dsF5E$cz{4ut`^ofPS{nLetU`MdAwc`6%+Gf z=GpNT=;iR%pZrmV+u;LhS4@Kj^H=aYskrxU_BK?Hp1%8ImJoBP{=EQq8am8Om$Y$s(K^7s7?3-TKf;eJe<`V)cuS_FNh_a$z5-`eV6krwxE3snbJZ1I83cCXSOwx zCbGX@1M))?bOP`82PMXRxZ|Pr@g2oQFxdox`r;npO>s(cei>F zHMTU;(4cyD_>l^fj|qZBwSSas$G_x!wKMYD8ycmGtuVGCsODv^!o`x#p2zXL`KhRfd6K@u}B=3lGN?E$2 zm}K%;d`2E^#&p(~;b1q$p2WuKsuC=6=^8rWl-rIy2f#@M`T5?xd(S-{Nil?kgcMu$ zQe!4+fMC$B7ER20idyPfnqw?|iS5*&hv`kRKCpT0*?&=72ci7!Tl158VwPr!{mmlR z(CmcAiU@O4{@8vJr zjZ_eLOVdUto!Ad*GJ4gHIQIhia=p9>)S1y4f}p*#MC?fw;n2d_{=F zv%SM$Dc9xxmUK1~1!g?Fxh1z{jUl7)jGI?qKLgs>)D)1aS;7I*I(nK|Dkf)zla>c7 zhLqJC@36@Kl*6Joxf_`hYf%!UWCCFO3#+hhmxpy(2%gSfNL+wmUWQElrP*krDBlDX zvxkbc1aH2`^qHC%`|W8{iFp!2Gzf^3^gwgs4 zDn}4@cjH{TWSwl+*`9s-G8r}ZC!GCq$U$i^1%g5D;d=%Z_ARM*Uu^A-EM6la8J-)V z04(f%u)#GE_Rz`63Dn$_fNz*P_Z3eek1Td4Wi51Sx~&lI3h7(Iy6?9N{XVT% zujanP!fHuqD}J|VMjgW*kSQAAmje_nToU84cT@JSJ03qz(0sWP%`Pznkaf21V7dvU z2d|+RVw<8ekB;a9K83TZk2IYTt--X_5hGO=yrFnndov9ONA-~f7YA|Vj$jT^Wj_94 zum9PLFJEq92ClfdukzF%nuWL3gZvm1{h@pT$~NH6MkN+nr1NmSVrDK@*Ej&a{9o~; zR#!BVr^|y0oa8`YK|0?C=>rn+|0)aEmAGdZMIC3Qs9+ce8HyLEf4JwAu_cDj(oCOkD3UoC+Uq-#8>9~ns~4vC zYenrJNudu9vQpelKpu_BJ($aXvhLvD^j_4Z7-sPhjWDnFNae%r>zI(OqeCiWJBr2( ztRXOZnz&>(`zo7b|Tq^1y} z+q=7E^K=US4gM7vRLI%davtq2V6Zuw4sEHqr}Msi2wB z27ZM(tx(LI5N4L?c(VZ#Xum~S)}w}Jg3o5^e1tKl8z%oodSUY8Crtii1apYNn5a)c$1D^fsTj>!>i2_mm%u(Neq=^ z9Z^F^NyXXIT*bi9R7c!6Q7-zU%!UsGp}8Jkyz0K`##EqRcF(LJkFhP1<^nBI<7KkM z`g|B9vss(0BF2O!h&>n<_}>wSDZmh30uEhk7PJ2%?JyYK8uqe{<2It4(s}UU&1$lg zA|QSYA;Jm8IaKY3D|to5Fpm>CuCS8+6otW&m@%oQ3pBoH7}-QffhOkD{genWjbrSV zx!Gc_xC%n?*W?xTn2yuV;{FFb8)Ajp9NY7G_jH!=O>Ax1%N@?^TW9Le&wLn}n84Kt z1YCaJ$L)mp6#UrGZ;*!S9b%D97_~Sh>|S>=+iD0$VPn1D@d{(kkXQAoVhl4zffp1J zAqQFfLunGQTE?hn;A#LBVW2z2%;W*Eh1FvQTpG^yc!2XzfgnMh&V-4KIhu`QrO;EK zH2XrhcR<$hTl}D_dE}A9SAkx!7l7R`Onp)P5j)frPKY^)Zx}!b2N*^L$W6&&f&ojB>{#Jv{&tP4?PBsEnB>Hj@lVLG zJp4d&&3#@Ap?vQidQ`8Zs}!9`D~}?lHg@||Ko<}&=TvXOA1n~b#-=;FULpDIHO;di zD0ncnd%Pq}VynHsh`4z9a#Nz9jU%{{UQqBljC6wd(HH%t(_s+AiC05go`VQ7UHbJ^ zxYuqqSN^|2tH!UVz?#(b!lZ&&h(hl0Wp>NC@d2|fVlz0)KbOfB5V30om-92~e_ zSn$LaxJ0qmmlV4!)bVP~UyE3?FtJV1TdSx=ke9RY5-yEvFApE8=_j&sOjQt6irM1k zXgZa!j^oxQA>5ZykDq9FW7AI&RQmZ$B}j#Y)*VzM44Wzkg&@g@@XQ?Q>ahmKQ3$QM ztGxI0sf%pbs9vS4i{xfw!-Fwc^O*I&kjtRArEhr(2`w1N9>K#}3`bPsu~}GR4}q)@ zyG#N&MRHMR#@lWygO6(zPDzvz1v(tnfNa)$s1%r|YIK><{)aF63qH1jYP;U|eiU6s zCX^aG_^G%s4sgc}HD12AQC{PEO){=c2p6%tVYDN0FVh+?vovNSLO0tTMomXcEeUiA z^k0?PjId8p{UMU&L7wjw`L_V+Xq(w*{fz{}a=l3UoBcSxT<`jeeL4j) zEd>M1V|ve=qkHbHFd;F@I6m7^UVxSfx~r}-eeAPP4qU%LKrI7Yp_#e)>f6u%#Y5!8 zQtQ0qQ+t5*EXW0AG6m4Te$8=a40{-(p8Ss%Aglk^8=j*Kxa3fevHks{MYF8%Ar?nV zhtk~9w1D4wll=;n|IwF9JeA-(ryX2!SJZQeMt>42rq(nK6aI}htMhsCgb9ZDFeyvt zBv;WkKO38y3kOKjgSe<8Q2tj^H+t6DC$pNXuTrL3cg3H6HDa~=_OXg10ISp zWBGJ?a#9Qf(^@(@>_gbOkz-vx`Cn$Ye&$}9J@m{pnD?p0&-VsVz^@KIN>#)MRn>%# z>fSX34?;!K_2x-Z@D_k{lQlGaAKje_U>bdXrt4Z*F(UaA$)=*@tDzaLjpS5R#u_dF zeUDi`RinDPl%GHn(E9Nz%m4v!Z$h_I;51$sF1ePL7NnSbD3%szPb)atuFVWBq%NHO zz4xC+1t2q+W)2v$4Qyy=2rC%mmL+ZkrfC+VM+V{=8pboXWodz$3%$oBAd+mPE}8yM zL9ShtLs+KA3E`_1#=xN7Wl+BHUX6v@s9J0Dq};j2RdF&+UyE_3SqZwvJkW%JYOgO- znaqf}Z94TS3Ns;wLKu55XWsUQwgeT!1GfHa21l3fuQXvlz(D=7NxVMDLawXB&_P#y zCp2m+WD7%U(qIYqI;)iP>?4Tb+E)?%%gOJ_n`^;;?H1xlbrmC`G+_ zT6;<+NmqXS43OOkOUBIJ+*!YTNk-7IEdsg#)=t7QT%?yd`KMY9PWdkTv} zNeOg0%$TFo&_`L4`1>-f7`l~rllLlodyY$IJPl^J2tkp0Pzm{g6{Q(EzVSS ziqktG9nHi;8TKKJXc%pmQCE*zJ-`&>Ajc@20cs(1LoR7bN>znf2bDMWQCdp&mBRBd zL#dW&?XpXk1E3=N97XU8UtL2$mZ%Xp^R(L9$-U#}IG3$eF6hGQ^7A>F66IhfWH8Sg zr#Q;N-Xbg)`Xn;)Sa##A6QoRhGK$?K%i`9N#~C9|skg%Ax%c>wFbW*4GV(N(^xHud z-7EqOqJZ`S9ke7cYGzDTSCM=GEC)=)kKBmWhrplup-ssD^djCDp2 zEz_N;05dKLD{n0-zG(UEtqjFOPZ(6Huc73o7Z<!D_gU7T_E^YZ%IG}Jiw4$ zp6U4l+H8r~r&wMWLuaz`e>}-ryfRsVBqsrgguU8EE za+S7Y{6+Rf|C{c<;g+#J*F=Rw8$_A#urU0JN0tD{F&npJ=tJL^5*7;=#-BGW7nnb`|fmGf$n|UZ#mg4%)9W*m%-JE zK}uOml=^p=EO!Jg`W&!c_dGo-Cwh|vZAjtYqxgALS6N98Qy1hyw&Z|4>c-`O?Emke zZAduUzNZJb-1e@9EDn)e#O_M@P_e&rw9R?f9S;;@e0MW4%J@u0EHkk8hnC(&=u`#O zd0y)aQ;%#f^Y`+a8~#)8heeSNqqZuZ$9A)8V+utLH2>Yp{_A241F`^5s4=iYv&4vKrR?853-T-g+^5x6hy_YXubeyWt`!Hl3yDpjXe!^a( z$QXfev0(0kX<(YIqcbCkbi0i)&GO!6&5&n-aSplsn-dpGQ&K9Izju}XuwV!4ZR@=iJsfF75Vz8KUq5cFS+$8~59m#~@Mi~ zni0Wd8d6eRgxl~9{ly;b*hZK<>#|VWC>?8FL==0(Vq&zyvXpj&$Cc^bw zpJ?$JsHuSKM+C}#Lc~Vxj#@47-xx&#FcFw@YCBr|Rhv9IDJe9DZgaGj<8JOlhc+ux(Kqs0}>(-a!@Y+#;5I&x$V3@k!5=)Xk?i3 z+qAYIdDS~GIllF_Yzm;;c31M=;XJj1p zKOvg`?>K`5wdmvdP+6Ec-SPfK+^ zO4%zPVNV6G_8ZX95VYTNtNa9M!Y&@6F#wUCx~M=ff-hGj@aa70{)Aw;R$|U#N8oPrjG8WRKPeakJrV?GO);QcHq@ z06&;+yb`qh1c=8L7)dG`kG6_|9`$r2qBMacv(^y539Hz{E~r8BM?sR_?*!`KA013aXeDK@UAx+-u=a-I^^Q{{18&DXq8t1?oIK`svX7gAr9`;y2N0t~P_AbV}CW zu-{BJ6%~Fr#VPhVWRm3rZRU#?v38+}U>-ay+9w{t{(5A1vWZ+9UwTj+jsmDT7hn?c zZPWCScs{lc=BNF~F)>(%wb@TKgWw}cB1u)wqczo82EyuizCTf*^zJXT7BecUF=HJHW93hgkgPF} zg2{}T`7*&?UOB%Ax)q8*)*R6PJJUoO*0)U$2@LgW+@S(D(2}PmM@?q|0b3-KK>}9R zuaqW~5{(Lv)_61XU4x0|XrjKR=>My+FAv9hd*A&aDMBiW3`HqJB~fO|RJN4Nie!is zna4~`q>zN942fhcQ|6Q@BvF#Fs7Nvtk@?)q{+@Gvuj^db`JF%ZzV`OM@8@0bTF-jc z^E~Um@8>7pc7|MVt!pTay?VO}6S%GM^oWboD!P+}K>fQM6wP&a4QplGvh6x3h*3Nk zS0I*#8B=5J@%1;D<*KZmSv;%R5?#*bUE2L)55V_Vt~{VMtS@fNl+Fq^&|72NAaO=iXY9#6j;al<;zs*>?@RB!dVV_a*MexD%F6yBn*0(#W5 z^SiG0Y;HQZyZ)U>j{Wp|oGS+Kv;qXdqi?#=dI9L=M2l=J2BCfs2JZ zJqM5J?Pm65SI)C~`O^Q*{c7=1x-DDDF9Gb=GxGKm+QMW}4t?5&SA!Wd*-fkM6ac^8 z3Xjtt9txS6vLjrkkCYkosb|Z)4cY;r7xtf@Go>B|{EX21>L%Zy*57fYAc_hKY5K=`MoT5{}!+qgFFjONCg(#AGo7;ike|zACzDcCAwB!CsODMWI3|A!C))1;fD)-x=|=1Iht+HavYj z+Vb@*T#6@tvfNJ7Wud(64L?ne*O=2B)2SBsHps@-b^m3~D0BsngiZHs`;)=OX3lG7 z%UP4!_N_m7R7gL4J8fbVhJ1_+`PZv&KBWcyCO5RRBYNr|ZV6v@tO154gzuP!eJbGR zRB!krb2Zf+KH&fSbuz0*uWU^rp(=b|ru@DHXN}Gy|6J=xyN1Q{qdi|NipLiNo(o3I z%5T1=a!_SUcvZ57h+Z}S?T)`KzE6#XKG?QxP0O*#Pj%BaIUbc=P%LpgUH5o_s>$_& zze0V+o7eD#>Ty+0o3{AS?7tEW$> zhw8P>uMdZL8@vm?u}n@rpyk-6eFlRzKWTN|=arTP1g+?HUWgL>$DHP1*qbKS6|8OY z)<-@Ui-^AO)@LX*IHA)mCH-{Ula*)kf6|;|k&8K?VMcS%HEEY_;kPu|`3)7!TvR|n zeU15%3F&%1A=jvQ)^+QLWc(!T(p)4aF9~TZy}dF%E2Yx;Z2t>xNzQrx8zEM#W;*7< zx7HX^$GROFtYk!~#!J$+;+opyX8-lqu9CZfzMgSXFXAd(tJX=f&ReA!WC7VGw2?`g zg~MNWA9rJyOQE}DSWu9+e1Nml?a-Q(-Kve1oyXfw@q9jiCWo86X)5gW8<9JF-Hovo zMb5A>Q6qIg(K7`1|Qg-lIkgWo+VYc*tEhRYda6KG;N76 zwH~xiU^WU%O1_YE7y-|*Z>7-0QA2T&ZS`t@Xb<209yk6>!suf6x+TynG}Op#faU4a4}iQRx^h{% zzjSO-4&NYQv%0{p^D3?vk^rYUsHIf{ILr?2BA(AS{jSbmmOJ!b9FeZ2_OeC>%Lfc8 zC7oh5`{#4rx|}T~LKH%=>jW%<;4~;KtQK-r%Z?m5f_&*=%k<*>sNWado9rQY6jbC0 z_U5f^KEViF5qP$?%Sm2lUYv=QVQ%hrNOjz9b-wn&cNN_w{w1=j*^^;H*M&5qEZ6%K zq3HkAZ_yVun|86ry1JEsI8>tEc6Ndj0PO7|BFbiFW|8B!q1yNGVbz%XsZ*ONQs}l4 zEYCW)=$W!`!r3wS`X#S;)AtVR@F=XZraJz5*qpQR{MaGmf;Vyb zPreH0+F^bC>`A-U6rVtr$CQ-7Uj2mDDCKlXX9q#^vqNHg^`G4f<86JAp{X-GSMZ^{ zL)?1yr)x~>Rg-o801jPJOWJ?%U{Lb}Dhk|+zNKpMyB+&fE?>Elh~l!|n?1ON28g)q zPmXYXXcG+$0Ye+)&v(dk6Wy#H#2FxE6GH3%5XQ)J2GPW?E-?`8rTZ6 z-+B%Xt}LF3KYt|8XaZV9*to^+qb%#!uaEF8kWNK0b$VQT@we3kZfiQG?J|Ax^U1QDhgBF{I*YiW?X5^tmN3?@7@zImHf~5*38(E&>GfL&co@+9eL-g86~NN zHLt8{ZDj{qp-`KF#V0WI;lqc*pQaXOM~T22P~~(T1$Jkz9UYF2Ua!8#Z(UpVkbOMe zcl%{({grVQVJb;969z3$B8sPXtJWR+`G8vHkD`|a(Kmz~60X$1+;o#*l&@zE7(3sh7^vmM~fwM5f4$nHbomk3=EH8qk6z1_V5RgHpbG~cFNA4bzXYD4nIq54;DfW+8d-SNo=x;NAXBT0v z`W4LJBGP1XKotdl;nLCNw6|As$s3Vo)r}}3kN!ROHsmymL&G1jsZYXz7SwSLZ`!tl zM(t%Ycjyzo!K%8*1UNS6${z7C+@ z6vOLHYk;`JYB1W{ey77gXwFkZp_J4db92htIst+%?plL3uXvwgu-8Mr+4Qptyevy^ zflH}S>Mnj8=BlQKxpH!)zbpApejvbBoB@;U#oaj9n{}eOTTnf@rF(Cn=#k{&eGB5w zc^47Z$R3}%SE(x!h=Enn-h6$j%}{UnU~I0cs*ZMEw13uou7tD~uJa8=gLWq9I* z)zK2A>f{V5{g8nV8FbEh8dx~}$2f?>F+s#aJjWiLZ8fBf8AeRftJdYS{9LK|@3Z9t z(re1nUEl6n#185+N4$XOW$0~2OxCus%;UHx(@$ zRiGJU?J-O+BtH8hVRITAlRHW5`2L1@`G9<5D~rvuFEL?(@&O`!J*~yx+bW^B38=4MM8ZK!wqk$wpL^#6KA@?k$pSG5@r+oD(*b^P}d$KA5b^3^j#9p_s0iZ zpH*t7V+dToB*aE~=$)Khn>?4joxyk`?jqW3uR9qOPwuFp^z3h=@w0cHLGT?6>~f9qXBt&en2U1sh9GE))FsZ*dh} zCC0MzUUf}vu7*xZu(uC+k4Jul%euQL8?0?5enN5HrvKS_*?yaT{wXa#=TY1HQ1x2Q z?9#+Dag3hB|HI+T<$ZnlzrRY7F{{b@)!{F@q;UXP4|vNzsGE@*JM&rA{UhB+4k?G= zTb%GD4Gv#-M3*-<-W{~RuKb}czCIvM&?ra0BWCI) zfizQD1^b`-zPV3l-=n*igUKSeG8!gR-EZ$Tn zi=W>nQO&8Y7hbfvc)qRV+tQ+uB05;!TJq%HpFi(RiM?uS>t3j-R&85(IU|-XZu!og zW0b}}qai&9CbpCBQBjrtVAF5BL)XZtcwpw` z#f;c^zPC>{`_G2^rP$~^-@t6 z;bCcgKR=a`=j=X`8XjFM;9t;h8k|E?LE4+5L(h-ztPI~R+wVM?F>>gfD5i1^Lwz&k z;V6pi<@T${6_@fxy!oH!&aVDRA_~*f#oOfa%#U+#S05jDrQf9UzF=&{rWjfbK$M}Q zh%1zG8nq>_8c`jB^E35tmP>GP1WefACs|3qwdpUHqqT`$=-ha~^%wsM`%n5(8^&e4 zqv#WM1P4(|Nh$kI(}`m;+&S8BG#HeopsdlBH5eBiO;=Rp3j+MUV6KD`9ltL%_0JA8vdHeZQf5KeqzPR@bHZG-&(Ux62bfPPb#lGRoBzWg zbuiR)ocxuU_ZPPjWWfBy>EbV}_`x@UC46 zxH(jp*!bvVARF7o3{mzR1CCyQos{nW@0s_Dq#R!Oc3A6Gg+dIQD6UsEHXbH02IzS= zDGw|{2z=|_z50khx9r}n4O*f>`e=#gcnWnBGN2!}o?~N^c2=wEHc{EPUFRDsjQm1D z&~WbX9%py=WVn7S6;#1%T{6-1d&M_FO{QZiWgGsoUFieY(4g*$f#Or*;o zIGlopb7Z+SQF2Bq)tpCw8Aw_5e2*MDv=SErt4NwcOV!ucL$q8!T5!%?v-Za*JIHs& z%a(r_Okd|HKOp1(-CFITv2w)MDkGE{R{^Fe#c>SEqC^=v$vSn_cKG|FE?CO+C(= z>|^^Wid%^E2*|teN#S}B~-jAv@9>X1yHWFNy<;M7Apj-~TQTBv9fJ136 z3&5}GP0NEjQ3YVHh$guQlarU{+x*+x$$6e~$#N?X*=YAC!LD&cyrg#~qQZ4g;Ddw^ z?@Rt=8tSJ^Uu$>v=S{7b8kSFR*>L*XL?x?6;Ml=?V}>F9xl`PYJwYcvjJH z6aSu9jaO!peuUjTW9mt7)A62`CMK$XF_QMAfnt2wfQ@D#i${h*cPRCv>9e$WXTwd6 z_t_`;Z1cIIcb(jO*LV82m4waPgqA7tZ~bvP|NqM40{-C%oN>zPy$f)4$X?e5Z&k|? z=Gs!ObA_fe1EX(K?hkjTZFbIH&ZnR~e?eLBYNzEa1y<#qec3b9calClPLWQFlVY>o zc#eIlYm)9KvJB48Mo;{yuhWXTjibbdnz0Bi z!MpASIYvF(w9IzS2OtBG11oVMI&^_~)7a#?hq2kw=9zZu-gDLh0Uw8C@^oi4%N7e%-SjBq zyV7e@QNaPEi+tVB-^TO>O_S~3#6wz-+F8!