From df9d45144aa27d808b4bc34dfadb41107d8e53ec Mon Sep 17 00:00:00 2001 From: Adam Dabrowski Date: Mon, 13 Aug 2018 09:40:55 +0200 Subject: [PATCH] fixes to the code to make it run - paths, module names --- .gitignore | 2 + ResNet/ThreeDMM_expr.py | 5 +- ResNet/ThreeDMM_shape.py | 7 +- kaffe/caffe/__init__.py | 1 + kaffe/caffe/caffepb.py | 5479 +++++++++++++++++++++++++++++++ kaffe/caffe/resolver.py | 48 + kaffe/tensorflow/__init__.py | 3 +- kaffe/tensorflow/transformer.py | 4 +- 8 files changed, 5536 insertions(+), 13 deletions(-) create mode 100644 .gitignore create mode 100644 kaffe/caffe/__init__.py create mode 100644 kaffe/caffe/caffepb.py create mode 100644 kaffe/caffe/resolver.py diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..6ff5920 --- /dev/null +++ b/.gitignore @@ -0,0 +1,2 @@ +output_ply/ +tmp/ diff --git a/ResNet/ThreeDMM_expr.py b/ResNet/ThreeDMM_expr.py index 15e68f2..a693ace 100644 --- a/ResNet/ThreeDMM_expr.py +++ b/ResNet/ThreeDMM_expr.py @@ -1,7 +1,4 @@ -import sys -#sys.path.append('../kaffe') -sys.path.append('/home/usc/Desktop/Research/FG18/ExpNet_Code_Release/kaffe/tensorflow') -from network_expr import Network_Expr +from kaffe.tensorflow import Network_Expr class ResNet_101(Network_Expr): diff --git a/ResNet/ThreeDMM_shape.py b/ResNet/ThreeDMM_shape.py index 9835fa3..57c42a7 100644 --- a/ResNet/ThreeDMM_shape.py +++ b/ResNet/ThreeDMM_shape.py @@ -1,9 +1,4 @@ -import sys -#sys.path.append('../kaffe') -sys.path.append('/home/usc/Desktop/Research/FG18/ExpNet_Code_Release/kaffe/tensorflow') -from network_shape import Network_Shape - - +from kaffe.tensorflow import Network_Shape class ResNet_101(Network_Shape): def setup(self): diff --git a/kaffe/caffe/__init__.py b/kaffe/caffe/__init__.py new file mode 100644 index 0000000..8d53dee --- /dev/null +++ b/kaffe/caffe/__init__.py @@ -0,0 +1 @@ +from .resolver import get_caffe_resolver, has_pycaffe diff --git a/kaffe/caffe/caffepb.py b/kaffe/caffe/caffepb.py new file mode 100644 index 0000000..c7583c6 --- /dev/null +++ b/kaffe/caffe/caffepb.py @@ -0,0 +1,5479 @@ +# Generated by the protocol buffer compiler. 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_descriptor.EnumValueDescriptor( + name='STOCHASTIC', index=2, number=2, + options=None, + type=None), + ], + containing_type=None, + options=None, + serialized_start=9386, + serialized_end=9432, +) + +_POOLINGPARAMETER_ENGINE = _descriptor.EnumDescriptor( + name='Engine', + full_name='caffe.PoolingParameter.Engine', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='DEFAULT', index=0, number=0, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CAFFE', index=1, number=1, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CUDNN', index=2, number=2, + options=None, + type=None), + ], + containing_type=None, + options=None, + serialized_start=6573, + serialized_end=6616, +) + +_REDUCTIONPARAMETER_REDUCTIONOP = _descriptor.EnumDescriptor( + name='ReductionOp', + full_name='caffe.ReductionParameter.ReductionOp', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='SUM', index=0, number=1, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='ASUM', index=1, number=2, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='SUMSQ', index=2, number=3, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='MEAN', index=3, number=4, + options=None, + type=None), + ], + containing_type=None, + options=None, + serialized_start=9777, + serialized_end=9830, +) + +_RELUPARAMETER_ENGINE = _descriptor.EnumDescriptor( + name='Engine', + full_name='caffe.ReLUParameter.Engine', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='DEFAULT', index=0, number=0, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CAFFE', index=1, number=1, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CUDNN', index=2, number=2, + options=None, + type=None), + ], + containing_type=None, + options=None, + serialized_start=6573, + serialized_end=6616, +) + +_SIGMOIDPARAMETER_ENGINE = _descriptor.EnumDescriptor( + name='Engine', + full_name='caffe.SigmoidParameter.Engine', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='DEFAULT', index=0, number=0, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CAFFE', index=1, number=1, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CUDNN', index=2, number=2, + options=None, + type=None), + ], + containing_type=None, + options=None, + serialized_start=6573, + serialized_end=6616, +) + +_SOFTMAXPARAMETER_ENGINE = _descriptor.EnumDescriptor( + name='Engine', + full_name='caffe.SoftmaxParameter.Engine', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='DEFAULT', index=0, number=0, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CAFFE', index=1, number=1, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CUDNN', index=2, number=2, + options=None, + type=None), + ], + containing_type=None, + options=None, + serialized_start=6573, + serialized_end=6616, +) + +_TANHPARAMETER_ENGINE = _descriptor.EnumDescriptor( + name='Engine', + full_name='caffe.TanHParameter.Engine', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='DEFAULT', index=0, number=0, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CAFFE', index=1, number=1, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CUDNN', index=2, number=2, + options=None, + type=None), + ], + containing_type=None, + options=None, + serialized_start=6573, + serialized_end=6616, +) + +_SPPPARAMETER_POOLMETHOD = _descriptor.EnumDescriptor( + name='PoolMethod', + full_name='caffe.SPPParameter.PoolMethod', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='MAX', index=0, number=0, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='AVE', index=1, number=1, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='STOCHASTIC', index=2, number=2, + options=None, + type=None), + ], + containing_type=None, + options=None, + serialized_start=9386, + serialized_end=9432, +) + +_SPPPARAMETER_ENGINE = _descriptor.EnumDescriptor( + name='Engine', + full_name='caffe.SPPParameter.Engine', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='DEFAULT', index=0, number=0, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CAFFE', index=1, number=1, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CUDNN', index=2, number=2, + options=None, + type=None), + ], + containing_type=None, + options=None, + serialized_start=6573, + serialized_end=6616, +) + +_V1LAYERPARAMETER_LAYERTYPE = _descriptor.EnumDescriptor( + name='LayerType', + full_name='caffe.V1LayerParameter.LayerType', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='NONE', index=0, number=0, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='ABSVAL', index=1, number=35, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='ACCURACY', index=2, number=1, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='ARGMAX', index=3, number=30, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='BNLL', index=4, number=2, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CONCAT', index=5, number=3, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CONTRASTIVE_LOSS', index=6, number=37, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CONVOLUTION', index=7, number=4, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='DATA', index=8, number=5, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='DECONVOLUTION', index=9, number=39, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='DROPOUT', index=10, number=6, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='DUMMY_DATA', index=11, number=32, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='EUCLIDEAN_LOSS', index=12, number=7, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='ELTWISE', index=13, number=25, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='EXP', index=14, number=38, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='FLATTEN', index=15, number=8, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='HDF5_DATA', index=16, number=9, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='HDF5_OUTPUT', index=17, number=10, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='HINGE_LOSS', index=18, number=28, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='IM2COL', index=19, number=11, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='IMAGE_DATA', index=20, number=12, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='INFOGAIN_LOSS', index=21, number=13, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='INNER_PRODUCT', index=22, number=14, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='LRN', index=23, number=15, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='MEMORY_DATA', index=24, number=29, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='MULTINOMIAL_LOGISTIC_LOSS', index=25, number=16, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='MVN', index=26, number=34, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='POOLING', index=27, number=17, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='POWER', index=28, number=26, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='RELU', index=29, number=18, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='SIGMOID', index=30, number=19, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='SIGMOID_CROSS_ENTROPY_LOSS', index=31, number=27, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='SILENCE', index=32, number=36, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='SOFTMAX', index=33, number=20, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='SOFTMAX_LOSS', index=34, number=21, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='SPLIT', index=35, number=22, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='SLICE', index=36, number=33, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='TANH', index=37, number=23, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='WINDOW_DATA', index=38, number=24, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='THRESHOLD', index=39, number=31, + options=None, + type=None), + ], + containing_type=None, + options=None, + serialized_start=13232, + serialized_end=13832, +) + +_V1LAYERPARAMETER_DIMCHECKMODE = _descriptor.EnumDescriptor( + name='DimCheckMode', + full_name='caffe.V1LayerParameter.DimCheckMode', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='STRICT', index=0, number=0, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='PERMISSIVE', index=1, number=1, + options=None, + type=None), + ], + containing_type=None, + options=None, + serialized_start=2725, + serialized_end=2767, +) + +_V0LAYERPARAMETER_POOLMETHOD = _descriptor.EnumDescriptor( + name='PoolMethod', + full_name='caffe.V0LayerParameter.PoolMethod', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='MAX', index=0, number=0, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='AVE', index=1, number=1, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='STOCHASTIC', index=2, number=2, + options=None, + type=None), + ], + containing_type=None, + options=None, + serialized_start=9386, + serialized_end=9432, +) + + +_BLOBSHAPE = _descriptor.Descriptor( + name='BlobShape', + full_name='caffe.BlobShape', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='dim', full_name='caffe.BlobShape.dim', index=0, + number=1, type=3, cpp_type=2, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=_descriptor._ParseOptions(descriptor_pb2.FieldOptions(), '\020\001')), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=22, + serialized_end=50, +) + + +_BLOBPROTO = _descriptor.Descriptor( + name='BlobProto', + full_name='caffe.BlobProto', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='shape', full_name='caffe.BlobProto.shape', index=0, + number=7, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='data', full_name='caffe.BlobProto.data', index=1, + number=5, type=2, cpp_type=6, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=_descriptor._ParseOptions(descriptor_pb2.FieldOptions(), '\020\001')), + _descriptor.FieldDescriptor( + name='diff', full_name='caffe.BlobProto.diff', index=2, + number=6, type=2, cpp_type=6, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=_descriptor._ParseOptions(descriptor_pb2.FieldOptions(), '\020\001')), + _descriptor.FieldDescriptor( + name='double_data', full_name='caffe.BlobProto.double_data', index=3, + number=8, type=1, cpp_type=5, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=_descriptor._ParseOptions(descriptor_pb2.FieldOptions(), '\020\001')), + _descriptor.FieldDescriptor( + name='double_diff', full_name='caffe.BlobProto.double_diff', index=4, + number=9, type=1, cpp_type=5, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=_descriptor._ParseOptions(descriptor_pb2.FieldOptions(), '\020\001')), + _descriptor.FieldDescriptor( + name='num', full_name='caffe.BlobProto.num', index=5, + number=1, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='channels', full_name='caffe.BlobProto.channels', index=6, + number=2, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='height', full_name='caffe.BlobProto.height', index=7, + number=3, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='width', full_name='caffe.BlobProto.width', index=8, + number=4, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=53, + serialized_end=257, +) + + +_BLOBPROTOVECTOR = _descriptor.Descriptor( + name='BlobProtoVector', + full_name='caffe.BlobProtoVector', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='blobs', full_name='caffe.BlobProtoVector.blobs', index=0, + number=1, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=259, + serialized_end=309, +) + + +_DATUM = _descriptor.Descriptor( + name='Datum', + full_name='caffe.Datum', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='channels', full_name='caffe.Datum.channels', index=0, + number=1, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='height', full_name='caffe.Datum.height', index=1, + number=2, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='width', full_name='caffe.Datum.width', index=2, + number=3, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='data', full_name='caffe.Datum.data', index=3, + number=4, type=12, cpp_type=9, label=1, + has_default_value=False, default_value="", + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='label', full_name='caffe.Datum.label', index=4, + number=5, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='float_data', full_name='caffe.Datum.float_data', index=5, + number=6, type=2, cpp_type=6, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='encoded', full_name='caffe.Datum.encoded', index=6, + number=7, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=312, + serialized_end=441, +) + + +_FILLERPARAMETER = _descriptor.Descriptor( + name='FillerParameter', + full_name='caffe.FillerParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='type', full_name='caffe.FillerParameter.type', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=True, default_value=unicode("constant", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='value', full_name='caffe.FillerParameter.value', index=1, + number=2, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='min', full_name='caffe.FillerParameter.min', index=2, + number=3, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='max', full_name='caffe.FillerParameter.max', index=3, + number=4, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='mean', full_name='caffe.FillerParameter.mean', index=4, + number=5, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='std', full_name='caffe.FillerParameter.std', index=5, + number=6, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='sparse', full_name='caffe.FillerParameter.sparse', index=6, + number=7, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=-1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='variance_norm', full_name='caffe.FillerParameter.variance_norm', index=7, + number=8, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + _FILLERPARAMETER_VARIANCENORM, + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=444, + serialized_end=710, +) + + +_NETPARAMETER = _descriptor.Descriptor( + name='NetParameter', + full_name='caffe.NetParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='name', full_name='caffe.NetParameter.name', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='input', full_name='caffe.NetParameter.input', index=1, + number=3, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='input_shape', full_name='caffe.NetParameter.input_shape', index=2, + number=8, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='input_dim', full_name='caffe.NetParameter.input_dim', index=3, + number=4, type=5, cpp_type=1, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='force_backward', full_name='caffe.NetParameter.force_backward', index=4, + number=5, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='state', full_name='caffe.NetParameter.state', index=5, + number=6, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='debug_info', full_name='caffe.NetParameter.debug_info', index=6, + number=7, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='layer', full_name='caffe.NetParameter.layer', index=7, + number=100, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='layers', full_name='caffe.NetParameter.layers', index=8, + number=2, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=713, + serialized_end=983, +) + + +_SOLVERPARAMETER = _descriptor.Descriptor( + name='SolverParameter', + full_name='caffe.SolverParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='net', full_name='caffe.SolverParameter.net', index=0, + number=24, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='net_param', full_name='caffe.SolverParameter.net_param', index=1, + number=25, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='train_net', full_name='caffe.SolverParameter.train_net', index=2, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='test_net', full_name='caffe.SolverParameter.test_net', index=3, + number=2, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='train_net_param', full_name='caffe.SolverParameter.train_net_param', index=4, + number=21, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='test_net_param', full_name='caffe.SolverParameter.test_net_param', index=5, + number=22, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='train_state', full_name='caffe.SolverParameter.train_state', index=6, + number=26, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='test_state', full_name='caffe.SolverParameter.test_state', index=7, + number=27, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='test_iter', full_name='caffe.SolverParameter.test_iter', index=8, + number=3, type=5, cpp_type=1, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='test_interval', full_name='caffe.SolverParameter.test_interval', index=9, + number=4, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='test_compute_loss', full_name='caffe.SolverParameter.test_compute_loss', index=10, + number=19, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='test_initialization', full_name='caffe.SolverParameter.test_initialization', index=11, + number=32, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=True, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='base_lr', full_name='caffe.SolverParameter.base_lr', index=12, + number=5, type=2, cpp_type=6, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='display', full_name='caffe.SolverParameter.display', index=13, + number=6, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='average_loss', full_name='caffe.SolverParameter.average_loss', index=14, + number=33, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='max_iter', full_name='caffe.SolverParameter.max_iter', index=15, + number=7, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='iter_size', full_name='caffe.SolverParameter.iter_size', index=16, + number=36, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='lr_policy', full_name='caffe.SolverParameter.lr_policy', index=17, + number=8, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='gamma', full_name='caffe.SolverParameter.gamma', index=18, + number=9, type=2, cpp_type=6, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='power', full_name='caffe.SolverParameter.power', index=19, + number=10, type=2, cpp_type=6, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='momentum', full_name='caffe.SolverParameter.momentum', index=20, + number=11, type=2, cpp_type=6, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='weight_decay', full_name='caffe.SolverParameter.weight_decay', index=21, + number=12, type=2, cpp_type=6, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='regularization_type', full_name='caffe.SolverParameter.regularization_type', index=22, + number=29, type=9, cpp_type=9, label=1, + has_default_value=True, default_value=unicode("L2", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='stepsize', full_name='caffe.SolverParameter.stepsize', index=23, + number=13, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='stepvalue', full_name='caffe.SolverParameter.stepvalue', index=24, + number=34, type=5, cpp_type=1, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='clip_gradients', full_name='caffe.SolverParameter.clip_gradients', index=25, + number=35, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=-1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='snapshot', full_name='caffe.SolverParameter.snapshot', index=26, + number=14, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='snapshot_prefix', full_name='caffe.SolverParameter.snapshot_prefix', index=27, + number=15, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='snapshot_diff', full_name='caffe.SolverParameter.snapshot_diff', index=28, + number=16, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='snapshot_format', full_name='caffe.SolverParameter.snapshot_format', index=29, + number=37, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='solver_mode', full_name='caffe.SolverParameter.solver_mode', index=30, + number=17, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='device_id', full_name='caffe.SolverParameter.device_id', index=31, + number=18, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='random_seed', full_name='caffe.SolverParameter.random_seed', index=32, + number=20, type=3, cpp_type=2, label=1, + has_default_value=True, default_value=-1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='type', full_name='caffe.SolverParameter.type', index=33, + number=40, type=9, cpp_type=9, label=1, + has_default_value=True, default_value=unicode("SGD", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='delta', full_name='caffe.SolverParameter.delta', index=34, + number=31, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1e-08, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='momentum2', full_name='caffe.SolverParameter.momentum2', index=35, + number=39, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=0.999, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='rms_decay', full_name='caffe.SolverParameter.rms_decay', index=36, + number=38, type=2, cpp_type=6, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='debug_info', full_name='caffe.SolverParameter.debug_info', index=37, + number=23, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='snapshot_after_train', full_name='caffe.SolverParameter.snapshot_after_train', index=38, + number=28, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=True, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='solver_type', full_name='caffe.SolverParameter.solver_type', index=39, + number=30, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + _SOLVERPARAMETER_SNAPSHOTFORMAT, + _SOLVERPARAMETER_SOLVERMODE, + _SOLVERPARAMETER_SOLVERTYPE, + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=986, + serialized_end=2294, +) + + +_SOLVERSTATE = _descriptor.Descriptor( + name='SolverState', + full_name='caffe.SolverState', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='iter', full_name='caffe.SolverState.iter', index=0, + number=1, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='learned_net', full_name='caffe.SolverState.learned_net', index=1, + number=2, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='history', full_name='caffe.SolverState.history', index=2, + number=3, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='current_step', full_name='caffe.SolverState.current_step', index=3, + number=4, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=2296, + serialized_end=2404, +) + + +_NETSTATE = _descriptor.Descriptor( + name='NetState', + full_name='caffe.NetState', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='phase', full_name='caffe.NetState.phase', index=0, + number=1, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='level', full_name='caffe.NetState.level', index=1, + number=2, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='stage', full_name='caffe.NetState.stage', index=2, + number=3, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=2406, + serialized_end=2484, +) + + +_NETSTATERULE = _descriptor.Descriptor( + name='NetStateRule', + full_name='caffe.NetStateRule', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='phase', full_name='caffe.NetStateRule.phase', index=0, + number=1, type=14, cpp_type=8, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='min_level', full_name='caffe.NetStateRule.min_level', index=1, + number=2, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='max_level', full_name='caffe.NetStateRule.max_level', index=2, + number=3, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='stage', full_name='caffe.NetStateRule.stage', index=3, + number=4, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='not_stage', full_name='caffe.NetStateRule.not_stage', index=4, + number=5, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=2486, + serialized_end=2601, +) + + +_PARAMSPEC = _descriptor.Descriptor( + name='ParamSpec', + full_name='caffe.ParamSpec', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='name', full_name='caffe.ParamSpec.name', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='share_mode', full_name='caffe.ParamSpec.share_mode', index=1, + number=2, type=14, cpp_type=8, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='lr_mult', full_name='caffe.ParamSpec.lr_mult', index=2, + number=3, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='decay_mult', full_name='caffe.ParamSpec.decay_mult', index=3, + number=4, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + _PARAMSPEC_DIMCHECKMODE, + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=2604, + serialized_end=2767, +) + + +_LAYERPARAMETER = _descriptor.Descriptor( + name='LayerParameter', + full_name='caffe.LayerParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='name', full_name='caffe.LayerParameter.name', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='type', full_name='caffe.LayerParameter.type', index=1, + number=2, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='bottom', full_name='caffe.LayerParameter.bottom', index=2, + number=3, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='top', full_name='caffe.LayerParameter.top', index=3, + number=4, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='phase', full_name='caffe.LayerParameter.phase', index=4, + number=10, type=14, cpp_type=8, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='loss_weight', full_name='caffe.LayerParameter.loss_weight', index=5, + number=5, type=2, cpp_type=6, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='param', full_name='caffe.LayerParameter.param', index=6, + number=6, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='blobs', full_name='caffe.LayerParameter.blobs', index=7, + number=7, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='propagate_down', full_name='caffe.LayerParameter.propagate_down', index=8, + number=11, type=8, cpp_type=7, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='include', full_name='caffe.LayerParameter.include', index=9, + number=8, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='exclude', full_name='caffe.LayerParameter.exclude', index=10, + number=9, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='transform_param', full_name='caffe.LayerParameter.transform_param', index=11, + number=100, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='loss_param', full_name='caffe.LayerParameter.loss_param', index=12, + number=101, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='accuracy_param', full_name='caffe.LayerParameter.accuracy_param', index=13, + number=102, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='argmax_param', full_name='caffe.LayerParameter.argmax_param', index=14, + number=103, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='batch_norm_param', full_name='caffe.LayerParameter.batch_norm_param', index=15, + number=139, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='bias_param', full_name='caffe.LayerParameter.bias_param', index=16, + number=141, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='concat_param', full_name='caffe.LayerParameter.concat_param', index=17, + number=104, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='contrastive_loss_param', full_name='caffe.LayerParameter.contrastive_loss_param', index=18, + number=105, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='convolution_param', full_name='caffe.LayerParameter.convolution_param', index=19, + number=106, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='crop_param', full_name='caffe.LayerParameter.crop_param', index=20, + number=144, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='data_param', full_name='caffe.LayerParameter.data_param', index=21, + number=107, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='dropout_param', full_name='caffe.LayerParameter.dropout_param', index=22, + number=108, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='dummy_data_param', full_name='caffe.LayerParameter.dummy_data_param', index=23, + number=109, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='eltwise_param', full_name='caffe.LayerParameter.eltwise_param', index=24, + number=110, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='elu_param', full_name='caffe.LayerParameter.elu_param', index=25, + number=140, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='embed_param', full_name='caffe.LayerParameter.embed_param', index=26, + number=137, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='exp_param', full_name='caffe.LayerParameter.exp_param', index=27, + number=111, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='flatten_param', full_name='caffe.LayerParameter.flatten_param', index=28, + number=135, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='hdf5_data_param', full_name='caffe.LayerParameter.hdf5_data_param', index=29, + number=112, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='hdf5_output_param', full_name='caffe.LayerParameter.hdf5_output_param', index=30, + number=113, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='hinge_loss_param', full_name='caffe.LayerParameter.hinge_loss_param', index=31, + number=114, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='image_data_param', full_name='caffe.LayerParameter.image_data_param', index=32, + number=115, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='infogain_loss_param', full_name='caffe.LayerParameter.infogain_loss_param', index=33, + number=116, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='inner_product_param', full_name='caffe.LayerParameter.inner_product_param', index=34, + number=117, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='input_param', full_name='caffe.LayerParameter.input_param', index=35, + number=143, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='log_param', full_name='caffe.LayerParameter.log_param', index=36, + number=134, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='lrn_param', full_name='caffe.LayerParameter.lrn_param', index=37, + number=118, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='memory_data_param', full_name='caffe.LayerParameter.memory_data_param', index=38, + number=119, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='mvn_param', full_name='caffe.LayerParameter.mvn_param', index=39, + number=120, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='pooling_param', full_name='caffe.LayerParameter.pooling_param', index=40, + number=121, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='power_param', full_name='caffe.LayerParameter.power_param', index=41, + number=122, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='prelu_param', full_name='caffe.LayerParameter.prelu_param', index=42, + number=131, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='python_param', full_name='caffe.LayerParameter.python_param', index=43, + number=130, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='reduction_param', full_name='caffe.LayerParameter.reduction_param', index=44, + number=136, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='relu_param', full_name='caffe.LayerParameter.relu_param', index=45, + number=123, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='reshape_param', full_name='caffe.LayerParameter.reshape_param', index=46, + number=133, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='scale_param', full_name='caffe.LayerParameter.scale_param', index=47, + number=142, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='sigmoid_param', full_name='caffe.LayerParameter.sigmoid_param', index=48, + number=124, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='softmax_param', full_name='caffe.LayerParameter.softmax_param', index=49, + number=125, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='spp_param', full_name='caffe.LayerParameter.spp_param', index=50, + number=132, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='slice_param', full_name='caffe.LayerParameter.slice_param', index=51, + number=126, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='tanh_param', full_name='caffe.LayerParameter.tanh_param', index=52, + number=127, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='threshold_param', full_name='caffe.LayerParameter.threshold_param', index=53, + number=128, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='tile_param', full_name='caffe.LayerParameter.tile_param', index=54, + number=138, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='window_data_param', full_name='caffe.LayerParameter.window_data_param', index=55, + number=129, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=2770, + serialized_end=5226, +) + + +_TRANSFORMATIONPARAMETER = _descriptor.Descriptor( + name='TransformationParameter', + full_name='caffe.TransformationParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='scale', full_name='caffe.TransformationParameter.scale', index=0, + number=1, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='mirror', full_name='caffe.TransformationParameter.mirror', index=1, + number=2, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='crop_size', full_name='caffe.TransformationParameter.crop_size', index=2, + number=3, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='mean_file', full_name='caffe.TransformationParameter.mean_file', index=3, + number=4, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='mean_value', full_name='caffe.TransformationParameter.mean_value', index=4, + number=5, type=2, cpp_type=6, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='force_color', full_name='caffe.TransformationParameter.force_color', index=5, + number=6, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='force_gray', full_name='caffe.TransformationParameter.force_gray', index=6, + number=7, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=5229, + serialized_end=5411, +) + + +_LOSSPARAMETER = _descriptor.Descriptor( + name='LossParameter', + full_name='caffe.LossParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='ignore_label', full_name='caffe.LossParameter.ignore_label', index=0, + number=1, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='normalization', full_name='caffe.LossParameter.normalization', index=1, + number=3, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='normalize', full_name='caffe.LossParameter.normalize', index=2, + number=2, type=8, cpp_type=7, label=1, + has_default_value=False, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + _LOSSPARAMETER_NORMALIZATIONMODE, + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=5414, + serialized_end=5608, +) + + +_ACCURACYPARAMETER = _descriptor.Descriptor( + name='AccuracyParameter', + full_name='caffe.AccuracyParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='top_k', full_name='caffe.AccuracyParameter.top_k', index=0, + number=1, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='axis', full_name='caffe.AccuracyParameter.axis', index=1, + number=2, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='ignore_label', full_name='caffe.AccuracyParameter.ignore_label', index=2, + number=3, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=5610, + serialized_end=5686, +) + + +_ARGMAXPARAMETER = _descriptor.Descriptor( + name='ArgMaxParameter', + full_name='caffe.ArgMaxParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='out_max_val', full_name='caffe.ArgMaxParameter.out_max_val', index=0, + number=1, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='top_k', full_name='caffe.ArgMaxParameter.top_k', index=1, + number=2, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='axis', full_name='caffe.ArgMaxParameter.axis', index=2, + number=3, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=5688, + serialized_end=5765, +) + + +_CONCATPARAMETER = _descriptor.Descriptor( + name='ConcatParameter', + full_name='caffe.ConcatParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='axis', full_name='caffe.ConcatParameter.axis', index=0, + number=2, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='concat_dim', full_name='caffe.ConcatParameter.concat_dim', index=1, + number=1, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=5767, + serialized_end=5824, +) + + +_BATCHNORMPARAMETER = _descriptor.Descriptor( + name='BatchNormParameter', + full_name='caffe.BatchNormParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='use_global_stats', full_name='caffe.BatchNormParameter.use_global_stats', index=0, + number=1, type=8, cpp_type=7, label=1, + has_default_value=False, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='moving_average_fraction', full_name='caffe.BatchNormParameter.moving_average_fraction', index=1, + number=2, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=0.999, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='eps', full_name='caffe.BatchNormParameter.eps', index=2, + number=3, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1e-05, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=5826, + serialized_end=5932, +) + + +_BIASPARAMETER = _descriptor.Descriptor( + name='BiasParameter', + full_name='caffe.BiasParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='axis', full_name='caffe.BiasParameter.axis', index=0, + number=1, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='num_axes', full_name='caffe.BiasParameter.num_axes', index=1, + number=2, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='filler', full_name='caffe.BiasParameter.filler', index=2, + number=3, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=5934, + serialized_end=6027, +) + + +_CONTRASTIVELOSSPARAMETER = _descriptor.Descriptor( + name='ContrastiveLossParameter', + full_name='caffe.ContrastiveLossParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='margin', full_name='caffe.ContrastiveLossParameter.margin', index=0, + number=1, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='legacy_version', full_name='caffe.ContrastiveLossParameter.legacy_version', index=1, + number=2, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=6029, + serialized_end=6105, +) + + +_CONVOLUTIONPARAMETER = _descriptor.Descriptor( + name='ConvolutionParameter', + full_name='caffe.ConvolutionParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='num_output', full_name='caffe.ConvolutionParameter.num_output', index=0, + number=1, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='bias_term', full_name='caffe.ConvolutionParameter.bias_term', index=1, + number=2, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=True, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='pad', full_name='caffe.ConvolutionParameter.pad', index=2, + number=3, type=13, cpp_type=3, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='kernel_size', full_name='caffe.ConvolutionParameter.kernel_size', index=3, + number=4, type=13, cpp_type=3, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='stride', full_name='caffe.ConvolutionParameter.stride', index=4, + number=6, type=13, cpp_type=3, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='dilation', full_name='caffe.ConvolutionParameter.dilation', index=5, + number=18, type=13, cpp_type=3, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='pad_h', full_name='caffe.ConvolutionParameter.pad_h', index=6, + number=9, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='pad_w', full_name='caffe.ConvolutionParameter.pad_w', index=7, + number=10, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='kernel_h', full_name='caffe.ConvolutionParameter.kernel_h', index=8, + number=11, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='kernel_w', full_name='caffe.ConvolutionParameter.kernel_w', index=9, + number=12, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='stride_h', full_name='caffe.ConvolutionParameter.stride_h', index=10, + number=13, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='stride_w', full_name='caffe.ConvolutionParameter.stride_w', index=11, + number=14, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='group', full_name='caffe.ConvolutionParameter.group', index=12, + number=5, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='weight_filler', full_name='caffe.ConvolutionParameter.weight_filler', index=13, + number=7, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='bias_filler', full_name='caffe.ConvolutionParameter.bias_filler', index=14, + number=8, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='engine', full_name='caffe.ConvolutionParameter.engine', index=15, + number=15, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='axis', full_name='caffe.ConvolutionParameter.axis', index=16, + number=16, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='force_nd_im2col', full_name='caffe.ConvolutionParameter.force_nd_im2col', index=17, + number=17, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + _CONVOLUTIONPARAMETER_ENGINE, + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=6108, + serialized_end=6616, +) + + +_CROPPARAMETER = _descriptor.Descriptor( + name='CropParameter', + full_name='caffe.CropParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='axis', full_name='caffe.CropParameter.axis', index=0, + number=1, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=2, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='offset', full_name='caffe.CropParameter.offset', index=1, + number=2, type=13, cpp_type=3, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=6618, + serialized_end=6666, +) + + +_DATAPARAMETER = _descriptor.Descriptor( + name='DataParameter', + full_name='caffe.DataParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='source', full_name='caffe.DataParameter.source', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='batch_size', full_name='caffe.DataParameter.batch_size', index=1, + number=4, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='rand_skip', full_name='caffe.DataParameter.rand_skip', index=2, + number=7, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='backend', full_name='caffe.DataParameter.backend', index=3, + number=8, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='scale', full_name='caffe.DataParameter.scale', index=4, + number=2, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='mean_file', full_name='caffe.DataParameter.mean_file', index=5, + number=3, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='crop_size', full_name='caffe.DataParameter.crop_size', index=6, + number=5, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='mirror', full_name='caffe.DataParameter.mirror', index=7, + number=6, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='force_encoded_color', full_name='caffe.DataParameter.force_encoded_color', index=8, + number=9, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='prefetch', full_name='caffe.DataParameter.prefetch', index=9, + number=10, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=4, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + _DATAPARAMETER_DB, + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=6669, + serialized_end=6961, +) + + +_DROPOUTPARAMETER = _descriptor.Descriptor( + name='DropoutParameter', + full_name='caffe.DropoutParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='dropout_ratio', full_name='caffe.DropoutParameter.dropout_ratio', index=0, + number=1, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=0.5, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=6963, + serialized_end=7009, +) + + +_DUMMYDATAPARAMETER = _descriptor.Descriptor( + name='DummyDataParameter', + full_name='caffe.DummyDataParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='data_filler', full_name='caffe.DummyDataParameter.data_filler', index=0, + number=1, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='shape', full_name='caffe.DummyDataParameter.shape', index=1, + number=6, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='num', full_name='caffe.DummyDataParameter.num', index=2, + number=2, type=13, cpp_type=3, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='channels', full_name='caffe.DummyDataParameter.channels', index=3, + number=3, type=13, cpp_type=3, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='height', full_name='caffe.DummyDataParameter.height', index=4, + number=4, type=13, cpp_type=3, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='width', full_name='caffe.DummyDataParameter.width', index=5, + number=5, type=13, cpp_type=3, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=7012, + serialized_end=7172, +) + + +_ELTWISEPARAMETER = _descriptor.Descriptor( + name='EltwiseParameter', + full_name='caffe.EltwiseParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='operation', full_name='caffe.EltwiseParameter.operation', index=0, + number=1, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='coeff', full_name='caffe.EltwiseParameter.coeff', index=1, + number=2, type=2, cpp_type=6, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='stable_prod_grad', full_name='caffe.EltwiseParameter.stable_prod_grad', index=2, + number=3, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=True, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + _ELTWISEPARAMETER_ELTWISEOP, + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=7175, + serialized_end=7340, +) + + +_ELUPARAMETER = _descriptor.Descriptor( + name='ELUParameter', + full_name='caffe.ELUParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='alpha', full_name='caffe.ELUParameter.alpha', index=0, + number=1, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=7342, + serialized_end=7374, +) + + +_EMBEDPARAMETER = _descriptor.Descriptor( + name='EmbedParameter', + full_name='caffe.EmbedParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='num_output', full_name='caffe.EmbedParameter.num_output', index=0, + number=1, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='input_dim', full_name='caffe.EmbedParameter.input_dim', index=1, + number=2, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='bias_term', full_name='caffe.EmbedParameter.bias_term', index=2, + number=3, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=True, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='weight_filler', full_name='caffe.EmbedParameter.weight_filler', index=3, + number=4, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='bias_filler', full_name='caffe.EmbedParameter.bias_filler', index=4, + number=5, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=7377, + serialized_end=7549, +) + + +_EXPPARAMETER = _descriptor.Descriptor( + name='ExpParameter', + full_name='caffe.ExpParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='base', full_name='caffe.ExpParameter.base', index=0, + number=1, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=-1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='scale', full_name='caffe.ExpParameter.scale', index=1, + number=2, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='shift', full_name='caffe.ExpParameter.shift', index=2, + number=3, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=7551, + serialized_end=7619, +) + + +_FLATTENPARAMETER = _descriptor.Descriptor( + name='FlattenParameter', + full_name='caffe.FlattenParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='axis', full_name='caffe.FlattenParameter.axis', index=0, + number=1, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='end_axis', full_name='caffe.FlattenParameter.end_axis', index=1, + number=2, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=-1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=7621, + serialized_end=7678, +) + + +_HDF5DATAPARAMETER = _descriptor.Descriptor( + name='HDF5DataParameter', + full_name='caffe.HDF5DataParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='source', full_name='caffe.HDF5DataParameter.source', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='batch_size', full_name='caffe.HDF5DataParameter.batch_size', index=1, + number=2, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='shuffle', full_name='caffe.HDF5DataParameter.shuffle', index=2, + number=3, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=7680, + serialized_end=7759, +) + + +_HDF5OUTPUTPARAMETER = _descriptor.Descriptor( + name='HDF5OutputParameter', + full_name='caffe.HDF5OutputParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='file_name', full_name='caffe.HDF5OutputParameter.file_name', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=7761, + serialized_end=7801, +) + + +_HINGELOSSPARAMETER = _descriptor.Descriptor( + name='HingeLossParameter', + full_name='caffe.HingeLossParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='norm', full_name='caffe.HingeLossParameter.norm', index=0, + number=1, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + _HINGELOSSPARAMETER_NORM, + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=7803, + serialized_end=7897, +) + + +_IMAGEDATAPARAMETER = _descriptor.Descriptor( + name='ImageDataParameter', + full_name='caffe.ImageDataParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='source', full_name='caffe.ImageDataParameter.source', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='batch_size', full_name='caffe.ImageDataParameter.batch_size', index=1, + number=4, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='rand_skip', full_name='caffe.ImageDataParameter.rand_skip', index=2, + number=7, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='shuffle', full_name='caffe.ImageDataParameter.shuffle', index=3, + number=8, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='new_height', full_name='caffe.ImageDataParameter.new_height', index=4, + number=9, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='new_width', full_name='caffe.ImageDataParameter.new_width', index=5, + number=10, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='is_color', full_name='caffe.ImageDataParameter.is_color', index=6, + number=11, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=True, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='scale', full_name='caffe.ImageDataParameter.scale', index=7, + number=2, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='mean_file', full_name='caffe.ImageDataParameter.mean_file', index=8, + number=3, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='crop_size', full_name='caffe.ImageDataParameter.crop_size', index=9, + number=5, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='mirror', full_name='caffe.ImageDataParameter.mirror', index=10, + number=6, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='root_folder', full_name='caffe.ImageDataParameter.root_folder', index=11, + number=12, type=9, cpp_type=9, label=1, + has_default_value=True, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=7900, + serialized_end=8179, +) + + +_INFOGAINLOSSPARAMETER = _descriptor.Descriptor( + name='InfogainLossParameter', + full_name='caffe.InfogainLossParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='source', full_name='caffe.InfogainLossParameter.source', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=8181, + serialized_end=8220, +) + + +_INNERPRODUCTPARAMETER = _descriptor.Descriptor( + name='InnerProductParameter', + full_name='caffe.InnerProductParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='num_output', full_name='caffe.InnerProductParameter.num_output', index=0, + number=1, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='bias_term', full_name='caffe.InnerProductParameter.bias_term', index=1, + number=2, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=True, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='weight_filler', full_name='caffe.InnerProductParameter.weight_filler', index=2, + number=3, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='bias_filler', full_name='caffe.InnerProductParameter.bias_filler', index=3, + number=4, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='axis', full_name='caffe.InnerProductParameter.axis', index=4, + number=5, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='transpose', full_name='caffe.InnerProductParameter.transpose', index=5, + number=6, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=8223, + serialized_end=8426, +) + + +_INPUTPARAMETER = _descriptor.Descriptor( + name='InputParameter', + full_name='caffe.InputParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='shape', full_name='caffe.InputParameter.shape', index=0, + number=1, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=8428, + serialized_end=8477, +) + + +_LOGPARAMETER = _descriptor.