>@-QjM%Ft^b$E$=*@V57i6N|rfLgZ5!lQRrTSvmAr9Qf-eyr|<7O&k$ur&orWVD=$Cs)r z9O3JRk`$Mu?PVMh9p9v`oQogMo!Xn@Q_w^nE-%CO0t>JjcbMC@!K6dgsi6u~xq5qh zPtUWQJbAKYE-bV5KVv|psVwB&rzFSs0)AehMw6uVhqM^SQb!OLHF>z+Ga3y0BX!bS zzjqbwxp#kfTvNXD-w*xgOD9r4uDnbdhrAeDCx%alUphrYI);2TGhAvUBE8{1PrFK= z5IGIVK{IINs9x<)K6VP8S0m8!7@>TXxD9{)^5qh`9}s-;Hm!R{Wke&4Kvpm=ICrMd z@eJUu1h1G}DIRN-dzyS0^ec@(b8!?4E@>o-djS<9#1nPsK1iehQ}d&UgeEAgc{a_o zC`szzVL>-;WIS2W6=qip;YxO~5lm{fA!7WAz%q`FjVa+dMB}i8t8EgeEK#t>;(zY# z4R{pi#Rwj}o{VV8OW#)gl+@G}KzzQ0NW)v8g_A3H7Xb-w_C8gckmc$d8h+JmJiiHK zHPl%zMMp=s^tKv#cu2w8ui&5kDmTN!1JFf*Tgri2xpJjOp!G34yt}h*=aUGq~xf~y4;m3R@^+IIIlY>ruhTY)RJMe2V#M_ zEZ!5MFJ3h@8OUsjm%UZT6Ql1_1PF86?TJKwBy_Wr%<>8<84OR{2X)~=0YskIE{ zmc9t5-c{zkzNe?hu*^#mJo8AF221h_Ucc5XDdQa=<$2N#;p0cc6ObzhPG23i;|K~g z8qRFzF};6Z#+4B&hc8h^CB|h2y7dNGH_;O&CLq(Lxp)ZX1JjQ0r9+WFrzP>udtkeX zP9jR=sjaq%7zk-;13FilV=)kvQK&c#hD_-}MBvM}Xo*c;e=d&aB>| z$L!|I_!kJx@Sva-(%zF9c&P57L)U<}KL&H!2JY}J$j3AQ&79_9Cx;WGJe2bXaQF2-&EANScOpj-OjP){q{E#!~9Ybsd@*}W*d*lp4=3v1Z zmbmTk1w;38V4w($p{Tf+%Qsm8O;-p+pCG(YI5q5j^}`-o7==#X7~#?^?xbMz18HlH zz;e5gPymQCVh7%hPfe*qGZM{ZU`AU2(h=bfx9=&HCQxXMI}Cn`?99LYvFGuIuS8V{ zjcW*loO=5}m5E>%@s_;Uq(YS9tIty{NZx2yr5q&i$c-2wVMl}V(b2B_#z?zC~Q=A*jGeKtZj zUc406g{X=l-y~CmH{Zii{T#}3SNZYM+i9hGD4(8qEZ2|eS*j()&msc0hQHY48V*)vl9T( z1_)?98Hw4%327T~TvF|&Ioi9liEIS5jXJ4UU>}e{BSsR$S=RUChcH}jOa57d_PjF@ zEvI54%S`B`%qpmr%*^Zt1_o!~E&&u&S~8i2hrss99@5lYw{PFRYuB%1#M3H+H#KcB zF|PDKdxMo={kj#59)7H0|#P@}$T>?RK z)Ta3XeOGrkxlx1<d3>pZHlRU(H&`<{2U{(dA zn{pTsoxLK0CXn0B{{06y@;>aUu(@gei)e$;2YN2ibReoTAOK0&zF&cGv?${mquXgR_FkUioJejS+|C;)^UbbgK6>9 zc|Z%Tul!zs@Xvn3)CfV|U(jN%fioWa$NNWHb{I)5aSETF=jD%mG!L>Rn6ar3Gbo_*K0tr}-vw{8X1USJn{ssp3P9nH?Zk&&GN z0RiMKMXp0py?=iHcJhRvQ&m&b5%`6z^71ASDl^Zsm*5JS18hDL7tO?)F`f0$QCO7? z=X0ETg%m)fN&)o+knqBx>&nIkDYtNFycOv;^uM@Q=r(*8&hsb~ZmKFPm2qNP!OL8o z<}2t4vYii_I`4JmMW`E?#?Nd`YkNKjgs zc%%q1_$P%$MTfvFy#R$;r`bt6P*8Ro@8#zQ)1Cu2$wH!{8F@ZPLvBHmMx(P7t+>u~ z7w6-e9KYM->+f$3Ill8=n9#NGbe!-?xEbU0(Kk1LaLUJhxTE#vK7M{Q6j{T|YdU`A z$X9;^xiQ*@nJOUUdo3a&f~dhcq1})Xbf-K#JcvJ0Rk6f$JkU=kzwTCa^fpvl#34n? z##ZF`QhC}ne4p<*dcXjkyHKY(@9K@C3x9RAl}-30-jxgQ`Rj5 zY>q?VgpirYf$|X7jxeYgOko0b2G3##uA_3i{@Ah=8BlSGex`DAa;xZTFVO>|_-w0$ zgf0&5ZII{qLyAUpWqRd}~;cZdnf#Bjc9s+Yh2nBWh%1bSoxC2+#qnM)8L7bS!V*(2xkC z^9ay_(7lJSdfMMde`$w3n#60#o#@J51hadF}vV`lAzj!8BWca5KA zW@KoV&rcrr1be9(6+yB&-rSRR!r?CbY3=&;250t*@;lAXxYBIG(s6`)(BqZiIv?3ub@@e}d$mznRLE;PKa1*R?a%$5Qyw;sKI8p| zX~y1q1ab3Z(`*sXg~faZKT<6W8OnQ`I1mn8zQ288V+^jj1K6Sngt00_z#Wm;%YSy2 zE%ikNKP}5uR3}CA1?mz@VVt}-2hsX*auUCHPuQLjPUiFQF!TBI=LzAK-4y4B8se8H zwynbV6nwatxg?alyu9*xcvQY7W|tHf>)+W6e8!0~FGA~jJZ6j=cBlx@!#*nWSa@WV z(py1uT3hHjF1XXQGzjSbmhF>>M7S2-fX4-d0YDM zW+??R8l+iAO-)15qM?BaA)YeAx_mouNLaz7 zH|foXv_+*et}v6@kX0s1WuEg<{2t~vCqVS}NqmK^3|+_Vy25&q<8A2Acpy>VNK`oT zN8;1Rt+wZSN;y#yc}XS+AEG;7J}pS#@Q}}-sH~IES*R6^jA;ctDxtyZ)U^yH3`eAE zxfLcD0+L8)mM6&CwxYvk>EgmH^ytJ$=Rsr|)LS0OcQz8OzDHbKBuJ-CoXR9#CuN3~ zWF}}55<`MncZi)wJIx14No+hkcDn13UVI^p25{O4njPUlhEeWv9L6u<7?CD?5q|FX zHesnYff%@iF?$|-Zo(pkF`Ev0gK0~*ZQC~Vk7%;-!cdVRZzkvJ4q5!Qs-}k2CK3}9 zLCOnTiZy{_P7}zf8Hi{p&7L?ssb7&jyTgVK-q%bd=_+?&wYJ_FJRC< ziHihEEO`7B(YioVLt4R+i1NXM2RHBEx05(xHB^Rk;xE)s(GbiiamN(jR-Zd?F@13F z?B%1rq-X>Wdx=Pd;RHl)NT2W43X>l#AkJqPQvO^9K`eGt1%9w2Xr&0*%)uhM+J-of z5vvTs>z%K&K|k5Ts5M3bq}#%9M}8&ri6C`F{e(Umg2*MELK=$bV&M?zjj@i~5Bfc# zGuBM~>&X5oCDcjDDwmeZ;an9E6MNF~uGkCy5*Ru)_#>F+FG30z5TL_>sEicuf{%}g z&q-fjg}eLChk~tY0oFHKqxpqgXH+s!@jqE2@d%x^&b<} zeV~2@qf~=N2G5mIBqI(HC*peKTn9BY(wcK@KV)#Cp{WRT7MZZc37cZ)$?|jCw*=I; z&4Rb`#N(IwDlUl?q<`3ZbUQ=DI%C*m4)Vcrl?$Sw2$02NzEt@teAqsm4zlyU{ zqjCu4&6}vBTn`LXzwf1pt0}pO4?Dq1bwZ4!K69=N%2rTU2!%}rrKhJ;H$m*1hT(?v zmpoq^WQv}IRkgKkGke7VqeCbmSYBSm*c!iCV&W zsqLN{k6*lvQsW6^Y}E}7|BxThTd?<}&!0$yOaGwaQQg|Ahmi9jL>3V5^a@8eT$28U z)bNmoMlcEW5MM(@A^E^-z04`ZW7F}A(|o_Crq-hrKr&v(FE!Wn)7iu8Wy5feZ}@X> z0kAJi)F?n7k|!Age5z52TV}I2?mmR6uSBUZ$7ISIdB|6^AWh3@oidG@mF>E<;Yr7?y&p?E&5xU+*RNGj{}V&t3h6%e zL5EZhayF2DlZBx6B;R-EMGH_FQ~|!ATFNSaz-0X=zeRadzj;^E0PxKlxjI!{c2o2) z4z`760*1#(B0AGF%Q8%3I9NNddm?`$DZD@>AnaLEsD?mA?2dwemWmHvN+wR(Ix*McR5b2Ok0RcfkKtQ?#q`PCIbayCHqKHU|beDjnAW}+qcgLCg zdERfFGtT(N`SJZdj3JHuWLqXs43!MQ(;38gr}?|uL(gY2nd4BVWNYd zJox!%3H*oZ_E1?H6MXq&T1J4^Sk6k%-5`j-4EYcCNxJYQ_@Riqf}XpUla;%dnd=M4 z!OY#+-pSqmr8$G=3s<+7PL2ZH{M>w;3^wlW&SE?~|NHmcPOjEG?+?VLAcz4{mY3D` z&f5CxU&WLaxxBS9Rqrb+^)}6`cI3~ z>R}f)o0{Lab2Z7x(rup-GEy_*gnS8MvCQf3-;M8k*KheQ^N+aK&by&$U1L?poj;;% zE7|9RqN{#!gI1N3GVT7;t?&{+QyaP+8*vHl5!V--l>f`M{n}NSi^Xi{E3F)YW&r{QuOt zV5fW+H}+X3yEHk9Z_IplJ0;KBK+I4MBSW!Kew(s&dScF(<{+IMMpomd~RSs z{ZLL$k~@CDO3vDv?cu|RhJk8+e&VXE$=zkj@=IJaD6CA+?(y)1s}*)I$4k8Grt`zi z%*@2Z#%|A(3*T#)y~Y=NhaZkl+wL)L6u!1*lNEGx4uvr6H(%~l=H#TMg*EIpQyUo> zsg0|vsB|o+o5T@Fok7;`JjlVt_G((L9fl7K-G3@%@S35V?EHPld-&J1B9VD zliLdl?uIRX7FJfKd-pKGg==@4FHI}-va)Yy{C4y5^V_BVyh}^7y7kf3r4X{8K)5V^ zX9R!Q+uM7#?G!X!_D5bm+mwKT=saX)#Y#|6P=t1L-JSA*ZOUi`mqB%IWhF_?A6J}L zuU-+7kXYPK@&ui$SiX2MAB;hV7_fpvoJRGe)71_gJc0W-UyK^aZ_kH<_U2v_ zPR-{ZN2{WvqRLI%Q2zLCmeiiFyiH6_7O>1z&k_k1bz7O6vMcLq55-ALNPuKA#wp3k z!yefEX5i$+r4PE|`(0)dpO!{0akbY0A^djgFa`z&L_D`Bg&d|(Axs<`I0TmI>S|TG zJ6qDvxsR)cfrp0x1D~e#*t{cC8 z<)?-W|wI=6>dU^lJT1T-Oab7pZ_@#~j1 zH8g#>+p?=!$J4m?5WH9!czb#MrKzcDw!*-vY0Qd0)BfGNcPAFyUs~#B?ipPcfGbIV31y=RqW_~mEAZB1XfkDaB+QoJwwv3y6*)(*k`fAGZVYDi;Zns zg=%?ud9cw!bw#j6v2k$1n|3zKTH+cTC6-oJ^7HcAZajMLrbCd_`4UNbpOU;FAwG;G zQT?n}J#ayjxJM?l{q^;i{CpJOre+h?{k5O(iO9%8qoT0W%On#jEV}VC5UzW3vVZ(` zo6dj({TvxtII3J(Sura!(9{H5D?C#yWJ$-$Z^kpR_3R+qunp#?Sg9iRKcrA8Dl1wxQh;!G@ zp z`b3@EDgujm^_>?TKR>@j{mN2ra)tN4xx`_=z)9XDZ~%0qbEN7TM@I8Bdlz)=tTrAF z%DKA>lJgkHka6h96pqe+NH=!H##8`{*Hv8B90eR;4qWb$o*pIGU*Xh_U@J78P^EDh zgsDrNqmF)j^191h*3692*l+v6rG6;zUvm)rrOd7`j^T8(UtdIb!x$im(?4!KJw2_z zOAPi`-a45dt^KUsENv(^>p+h$6HR&g{?Ytjui37tDm$0mrc)*{F)ADi?#`Gy0v9hR zZ!gAMz5_QXf6+&7KlKf(sHiAI*op4QS8~R8lMDG1p5`;A8UMp48LF(7mX@Z=KT>-J z2h%=m$uCK}R|iX_AyZVMl?(p=C^vDVN}_;;?vAHd^!64x-DF{6(!_c@5C#my$j3+I z+Z1#X$_LQ|FLuW>i;6y9Hzx!a!-%7kj4CK#`4F9liH=|q zC9ZWTsc{Ml?&&rsezq@_mut{y1IZ|*I(^~t&90e*QJbC?rzX=gLs?D9lG)d4oaAd# z*Q6HGm$>!A8gmQLu-CHdnndTg1E`3cfRj6PfoEo0e;X*q#>Tu42ZUXgQ+4srvw*Ky z47_R=yEE+NIYnPkU0o4_YWqqMB06gj3m-iy>eo5C_M~BC7Mt7f zxG%{w(q8-Ts-E4N>RfXl53Wio~Fx>DdTB7olP_7Ke27e5c!#p$9}_(m!5MJEl?b-o0RdhyEL=SMwzZe=ad6S z&|szjhTBTN%lXy7TVZBNN!p;B!yFjoA~pCZ?q5E|f2ZSQGZw zK~|M8G1_ulGUqNb8hqB4!c1t`$RyyH%xW-e-QE6VYZ8zc%8de;)L?s^w?%HyvrPL{RSKkrw6U z$(88WNyK}_pNG9{DeOnz$1 z&$gbYEhi_Qy=6s0fz*)iLTSTJ`{_XX#dg=rXZm59;+~-~ap+d7BgW?Lb(JvgDWg<|zYYR+L`A z!Z>e{>w^%ZO-Mm~|2-|_=a1Pn)1^;2X+b8XBdX-(4TF-WhWux2Hngh9q_K zK*;(TL5bV0$pinn9uh?Fr>fOPpI9hJ0##R6o6j}}Ow>5hLuQ%jVB6+>{Ys4B^>48G z$#i+%m&VnR$gH?GJ$pkQ8XD?-v0k_j${Mrdjj^Z{lTCAr&cbxn8nJ$c{<j@0VE7N7mJY^zBvMg^ z>FbBg4Vjj=ng5($dulquGQP@o{xzkCv_Sr2ZvC^KgE2XR&Gp+s8n=(_ADD@E+EP+x zy0VXbIlkyf);9zTR2{MT?lC~ER=hIS6*686sIR5-r33{~RX3dLjlMs(o+PCC^LodT z7N1_HT2=F_9@jnld#I2qZVo0SqUWX2%S3d{JQGgBCL|J2cE=pL7l%zoeu6JfNCcrH zmR>AS51j4GxE`<X(h=$4y{@Z`Q}g0X;hh@mVmokS$%uv)~X*b@J=oKYQn#8 zQU0+TE<}4frs}^W@>8$Sf`H*C10|F+e)KY(h+;groR_-aDz`v>@~d)Q_msu%Itg6b z59(1hJs@g=<(`#=!DS#Wa{>l|;K(dqh^1_Olv}QlBuSPg=%dw#*bi&f?j5A25B0UF zpgcB0(1Vwbu{!eBh!nN(t;r6%jluOH9 zE3#!Ij$HV#WFDg3$^sU%`{={ekS!}ot&`mQad=(bpfocRSbj-324ZSGfH2&ryZcl} zV++P9{yfant$}Hoi5SnF!0H7I29vSlm@7BLsyq2r!d^we{{= zv=zK{w8?*Q(U*ggo+=)sVf*sD+-8}gd?Fa72!x9XeXV>KRH~0wxLZ*xGQTMZ+Vg8Z z@XYr(QNQRgh*42W)}Pi=LTM?`-@n*oYD{o6MBJSPrkn& zeaTF;QDPN>9>R2&ziZvvT&9OkMpM&*Swo9if_zsr@i$zi;3EoaGH*Xa=_B=} zRq$qA+~3^dbR?(uo-uc$<#yqk5``mrDI!iyA7c~J?OX|T`wiP3JJzv0&;us5TTEt6 z3_-ptqV2B+EceayvfS}Qv`hS3F***X`-%o$Z*}_=Sg1DWXoT@GaY?IxK67Aow&T!v z$|&)BgY5|u7BI=AhdXW-jC156a9k8jsPm0E5j_en&ztyo!xGb{M5aQ1g{tyW zpor@&-Ca2hSa;tDJY;{#89ZtGNY9iqi8%>FA{-dJfP@V(r9batJkz@R>6{Lg*B{DA zLJ0}QYNH3c8(i-y%q|_~!L}CJQGf1oK8*LPD{_WwUIbP3G2w3UFKtG2st9iaa?($N zBonFXZ_JO1zlVh>nd3sro~5V=+noT)`!IQyn=kowC?$VOjM*s?ds6*)1uBI}Y8(G> zbR`WIX*I3)={wj&uzZISEXQV~=71?a)fsu-g=k(-g@z2HLQN{)34NkDV7WgrmsZ4b z%BU7bxZf+n`S@Pv6t4W|YC33W57C|Nw_5MCGF2E!`BScK9jQ$gm=8g8EHHV?9E=__ z(*u586q)XvVs5Dsf3(PgZg9P2+Xe|MTtc$D{gU_ZC$$)Au2;LiFQ`Cm9hOAINn0~v z`n+9PWcK3FGvu_#QC#W<2Ki#>kUsVX%g{fcQt~&QJgNc%JJZV^w>wZ0@y2E-kLez+ zX(H9GEL18i*xTDKNFl zbDi>LO#9BiCWZ-n5#Y8S{dp@XW!!^87dOG3o`yn8dyuN~xYP=Y7Qt1WSy6-5yt8c= zm(;@QPv!t~wqv-A821pqTR5%0c_!ELp4 z-4?WS>3}(%C(L+}YrI zq+~Rq74sG_UXqNZ)!uO4re?1;o17McE{K~QDONsqoFA(NEJ23-4Gik|*u^DFrSV1uuF-;Bu9WA=|#=LWOYYCxJ3P?d=Bt2RQ4eVx4iEGoHGa8e? zLzk@ERa^A(2$i-3VG%1RJf!y2uv>L5o9<=bU3PV9Dk~Hc5afJpq@XWu(!i%rAUbIe znkVm`B&9_w2`2gRay`)#`q*GFk=f1mP6A6?7bjlwj;#iAC78iV)TNQntv#Kuu!74F zkjOv`{3684M9S?RA_NJR{7H}oS!Szw8_4{j@BV%W15W)2Jfo{Q`d$W~jQh9CA&Tkc zul%_sPwHKjdz0^)(zsA&ED0q+!}~r`)c+a~Uo0w&~Tm>tq-b2g)$q(bpR%iF>-5-3?h zSiRlxO3{>DKbMjV_3p92^_Kch84!uWg6|b^#SUGIjKLAr2Szy!Wx7!6GyO>KwxAU`-Q6g3@g5BiaQ?M3n?9G94JBO zeX}r>h?AM1Uz-8mvNjbmMMW}t8LQ*_%fNtE;K?+B0f8rJr>u?>O)p1b=T>U7$l=dUQv3H$+}Gq6(4*gQOyq87R6sB9 zv0h{@;_zO=9G;Q-YDZLr3p_JLd;9C+1ON4b!rW#^XoAo#O2OaeDx$PY)ig=&S!y|D zLmOmi9lxdD>`j1@P?{GRPa)+nW#5m=+5!-2mb>^c;94oRXXE=+;2s_?TqmWXp`yiZ z=>v~O#@$tc0&FM~OBESIl^<_PBEmO9F?FLLULLgxyW-Lke9%xcH`5U@Y=@UGSu#k_ ztgY|osm@*a&f~28Epue)G)Xy&Wc8 z1>gOtq`V_Vqz9We0wbf&SR- z$vzz?`+lOTX^F6)ym5Xevw8Q8xe6zg`&+r=kkkB4r10z4_NLp--e0N~zWo&%PT2N?g5U>2C=VXATNFLAf@W>gmoXtZxLhJ# z>W+H=lX@=^bfL{!u7@~sZ?#O?ssHz4tSGHJJB~8>GnL;icEa&v0p@0yvVwhjJT3gq+Yb$;Y)h0Vo{ez`p;$6%f>KCD3nGiTYsuuCe;Y=8xrY`XdOpXQ-y#z8crBx%e0d z4~>{47UZsQ`oOg|(bb89d!^I*4F*qt8p5ESxF2-Ye|D~J`)E_6z4p2Bf6-|S+&akw z1ijzUG`J4IHD!iqzg7-VmQFZc$F5+Xo(989|IWJpq!)qUkcuPs7w(klWicyjW(fMx zXC~!CjEO_-^1Mmb0ek>JI`psK)ya{-a@jn0XJRqvydi)z3kF_{<}B>Zcj(o*-rZ@~ zmHJ{(%bHKgZQA5jsmf&WkmpB@Q-UBS1rIUa>q~UXk--f*`{{AF-9eC)6kYUK^+T-M(A1 z1eCbRyk0w~>`|N57uUx!SiCQ`NYg)J)oQiyJ+Rn2!-;?YUH>&0JOSKY`I-ImqHU*N zMz+NO5Nn@(;#rL^eS4l|Hsn=toQ^V4i9FbS6LxKQzKu0&<_*Hba_CDSjxIPN> zMTbM`VvU*8q}ji9^;=ENDb4{dI%7n|B>K$~4Jm0zE=<1};M0?iQle#CcU|@;m6Kzf z3u{Y%IW5S~&%Q!|qoCl@r8!$-Q->Czk`S}j9^ZDPUOb_cgo&*==P#nFdFIGJ)N4;z zy`=ij@^aiKzIn$h%XU6%V|$jR8|e&>_~Z%RpvWR_(xF9?dA?@5JmQqfD(ePB~@Dc@n>R&J3`8)tAx z7Jx|0E|=4#2%#U(WxK~2M??Ui4wd_#9~9oj5dAMMfNZ$G*Y3>rQPWSG&M-V`WX$JD zQJr3LOlM{e?XrodB?)^oB(9!4en(YB7bmWo28}_TAlLhEP4tWv0fSGcZE7IFTr+8W zd?Oj8qk~eYrreNCmPjzt4;miD9nb+yJ#IXw`AjkMygMXT)?MivXBi`U8bFdr$jCsQ zTz)-W>vGT-wgPX>pp;Ril32QUj4p2rMrDswcd{|M?Kt*Vm{0f07OMz;)6xiHMcVK# z1SBTIDPK^H6YaK*Xtr(|e4MtQx-C#%dVveQ?EE&v9W9A)#k)n3akS??5|dQ(%$9dB z*xplTaGi@KFaxdR&!6qil^HHu0IP0CHElAEa9w7)L79Xr1%k{Us}#_*clQ{S^6XRa zdlu;B_a-P~`qxzFk8AJJ)b&!+x04Q_lAAdH5n&L~YaTZPcn=XeLXgRIdtfF#1Iy3| zFH3@bb`!Ug4*DU2y5$`JN_sCJX2`v<*&LQ@#i6tm0B%#h(^C_7c!`(}pM_1l<)g5m zm(ZeKA0H$WnAMotA5T^~L?`1KK88(7iW$G$OwhH-K@RyAzfz1x`NRH7Fb>>iM2%F2 zcyk!Ym!0Q9k@Jxe*lAv{hoBQ+`_bnofDjN^4&WL%g&rxwExu#MixMRK`!0Z;IQ8F> zh;pNKsG7Q_dP^^@{78p!y7r^)tRAlSH2 zQOla-vqABTAjuJQr1dFQ=p0I2GBaq<)epR#bZ zHKotEcZBYQ4-;?3Uxg(VH{OB7n&ZadG6OmZN_W6zEM^?jJK7Pyv{%Q|w7}iP<%r?S z+<=x`60#&}zoKE_Nbb+%o!izM>00zRC?#9EP%L*l#gGK;>hrZkR z(VHMG6{~Nk=ZDqdpp;ht=vA&DxXeKWvZZ@`1o;X;{dB2#uLlunrR3W0J|9eNCW*1T z5Pa{3S5!QtX26&3TbbZ9leGeX(O}wn7Y#6-G-&N5G_{!Rdq0l*fi84uplPZp6UK?n zkIrbPowj!YI)M%iCdl1ia&nP*AMNYckkry90PUW`z-6*r5DcvHfV=n5J_#T46gIl15?_f`I$yo&ck4@w?DjbJ~Rv+~xp zo39(iJg?kO)WnNLZfq`G55kuKr#OfpKK!aM<9$fAsC^3rw`!(_NvSOM!L3v z^6;UrG^tNC@aPCk2GPknTzM)`_)Fw#H*B4~`HGIf#=8}3Udg+V>qq@48yR%#g6i)7^))j5)FHjQZ=9H=L{FZl+|kim+s5+eZ}OgO}k z-t7Km@el{sAb?Uo=hm)hKfxQG_@sI#!m<-e`18>n;HFcqjpq@vy0(`0+fh0Sf?yQR zTryOTU$PJX=X0z?6@WSnb`7*=o z63*$|r>8OxU+w7~$WQ)w3>t5x8%kldh3JN07{g0SxQwd`XzYX=+UEW?O-C zlThR~v}WZ!UjC0AC4e2tOx`q_$K|&nrqv4s2ip{|`oVwr7Cb1x@@%{UH++Mj&9?HsA=Lp{T;C!)2!X(i z?-fJq+LFrkgI}SnQfLr|2P?k^*Xv7}dE3MzTD@@;ic0viHp2x|5H%lk&QTw+KSaw( zwWmvkDEu38?=}$h^#z}JGVl`i^rx)lGXtL%jDj)LZLK|>`^DaBqiqE|bg2jR5Wf(4kza7E?tR$j9i>`9$R?&zwpkBKH4C}7t;RmK8P zzP;AltS{~_QGrpPurf#*dG{O3j1YoVCyZ=62OccuZI5N8EinrZA`T&??78qVT(!i5o(F6#)c>T6gci6YM;2rehGrhg}j^NF<>lnhj-(erGXhBHbaf>_h?;O*t9Ma9St& zd)%Wn58oUB3W4wdF~VyL&`x0bFsF569f~7mwL@J+;C>UL!$6! z-CZ$q<$QYWn#y3vaZ~b1sV6Za29=m3m3yF7kRC$EfM;g5TL4?4Bh7N|+khKmU&v}g zkKCp@6B=ODC%xoNaH0P%R96I}qW%E%5n8qK&2+Zc^WgbWEO>AG5f78}mpRz<587bg?;|}~W3|y8mH5Eon z+a5=~uolikrOaB+13n#;rw0oMkTc~3eGwys`iPKT)C$@RICF>uaW{fs_T>_ezXymC zAiqmSslP*sqw@fOGYF}CM4dtBPoPg9vH3|dv_U3IzYju8SV5ZSoxLrvFVzO9 zQbQRm5^%x36bQc7GRxzo5JnFE^w&plpB%zWH8gf@&p={H1&KvYQ>6jdn-cnLc}B6u zW$`nT=}6CylpD_{nhH3zPrKl=Ut=&lJZ`C8d-C6Puy51Dgy#%T&=7z{Lpm}tLP$ds zlXG)acm}9lVG>AQUCnHu`1hDQuXA%5EUm3Ay5ne#@0aXW>itTDaUK*HNon)MxD+!& zsYp^5iAnxK%-LP^a`J3zG(0Dl&Tr;#w3 zP5s2RHy~XfST8g4A-|FVwZ?PNt8<~Z12gb@=sL}VbdW1u?yPf6{4W{KLPc0Em52^< zl4|}26KZH^sPNh~?#~h(4OA@~w^-@VJliNPL-!w?c4~<|j1b%}|IdCl5UCH7k3 z<$AS!uaq1l2|&q|L^n6}cBmrF!e-qz_^H#;IY{GR`BfCdeZjrZokE{KyqcVBXIn@k z&;9&(eT2}bAMlb3hKGlt=&n~GA*h9mSXfy1NNXrI76ELAPYaQiTAo0ZieOT?2i62m-V=z(mTQY7KnS9hB-khkzmI>gvcd2Dsyj>Xk|_ zmY47BEynv^?Y%~;w8Ar5xgNWOL5um_vesj5_Nk?uu46oGk0P9dzFhuXv@_r&KRP;U z6>6V}28=Vx*hk;0tJ`gU$!jfiQf%mIKm`S;4EKMaCl_IWM%BxKeY0?M-BgeYz&r`b z@8PDMZLftg20GX{?gU*Ci9wR0qUA+-v}2oQU=UoN&vXQ!8H1ctTBn21Q!LTm=h7uN zgMadxbfy&m(Qki$-+Lv~+LV`)*JDFl``NSk`EYtVLCAlv4P*au_O^L;pFsMGkTqF3 z&2?w0N+oTxeqpnW2Zb;)F7DR6JC5qPvE0VRo!Cj}pxjQE?BKA4{@_o|#taJ7dDPjH zcE#**ZQEcAgTM&g`?9IV>{p!^PI!1YvxEeVZ{&)8ES)5kVjNB4l76$&`bFlzBl{Ve z2n2-l_;Gz$(5trvUvkE5yNa|5HB4sl=Ujh{Z|(tV4s~MU-`7%#RBEwzk86|HihqwgwK>{ddq95z+k9Neqksla+-D*p8(Dv)!u;LrkiMQ zcivy9uN3*dtxwGT$bQe$!J~r%^_SoB`_!9ZPqb~;@(weJ}eiQ{`zz_9&q~J z10b=hs|(3#t@qeO`n}2ZhAy`e8!s;*k~#}8@DPr&#*x77c&Q7_zH}b?JyF1w?EpVR zDIT-k#bf8@{tkG+=(sok;gwxe;NW9oCTy=HA5O`!bHMBC0p`RYE-q8OBvG`oTOK=czQ;ZL{GAo8s$m=_?pOh`T`a zXDiILYY)Nl-l<#tQ~w)`9gr+#bHF#gckf=SL(ShXB*5yu7z-g3qRHn0e*QHlXxgDB zucCs8L$_4k#f1;aB}c}y+Ut|)4@Fr&ie7+l%`Xt#DwEqpdyj|yN}?Or^Z_Squ_u{U zw)33Z^~o~^A9qjeTVD~81&@W<@f7y<+3E5~23r+~NVHTGOtLiD75pF*|9u4{1sZ8? zfYMt@OZglu$tDYGx0d7L=aQ)bv$NhGk3@{tjd1)zHIV8D`AG2NSALQrbU#LqpxGIYBeKXUMF{uJ!Sr z1`}~nl@Yq3LAWZ7)U)Y5o?(NP1(L3{YTRtIA~KaU&R`%fp}##-EL?PII!>FGeDm_< zOYg0U?hD!)Jxl-XKalTlU0HMg*Mmlj66J=;PL(Cr~2 zdir?qXJGy{|HiJgVpmn$*cktv8pi83#AhkH-eGNp6JtsYZMXAG{>t0mBQU+Vo=o} zKZ#8}JLPH$M3Ql1KQ1B1KM|=Mx=1}qgV*jOS66-{D;`KYie~}ObSTLD>TJJfU|{?7 z@Z!Q3L{PwY;Y02r4Gj$h5U?-+#<+ungW75wtvETLt>=$c00djqL3w@Ss%6JgWg0C9Uc0el?g@Z@xfUYDd_67)qX;IQ5>bM;=7HngKjTpG4b%a zE{->!f-88<_+X?P`xYfB9NL8w;Ls0(#_qwh^^sb2`*a*^^jQ+U0a&hDp_Zfi-1hXl z>MiWI()9J9Td$1)9OKBJ?-du@Fz9Ixkc?f^i=%Z+EG${@ggRgJ%n0ha0o77lTiX=S zJb}pRWTpd{1J9{(AKe(Z7gBeF6oG&V9_(D(zMloh)=kR{*Aep@l)UeH(bOJxlN# zo&f^vt< zpa%~I?GUB0_t~sfbrhR_B4_s8%r&mUtdoJ zNVE__*VqSba&j_5xHaS_DDr68)UurQBdWiBBSrGRSB7%p&kt7@4~L``6%<0RSHT49 z5tujv$-{t|m%%yMc5$HMG#|>AghJ-Ff#^f+#T{GBvqVL@Ht=E}q$~?C^>Dn#2eXK* zr0uEc>HT3jf_V^DI@(@ixB!_MBQrA`DGs`(sho^SHwnBW{MUUn;TYu)CNw6}4~bZ# z#OKzeD6vO1H(6U+&H-`Db)4{n2aFcwM^BReGBOHjIyBhxVrGK!z)6bi37L&>4f8Nz zgbUwwa>B3HX3~BoU&uj-F|Q-FEREc>D+-q0I2_rnQ%XAMw(LvC`EFnO_E1`6F-9Ql zPtoedW?A>=XT=GrsiB91;sojv`>4o0=I-gq#L9{e7JYtxo>J2HTR`I3!h-qIGG1e@ z=ivIlhiLUOT?`0_p-@1{{2FN6Iy*Z}L35zi1gQn*CQe}whO51_Vzjm zP7OZM5&mW}sC8yE29^9}6$Q5;W>d59ro|`5ITh|YRJ-v~1uH97egT2MH?$&-IWL9Y z?jMb+FCt|#YHIkZtR#WQ#U`R-+wZ()WPuJ-vg!^(wElv^0?9eXrjy(D%x<0B}ZY@DmN?u~g-qI0KemR7WR__IAU|s2CdG zMZdRCdNAW++_!z{96OG{noW*hY}o+?(L}umM|*qwmPw`cP}rEQ!laB*n_3sW7z5cj zdliVl)eh9a>1=K%ftsztV^gP4)a`UONE#Gzc-*A>iSS=k7qMCAJFP(YmuA`Wy0ukC_03Xa`B~Ck73Z@(Ge7=*K)B`$ zy73PQ3&Z!}YCWf;*&8oD31ek|M6O}M9jyhAq8cxoKqf!wruW~2F)=f5&w{ERNpn|H zQPIk^ME%ragdT7d{iSzBTW92*}O;5NYzw-wj?!JEs8YG=Rnr=`?n5K zvZq&JuF$gj0k=X`QAg)D0(KW7eK#2PV{j0i;hXNWXU}R^-q>Xgl1y`T*8xgQY&%jP zcy*B8(g`P!K!D6PhxCbRhv}?raiHr0Dm3%9S7<=M)e(Y4ve(OY2|;jsiKPN3hL!bQ z2m*@7ixE|UB&9}> z+~H#ULpis}7mw4!dbpxc5euFUV($iDeidNAjYOuop`e>eVueFLtIB#1PUO%K;Z$lv zw_0W>5jOT`dVrXi`=J=^ZtUF*Lg}{a=nPdEyJEZ5z>_<3Ke7wOJs}E1AX4;Oix0YD zMh+b>_r9$43k-DvZ70aq+N6|}6HdR(z%$kE)Nk$q{`k>bj5DC<14^ZzbQ6-dSBJGH zQ+6&xlBXi?yl$^g7ePp-7xdu*RVxr{UMDHbBew#w%Udi9y5@i;`~X21);T)crjf>N z6orOE&cM!&1^zTc$l;C35Dq@M=L$PJ(Z^H~G(=a|!xL{ymV}Ho*XRCmU_!x^`qUD0 z!nUg2wuQWtvPU zP*mnO+ocq&t(Qy@YHU~Wp38Q>In9dV+P*&U5Su5k`pr3BD*WopP$UW40y1Ebs7uVd zUx6p?1mP=kxi8%Uh$QZ@v$wU}9P<=*&5w?Z>`hwdi&VaW z;)iZ|dHD=9dgVani0t&dK}sSbBt(EL4t!l)uhE;2RW)Pos0xTI8jpV)*x1{50;Oy; zGOYo|i~=ZMqoShrdYI!)L91N55XFK1WfWO_fDb?>N10uw;f`bIWO--TG*@&YU;ylH zph`RIpuaJl)gOJf5HPX(I%5iKiPt&_J*Vtq80BBS;8s*rJSGpm(C`D}OG%@(;I%E( zIGS}y$ExQ~hZ%5Bi|Q~4_YUG1(BVMj)V?U?G$FKq*-b|>c=!rrmlK0R$B_c%GZ3$y z0{Q9sXraZA6m~sOBN5a3W*`fhg9BHj>XDlpA3>Dx%a3Lyn4n-4PE`~eyUP}96O@v-X92u?^KyqdkerUxn4j6bv7b6Y>l<@+5G5Nh{; z;N+j|0tgnorU5aJm_gZRCW!r-e_?85=LD)h6z}=*gX(LcM#1=Ig=H@wMU!*tf9okZ zz?~u~3-w_|^8Ut1b6~T-e}^HjpPHI_P0mkiLxTx42j-}$Nrir&|(*?OEZkG|hIJ27}G`8I$7>?1gx*Rhvrl|B%pqR1$ntce$n zJO#BqpdUr^sV&xa{F@!hxeWcp0TtceiT@seXZc%6oPR(%{M#-~53X1=<;p1oDD`sn2s zB`y{c^q2M~wS!F8F!*_;mD%Li7j)Z$Dap*LcVF6~sFgKv$=B)wtkgx35VUjfR-{l5 ztjF-?F)t759e1cV_z@LEEj(99*Vu`{q# zKj+&(XRUC8iOL^4Ew_Q7?^>*$c9aVUxGsP0&LUY-)#uxkfQ5@$EST~jHLtRe1jr^W zOd486aY}w``7%zRlkRUc&*v%@)Rfa$aRD; zv5<5V_HELhQrMAZ_2Qfm+z;aLZG0MF$(tKJR!_^XEYzAG8CH7fa6=DRr#O6?DmWS* zwQ?EpFq@h@Mop|P6qzRD_%B~L)2o@7&OJP^lo=47(=WKt5$`)5F^h>%>AWQaJmAL^ z;g6K;4sRhdcWuK*`*Y#X9txYP;wB{I+P4*eIjy$RPf6^3nNnH#_ zI|Fn?uo&86_m>6C)qM&It$?u$#z5?eSbu)AvS8i8_5D`mvwZhDjNA``g`chUt<1pn zdjyfpYBEjGc7C%VYCd0~M(Ro#85tuYBV8_-c17Kl&UEdzT^~o4Ya7)}n(s1>Y7#Ky zUdt!kRY{wB?7~5T0XoPqwL&>9tz?!mx1S0WNd0M&p&i42n&~hJB&R-JXBDnLU%Qgh zm2dw%!mwaXaB-eW?tqSK@D?7TI(OwiH_Z&hOP-8CL3U*0;4r>a0+oLy2B;XGCN$Ry zgMTg#oprPSLg;+?769bn9ErFyF-b`o>q0cZP-<(73KUAul7zm*I7{V{t*^J&23WHJ zTGnocFzBhjr9N-;-cK-DlGMk8f=4}~NbYA)q+>LxSvZv%Q=*i9A+0`sBSt22do{D@ zwh{tD>v4wIv$ON{sy}3hpwuA&s%S+G4MGrk_dqh4Twg_!41pXTIWhof^VI^-&oUhG z2LhQQQaqS9x}H0_u3>B}HD`ycmcXeL9r+5;K=&MM;8=$Sm0J(dspd%00y85ic~N8> z!=An|SNYN04;2*9bjpk!TBIPPHu34xr{0&_HGF0dr9M8vX^)rQkyTQHK>eF#>;4R z+R!K!b;}V*h5#@{6l`k@K97y(NKg`x6D_5??S&S> z2_D};InUDJq!#%6IpU{H2fKkt9Mkg-JUlSbvbC}Nz)lreS~}A-d3c!06;1O!9%HYH zxA$o@%+%jT;!$W!dt@BRJ==TjDSTRnzS#rl-x?@+#PBciy|OtX8CjG4+@63V6O2Ma zLq%yTk239!0m0B5jDGZL9BCl{Us5B_8UfD`19p8b5UK()ZSB=T9}yj095}*4HIwP8 z6!Zo}l$4lYr~(iOIP^tsYr`3w3xQ0!C%fsO>;#8K%t(dva&X`vdqHHtygDumQUGug zE;_uuqhouVB6Gk>;`(SbA~G`uu#IF-bXzXSz!4j-X0KL+p?`1@a1=&{bWrnViy%EQ zC8lMe`@(P{Ax)GB1^fQ~V+v*86URZhA8D_96t-Y2q#*pKF*65u%70K{Zo2ZH2uD;} ze507(a2H$Z#yWPjrZe>uCnR5)N?$DB)fkkXt=g=k@{ZzeJ~Q8%t{Gb21g*83SRnw3 z0IK082K3&7DJdzf0Gl0A;Zd-)y$_COa0c|#Ij}m98XC|lx?TkScby$?gB+IL&_bg+NnMSo+1^9 z7+*R97=t+37oo=ppZN8;iB3jlZStz|z-?d$lbDJs3Y@WBNkGtz9H}8s zuK)|y2{5I7uA;LYTYrmXKm6TMt^o8B2rw}Mehh@nIRWA#nqg_H zx3Jd4NTOfA_=^+|Hau`hgH>X@4|B}y1N@h5s^?NB?JWo1Vl+GX^>RuT1X41 zpaM!N(nyGe0)n)H2qN7jBHc)yG2Q!jzU!Rp{Ppc?Z{GLXu-2UOnd2F8k8$5m)DQmn zG&!0kn0R?gV(;v+G!n3HvOq9WMg*l#zu7HE;M4C;MT?|7LPbnK^C5h4Gr1H7AR&1Z zyZ1}eX`loHj^JMtt5?r}M^v0E=PvAQLhEYP&;;Li{zsN! zi3KJ;KK{vz7lXxKH=J9%4w&jS*%!Nh>pRTPD{YRs`&K?(bjs4WEPkRn90wz?PvYaJ z+(R^ebo(OqR1aC#b==gF%Q!C@k*eg-^{L&TZSVD%2a%rYG zJWF(Q2NLQNirO~p?FbM!sez{|F@D?jX;xO&@D#j(e!v={ zAX}h?u0kv5V(5U_Nf1-1 zG^P$5B6H9l)$t?QW!z^AMd+eVO-<>{x4e{idh%LBPI}-&0CG^jej{7+GkjUxZ_zwY z5K4kht}4JU@W&}>D^kbW|7W>SX8y3){*JPK?KzGQX9mj`+^`Ra zP|fx@{#-`&EoR4_muv3RYYxphQiee~>xd}-l{Q8uFD%U*-tveKX=&*zNRk7q=_2X( zTrmA3BQbbHloO!-@)3PvIXQV3QE|yNPSZ*8XGzwV4K{I}Bje=_o!6d`F16ER$9{s! zcNOYh3&`TDHh*Y5Ka+H`2@$QO$nAIYKOrG><%*K+<2W+sCoAhwb)B_-J1CNlhz1^b z?@tw;P~wz$oA-Rz^B)bvg@&bAv?m90GCJnw#n#;i z;V?cc#{Bhhdu!-gLwdFTxc|j3_$Ozh8ta0CS+Cm+5Js$de%XJhObb znczsxJz(zGK?`LbV-RM^GkC$lN<@S6%0ro3;o;)Sfae25+uEb85PQ*m=>+ok?_cjf zc{wHb=ClYjesK*A2lJ_hwnEQHdnY{haZez^jB>SdOIjT-1q3%_@fd8S9_L6;ja8A5 zh@OmTn73iN;K$|o=@rj69dYEn@muKP{`R`a&0YWYis6^@VPOr{N7plvv&-Ko$=Oi~ zxTz^Aqq+(^p*|N38gH}McKM^^mw0^vR>TaJ5v77W;!n$)q&6YHwLm`r@ zqx>ai#Ccw2Ey@yUShct0rDi$p)MI2)=r(C>Nrhbac&da^4Ef1i`k=YFc2MrJyc#?z zY|P6V8f1_Wf|rfz=+K0Ck(rf65cId*{F%^8^RB&vx_CPN-=*8!7e(2>(0u8de}DW7 zrkp**lEZ{76dRT6j~Ef4-rc_4a6A%Ei_Q@VTuBVR3i%)!zR;G4fRGUW>hWOp%5HA{ zX3#{s!!Ue)bMFMSq1S^`$ zx%EmB1$-reY!CvY*5#?ylCDz__KN3mj_;W1l-sB=7ctX3>1CVt^o8H@`MI$<_S=_s zNa#+gu_QE3$YGp}Fojj}O)rv&+2y{je9n>7!t_h@HUxyoA`|P=iIXJS$+e6t#zmM8 zKZ4a*5)0#(IwT#V?D3>wIwS`RTYp`e@-37WW2~#wv~og>-?l(oBOFjJR2IkZoiz!6 zP_5cxqR&#gu146s5ldbCRfRq7N60U|U#~uv4&{GOHFyy*(_sCEJ}YTi*1(tYOV}4R zVNDgYEN4dVRM3y2CnW&v$KLZ8a54w=MZaMXT@t(hyNgqSY9}YCARl+&Ke@e?>ROM~ z4;tC~$rk+il0MKK**{2a8F7LQ^V41&w9Z04TRaiOkI*+DnwcT4^x?wLKjp<8<9GEp zGX;$7XXIuRJJ>id_j*0kOOq@usyjo{oP4+F`|`QbzWnkw!<1lAk%eNSoL)y1 za6%QfR@c@__co$mzI-`h-Ryz&kTFdTbK!Nze=>}}x`%&EOv%`n94h*Qg^4Idnr|^8 zE{?Xv?o5rBcqmys2* zS{_xkQt>+gFuV>rKI$^7qb>$nGLWdceDfxKO>HgO5}tyj1HnOw%!SqgFV5R#=m@}n zSAq0_hrptvVpStBz2kQ8UL&Y)Mds!TpiLp$;^g>vY?xB;=B5xr>2^3yk;77ze&)qK zAuXqxFU15D6mif90YeOph-d_$W^o7F(zI7v6vm2=@0=5#Y`8FqT};Tqg@j;ST{B)Q z85Z4Zqt4@fpW1}G?4Q07kkgMj*P@eCQ1)AT!DEZj)nNGM@VsXcYrk;nC%wFz-hXEk z*IE^hXwdXSNm==p^SwVmPajND1=XX50iY|poG<-jg(Inhg9Fi^qXW-$SxCg8r%rGL z(=bXNhe|bQgVp#gBbs{vWM1MtEP-|yP?Y$>9mdXdg~#CMrzSp!Ac%;FNYBPw5awf( zbZG(zmayEI!p_caaiA3MjDDf0a~Y_*ftw}_4!+*CAkB$!%E_Dz#1-1`yWM!|7I%ur zQ{@M~8~7jHPc_QZa+r>qmn5~^WlF?RlZ#&cv^ozQ5sTQN1{3nfn6J=nDaYPI2!_B@_y4)2-8xwc{bsG~xzrH|UQn zi(;G{9UCBfamB~SN07k3vrGqoH46v|Dp^_aU6hksgU~;PG8zFveuVb3-MqXajNhuH z%Lf?CjiU{6ArSG~+<-KF4dqw%n+G++SO%21tKF(xx2IbSIEt`_O##?}Vy=lv46v`C z*VlNyzub311KIMG1FHeitVxNwZ*;>`;8=Y2c3R@H6G*rpgBp;V6w?GK3%Y^ny^PI{ z0)HwRuy?;~U*$1pEZUkS4EZen(JOOx)$PVQ5n|Vwa_QQ&*uek;jp`_1YT)2(53m|~8z zaTmVODwZ3^!XymZ-`5SB=&I62ZWSVT`NmYank427W;63kNz*!=wR@)W-LHIeZ0{r2 zI;~!6e}5&Bpw7ZRy|ci|^gylKng+&9!!qFAKk32TtT3h7W(YARLaYjzvh_)Ff)%IM^il*4Y_W3 zBl72un>j=HnIZ!w+$feC+feusz08x@?nlM zig!9$>b$Z=h7Lgo-`b{K`)P~ImUaGXuSJ*y_O;NUw@{MEIrDaW@{Oo861U)shSIctVHtA>-_N8uk%Y`xRV~Ia(aUR!_ z%rf87)Ms$l_Zt|7ar0$XW-f5_nb9<;I;BbmUXB+CXM1uUDuefMQ1@f%{8nF9#|L7&M}q_>rXn(x_MjhArvP z+M~*Sni{%3;O?q=<^pEoRJ(ru427;2uJo5fWR)C&(HX)5Q0tcLg>~dJy9gqrPF+=Ve1#4EYABa?2F?v)<>g z%nV#Va;{eI*M-z2Dm+u?KQKLXK1cFis?|&b+CuhD(-|^Qz@jstQ*&n3o@e`tOo#sj zQc+Q%06z3^0+MrZfM~2i|E|)P-Kuc3Ur;~*r;_=3Okl!}DZM$(mLCPFzQ8%Ga zLhH~sFaQ9wE-Isn_KrbMQ%8^gpp)hdaJok4=h+Rgr%qyl;2uPVzSX!l{b@2Df`Vtx zTvKob+>3#MAv?X;to9+k8B=aK-pDB&2R$y*n=63Y0Pl3Ju;LZvE2nOG#U?*x8(<}D zyhm8&;B;&Ca|oV6)u@*FSY2J$QHx6bgF%m(sGUdQZ7)xd zOhEbDp*3CufRb(d=lLyP>s4R(gr@w0;F^n*68yM>?e;Na*UhcpWQf|?EQ0wgap+hx zlM|-Mc#sC{ldh2L^dH-h^iS}L)7zJ-t81w9Q*()o{PIwk`IO1??&MXh_q4}34pT|x zLXDIcue7;dQ9n@S&_kk)^|Ad%6|658S1?)io@EJ&?mgTvM&D9YwHcc6S9yU3=4vDnI-}PA#W2FG) zL^10&Y7~G5K~fHRVM$3Qh^O_iZO1bE6UiV|&=Apxh+~<|+`7cI)3@-xqG|tg&RhH^ zD#KYhJtSACkf0pgwR90y3_U&(*;9*+i*xjGXRqetSgcUc%wg&$G@}k?MS{ex;g9xh zQl>(AM}|%q7>6FhMOt7YIU0(7D}Yv=n2)5tBdYl};=7)VMIqByN4FMEi%$(Qkx| z8~MC`YHC_JT#bW<=Vbh%3kV9F-~S7vN>1h14El&&AV@=1hK}j=1gK}xqKE{@!wvSr(3qd{KFcGYUY@>FIsOx&kBsV8&Uxx0 z-lo4KYv50bP_HnJ&);ipK8?wBTTY>oNu6!?HEPgbT6k!`Vvi`^zQ$A3XBHL_LG&;> z`nEXh*XVF5XtS+0v@)F+)r~*ZEoC>2zpqiOs(E zVX{XU*glMq74G@l*w{cDEZb=B3P=;Gxz1sW%>(}ufQ%-muCA_7U@DaI7BKwtc6q!m zNWsLkx)Shx82Yd%pUW?}!KV zP~QHmN+u0VH&yu_NGV}{{@tI(5ttW-gtYR?4zqCudP9r|lZd+Z^-wfkj2x@8-bl4u z{!~7%`pvSP(>KPYg6Zzj>U7D=3ak4avPAQ84`E|6zU(aFor3 zek#C_9^~ZY=vn=ozmK*tVfN5oCZPXD>tnL<^^g#jqt%EgeV@+dcUSfii{@Kr5TuT4 z!*68pxRbJyLz>omSvsR?fWoR(D=e8I=Y5&p{zpgeUbn@%DlW5bvn1c1n@B?zm2d5* z)_%M{TfS&I4D)_xevYJ8mznPW>eQRubl{h8`DryIKCgnj9h47K!a!R4T%BNcOJsCt zvJo)(pITh|f9C|P?eL73+%!`iM|)qPFIP$yZ>2Uu-k{icbLTgypMCn-!FK^uEEiQ< zt`sk=tWZ5y4+CJVY(F|Wx;saEK?%3G=mbM6QxKjdMo$TApbev><6V}VPQ(^IX4^r^j8nY3VVvztc3jT zAzEFd5e)W8z4x$q;PA__LR1-OWF4UK1 znb5XLeZoAD=14+0LLHnGBBhSlfxa(+hJhE-{PhRhSc2!HmGZtzF9H@aup zVAUd1Cr)DUam~?8RxrBme6$RL9USu803uZeDtf+oO-j&F_&>7%SOEcQmsd5F>-$>oln^%GO zO*JQh!56@s@N6!PXkw3qA(*8znwsA;q2@fxzuo@fgW|PViU;rT?z0XAN@-#TnhEcw zbGeTz@~S>VWQfP8E_!^FnR!O`^t-1Ge%E&@>YT@#8f90kf1KyX@!wyKqqRC%iFk%o zC_7CwMyZo=sW| zHY6cm9qy(ce1+e2$t@l6%!DG$ua2FI+eFV?_tt}VAJ0W)x|@I@37lm(!k8A#{O;FI zqQ6y4By3W0$!QyhrXQ4Wml-uCNjSy~(us=IF_CK74}1->Sj3b_fPa}zu{8K_KeJ## zP>}vx0A2Au&kiK?9O?)M&JZ(F%w;jlAH5WQK?^fCi|Os{i}@PZ-*>Z&k=&bS863D?bnf9Jb97vX1LuQzMm7pO5JC@Hv8nbyD~82rJNJC05r zkv_G39&o>lw=SOhh8c*(QpfE!AFSJCy!*j=eUPii19y}7$AULkSfxIm4_DM&UGQZs zsO;ERh|*qWvzp}B;Ahz7;A(4wpHNRq6x-STmQi%jAt;%x`u@0y@YgSpABqoGB8EEy zY=OS`m<&!DNG~vdoEE(kLdB2!(bi7)Xp5CX5Ah1$34rpm;bT3bho$>+9or^7MyGh^ zKa1z!Lz*OZ(p~&frVT-f3ZJu(#O*Lri@4p@LZN*8lTCf-4egL*Fl6Is*32@P=D3Im z=&Ou_82HQibt9%ly~l~Jn+V-ZKK*>O2w@BhMa;~U_}x^(pHG#6MbOG#BH?cR`V|+y z(E3-n=$kNGg&N|slnAwS;(i6K|$Yx`<_vP!G7tDCvf_X+&h11b|_BVMX%$nuzK@?K2Mz> z7tTWksjb0v>A1m{t|@nVU+i5by@gx3;pV?A^WLlOrI$Br)C8C=L{$mH~t)$_TT z!wF>)i=p>y}~cK;~x+#9}qfR6WDX&og#WAZRD-bo&jW~V5xqI zyV4J134S^{Se25T(MO`2a=vsDva%MgKiiH#_Z}9#l04?UC7h_S6DZxOK&c)^J4-Pu zkbgQ}hJAVM6V>Yyohl3cJovyHJ zVHd)5BO1@TTSWAW+^)Jykeg5YZa9g#K;FY5L)4VhioKXbC{WZM|A|^Cts>>~XNW;D zY43eGljKpC7lJqlHSO;m&%X8#Gm6TiZu0a#rnS|_K=RU?ldW!{W}A0|;;)P<$>gD|%PC zCHH?Ce1`lW&bY=*4)5>=tp1ebH&Ej|=d9$*0`@TlmiRP5=ev%#L#@*~YYmsbW*E0P z)}BsUy5XFy@mo>a@BFZ|EyHZThYhN(^H)n(fa*h|8lL*kgZ< zH5`$4N72fq>sWa1TJE*N2yhOGB4iBp zj^({@zrn#cC|z@+a(X^A`l%`}vVwt}7NkuOy&;%~tvcnsl9<}t8Mz%zsMwDg!v5R5 zzwPV4e6ba2+z)IE!i$p2#D8+$QsJBhuD8#&QnuEeR7&1#x9$zTz?rhacD09s!OpF> zX%*QdpX?t*0&eW50`~`77ZQqa$SaVFJcRMX2h8CI!;7d2C9)G;n8==(0T*Ef)2b@*CJJ_g2`|;V*H9#5Fb+7p<|8NW83rwdY7nQ>+VY zaCTw4y2yZj2%v_ro;uz!D*35#(Q@(Ug28Xq4r-cO$@-`6<}e8YV$d^(x>t#S)AOsS z{WV+d%#`F}2R_2%XCA(OrJsL&^k(cqzJFfhB;m?FHz=MsX=c(qRCH<^H_s&`%%x4D zz60yP7Z#>ylO?)h=v4T#dqBnYCK8P<;7zT_HM;E8j0NOv#J}yU8S?~xhxMRla&dhLOsz;NC2WURYEQUO&N~ zmL0SD2v_~ouejzU?8Y1XqN&)5hlN5Jc~^JWsX2xJWiA;WAF3sT46B?^ltQL-H*|-l ze(d7mnW@8xo_DkZZ85Z}d_iaHLfwrpPU73f1SM(*O38^tHw|{aYHZ7o$+B7|dN00a zkLSCIGx&$1E3>V_Dbo?SnaM_ZNCG!of=-5W+`Jv@}wT5*`# z_4vR*MV%*Z$;0XvYj}KtIO2H%xP#XjiiXLiS?>mi7UQ4#;y-E4TNf9+c8_1wlxV=J zCWz$x1yP9#19+JuR8JtkvwRGZ>@v{GKDK{u4eO<9(DCl zpPc{P(*y8_np%5)I}yoGZxw&4*p-~!T4z^B-twK%P{WRn;7UaEGD~UH5$DEHj>t%A zmwUr%macGP_^^@ibAqnGzHh2Kt%u!-Q3hMlW2WWD{r%fe-f1#bo5|xD(dzPba&rnE zIPNua8O;GZbeEKW^61J0iE+zA*^mQd4~2Vhv}e@cq)c{`g(Ilm7aP!=M*MS1Oll=#Y z>VLTv)=Klojr!8khSRm6o0FT{Z~n2K@S-ol-75D7&+;S17Bz953z)RQ>Ry^n^5}4@ndWbh++@2#a zqWFISQstx0mCnQADC0<8ULN{ypMeG;GcuM2aLvQ3SKnx#Fu70^-&7AlnYKRdgBzx6 z0YgQVVXpAsC2#L#_&si3_05?tN^bHb=3wTjHaen)^7Elb#eB}1_@s7POuXl(s~n*1 z3{;gCU{2!zvVUb>7nmgOKnuE)zS8Sy5XzseZWc%GggoA@ymsbVruu}7J#3;k1?gie zMmbeeQ;z#G9R2|T!=u?S9S|EEo1I=zq^*|qZ?5qpOTci`+`^)dh$+_b&V?>}=7z?t zlDo_jRt|u?_^1zMXsQ= zEiN^2rhVyreq?MID{k$;hgm4n$Yp6k@K(j+{yHNAw>Tu>`SZ^fqHxYd+u{*OH$Z3p z)+ReTu?cNGP#XyKtQ-WjP-sc^|AC>FoyOi?iT-R3DYuNq@$`!<#M~sGKlcIxLzLWP zp^;ktSSq)j|0uq#J(e~`T)>d3MUr)wRq)L7-POjG$+>=u?rE7j>2hm*K6r>H z*C2&n!q=(RFL|+}x3BJNrBu=3h#c=cw)&o?J4|GACE>k@?~cm}q-t>~c1G^UVhA!Z z6;I4fIv(f;7oIyCm|`NIX*N4sg@-%pVDaBss$?|R=1$!9NIW|PhGDlg_l!*#40))^ zoevdo1Rz4WptquW^iOX=DcEh#cVG}@-yxEdlY7hh6d0~B*eMD$A$#$co|PIJbe&V< z{$;Y+TB(k`%uZi^Y%}!Hzy763@r;!JNPJqmD}OjB$my(%ac~TIhIaZ|l2qw*H<8A$ zopvXubaZ;)0STdb$dz<{>59@bLeAz^e4xX9KWpPx>}7j<*DC|(O?{4UR(oPVSxr-s zi)8=BlqJEZJ<{CbmB)EE&a!1C^xD1u#Oc&bDy3&&^=EZb5vHYFgsZnb;?52mG%v-U zOPJ=xZ0_ttsAnm;yO$0gLVM+R&lk!~Xi-|iC>46Z4j~oi$Ye!lXD8aS@u*YDEFJ9Z zAG{Zhmx4zm_^P{YCBCzBDA7o`b|9dgm+BAkaILBURJZH=(7I2!trzn`^h93tGI zkw11Y==n%rmNGQJk+2v-h&M4$a{02owE@0m_r6yxa`}R{=uO&B{gzCrFNeyHv?S86 z$EsAdoI6AIvO_akq%c)x$! zzh*TE^iITN6TMgLBS$BA0W3ioK|n@_BeG7R!^i_xj{*N-Bx4i;mDW_*{z5ft7}Z3{ z>m>pEp3oWuS4<4EySaIJarq>szla&?^RkrivI-GKv}l{BBYA5aO&EZ8S1^}$Ko^jL zD(~x3-{1C1e7|vuMnoh@tMr~ZNry9DR4qU?DbS!a1L2bY>8JrRi?;v%VL_a5F50!> zI+RibF!oB&u^&DWQSwnOj0Wglc-1a!>S&g1YLfRrGW)c}i4;7YpYP0nxnHw*u4`lL z5S9>H#=erdnoS5Ibb{^CAx>dCB9;e|PX@?@i!k(O&1#sVnM7PRydtQ$B=)5xCHuEA zgGmDlO)cv0B&xrOwJcgvDqh!&S@kN)#|oSOy4M^5Ljy25GEwckTj!ol!I{F-mx0Iz+raYBDvOdxOAEBWAu5%f ze}BTHUt9ufWYpknwxjH~U|+?>9UYDLOns8K^)+u^CJ%cizD~fS>MsCuzi3&5qPaXdfOynQe{Ji4k@e4c&XtDmTp3J3_v{}bh@1TfFUWET?Og6#V7 zLr7F3gYM+xS7^2eJZV4g;Tv#|pd|IaxMiHvbsD#&mjGjsL+Mva_6+&@tXtsk(4xet zM@rYR1Acq^n-S4N1hL^N)`@l+9FIn)4>g$Il?7*?tnX!j6T4(s5nKcjwPygOJv_xS z1Rv-YKg&yD&-etrPZ#-H^=y9ms9BH{-V~tW;?}HC$qANig{J;Htf7NK1lfPXe(>R9 z_Zy9-Kpx>vVO!f08NULA5wNMJTLuPrfB(WGvfU)Ml#aNHEES@)q@+HU&Jqv3+tlrL z{Tn)_xcnBuTzbK#-DWk8M^P$#nnZZ3eyadsoui;=V9~{mA9k6^vM$rr4;W4+2S6iy z_TkTNYOU*7fg7GfBDZ3__r!)oSUdmpEr@7D0idCWy>$|*0LK1SqTkkE-2cAod4$3m zot@vx_92Vn1ysl8tJc0vL22v%r1lr59SJv8YMZ(TM3&FsJY;UCvDGijumXM=Pn%Jw zIb`S*4&}MpBU(ikM@Vo|x7zis9y8RVQPyq6t;*4)+uB~KuUsgvvGf)iW%U!D;D7vZ zA#rqw#B1l*YwQ24FRwIQS>Tjv)lnNI6g(_`u<6PR@g-QZVw)Mk%xJNpU;2KFyY0is zK{MgW69ak#C6WIreewp!&92GV*xf0+#bHGb*p%^|Z7D1>1HTZN!7Z|x*{d9}&N@75 zbL=NE?|V?7ZA~5;UF`h0b3fOkr5~>stV0<>QLYRaPXqe#yq*Iz z$q8)^4si8~Xx=2dVh<3{fj9W9+NwpFt0 zy2>7V=paq{-G;#J1|86IMk;!4P(Ye}Y-6KzLG+)4djsakqMD0T%q<*Wu6ZmU>J#?) z+B9M6b=Bwf&T0(uuSb?c+P-2peP50Abwc{?;_~f^+tmK&)C4GcEp5QWG(9D{28gSw zq!bBC$Z6}}ixcJIXD=YPCIjfrgq2fjf@r1zN>hiwj7cr}=5oQ7q25!9AjZBPnWRnq zC^PYcAD)cjBV|bdKp{guXxa(|+W>XMY5Z~PA0l42%xpLvUpi)7ccfmr69fiP{_!vC z2{S7Bn-fI z%SR}*i(lgG;LuUPZXuO@3Z<|G4Jbfz4L0<2ws(j*qf2@br&C?%Xr2wq=p2DY`jd0R^ClY z9TIl6Fz&OxKamd~{yE+c9^!Dx>(_BAct88FK0dmt%2G=3kZpzL%jd+tL~ccg8RsQP zv9_=NgV^uE!XCqfDuZaEbzireIZ0tR0`-YAI2T?LxY^6-g}>zen_KcetgUj}!m@6~ zLbWP~uBrqn6C2(;2WyiQx2u{y(mFR!K(X6^uInX|49(y7zuhTohZlNIngON(RucDp zH^XwuPLX%uItpGu@+}Si3;MpF-9<#;fR8`+La%#C&ukzE%Ml}9aN-nL;APZl46O|< z%AK6U7nL)Wa#>e-rPJjw!H7;EN$3!QdHu)ZzEOlLwmI2`3!gv7_d`95tZ?Q&X;n~A zeKUc*JtA!OOonwhLw&-Q@;UOA7*NlZds;MCb+7_-=v2h)v$+g2b1J*%=XnEovnX3F z|2rE1J)r0H5B~i5#j6S4N*!7HiNiF!bMx@{X7f9AlN#PUPfy^WWj3ir&|fGxo2+sD zAyn50&#EzG=U&#Ko|roYfG}T=>&vq{mxRv*_c{V5tgi|;3Vn!#wv{~vnw3ndDZhA+ zvt$%|gi)Dslz@h?vf>t51P4T?}45RjB7X7E{Z@e6C_m=t5r00L^b zBdthP;+m9N3u~2#B78FN9(65IZ}FuWeuAz`J6=>J)z+-py(1dFX!R zu5((CR<%bCDtq=r`V#L!JvY&bX%uJY+jtbde<4^;@b;)IZv0XBrr`g4aHa~|77O-K zTqij=J4k6n(y=cex#v3w*s`T%D0^N$sek|kdbUXb1!@5wgNH|An~K{IbNuN%>`0AJP96L$N&x%uta$}D$1314T14MQ&mjP#Acb*%l|x$|Kc zY~|#jaQwIZO)x^Q)h#|jd+lotx^V)V0`RW7zQ*tB%*rNBE$!H!^<;@5?1_v|Q3Zul zL{jp0XG@_F>Qq&Q@!fMFOZwNM$j%|-!wcO+_;H>^HrTez#dRlfR@TYao|l5skKn$X z)%lM#8l)YuhS$6Ouf6EdS1W_qw%%1&C%WLFj8}J0E6xnuTPlju8z50skrBE)E06gA zqEeM3NJ%)k7y?r<(bjHJW%!~Oo=>Y=jLoI+)~bxDnh@1Pzfy1<`iKAVr5_CgX`rtc zl{qgrB7!k6=)YK;(!s{UL6O_5=;5(Z6Fc&6DZ^nYvwKd@%AZ%xnW-UMjfE|bH;SE{ zn<66or31r`fGX)B`};5vudCX_r=`_!UlghP=SAl)JVS;`A7H(hV@ahU=!o?YXT$(r zWLcN;g5>x8A1#(-kBq@%V{<2F06X{>|KrENuW_`uZy@z+to7hi?z}*DnK6s~RI97h z@e1zCDq~WXJj6SIkIq#=kb*g$4XHW$|6J<8p9eGZ#@r>Vq?Gzv_({lCXqGvIJ*4Ea zb;J##9$v+BWj~84%H=DN-(0LCuyt7B6yP8Pzj$jTiQTerUT2(7Qs5G|jRKK8yn7}a|49hs2vdIiogA&nij|7H z)q8lzxguLN_Shu=eS9O&n-Jj>A4_F)iyL48N_t7FxV9sLEsNCC_l^*T>BFyZpF*5Q~_5Bo&aN=iYtbjAS z1RW=3)kmf7pZJvxN>FN?%SwX~atbp($Ee^@vKJ6Mkh|XRO>ivDj4z-Uxj6m! z4gTMg8a~f`po@t|PPnMBONnr6E(j&)k9W65Hd4Z!}7CYi?rnl(0Ng+Aj1A47b~!@W6ow zN5L@ATdpL~kp#rk%&V6#-K;*eOAiQ#11=~(eE1Og=ur#I52GT7(dNY@(N}CZf_`HZN4cF&DFZam z0cVwDTpH(&(Q4B%GHU(8#eMKeGwmB*{juG%oo#6TVGrsee#*Cf4A>4&#&?4gQ4K-h zhf&B72aMwykfecV-3&~-;gKU$>;{aXI3*yI5Ahaj1INOncKZzRWj44 zER#$y%N6P;d+FoK^`A>fH`qP%stHo@aZOL1oMNrd&OV7w6v8Pz5~Ddc1;v0&04h+0 z-&)}(Ik5C3t6fnw4Um%<{x^XJ+@Y6&Mfv$y*gG=6?|)1a#}JYg>j&Q32^iQ&%~vhv z54-cxvA%d?DJGin^KV9*eOzHj(k#iul2)ak?boZjzMG3>ywBO4B}A(?mJ$N0=)WJ` z3S{WI@Rcp5J}cyOnV{|BYb1(WOT)_-;!qC_WR@fNGatK7i|?E(oG6l-`uugA2;g;N?_jX6?0Vz> zH|_Oj?aG_yiGsNG&dPnOd3*AOGj*;-iN&*17k2KYy4WR2(}l0z^5x-OICoHYaw593 z@|MJJM2T;v%>O7G&HC9vHR#!tF-TyTDlO?D% zg@n&<(^yySlRvh&wm@(DT!yUtyNUCA zKOgA5JBT@&n;^O9{bnPCYGr?7Bv0EaiG1f0va4-HZ zc8;x%$>WZ{3#=^N3x%KF$1&?;^0JLr;OtD4j|$pKC~pnr?w7W5DuZSx>^lTWlJzPw zife;$YjgM;WAWzvx#f4m8Ys5sW$p zZmI|bp0S|gfSzrXost%?ZPatQtGH(Up*7tlJm>E?P6=yb$@3ZGRiu}G#qmY5$bIz5 zB7ae=#9f5{!)0H}h$M6leb(s!E_~yf2!xza4!}Fn`@eOL^s$qh=Z9`BWkzL4Yao8f zXB8A-q||SF@iVjrKGf(351k6Csf_#Y&;9^t;oK)pqE;g22{nYY2>mBDkunK4{6i@+ z1lot_ubMvVVAasyOj*Fh75s+ST@;2s&_9-9R!2zCKW2yW68#MirOH_kMc#{}mP%t^y#~eX5BhuW^dBS8w>m(2y}X%Q<}Ln~9>F49I>ya)G8X=pZ%# z@8nhg!Ww$M5lp};fvUjB$jBSY;#OdBp=@l>fC&)`PnGqu1d&6jfIV?qI=U>%@A+CO zQo$%+ocW@6$_j7WmrUF6O&wAHya|391epSS;3UvVmZCcUO($ zrCy4ZI~Kyj<^~8~h(TXuBj5?q;nc>xz>ikrFcQ#67({g;7GTL+1apDY2HeI zRtu-JgZAi99vGGUF6dhFK=X$R4U%uNvtPT8f6|R;B~n>rL@NAtT=E)A^5Ww`zWxxD zr*$JN&qHH!5d^lL%a9jC!%#MaExEp`3$w`K9@ zc4K&{U7C-|>)c(iu&6h{WxybxK7FE9wG05&LC}9v0)Gbb0BH%IYddnqB}f2T`5|klV5-oAXiaA_&n<&CQpxbfJqlk(FrH06L3rD8C89 zR(k@Hms<<{eDd;~FsS}dk^z`Um#lWeAw69Lc3bbj zK%1~hRXylUeSz<9J~%ua1Ul?V4@3R9#KcxC9^N1jEj4%6JV|#|KzXa9r{`&M&n|0h zIM5(oj8=lQm}mRhN;UepB@pn9I$ZXudkTiM54L4wZ!duUb8xWCZV;vT{aRRPM6C~4NCu4}Zxl@4PQwy@hSq2(XrjTc6g+k6 zR8QqkP#l;>R|7nKPNmpb+eqDsjK?otTh zBt%v85J$<(Dm+5+dSK8*g4Y1ya`Z?^IA2l8+WO7USMDK2m=m=R#lq34;hp8tUErm5 z*98UTDZi5jpAWnU*m@6979=o;VDeh*kPR#sC1*W*M!y`dfIuhglBcJ{gOCt-+k(I{ z9CiGY1@vv8rE1W}IinQL;NW0X7Z7zS&8tAy7mj;$F>RC~x8BmlngiG6k?4U&qkAwuHk&zKf zod>E}iN$AZp7M0W&$*1K4_tw}!5I53SNJyc;?Ct1$Z)Au#Lrho&7iu{0k;l7HXRu; zu?1)++3oMFBtj6HT4JpSZM4#f35#DdGfjKjOYOGbUN(b}5;&85R1HP~vbA4}iyd&e z0Z<0!^H9?-hlM7@*;revaXh>R_D~9E9lk3m5zX#(Gy-O#AE?|LT3KbnmA{=z_iq5- zg;(y7fLC5ogdPqa4Nw+L$G@Is{} z^nHYHoo6QB1qSjX*aDXddK+3>iBP%FN9@v;6{EmNrhkwiZZJ@Q)S)3MJCr0@?6Y-G{#cb(2%&+Y|!QSO< zYo|W~jpLUU!=D0VQD+Zv6$`sX>h28j(aP}=6`X)at0MCD<42hqU^IIJZ_#N_=IH1M z)ni6^=gFTadET8`)4d<+<_vb{1PQ_0Wu|_AVG$9@(H&q$l|f~U8WvdJU_tRG$L%D@ zpr1njTMXFQjLgh!pbzcfOEFSXaaT+0QL|WIe}5SqrdSFKEc#r%chWZ*5CzT5?h;U$ zEIS5XZed>Dm#O~SF{SWVV#p%;om?;I{{F5cW5@jBMCGCJWl%!u^1OCz$68;zSJHQXNLIyzCyjyS^W&qB|sx+>zuQOZ4TuYZv z1zW7s2ufyCpaUA!BD^gN$WA(%o5LvBrJe+URBiT>tnc{uRM}S0ENp=E%Fx1s+Yjyl+mJ9@L!KfeAQ1W1sH{aO4TLqfLA2)u0U_ZzSipp&q&9Sq>fgB0 z2(GN-NFqiIO?H0$`STUTdWM|F0heikWNXN2W31M15N4KMz(c^)h80Y4IDxLSkg)J0 zA8+px2v%j_+{@-zVd!T5kW(SBX8v9ytfkkoHRRn1$7>|+icm0EDkq%8K_X_Yo)upU z3|JvPzL2GX(vS~TRVCocL|d3;-KX$xqa zkF& zz_s81UO|OsOOle3B!awV+TeJ_rLo#%vAz_9k)B=@(&ZZs?p9bsSQH2RUvc=Kgz*{vkF=222_O1N)N`v9T_a-ol zLAcr=*sc*oI6pWV=+P>6(tgcjgh4nl~BvS3=X_=4x6 z;jj7mFHpa^xExC)P3mV)RMIZ*4&={kF8U^dg{Wi$FIO*VqNY+m8oVBB@o;8dE~tb?jocZeCJy za`K?UTm3tpCCAfT$89K8ZX5lMci;eEPolC88=IR>UiWSOn_;K6JWWskj_PkSa&UYz zF*O~8oNfSkw@IHZe%~F2X}5itFd9GySJ3c7NXgy?l208dXcVAnVq%g^B4!l>P9PRz z0d<09%!N}pFn-8i80qL5@5`7L;ID$7)os{5wtR}H)YuKd=h=p+K>+{PlF`rJKKFD2 zkWbOQ@`zK;k+BEF@*3b6>u=0f=wdkm*tt~k4H7@O?E$M8F`la*KzN=RLBAeeYODO; znWvP;ozAhO^B*ewt_8o!J!M5TX6jp;E z#)Dn}g1Khi&6gE*-H;i*0HZJ{GPxZirf*`>@zb&Vw2@0Yz?FmGvPNu^si27Z=n6rD z9BJ?Dlo;IsCA@baYyd_l>+y#kuj}?*QzN4<$bDuio=1-$8*6H5iDip`^r|dq<gthpwKo9WhDi6 ze*LNhnI39Ij%BdjjzIX3PgZt#YT(M}&!43{7nxy0L_qXYf^&=@@SuACF)Eo?zQaL1 zCGY~!dKn5VP|ZMv%$_7B_D@cur4Qstp9?u)cOw>k2_R8l`S1gr_=5mD@ByUTO-)Vj z|FVL-w-S`D5YI^vw4g*41;wmd-m@751jxNNc22Il!=eGwlVGwmEG!P5>CD4Vc$874 zDfFr+qa8}IaPZV+bNAfcF*uhczECOB@}C&$23dG;s7zjrdI7&$SPo9-A%b1+j^>we zZUuUx0g7DFozkiw9v+^W^MTg@$LPeM)h%d1c*9WutDx2Xf?xGD94G*1J7etSGb);x z8{w1x{s@Jl{Qdn=5iu|CxS;#@#bG3E=pfZQ=+@PU%1TMlv5ZAaGOxP*)GN+Qq@_~R zFx+|tjPYCG9Iz-JE`WB=r5iVH6r9+CY9KfNe>HZdF-@Ow9RJ4*FNDE17^fCFtOhgW z@*F505hy4yiHagt&I*)cD}q|Jf(XKh0Vg*|BL)!^y>;sUOYf>A3in- z(0%oHD`pU}%j8Hv1u&Se#)Z*IJ_LSKYimQ0Y;aIdp_@_Ej{Kp{fd2nfmFnX&r@W#9 zt!WJJrtUgKHs&N5tD`*AL8j?n(FQvRGhBSfo5i;)0Z(Ki%wzBatQ8^mkoQJ6mZ*uP zC1J5{CJbeaWE)wZK~OXT6QW^Ano`takILpT5?0u~aDS{f7Bz$ny6IWZYuYhU(NWp5L2;&N+tg%_AC{`4?L5f@2O zYQnDUE%h)&*+eYU8Dh9H1aupP6^Dge^dhWV0%^dK3*l=HgL;deF`iYITyBfKoKQJn zw)}!0`Q?x*1vS!3uL_xbaqCO+QUJveK$PKQ`|uFQ6$+3K)97}3@!HhdN4^FuhoCCq zyXEAlLSPwKsbFb$A>QObpqYDAJC)$^&R)uEC9(kYmq@`!_Hl8`VHY4G z*A|Ej4AtFq_7$V9ZAkg((zu@U#MsSnG&zNq=L?(&r}`R!EgAL6k&Fy3g4A|Dzb+E0 zF%!Z;?}Nb8!0&`2Oo06l+-4n4j@mgmdQG0^A-Ox~TI*SZVYEYF`V~>*Z5yoFG zM6Z-J8(=kW-?3wL*+mK38*I}hp^f`;d<&iI+}&FqzAQ(1Pq6|)3=-XL)#})1NK+&t z(a(==e2wtK8aR=_WrsgB0Y=eduo@C2+nwx;{l^cREEwCHR(nbk>+bCAoQJ+Zrn*yg zVzwmTcKuI(>2y?}c^-Kip#f*2SXg!b`~z}bnHV3Jir+lBcI}$+6+vA?LlpR|Zw6A& zp$-_no9^b%;Y4DcEn@yutE2AgHDxlv%5xjHWZbKCba41S-O8dO@Cl3ro?;P{Akc+% z980f{i-3f66gbJ<@$t^T;M1^JCj%-sl#l`#y^0!|c-`AEPJO>C!m`-|YX|iSToA1?yv}pVG_fX%F?mm*u8jcJA~<{VZMX$_b)w11L0i$X=WePPikCV5?uI(I z-saL&4vGb1a$bC1`K@7VX<&+}bTKvNOY6|Fj-ht|Va%;Q*ilp8*k}ws&O|01CFSLXTz=U&$3(jI zpDDyT1J3^*Q2eX)|IeJ`=Z_<73j=Y)S9zi!moA36>TD_O2_4(U;N`nDa7&|4gy?Vn CRWKI- literal 0 HcmV?d00001 diff --git a/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_142741.png b/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_142741.png new file mode 100644 index 0000000000000000000000000000000000000000..9dfce9b7b41f4b8742aa176c77fc0f4193cc6d82 GIT binary patch literal 51016 zcmd?QbySpZ^e;Mq0@8}00)nW3w6rvWf`ByADc#*MC?F^ZA|f4%bV_$hNXyWzbc1xC zJ$`@ZoV(Wj@BVvT%LU8~@4WLo``Mq`yj7H!BE+M>Lm&`@($AhKBM_K=2n5CqE;c;E z^J`)bzFcw=msZ7vf8Myp!SM4H`)8U?2n4Yq`aeddXodwm_{jOGhO>&Dsk57*qY1*s z(AnPF&e_`HF=+zXD?j#2tk6lgFy= z32T#XI)f%B4conj>||tQ47kC}WbZjut~%H`nWa_uobG8@%qltY4mi$7E~}7R#_L${ zqXwufVp9inUR6XXlZ+;8ZibILeIj(kw$DFUZ3&q@@a`2R!o6|eLY$axK_QMy8$i-z zI-*&P@!z*a_Yv38-xYFPL*T)4;v+Y&AOcC?A?wgfe*a#>D~TzFeg>EF9!3iKnSl2Z z2*rOFYJG-yfPTi%=>JETQ7e7fg6Axtn@=Npaavp&Z_caly?r@^oVCc6D}aQzy>W~X zmc&o9*i@<7b=`Ux3llT9kD~MNPYCt$?N~Kib^cb%l&~fGc)3~^uofo zYxTk-BUQ>4H>PSss;f^V%B4`;A0s0jTwGYUtgexgIygCbEeQmYG%4S|%o6b6>etlN zU(3#2@qFP=L&$%_-WL~hF(@P%w}#$Yau$$J68bsQ=+CHMCzPjEimCeHu$9v8=H|iP zp2^?2pWnWHGiI6|9**9atS)w0ReSC45AQRNyg1R%U%x^~I3FQJ{d?AEiS2I#w--k!LI*{a#VLNUL$ybfwkdS-4yu2u$M0u%}cVt|;A;H0S`1xah zrAp1NtvwIKBMa@_+ni1oa9P=cw@tO6K-`lGGoJ5=+FczEe@n{XxHa?Gv^S|cOC>|2 z+*UWeNFiCI8>JxH9m8RClgIM9%j!^faX0efj8C`9*|0C=vCzp{v1*p`WyKu|VIiTI zhlZHc)YNMem5~;x^s6*9z15p__zj;JRp8EM`_p7ubSg*?#KgpiT~A?QuYKdqsoGF# z;ke_y)gAb(#rD6&dlLAY;Ya+FeLUJHrg0?V8cI)|1Ypk{{$5+Nu3=|llEEq|GU>GB zvz=&HZQWf)@rZdHFK2M+ihAy5Vw=Oq>2f}skJcYT*ev!WwpxjZh)|^1j25Mdt=po~ z-(#D1erE05*LnH!Wto*xYv`|uiHVZAIpf(<+sP^mc=71Q*)B?fM^I33JtNt-!`WxF z$b=$geZ0It%;vgy@WeAb4O}G_7R{mnc+Bj0q{hRk?BsZVT{cZ7%8|urZRC6Gd94MC z9zp*+=EL&wkGG^4hp>-ax&^w`yomxXO!o1KiHWy(tu@M4iF+t(oEC|`fB#-$I~n)m z$CLBZonG(GvxRuOO#OP1y_G@O&7s4q5UI&a0*jV?oz2VVHCx-3q?bxJ{kdV&u ziDI)}$CZIB9jr-8KHKZriQ>2sQP7@(uhA8}sH_yuKrO%1aecg5?{mUyGgk7&dbFr3 zjt3v=Q%6VVaJ_umeZ6$JZ*}kJbI$Op#X#m&d~%ld?V~szEAsz)E#=O(Hk?|$-qB*S zEdBbrZP?l2O1K~_G<|{7aK7&8*}-(KZuRF6A4q2RGBY!+4;IK{j!#aU)&Aug^1hsOKEx}KZc0hLM< z7B<1m-}z4O-Ct6pNwP9Bf8aFITYo2MBLDgCn4mW;4F7(T_h0GL(^Kl~E_%7Rht5li zBBxstMwa`1UnFvMDnCxudZEf}#=r6k#xo>)e}oHi!E0K>X~N|*X3=NjIthi)@lvWc zEba4{hp*bGy$GPRJ$IKHoqC0(jE(ObwS~>M(ICH>bbdBAHr`rHMqayh%VHu28a?%A z^isbx94oQl*9#90c3(n}7##hbKRi164y_PAUr>2DUnITU%j4Z;VqH@`Cbislw`rd? zC@2qjLv;V?6**y9A1m!FYjU5caG(}(-Q{EjXqRrd0H)1 zF01xVPR+f&;WzZ$Uo|v{6_@DZ8VWjV$s<4iL#be8S@bghf5$81drNnrAap7n1367P z+C8A6XrEm9VnN}yG4VyK)N*8WbU`ELlHXJN`3^G6p(gf2xn2JUC-MlJTNRLlU!# zh$KPPQ6R&|?_NQKGQ&R z8X``~(vnHNK#z`t<9lDhAU7dA$);DM!NiaybMa0-1ErKINhl;F)TLZUA|Bi?iz&wS zYjy9*)2D`Zb_%7IgZ7S&OsaQMhF7JZJ!@!gPF1y4W;|o2kV92??9fNE>3)?@6yUrD zyx^9Or?oKsZ^(}g_`uqP;2&D&U zn|yX0Dir>dNrkG(P!C`I#vraNAc)8XX< z_(D-In3uCbdRLT=9&viSS`Z6Zg33@>ET8sGm5!u$UKw}`eQM4f2`CoBX@ZACL^X4` zJxf5z8*146<~xAxtng;d4pGPrc2nrtR6_0~ZfT$|RMvEDC>bvg< z2~j1=w&kFuoTWN05S&CvIdTFaKU#jGpzn6F?G3Mu~rP<|!jzCo2BniJr`JM1?^krsR8y zmO{g3^S%@eK&s~M?)M5JNB7%KBqSs}R+92+ z^W)XsmBEnK_mst!gG~84l}*rWSw~BC_-!YG^9`F%ZdAEm*4Njl9?IRTs;GGAwxI)% zXY#j*N6rXy6b+X!xYf`(`(*;^h)bbcCN|s)&=a-X+xHzq);W_$y_poa9 z?27(EcL_fI6wL3Jm6b&$;vEA!d#hk{bo5u9j~5ZuqYs;_a616p2_imml}?M8BxGbQ zP+#WLb+y}dj`JPApmoFR8d4tn7ez(FmRMY35)q+Rj6Y9LOEanBV`U|jLqQWF-s{xW zt|l-4BJmi-sbBAX>v&HhBs4(82T#|wZqJee`sVEE(N4|T{&?#_XI~J`Ns-&8Ui$Oc zrh@wOchS)|U}YBoP=xma<$9D`uY?*J~8^s zXBa`z{b+6Fbewwzz!h|Y<#b#0{Ll!Sm^w7wfOMS%Wqm_%t0~^DE_QLa1Df{l<{+p2HO;!SeeERA z6~?=F?>hPr19@2jmhtE?uMe(b z7+71g+`4rOcpe>UkLg7=8p#%pp@<%3s~5=2$l&eo?|W}G;y5q$Vfa}M=ilmV*Gm6g znTuwUU9nuny3=Jg+GTlqa1OTi_vvYAf1jI2q(6Sl8`#sHvUa$gVqq*-wZcs(m*Iay z@6P#l+m}1_hm#X2e#_btGXf?Z*Wpk+b$5RRbcTVE@k#~FuH@6FzknT}_v`D^kl^?4 z=LgmGO@Mr%i5aXNpbh#LU`aXZ_5rKu?%eT%okDC(R2t=ab;WR?w~mmKw-0!PkubE9 zJ9qD5%AsN&Iot(ag;ToG?Z~E*PO!YZ>U}JV=@KJGjn{wCoo>vSOg-rals|b-?0ATywC8cZEuE8DP zkkUVI=3x0Zn{*@;%IocEV1j4~0l=y}RH%HA1osAr6&w_V!^Xz8@@KMoWH58P zaFV0nf})C9eQS4{vG45o@DQ_r+SS?lM`PowMt_`QilH-q968Mp0l$3-PB2OeG`?FLS?%uoSu|H}CJeYebdT-U-z|2faL*r&7g95J}C6A?Q{$^tk zjqfvHTTb4@fMm~PWzmP1+oJ!6yU$#E1e*K}>mzR~;>Rj0E8pZaewKb!3B7kZy1G}c zT&cVeHhqkyCDV0@aKL7kVlFbDNZu9fYJ={lI`7Wjy zJ3IT@`g*1BnP>XyaDjgBC$`QGplE)62*m5xuOGRrTn9!@&&@q>SOw3k04sQIf_?e& zyhaiTP!N2h`GNuhrY8$s?d@V2C_^(dHzd0l^ZFHYGc)y>Di?vo?~_i8J#;KAq3U`b zEh9M1i?eOvPN#SFo)lM#?N7w1vSis6E3{3k-oU&NeqJey%Tmz>ttJkl8viRXRQfT-* zQ6Neph-mu|#IY}7`iRbs9*p-Lroql_Nzem;7 z+gk{Sn3_d3Ht^3v`u^X}O(RtL>!@-ImBtRQ;K*kPadGjbfh?8u%4lrZ<Hw zMUXM8eM4THqm2ZW40)wIEuMw$_~^VaXl6gbUAO($t=26*A-Ja+3ODP z!bzidSsD1^x;}>92+P6jU)64QJI>-6%o zMpX1-Sq@~rs;?IXa?hen8Ay^A6n&$jVy>1fG$f=-0Z2s*!hWXV)kKX4+Iw(VALD^j zHBw{};*g~N{Q2{A?s4EK@CH;sr<(=`qdfOkwnxp9IqYY|W`zstj+xvxr%ZO2eofT* z!~==>ZqiAf)0NTjV~X15x41JFcFMAItiM=uCU7lN;&ZY0F~U1tTr7Guk5GF6+3y*W z++PDMCPmzn0$$zoGm>Gn&PQ;w{z4>W9|N>DF;qqq95(0z*n|{MKpi%}Av9X(igjKc zdLIyQ=`)LF6I$PaV1ZUS2c=>?Q4s+UWlWhy$!UzMAiQ_|;&g}jS)SiUcLP7Z4mj58yOf{&?UQcKzG%7B_eBeekW)A0-MfA$ zjFQ}GHjoPa0?tb*9`5euAQQA^Ti=(KPkDA8p2FcN0oG~-EiP6s{`2Sb+MOOjty<5$ z(0R2?#m9mUe*(6XJa!f=pv!AnT3VLzrhofp4nK@}ZPsQaiXzcX{S*1ko0*kWRhH<- zjlzY~pFVkFY$=*@o8R$%n+OfR;}fhBuorZuZvf-6`P~#an!mVD4XWI{+;*~me|#L_7>GLd2#I2+L?R;M@2-S5P-Xq*x^T zxYi?kg`>Z~JDp4q*?zH*Mwsi-y}TMM=k>6g^4iOYl7ckQg}~%pXP^v^b{6v{sdCT?^gz+jmuSaeYpv>Zb~l#~OV1ETbsMzuuAQq7sXr-$+{L z{?MNZhl!h&kW!uOF>L80=Oq$wHM(71g^)D4o^2vmcKW_peh>QnFvNA8TS)l#%8QY5 zVy*HrJ<6v)X+c-F`~cG?ck&YL6AqW{KWDd_B*S}76Cz1>Hwc;4#EidP^80FlHnd2@ zuRC={=j_^=KQJDR!uP|#8dx06`9dP7aE07pA@rvTOXd5> zUHE|DpDQ2yl1YG~%vveDnC-lsiG_ek)sK?TpqILsPwtcbH3Yen+h#Uu+F4*v1I&tb zjXIt6OGEj$=Nxtg5Mg0`8R4ER76uVC|8uDatb`)x8p1s`+fr(8xVPeXEVqM6DkBhu zG4I~KGHP4n_uM@%O_lmxK0P4yJk(=_keE0F`p#(n=2$5{Xj1SL<&+iBWQAUiQ(BXM z8*F8C!(rCPrR}nrl`PFJcQjcV%rPji7*|WY?zofw?bXvMFkW6h07*SO9Fd?ykJ?kq z+Yohic!kRNqQ;8P*V6%|>)_}J*8>s{7WUfO+~ytHC)>r=vByH*6uC7CBrv-r&$LdrjDYoQ=@cNTklcTd4{69Y@r z-ofFEOcWDX$i#}Np@2hZ{XH^14l+16EUf1{5ine|rwxKe9GNcmiU;5h zO+vS4+nf%j?*9ae{y$19Kt4kvLuGRwbj{Z8t}*mVZu35bnVH%C#$-rp>OHUyJ5@JB z*z2BIjmqoe8qzKHHt(;mY-cJ3dgZ~IJbs2Se;k)i?l^Z4@kzDt@5hgLYDxTI*F?Mz zAA&t-0PXV>Y*|nO{@`^Nf#rtqJ=;?Ucds{Bv-pwEF}HS^HSPWTm;4TLGi z`gL8PL9!r*$aeuL91gyr{apLibos;%IBClhm0aL+%mb50dxC3|)zN?m)PA5}mBIc2 zuxx?fuJqi?{+RZ`nk9L>xuNfU)elHeq5Jkr(5=m2>1Tl_0{Rba+S%D{ zJ~v5AOWSV5q3Qc3O*&h8^`0cj)vJxn1vQur(Bq}$0bRY$`j~0_7V`2^!*RK!}_3Um!pF&%y;JSs!Z5o$T(Op5#@+#4^vGK^Nl)r4bbwuPyznNjAH(Vwpf{u2|`40)7ASlP8y;WK4G! zy4OC|yd`OpAz(m;-u$w^?{$-w)^cy_J>}MHI8zkM5C8j!k~@j{23Z>F!>^+jSF|by z@)-vU^pl|qO{&W5rbRHZu)dd<<1~O=1B^p~$pUgJ44gX9UEd(vc?60=midNiv1#`s zkH5xcclI8`@&qy=K?VtdW*x{>!a^c1tW)D5ki25n+tib|a?sKqL98D}OIYKaC4(i4 zcu@55dZGIRFpiAd!fvB|B((hi6!tG1upRi=SeDek|Fnca?|X2AO~(KnK_GW4LwWd_ zgSA1#H1q-jaU&xdyPiI;R(&B;7^z2!!k!2L0iItQE%rWHFK>N%=gr@Pwb5oU-Aw|Q_Bog;gNtms4Q(0bCVQI&A_dwE(3%r3`L%rbk19G3 zw>+IRW9^RPxyQ-*5jfvFDQb@Z05}e-A(p1*W(;(z0lfg)QVDbt6k03bvNSXw3^K8? z@$sGZd*O;;g1p50UhDz{X0+Ce&#Wim3#4M)He;XQLTHvhD-5f7S3rOQq7pDmKH0^B z?tvp084=O=fmQ=Jne9RsjWCH{eq3A<&T!kj5a2!mk$f>Dq2^5_ikN%oexvtB=Ryfs40koK`Yn8gl z?ydBdTK(!QE)ViOoAD=BrKnKJ_!`Y9LkzZhmR4y4ip$>%wTvj8kswcx)6>zRs=qiF zL4n;-1OjID?6!1`(}*ZT6}#TQ*Z%h`z>>@A z0OLJzzyCt`7kPSlYAZw8mlFl!>rOwj4rbkTa47VtUhcd>7x~{y$XK=0MZ&41(*u#| zFF|iBG_*fMMYGG$|Ci@8^E+VfudBS84!*jO(?){G*Du(oye|GP+J{rCUBA18LA+*S z=cpi()e#;Z&0PrYJ+YD6Z}l-{z3$oj zn2OiQiP|@R|Nad~5Aq^%`51g)2((SJxJ0>3yY4)A(9Yz7Pa9Bqv%fx7GV7{as zrELb@LURru(+jT_U3KQTPI^P)jBZc5r~Q;cD<@d3wT+F4Ey4GkyR;+rT+HCcjT>n2 zf=u{!lt=aqh)>)2csvO0MUUzKv7A8=93CHYBF|5SHu*y5 zSoQ0u;7Ea)iBSO&A|$=vl+$EBv1)$?gBDaeb_3c3<#(coE+mnG`hr^4`2O-TLLf0L zO*Xo}*i2z!auV&*UBSgQn5yxJU4e}30Xz$)iSV4@-2jqwlbdI&liIfjO&N*PUqyao zQ7?GlYkaBiHMiV74pxrolaKv)`}LfRtXX3C5))LDcu{qwVDp1ZYzmeawDTki{sdX) z!!1K_G8(`@xcSKb4(K&ANas{@H6pgQwsbm0+%~AJhH?$TKE6MBvWx z7WA{j>mgl2bb$1g3c<=7*=rd|p6^mp?f^>kfM8EpKe~)h-j}Z{2owiT3_1)9Ld;FN zO?Pu4p3BLZK>t90u){-lpk3d4RM*e)a6dmMAvYZbU(1De>-A+O zLKcjabpV?7!HG&I%}PhQ3?NYj3=lKaxvHSP$ zD}I0Z^dAjSQc_9~MT$)GV&mYL9lL?Wwgi(G$=-jjAV5anr=trze{+Ujybglp>0ha= z#fSHpp?I6IrLo32Z()?&;gjOKMo%~AHT}y<3ZJ{G+-*efb0Ce1~WjjC^#N*xC{wPy;S7 z-sZ=wKgA3SGx$oA6S#jkdw^=tE^AOx(9F2qRP_(<<<(PEb8}LyUUfLRII}uimKVY? zmrztBK@Vp**ZQ6vqw^|MDUg7xH*W^}&=M6}kCiY2V{UG2#L(BDrrHEG(BY)YkpmP3 zZB_t_gEhqW+FxVbvVuXF1cFqg&#~Bi$B+dC8KQ z5S>dm84Pnl*R`4Vd{Z+}vuNk^U>Yfk`V;aRA{${=t&$XwH|PKt^2q(o>0Y3ThkL{N z7+ZULbWBX|z+t;aNhvEMf};ueN=i-L1O9ZTN(K@9<^!D!xEF$riC4X%>fx-l|Lw)B zq|4p6g~A}rB=l_cDn_d3Ji?bxKt$^FxpVb|&FjITXU4ZnT?g%pocjQfw}Cky8Q^g3fZcu)*WaN zL%Z|QA3h*ny&|EooGiP9<6lsq6;b0+>@t2gSK=RZJC;7$LuORi?_j#hy9VSEU<@RP zN_dWRc6YMGi&5^6czq}+unSAIg}q6$o36Xe<^|LcxZu6cyrri#W)$%kjKfMt=g$*y(7Ze(pV&iv1 z!~#fOdzsmr5uO)4T)Z{$b@%wxskFb$*T;NvY%K3*S0TmW$tJvbgy=tP=K57~vOLXU zlv{szFDG4YFv3|{nhE!MnFK`domOetBu{ClwZ*R^afq9?XJ`Ikwm7I@Hd`7fS{N7# zLc~rgB_)NpW)dW4NDoORB2d8NDXyXBn_u-9SSj8ft7UY201>2rMe|fYT`R)<@f_SD z^xO?-97IKBie%!~*~{&khxK#X zS}cI?$i;z@w%^YkyJp&V$Ey69#_Q9ChxcHL0AWO;aWgJG;?t*qoE)n!m~9`$kJX)l zQ4T;;QLRIYf5J}o&0ZK1{)>Bkk(80pVy1jb`QK^vzvO574Yi!9RmucpoSv06Pq9D_ zqK@7qVHiKViTauLcDG;&>^YhFr7V)P#}4{Hm}n6bCDMtSI_aUM+V{KU04N~IX5STJ z_44xSN1+@X92lc8KJF@9=R=>qM-_9GWTAAuGvsvR=V$hRE>%=D758dY^Bh?XJWEva zULdfZ!1c$`u727yVSFftORLz%o&+?am)jHDZv$iUmg3XyFyh>s?Z1BonUI<*8NdQR z_HRI;s%#i>H3_Y~&@?F6%Q7mb<#$dHhI{%iF6V-Q+c<(aJ*Pg{#0s@Fyu#Tj})H3B$gC*Vv$~lx9#-z|k9wt?svWxf23P z%DGyX85u2I)@Q@Dt9dRTwBJ)Kp#GNL^oDTA_WeV?|E|!z$cxoiq$Vq*t2&jhf98vL zlJu!2rad{mvB+e_L0aQTFx@^an3jZQjSju(#qo%xYke*5d1eL*RBKd^e9stSM{6*QW;)1J}~nX9X&Y(Q(ZCpO6ApO_we$` zmS%=A{OsgA3WM9@4Y%7+3KFA5LpGhw<|8B&+#k3LSs!p<%s|T34M{?bh>t-1**>LQ z9QPNnJ}YgDYG4Ea?YaA&Zc9PPDF%{hdF1=OXvis@^&y@|n;6@(o$U1`Pu$Q};>ObC z{WJ!p+UG75FKj<8S7Hzj7CxK10!((IrL`%J2Np^Tsw)?}j1a~R`(t}2nL7#yY~^qIKlui?as*%gH26MwTAy~*(;Q!4bT*h zIq&wYk}0UFwJ&j+JD{w0T3KMU;#T;CU{=eFD3+oLoH4K}U-*sIf_9VHVa23rDsM+{ z1>jVI#mZ&Te}5J|=Qmbv*9#sro~q=_mv@20s%9$EqV{yFU6nwOcSN(J?KpH+0(nl? z_fVL@gitW_BCNh#UIflmAA`?an_^N{Co9`OS9o$y}At5SZ*os$j zi@e)|oBG?HtHXJts*w+D^y?Eeio#dsh;hW)+9Q^~rCFF3pmff1RB$M`?PunsZ(9w0 z<1!9DI{8TIPW72k>D&RQVYkAtUfnoG|^PeB7^_an*x1bmS1hNZMBcw z^6B#PE!;hAO;G6s#lsc`Vdp#+*V=zZ?rBzWld~82)3etjzggZ ziDntXyor^sjB@(*6R_^dKIzzmNnSl+kkQ1JvSB&x7r5FS{*`^?nv2J(<=jG1oZ2;7 z?>@R*WqipGCVs%pbUHiUdk(p6eOP(9TT($HpB=T+Lf3Cdl2hQOJ*HL{7lUAK1XjP3 z0|5=Xb##<}+y!8y_{^TeY_#PS+Q=vLnV={o^Rs<5S+v*ES1%J5wRFAj?Pia6+cDSb zm27h3_vvvu7Kg|4Z4*8<4p?<(YQpEk^=l5!EEA)fPfcKDZF75Y&d=O#Pa`+m3k~U6 z>l9&W`_F~-Nzf?(n0MhK$L8smsoq?^4IHX{&jmdbWmmI}jrKDu5L}Mzx>Y}>kr#3R z<#PSDU;{_Td~Od{62*)?xaj=phh0RWVSM8%hK0q-KzK_3wj0Ksc=2dgy1R%==m8TN zpWUnIR0Q0((^dTo^kgML^?}(>Fg7?@uf+(1B_H zI)iOOp(6fMhxFm*Ae!tpI*--pgqvzucGLMieB^1eZ?7O=f}CXi*`+jD~9b~MIbM1 z0A^6=EX1%F7(T5Ct@|U7>q|T)iJcTu_;iHU<03~-(xkLY6q!wBQw3ZGnm&gTXq5Mi zi5Wj#Fp1I}(EKKTrMIXuo@H8psKwK;Kx&n_Iv%e-TlLU{I#Sq+9reC-V z$&Sr((EMWLTesO}8gg~6{!CULn_IP6WIEwgvcG|M;jhWzhTz`F*X8L@0{7pS+m}ze z?blmwbbn+kZBOr0TT5nTQW|eSt2Xnv)^w+X{R?K}M?n(5cF%~opS!~Ss({-YFR!^cnG3vP+{9jyedgb(_UXktkka+y7 z1}B0X?M{f z{r0LGiKZEz(fNzsxp}7zD(@{A4*7pvGc*Hv>H6Ak_=Ix~iclR#y=PjWH^NHFT&*;g zF^=IKNAsWXFA|L{ElpA7wuC&Eb4m1r%L6+hH~edBf97lsQ|g@&xh590>@~8-3Uuba zQRlN(jAU_&!!cjdUmc>)AL0FZmjp`dt-@O~yDq(%--{Qwz`{TY7Yg3Vd1ces5>hCA zw%)MxOU>M`RydR@cE{<>uf?Y!UDr-A2J#8Rg|R(rW65X7#+$u1v)VMJP^^8T+UP&V zX-Z!^w8F7C=3Y_Fln@L2n(>n$=hZz0*zmN;zw=CoR|o^ET=M$-0xoHM7Z>jF+_Ha9 zQRvCDyKFQ>ALFC4B;ungnyudJJt=-xOot98t>0z!*JJChI=6KHdY?J2L{;ZGa^K|L z9|qyccOjw#dOl=dQwP)AquC+=jOyiM#K6@hAv1}XX)k2l-I!cqF)m(0;e1Wa>lf9& z`|lW<$GKh{mfuZB5`qhLpU@hs?t(gB2ZNp6eT9*kdnSm+U|D(ZFjAobMVco^$rcol zQfguJy(BZ7nA)Y zeFWq53r;PI9G`BJ+$Pj6%WPBAJl+1=NkWR{>-*3wjEv%gX1(vqPLgmDoxU_W;B7L! zz6Zrp!C&<&)s|SSzai}xtoHn9exhdCa3`>ptzS|r4o@z*yK7Wnj1FdBX4TTTL&(zg zUxTSg^p5x8I6fWA-v7}=*q&&}5j?7f zg1ZW589M#LR>ego59O{O+5Vpl8?DXnR9wS!y-k(U%h) z$ejG}vCT0R3Bs=4=6A=ADfFeuoP8T|x^Oi2k2e@OPqXr~K-FXChvo0)j+1`iwzqf* z%jo^+5x-{PAG!DeOZ`OoG~eQl6EhPYtENZ=8H$Sg=sQtbS>~yAIEiL+d7gaEvotL> z-%`haMCd7JSLPXDk|0VvUY^sIDhU_SF5gf;?3eA!j=Idu{;1dvkM-XwJjrrf8{^2Q z(`lakl{i$|n?XL2-@!+l0u4KP``4O9KR9WT40-3>@2EJO2!@XRc zE3U39BYf)W_-cAEnmJ9Api?_mWpg!<0k-q&09QJ)yYQHg8EPpaC zpG8^G_*xM|>NhPk_ayyNQv;c9i|VoR=c^N&b{8q8Jw=rlXk`>3MRjV-*N1|ez-ho$ z%C-@#C#+4+Fid+hz@*-}wkJ(dF(>Fn?z*A+s=GacJlpxq^YGLu>R7k(n$B}K<@fwA za91>2vtycp?q|@K7VAX=LQ2`g#2^lhAp^ zWhS26qt~m9(aluJ61H*sR9_a`@Aj#HVoxQN`i73-Mavm^j{0?7nRi-V8011nv(p!9 zq(qdw0k^nVRI`@R0DVDlgH5BF=W7ZYlRjw$6;Lgh{*mi=6!pcV`!jjY@MvS~)Sf36 z?1RNn{tGO}!5j&7+0*VqQ$p`OvXSwecGReM&OmpX<={!i0Q!^uTLa5m{q?s`1!v6d zvSLr)8LBJ|GN?y>=`A#${PP`+y@UJCLOHLsbdanvRF zm;ID$1sO)P&|DlKnQ*NKaMR^W#R3;l8Q~qqGy<1?{hC=lv7f&_zsi6og(+rum4idE zob5gXW&R_~FR>dA=y3;GcajQM)|xF$qG-0O1Ryd8GBIF8$X6UM1X6~1IL>}9m|_fG z3`yA+*O|leXW~hxVNL*p!+~SKr=IQS^3T}hM@|=Cpyo4@MH7uk3^h)F<;5S{S*b-t zSnden1YL_i_W4lGS7L!BdY)Oe*TEdfo|>sIs`Th1COP?4$`gaF=;FD#lY0Sl{bQvo z*57i??&{X%<`?K%CAyAg<}H?e{qpOZ3~6?Bo^2E_fw?_W#atRIUf=qq_5KWP$lR{+ zEH29b3%9mejo%#S2 zk~~kcZtY;nQJ{$uxtPBZ{I1B=>WME@U(S4XL$(^vy3f~V1o5J7yPLuOi7vxcfrCV;udOcIPSiFg;d|wd zkwWEN+TkaHu>TGI@qYBSNs)3vSO{_G^fDFVno-U@#>( zq}Wv!FU!TM)LJp4^T;ES$a1I#X`cR&x%pJo3SgFM{Wcw;PADCHQ}&CM?UCNsTR!=?W)e!if`z;17gZnmT3IccLMPbHDI0?-RT1%VnA=W`FD)#lyINysIR8 z#YsRU1&JKR=@TzYQV$W0dtvjYJg7WMJGErbM)v9OyNTyDKf$#bvX#%8pI->{XWRT# z|DTWEilqFP3=X9Iw4ey3&hyQ@jMJP`5clQdpZTnef$1u#u!hm%%gDs&_#69GH5bo% zj`v8370_q0)G|vhiEx~m;MPZ&{H%WD{_uTs(4cn&Dr4|;X&M<+P_MT5wXLNwSCfe( zfmhB3rI;&xbpKmMDuxtTKFx*I7oS<_?!RL_BFI2G6Bha&4>$apiV)cwq(Mw4fa_NI z$$`l~B=uN!Cvkt%-v03M0!|M@k-~lXeaq7Ik`ETGaslBqLCHupWHBM7X}V;d&Xs9o zf!ayFj>W5;`P|-4{IOD%aQsN@u(u(!5-Rv&**KxE-cMByS`|GAK)(8e{M@2#xF z-0|D8Cq!O6isOB;^Ch0A8i^U4m?%R_C7SQ+&TV;Vd)v}BrGUNWylPB5M`O&#&N;)u z=%s+`6Hya9ZrfaeLi;Z+uJ7oG=d44N?$X|k3`MMcpD3hsvzbS)}|e1UcG zp3#QW*$=$k`|Ml!XzWgpdG>5&inF`X?D`Ut9@JW4jJ~hZJ@@&JMpA{jLPJM#0Bgki zR4K!53Noq5N-VqDG|a}Iks-f-(pI}-r0`k4F)_<<97$O~ke|?YeO#YO^PiBfle;{O z$6YWrG1mR_{s7-~c0Tr(q(-A;wVh+#j4tQW$3X`~*&Y?B@#k&w(MQAMhYPb7x;Z>< zs144S&A1!)myXuB_7XJZ&-=JbvmjySwj&~CKo?Sun;p-H$L@m!{>Y27NVn$;6QYZm zN@dvi0;~^_Sb>-PnjCqvx~OgolC$BzG|Ncuz0LnsUIiaddAy}7DUaS(AxDf+YWIN$I^8Y;x z;2A{!BCfAmZ_~PWe0lBg+b{!A&uydK@YB^*;Kger z)V{xLL^V{Wx)mSxy+nLI(2(bkb~Lq3L_j~jd<(N7pO~MgvqxTz?R=e2qn;Yd=G9CB zzvYvy(&3o}xk#S!t$e)~q_2f=ndddoN&KyIqd0#%o#s_3ISxqpse)jlBHM2PvaEl}>^8hQm@M)UALimkD15@7f5!a!zn zJP+5Tu~nk{`oslfRmi~^gVLdowdtxoow2GmOej1P6r#BD^Pdj5-9OOAS^7(02$4 zF`H?7*Ru1hb{Yz-T@GcTHVAkcRq6 zDfEmu*m3C-*I3HAw-P@I5?rXI`L>A&eBSq6XPw}LIopTTyUrtJa>BkNN65=xP+5PG z=eKz6)bKa|afwo^97cZig1D@|oza6~83MW+ZMDLW@D8Uhv^<(#E`R(S(OR~%5}#Xv z;|D{ld2`xp!DEK&3!lvSHmBy!BrGr4NyeW_T_EZX#m@-U7<>uVEz9pQ3cod+Cb}n) ztW?svw8yj;{~^T}`=Itp+6*J%1r5+a2DX{-D<#y^0fVh`7v^kjm6j3Qahhn{kcw-;YEGATqBC>;H1he z2>x6&l6>)}_YIX%q=V=-qB)l^^TZlq7rK`BgP zRWEwgr%z6w*mao;ifkNlP|H)VRabbkSK$G;N-}xHHh*t3b=ekobp86CYLd~s&Vy2bk+G1*)I3Y6<)iF9h#@F+BDx4&E0~3=vKS6n= zQSQsE%AZ@`4KE>jMfZhltQL2;RAS_|FQge|YQEZDD60x2#s$~7v0G0QZdH1gV z^mOKEaq!LA(~rZLA97)Qs*Sq3{^ir_nhrwetn7J~rA_0_+G(#YK5}n0ySq(S-%qFe z>%P~9pRmstdcL=s5yp&Fy7vsHp6GrCgQyOZMuGZbI~{%Y#l>tZ*~T7kikU(bwul4f z8>DbV$o7qG=FPT*eW%<>?s!o44|AB+2jsWj{CZ^7zntRZ1qqnzn%@VKXL5mbvIC}t zv#sFO5G!q^$=Yuu$Q;e_Ua(t95TyFae%7$)g$}5EO6Oa@E$AvB2y(E*)d_E|k=uSw z8swP9Flqh`&s}ylqPkOMVQRtsbC*PUGo4qSpdZQ4b=vPyMzbi1s!mM)o(-qli^o#v z^%A|nDl4S7>Fo#35;SIlXBagB-~D&%Jml|bUy5%Rz`s?r7}dHJ<$ zbhg-*{)O^M1$m6&Zhicrrx`Cj_2B@uwJ2hWMUW9&f7E*L7eDWtvvTv8;W=tRHr(>&c4Gz#IDDv^YSt znY(7#`=v=Ho=c>FFFvNemhpaBW3T_plUC%aK1jpcU6+gRaf3^jiG* zDd`6(Pf|)GvT-4bO5oeX0SrMY6B*&SezJ z@W`<=d9^*l^1D7g2gl0STA%$IWnX837=9IDy((3>%O;Rd_rK9Aw$$Ru2-g= z*1K5rRPI*+aQ?Hol9E7BVk_IBU3@>Ew>NJ?D>sG`~FoB(&)^G41m zEm97LqWpvjw|3;a@3Aq4r4z|5D`xpi4%hhFG!Er8DGl709WSsItx{bVf6a-}dpl{< z%}Oc5clJ*}4gBG@=ET#fm%EL>0_uq}EWc-4AHF0X8X~!d8O?TUoHI7zAdE56NOAQd z*7KO}UL0?rKh9I`9e?5s{T8*DN;xMwaMi7HFj~$ol_4lSa-EW%h^fXOO@%Z?^HMs71YtZ9X9My&Q@C2b^V1I#@ zx<^|)UM8rdv1!QoFwMS4OCwmqtBX)1;Q3tq-n3v)N)CTK<McBmq} z$THxEb=uZUwHfq+udRU0o(zadzC>OqbBcztyC# z!FAS0TJU-PUbWVEa<${ny6(LR5pxw5TFHmb`OQC~m5ecVfYc#TqxG0+wOj~}&MF?guA zvxhZ!AV9CpI(lITX-i`_9e8iI%mu`KKf&(+khmi&Kx{o2Ls0?jSMc24By=pR=sY(#jm z(c8%W^SuR5_OH9V*Jg~atH1}u1nc(%Ym1L8NYzg>gn zWT{`pzKfPb#VEqql2a@4eje)bL0f~c96<|#NE!y7&ZM=!RFn0Zj0VlLzqJ3GZBxlb zQ4zyJ1SG7nE!J~3~c6#Ba}Ry9^$?EnqMJB(xuYD~?hZxWOrELTP@3 z9@qQcZkHMJK=+n9K5?8&<+mFHi`?GG(QSI}#R-KRrl6RmfYL{dEToCBvH!9@wsB*m085F79d^K!0z3y`x*?q-;tR>30%kF{w~2D? zKY!B00WH3)f`X5OkDJP5$+0Kq2k{rA{3h`9U)`0dD_M4So=Vw8y%LdLo=@hkJyx5W z-rqEhU8WZn{(_0Z;i?xKPt{UQ0~&7>8M@i%(W1$k$=LpTupbsQ^{2F4k!@jO4^Bw#vz;v}ssc?Vk(;LVSFw zT`ppia*Z-(*r2q8M6L!SgHGL!-c1U#j+&{3)8j1|JgUQ|CA$h1i$71nozKuv^!N=sShGM2z>Cod72sh+hMW z%=Y4F)O!Y{eFA(gD}1Kr3!S7VbAIH$A+QjZK%!!Vv9bi&^c%O6Ta-U5V6-tAxX5^Ell86 zuNUkqL!!!QCpE|AmYsg*7Qbo1T2chB_O zXXiI7R=_A68z1)s>rC%P)bBABkonC#{ymH50gFUBnlulHe1>nztGyp@*#U#!&qj%W zAcbqcuCZ}odHKHmfrW+T>UywbvgInM73Pq_YObwoPO3N*_JHt1>}@XKxs6gv*8DkR z8}8|e$7ovV5dLK!wRP*rOu&k3x1~U8DineY6GZ6>(G;CsTE-_XOS%!{2=JO1-~4@= z>*1JHf%#|a0|jxlUXNn^nhz)AH=pEIMFeETZlKK*sWK9EJ}QE>*r{|tII+!)UsN*v zG7qxYn-W#LNj+T8OP5bEo@bV$?l})%|8x8w$6i*pbWFN1hl@Q%6hm8#NSI&GP#_h2 z>K~sM_R&PrGY^;F{Gs1EVLTQPp$m){jU!Y40Vs?E@e=>|6fo3*rgCp6j%sHzCkGJT zodBoC?G&OIf|ZWyQC3@5mk($y!-%9}P9LO!Zgjfc9{PCqe1-x;qCXp1yf;7>p#~^p zO?#2y;gq2G=;b%#*qb10c2jhb9NC)5tp8ICt1kY@^nIa<+wLuYfahW}PK8Qkq5}A@=pdW&h8fgnL#PeAa+& zgZJ;5PXv#E1osDUvzo#s0C92;Tb=Q*mupQcYeVspPDW$C&?wB@Rmh_bw2WL~d z#p?d|&t0Q*ey-k$0VRtIxykG}L&tB#BqXR0SLhNBy{UxS%_@9AY-RpCDMvgnH>KVZ zvm^%6mEI<0XUpXiMI1n(43)`ejBCVOnXdDZkE)tFB;Oxg~WG;*2#co#&CF*MgTAnt%=49Mypz>mZG zrqkyx9td&GJUf8A_SyFhs5ZjE@ekysq(EcP61ok3|D)t6zXs?c0W0fvCqbDW7&)F# z_5?9tb^tY(_cIF$*f&@K$0zVO_qx6zED6x1E(~L?iE`{-+commiVgpqL16q%u@NY}0&AlNnaWxt` zqG12=y+}qrTd{~h)g~9)Aff?$`ZxJqj$(rEkn7y5{~&}%1@%YdsnHN}(&|O$w(_2x z#IE&GA6>_KNmZ*}`M!H+l3CkwagKEy7}TfrDc@gU#q{g@u}lVgHa#SVXbikbqf9)C zDmdel(w0oj8BcDN=xtD3VXW|C1Prs#T9necE9d$3%~v`(7#HNS1z81&zZ3R*ylsD= z5cZ;qNaQJT6>iV2cEtL1hY&d4XyG7ZMkm7F#33H?v4GN`gT z_1jm+iIb7_7VG}{Col7jT*%>98*B)Go6d_3@GTE_0@-i6a`YF`2%| z$6N4+Gn8jJI%){Jy9hk@KKWV=!`4$y1K_&)l7lFPhp%bqO8S^^<8&})UkH|7|Zz$wA7!KD*vS#d%lkupN`u-@n zgQh3Xu*2rD=69MK4g>DS32Rv|Hrbm=10SKsb96rb?$Fo7g5Qt0&az3oLzP13C$dS$ z{wCDRs?kj4sUfHHTi^Lu%B!f1tS_JMs^m+g_l7Uwn`)+L!ZGu;!@-cD!F7MWp!nlW zgg#Nhr7l}Dy2@MKRCcC#wA7nLWFql!3An>)GU72Np#chMwvcE1<8QelN>IH5?MmxU z1HUx=Al*~Wrbd5+w_F;bQ98Qemdg04+~{SWg3i7Y3hVYp%;I%JAX|Swlhd_4WkgTF zo}lAaZo*Ez@h^Fx_TP%^c#7WPqHX@l5ki%Y7K^~|d9B~5koo#?kHpcB3*jiKO1i%X zFHAO47UE#I*+~G~B>Rg=n0L-AVyN-Nn6&jZ{XRffz@;1#HF@k4EvGgG`Wk=@VSf4f zUmSJVJMZ8#$`iyZ`2`D~`u}t%=SmYoUqaf^Eq1ArkR%->-!?g{4?r|VhQC}YS^l&< zvHSe4@UIig(SgzS0A*7K;`wf16iJZ8M6u%8UZKPQmmMReysT_b;8^dfk6XeYf;{bX zoufjEzrDHAk=iuVLxyBZ>c`uROWB-6LE@M0*Z+OE z$B`nA*;sAp(3$5YCc3yB$>1O(j5>~|!l$sI+YK7|&mF|)h~B16Bg)~NGyh;1l4Z$IEH@M1P7aoi1=|mY>Ka$uMnnI%p6p(amjGWog)( zXM_#qf~<_alTO{a7lOi03sgc2UWkZnHO#a&e0`}^@hTedA+0`nmXme0^Iq?zfl>W_ z)1u2~9OEAc>r3_T9kQF-O@anqtV>?tnYk{^!7*R!jU7IeT$$w!zrx2G7u9V_^|V z%T%_tl{046I)<&ap<+{fPtr`DgcS`8NRb|Lat4Y*U;T^akR(G~{e=oVV!Zxk%DISh ziMaa&{LO)Rf91)XI<`i5U!OoRL7_R(=&O^j$rOh#;wWAihJyo8)=d;F;+IVhomog7 z@eda!P1);PP3WEQ8*|H}H4)yP-E-wCb%pfHQ{Qt0pb|^p&06jrX%nKArYn7Ef4JB1 zJ~;dvTwW!1z;<9BbGhheFcP^vpmNkxLLk9v=MMlUI?ztzb8>Qm5;`mVk3>8OXP>LqGue)H8O_S^Ovvdj|tYNX!w zf7u(8ytW7GNghwPU~mY>P@r20fbUrW1hIp87QGqQvgt53gH8!?ldcK)mZQJL)UrMe z4@~)61<%7D(~QWuJ7Vxkoq<=%1vq~H%}751B6fDyBMm<=hXEp3#Y%lL+7Ue&wQz*g z@|jMnOV~K;{Cs{@?N=cZBGi zphY`Pk)hSHMyTw=9WdC)RVh2zB|z*-R@`>3oDl`zfJS^ctLE=NHMSpnfdr6Izmqlb z*dMAxr_SnR^yA|@WO1V(9GeF}#@L45Rbc9l=KcA&sJ*zcHcsNqx#sU!S1bEp_byk> z=jYc3c&e+lx>&&hS2x8tO37Q`$Le{1$pB`S^9ywxNPByVs;Smi4AGpsy7sHDG)d;? zDG@8Ejut{t9YpAYF>$84FjS9UK%u{D7_h$zZwa^?Lb{h%(|PcIMRdq9hE=x;ZQ%u3 z>Yh;+z<5lKcsYrA@y)KF&`V~@vVir;QeQv`e~@GnsgY<<^# zG?%a1gjG{tYq}Y`TsHcPyJD z#H!#~%|h8xb`;B?o~uOWi1l@`M&S$4P`%36@uWxl84YbH`xE~7>8>H&RIxLG)Xy-- zr?2L-&4(G8C-dM864%D;Tx&n+Ef!;UJlR5+&Fm|N(c^_EyU&fP(lC*->(^JKv%F*Z z?CkkRTJb;5>Z3_;T)rN4ZFmL36V^D3MT>MY$i6W;xsTUEt+w3z6RB!naM_yuTM(C# zI(_fej#H4qUTyRz>`~rJTPLi{7#;og!2xrc;)s5O!e2}#bmAX7 zcl>XEjd|85@4*{*Q-62F4e6MAjepvz7LA7_LE;~(y`JC}IVv>6FJKR+8-Fo!e35{i z=aSsNW^%_YQ8pMVA>Tc(RlJNrA_Ia~Jhk3IN9?)V?sGA|jcv0|)4N!Krr$rcB0X#o z7lXORa{ypBVt!0p?aM8=^t3e9B00Qlt3oHH1og0JrT-$%BcVCbXkw85IXqfr{H730 zoTWXNQZ3~+`7(`s?+>hdnvYCMtHSW1AFp*JlM1&+W3tcEzyG3l`4*?A$aj^2WzC<8 z@ER&%_eAj$DSY23zAq&pojb^HZLVCZk;`W6EbSX8Oe%GG_2qvPn@=UssZTsq8lVTE zADg9ppGQnk?;f3G*+1}?zN(8BX?fb>Stol_cICW0o+rmn<~A}62QHoO(hcb=unmnQ z;f)?mVLP@#C8Bcvn`&vT(jla=V3^i>+2Th=E{boYymm>aBIroj+}w4sFHTI`t5MTR zc{?fUZ2M9M2ipF`7FH&a8P2C#WH~Py@X60F-rs1pH`#LDfh{sE$S{NAFi4liT6L{M z;J*xD@p!Y+S)qo?uKaI230_n{g3N096iW+OMj!VzWsb6jSEr~B)33FEW3NhkW z4Ydz>M+z2ZR1pOm_b=grmz-2jUXRCRB_OTmt5Ie}rTTOi@HW}Q#@{Yzf=WC6Zd#3^ zF2W7iIl5%CWQIAhos++27oXy1Ul!CT|<@;$xDb1Nm`dcWU@xo+3<*$8;mkc z2EvF)n_UBjnq~gls&TKnIlc~&W;4VM`moX%_P8`(nP0gyTbe&Y&n-uTMnN%>&G(Jc z-_P+^_v-r~cCBoE*%SNxg#)89;q30Fld+_l-oX_YCb~U4LXa-akHn!^}9OnkMAI$aN_* zF3I?*bN~~f#sV8uR}pt{@$bKYBPPSUcOUkhkH42|(STlbL@wU26VUdGJ37B;Fv>C- z>f2uTg}H>R`Fd*ArI}G}O16sf)Y}$gKvg@?ES;cI>kx}zAl!e``&RF}Zdq)Ytj+i%teld8c4X~hj1f&Pyx8vt7zK;$?nsdk(iZR)orlp<%N{i}r2HUIiy0TbY?9ISekptO z=YzkEc~__}73gb8@dahrOpT6g4GlV_k{F9-O?=T&*$U?&l{7_ir3s$gyC(*+b+w)_ zEBPl=Q>pA-ylfG?%5~zR^?XK3+V9PU%@`%& z^5OE)ugrf4;MtlX{&q*-jd4-UL0qjvtkNF_)zS}vr9|F^dR3gZXWn*{DFg*c-Zew#b(2|G<=llL+6 zBwSbM;%H2)+fAxlTU?e|3U3B4 z^9>T8Gwr`4$}8Uj=?K3WFO$|u7iww|N9d1b8k=K3_@XybQ6tUY<(@AXoP0}v>=4j! zD+D{EpLlObTznOq@BW%Q-NXl-pqFY>1E$EZWe8*fZe+*Mu>CuZcpBB|0qjr~N<%de zh4U?=-s1C_@nSt)mPtmby848#K`S+-7=I>sw|q|TUVvnvlxv|d2Ms2)vvAkn@;gIi z>z7|yPZY+txLeLI(FChc`)2ypd(pEbB~=Hb#o_pcsb#rLo;DEZb=2s1O7`;S&>NH1 zL&U#ZJ(zyp-xn|n9E_QXek@fz{clIM-O|fkBI2BdaF-{X244Qw`bJBi$StUc=RPiP zm{Be%9$panRR*s7gWNwNHUH3B#dvl&@Wd0$qRE5$B)&R*XAF)D=D=c1GDOVf?ClXR z{C+%#!{F}VkZ1BAd4tWz$?P8ZOc4XVK>kcB7}-17B#Ai_%~B1C`s{XIEQomzR$Q^s z<&x(JuT7~kPLz0cdV8vy53ydA{nRSFhN)T6QZtowoqZ~jf`7s3`~}+Va-$ZTjirJ| zvubkInmv!V!^!U6MTU>}+4II|j4KG)eJ-(GVYrBuXmyRp%gkDy6m?xJIj) zAKN8WNWM)+oFQ?U(7Bq25RMPBFl9p=X%PWj%rAe6GYzgX$c3}KIsV;pVTF+IN&ZC- z-(kwX>px6R=darz3MrLJ7b1)cLTKC@Bw9iJkM%_Xw3 zhy_9p;d*u_F?R5pJ@}AP)@mo2qFE)aZ!z7O0H?jv5qcivT&y3jFh3RXzxDvw0Lmfc z)W=SV#$PrEsmK$QKbAt8mj}p@QMpI;gT$yTFJ&ys}kH zjs})*b$?TGLieBdTDrJIoxPD2u6fHvhHTUp_fLa-o|J5T6N@3G``?!fk6ZXGKadQy zwU;e+aMAv|oh}kc`H|LfXWER_ZgVxzGANWa@q{l&^LIJvj$DuM6kS|Bq&U)!BRR+q zov6+GeM*Qyv8Bki<#w5Rr=zSR5UE{gwpT}*ghV?2S%FV`Ryc#UEnC#Ts+#6YWLFZ? z7VtBVQmxAm?hgf>cWOq&WpxxLsQ|TrcG2)`=@x?hgBuDKPhptA?$&mMkk8dCa4_m7 zPYOkO+nxF=KvoC?a_)`#x+^0)6uB6W=D%9A2uHE=Dq96!pYWnwoysR4tlkMy_+^tV zxaW#>&nBz83fy=TTE*y?No5deFnx+TTiA>gct2w41_lU`Fa&=z9fElEPS01M@dTL! z+aQ7j4A_H#VKDG9Zhx*8Xu;qngGZc*W+7kgTTD!IuND2b=07 z{<*U5ze`)!i?v??0UoTvrH8aO`4{*{}NqVnB*VuXp|LVKfQn#{IO4ib*~7gvv0&*ZL|?>OW$E z9GGxq&0t0RBnJgpP^k=Kx9k0|+KYRoz?H98hnmHt885n&$^3h|CvKf&udlZv?4=eL zLmfGmq`_DUgcseX>kfqOq+Oowj-LHZd&O`2=k3g9v|F^#%8uUN{X~&|x0CHjEfH)6 z%H;sbq_Ido+us#sNUx?3szA50oBpXv+3bFlXldqk`<1wKgF*erCGexlmrN}$pFbvw z@NMdgP)InTh!DBnRdBKS8~SCu!>NVmDkI(cdhVxQ9V-F3k@4Ua8HNj4Y6B`@J=(9y z2)IRVJUuub&Z43VyS_k0!+u_w06AB%E80IWvc_nZwzC2~=yrOvDWudBV~O*}Ui3JF zx!%}Y8@kf?gU$j`P*Q@PxDPJnSJ@~=Oaax8AB6{xG&D3@$KK%pF9D|Zs6$y|E@2ST zE~}YK>T?EDE=sDP3wX~ic#RVO3|@kfv9vRRO>Ub&346CsD>_`vGqEL&%8o3%Bg--K zPS=|{_QIY0sez{2>vrv*Xwx!)WnR9)>Qq6EH68}p{X{M?_m9053V)P$-C4mg%wIwX zYT1C_46;}WBavW$mK((6=o?7=c$}jd;Td|G66FTliPPqPh>iM7@vg|Px>iX`HJN(y z3rbhYk|3m1)!T+}mz8rVN7r*#byBT_mN84+SZ=<#l_+7epkabHMkGfdNBX;16ZE zK015=ESlajpn_?tTsnjEjy~64Sh@L9nwdnOgi4Vmo=Ew{l3vV`?(!CBpApe`UOE_` zV*aCfU#9Vm-?{JKX-D8n(+nY(D`RR}Snt_~54zQ67+5fO!lJ^ymS#>oG%Xo-eKq|z zPoj!%;cZ$I`95}Pj$>F9qUPcUiJY&$&h8iDtmC$FKH204lSjMT10$@SfgYq&dq^tN z*xki>j%{Z#jFkq|5d))x=mAAp$!d)%OOb4`!wq2m;B&r%3Vi>HKrBim@a+V5q6P>d z&r}MKr*Z{GdgQ~LYocm7u$eA+A3Rt%VhI7<`=VW3<}nC%1+TO1Kq{>%9N{nTS8OIm zmUfWP*ZHCB0=k9YHOt(QG|GY945NMdO4!aTFlphChfTnSQk>Z*a8=uk=llkR;_ej{ z!6E0!u=`z2?R@geKhjPq{bzxH&KxwdtiOzSfe@$o^HOl60}pvXo_Fv$m#%+KOxTFT z{po@7caCphfN>_7#dg`49C=v4i~JSXFSU7Hg#*ihv&TDUut`olTR?_~n*f8#d)-e` z%7w}P!&hsftOj735BNerj5V`4I>Ef{`PaD&zg%v8*>{GFw|;zVXQXoqS=z=fJ1tEH zab-DN3|PxrVWe|NVyw24Ok~Y?v3$&r*8o*L+>kbOcY2-oOkfo^py*?jT5)zZ*RDe5 z4x~$`5{U=SqIaV1X3y~X{j=ilU))O-QrA-~`V^)s6y-T`_SAdTIMJqlfr5cu7^?XC zldF!ITB#9HFSwU80H!g691vn|wXzQ2+;#_iu$DU4FYn)ud>IQu7Z+Ne$JgEKKtgvY zP=Z;1g|abhIl0X@z#ing*o0zyl^RUu4%Ew)i?>Nq zY{uLbI}nVAvfnKUbaLCK4yg?Gh2lG&KItfCGh=m}uAy5@Shh#!sYHl2RnL+$UHl4a z+IQjazgr~6)fBSW?GE>31>59^B$Ilzi*OuLhq-{&MgTJW-`_3R&Ot4tPopocG4m;~bLF+A4=6z=MPuZ2HNnt_~fTloEOaub$uqi|oI@myF z0&r|i22S_@`y&#L0~Lo{(ZD{8a+^|TrwQd11F19Tco{}XQ<@Uy1F?|TQ)nFWFHx+| z=14%FUzDCex0zxDAyO%liw=KL21dvWP!8|qDp9?Y zBOp5{w;(_NIe-Wlw1N}`Rp4otpPzrb+pf$=q`udW&gZMUI&p=y(I0VkPJ_#gl7^DZ zhN(Rg(M$knWgkw{+qn(F9zx5%b}?8aT8GzOs{I;29D@sowrf1&6eE>GQUdja6X2s+dyyAbqPY1v0A-~s3 zZcV`!40{rL!W?3n!bz;M|lMD%h&y1Rl z4Kd(Z2LeoZ*#MAPXcv{Ongg?$dciy`I(fr! zLKE>sfS?lrEw$2ae7DZ~@Vt|Rm>**-#J>B}A>20*u5qTv(wvo&9w zJJsJ3b|ZLRu&2-0Atf!Zv@pFTUov6w?;g%NSTo|4N(6FXs>m`1%7lIi7P#NnS->gD zR~q1^4cSr~q2YIhj(0eCT;9jcJJZnPoULxk#xsVIb9;R`j3`q$k!Hg(2HrvV`1sG+ zXTZ?(JqX1BNcx9|>wj0ZnUUGg`>ohEv{N1-`5avSM1NL-p0in!Rb{biy@z79gy`p6 zk$+4uT(l{QX5$aZIAp>)pA-~NS~Pb8NQ+~zsJx@=T>y-;F& z3#nmzR<#ovnS~_c3*!Q}`T4VXcVTiuq_w<~h4=+(bF$Me*a(A9h{{|UJ&Gq4ScO}D zfWmB4RG+oP&kQ2YhLu}XL=znyO}~yNIkY38!MMpQM*bBpNsiA^e03rhZpUm@9{(Zi zVExypnL5%Z^@P@Qhl`|f+x9xma!pZc49}7i+S5=V`thT+BLu)lAQ~iv0Pfi;82}BFYv62E$J6biKMMQ>tY1 z1{Jljo%0uo2R>nKZUj+zpk&9?#Qs(we69&^)FKWuNm%_9yEXEA$5n`TWVj z^ex_F+}XRNa>ID)v`XdOS4Ua*#Wye-i2-Rf@O(kzO06e9&!(Oe#zOnzz3uvY@WiLQ zs;WC)xVwi&1VW$IWf7Irsq+JXqY&u<*Xs#kA!!MPm!P1Vn%%V1NlD9kY9=)bdJ|sq z=+&Ga#|+>|{8E`-4$P=@BoWtBTu_`w0(M4%-iQUv<-@=DhO~LPUm9dB{?yn;!ecw( zxLXNZfcp}rrZ!z}UcFPF&%seTW%GIndadAVTOGj8+5Q7xYtjd>R({WmQJI?vkW>RfIk!bZ?5B9ISY+d1Lg7Q^M6|! z*qTzx@cMjd&ix}QA*V$*f>BbDY1PMd?+&W+-lRDr)(@tbRI3qrDe+9 zm#o%@g@lB36eqL4^(=lOv7Ck7fQt+bkI8onTfY2yl9ymsIaYagvZq+k5Ow>oy#CB% zfi(OQtoXM9C;CLK+ozcJg2E4FV#0wulMA)2T~gh`$S48zu1tXQU4`5Rz}MJi ze1$yR5D*!mqf4OPbbYJwYT!fn*a@BZyO2ybrOZd-h97{<=pXCTxquASk8)6yt*3i* zYL@a!8Ewn+**tGfa;1999Pn?Uk+Wj+ePCr}G!)Z?Oy;g<7qijcFwZL_4vK<@tI|=HVS3)+t;QF7_h2e^Lre>ee;I3NIzar{jU0V&-Va)xC&zb3=_?8 z;+a0uKmknKAxIa1Ncr6M3Bk)eY@uW3GPzi6YNgTmI_|$XjAdc^wVPn8!D2@M3ejAo zd^tpx$Fwa{Q2JP%CFV0rhWEvZ+Ozlpxv!G>~9EFKW-UG4k~hhz}nkD+9xkIpFsHI`_w)iG1q&owI`};PiBPRrQDv(Nv8Yh zf6~0B=_v&&1k_p0-rvu(Hj#AHD<5u(j#K!S`H8=bw}t+Hb`?*PIjr)@76oz!A?$qc z8}=R6a@CP!*Sj05P#6HU^alevbhj^0V{qeh|jpMIn8g`NZg@T1+!y;bwn{ELm5(+e-A7eqV? znICi>KQZKs<*5u2f1{mfaenps9ivsO4d59}SEfTdb@bBpw*GBCb2y&6#HNT&D`BlP zj$He8VbfqsSB$Q{F!6=K!9h!`TwQ2Ufx7gYY`Q=G67bYx2S#_)2IfN(IXpjSx;k!r zP$ST0Rs;ZQzTLNmqn)P5p4b1fy^`vJhi%L7ZQOrL8y;ppjk@w9J7kx8VB~3guJOxJI|aQ`8& z57@{^G{k&UZSp_XXu(Mk%-%FNksL`6x|oR*Kx(3C+A!W11Cu5%MT8QtV^s0-jYGyk zC_-_}1X&lzHNYVvN_%_&9A!^n_I`c}Tt9pHby5`ua6Qi@3IpIpZr^U#wtUC9hp`H^ z#~$=qf<0e(q09i&dcN6w+fuvu-Shhj;pEfP>}JvuuQkbEyc?ug7Xlt|+IkV!?$&gR zV$X$e?%7*7w4ATTvavExRcY4&J-h!ftmW+sQtJIA^I!n>0?(|Lr)e)_PxQbH69kYv z6*waUyX?Te!9hA06adW~b6BhZrHO4KP8vxiM#c^gh>eJldADc%1}BJ~qfHC$oa>%p zbb=KDgXBrw^t1W5rjVbHEAGw|kZy?Xq-Gs8GmhTpdFH9Dm^w2sN_H&yRuFIm>AVVG zF#W4dM?H31cO)yIXlMDJ#EI!%0ihG`sa%xLKv)1=%Z&6s*2ZsDG`j+PjsYrVR~QP$ zkA>dwR z`=k!=_n|3KqBPQIA0(AMmc$X(fVrst`i&|w^tPhd53c&XH%WCkyaeR z1G~gHcoh9wzdJ`hF?!rN)ii|wuJN9NM5z1FEA}oi)h=qyH=q)P|9U;U09TQ5g(4`; ze^t&jYqi0mP0Tt z7r`hk+Y!kUd*6LMX6ROC%p_b)`y-N;=!X!BqhsH-HVN!~a(b1o_s~OI$tZPa`pZ{- z*pD@}HJ<@ZOdw5NN@~F4fCh0DxT3eZpDNv)tUX5;0Uy-iPHa*>l?C~cgIC~%Hyz}C zGIizzyp|#-IEr?^zVrGXc@DQrWkv1>>oI#ll7QNf0jHZ?gUbD*B^;CekWdW&j|*^hPHBdgJY_}9=X!a1jAW$VYJB+I zv$+1X`&V0AGyF9&DhTts@fxX4hL*12BE~~md9uk5By&x!lgv~bi2@2`0oC(M@4Ww( zRw{9DzAVY-=2873OfkH_vVw#{gC~pQ0D$<5es+Q-CplZA21ZV|5xu&CC7n>lx^=Cp zuFJ!-?c4wIH5Mn8xxSq&sx}Rjn2eV4o>TJ**4t0upe4tdNnCyaSOK5sDK)?fHdkoZ z&26f{34)4({x(Naq{HF5J(@Xjm=R1Ze_&wC&fkFy>>l992u6LT|Lu|dZm(=-e!)@z zoaf+pZ9O`r^AsjFrl|75Fgzuol37qiSLi7q%vSI-U8gH4k)qTy{rWM+FF0!2QnNd&L1j=NHSZ$9@IDu>HBL3Mx`%`T&#)}@Ew0SE4ZBjT@Gp! z=3ql2Q*w)8t&!BikmOsA;hzzrfOS##t|go69yW22B@HSd#S!lAwc#~BH#4y$6V22a zdn~whvis;2HhUZ4g+U7RILjotOSEVbZu0Y89OMskY)E9BUoO4iDth&`Tbr^B=VMC=E$N=1??Vvff7jDrKj1RO)A02~LqUHa+NKlO4wg4k2P- zQ!I!xCG9fue@a5bV>C834FoyJAml{W{V$*if;=8%z^VtuL(P}r_?rO_Pfr^8`JetE z2exXGC6&w1?-daP>GxpIJfe?B*A8fipH)9spy6i6mS#Q4ql1om%t4eQ;55cZ`QSnY zyqxoxAe>T>(L+Ji1Ucpn_Q88JzQ$fj^2Bz8`Rbac+7dq^o$LNriHs`YpLX@&b(9h0 z<9{qTvcU!Ol7gO)#>Fl>GBWb@@N29Mu(pXf%`rgQ&a-te2s@vyHT@rNcJCI*ct8$I zA2$Wa1ufPK&5 zLvC*7AOd1>dASbAIk*OSZ5Lyo!xu`FDJm)}XR;Q0dcFgR3=M2?W#8amq0k(ZMZ_?a z9O0MM$7iWw;3ours{4`wh0g;3DNX?Y6WwXnPD+5$uk3P}*V^?`t5B;XmJ%WSP@}fC zIy^)lPu}A}mZgstsuz)Vzz z3NtdIy(+p53kzGS+clWIIP`-2LO~BiCty~kr(SMU?17UfcJV*W=kq0wSkx|jLnBkB zpSBbtm5{5D8}t!9J;kmHCj+CQ(+P2ey?RY3n1XQPM*+@(N-ctB_@^mrR(JPcbrW*j6`Rhc;So(zO%H&t>=;^n0UO;!W&8_&ZP=rJ8+HVKTPx zla;|l^T(&?Nb1L~cv`*CB zaA1e53q%Yj%F)oQPtgF)95oP^EO;4$xOtFG0@5ytfjhTCjz|_r4f_geFEo7S)IDzC z75w@B^6+%c|KQI%pwVn-q@lv15UEJLDL%Kf@}^*;?vwykqP-|hsak2(W=erizqUQX$4b1ZL1 ztgzjAWxNS+0M2psA6~8obYR|3x9CjpSr~)wzRHSlEml)r>oqZn+!gIysYan%>%+?H zy1*3zd-XqMZ%0K8q}W$Xq<#r`?-cL9XW4nOiV+A*Nn!Uy{sV!KJ3Bj*1KHaAQw)XZ zL`@e}IWDVyD)8iYI-aj|8PwL(EAcG;Gd->5;O}#vN%DgfGF7nUmcqKHtxMeaLSp^F zJEocMjNtXp8rq49bvn{}B0KYgeyorGs_T5s@LSkS&a%4|uF^)N=S1_hi6 z_<^HcM=cucK&zT0lYwSushO8l%QDJiH1~k!PUpTAzjXkH@p4IO$1V6QFOZRMPtDl< zYVyK78Cq!vyx3A-F%+=Cc2kWo`qA3PZs6Rsk(#GazWhS<76r20(?ReEh~t41>-2kq zFunm1-EaB$Qb8^*&_AJ|qf_zm-BunzK=Nt`2#s++S>3!mobh@5Z!k3@<2hj~@N_a2 z2);nK)Iw%|vKRF@x^|7J<8OFbnGLyra?av^9VFhpTxG-X#Q+6}Isjl^ait%G*4^s5 zbzRr@jd(OdQ}SiCf##6;R8U^&(}8_P;N4mgg~GU)qyX&$!- zxCFfW*!S-nnuDRiBQ}_S^x8bPoa)FDSTvNnH2zn%P4^3WBk~iO-Mj2N;MCLP ze>$1tp7B}f4W#@{4TEj(KZ2$faz`@fApU<$4GYUyL~F5z&mDmS*mMB7#pLS>2pYnW zk9LGJbBPhSUub5>9Ybx7PJwZ5D^;v zu8t0lWaAGi$CcGPHqrX5s4GpKyeEeZD8a0_M!5sLS4DXxvBXRM@@+%u{5%CUik~b0 z#ZF<8&j|yh1?Q1Im1NSMdcE`C5f7_qOJr69**eeNd?@}1C@IjE;KzD*`Y%ua^=udj zV+{#gz^3zU^Xi!Y{lbM~qhJFc0L#;ErKjfe)^$n+mGx22O@2VHAY`LdBU5*tH?38) zh>z*&PLya{eXLR2iTe8VIG-~@tw;fst1Gv9OR6bx!&F09xeWOl`Dg#-{SCvR_wf-c z_2stk>Kp8hquO%Ic7%%|GyNnlqb38GE;F-vrL`>6Oh&VJ->Wo#$AcsN`72;-(CWzH z#b!*_a*8>>?Bt2g^$g+f3<{pHbtgLpYJ_SQhep&<_nYQ2fFm_~&frccL>J zhC9NmBjMYeod%ClfY*tC&$0s`f7}{IG57rwsYVshK&qs+VHszeKDZHbqeUQNTf)_N zuqQGhi^7;)7F~W+vq?yQELGcxCrIQsF-2`Z863#lT37|pMu7^w_M91B$EfeK)dyfw zDA@Dsl((Sa2DDs^AFh!=^N?W*8lv$|_*y}TIgctqu`%6KuYFE#pBZ96z)@{g zoxlRdR0Yd*)_pW#D7TdaO@t37%x%LjJC!^X3%H|Dh{(Se7~He4gLm2q+3Dq<#KjIW zk-L}VLLLv$n)iGpZ_GYEbQ(kC>wN&|{Yh3R165j$t^5uz z(cu6t`}M#7BrEsJ^!YE?9UZ|W&%S&THhj)j{6RuNqV6Jv91xBGWr1*r5)}5Pl!5`p z-_=kHq`pzN!&2`%rV3n>v6TM7?IGHetxpuUZn@c4JdTGd+xUk|yJEl54D&cSn-#&U zIJ7w(=L4&P|A~o;iptarEP&Fl=Q|H^owG7;Ry)}S%o0|bHt${E^AhMfcz)A~Y0Bpc zRGM%2%Cw(+huDGww#X4|Ej4B%_U{yk7u&-W4H*ZIo>7BqUVaf7lMX=9msTN62mUmb zslfB!j+GnIrQ7BZGkE%cg}rrHRN>n$x@Jg0T0~L06p#k#7AZw(K~iaulokf1kyHdx zMClG`r6d#)L1_Ug3F+>b{fxi;o&9}hU*|ghCo^l!TJQVx`#kqOQh5GM7al?2)fT=D z<2)|JyYlNXPNwe%CGalRoyOeZvT>EYt7O9`N=2Vd$i_Mpr~_IfC6*KS@LgdE2kw>` z2KR}6=>Di6DkJx$ovYkh?M%IQ`{k#wT}Ru#zxVFFx+mg0xO4+5j;h)mleI0+@U0XF zI7_Psy%6;0dVBfRn1xRW`r^gb8b?YxA}onjj5G_DnwqM4RVxNP zk!AbrI=5+$3gkvdEi*$S!#HbaebCuCj1RpgWKl&r(f6vabz9xRYT<4xg1haf(Yvbk z@&`9N5;!dHimj~&4H;fCK5IXRvWkIMd#A1HK^8=KLr$@~aT`Pht9HaJtP6omQ-{OiUk=+Am7#}UrD@;<{mfXO5I6Q!Gm{YJXM z&qBq51KvQg8HkLk#j+(hmAX@8=Jm?y)YT&9$hF|4O7uh57^9=35aYdjctN+Fdm0m^ zzHRVx;?51l&YqVG5<4q4G-98;kQ5*P^=G@{k8G9Ql^;bH)V{>HT8)S;I1XW0Srjg< zFCg3djdgJ+sjilU+-hyt2j4YhvFR4tIzH13HIu@2tV?~tohtP{%HF*9v6JTs0|N{D z^o=Xw+G;?;H7fovGXHyu#m~2>U`XJd0Vds{imwI_Ut+&?mDgiT837Xuj}xb$#y332HEvC{gyGd_-I@WP>iLe7|+_f zFaHepIvn}TYaw+pcq>Kjf$hSiux;fVEr}lEJ*hr9vy-=fKT)x|VC9>dk+Fwzr#4xj zGM%L=PF=LHyWG>lLUna-wJi{ez(1>|up=KgYjX2XC??V@3`0%y38?N;-d1*_yXs~k zDD1yAf4jVuqulM2X6Kdo&I*y<96tt!)G~MMyT0MJTDu!Sp|rp4*CkV(6CkBPJ8QR^r?%$i?jCQQ7&@?R)Y93hIolqd z`@xmCCX~nf(5b11THFnPsG(kcP@4klxkxy4e!t`5>argN8hz|6`F5MkWv}`i*8YUQ zZW>EXqKpc4W;C5OX6;a_-*fjWSt%79ywRT$9_|r)%KU~wH6P%F_jr1EtUHrj&KVXu z@|ztv?|8ut z{`*Hs2qq+qZfdQ+C9z>3>Tzy=-^uF0bDQOq01-_|d2Yy`*=SjUXL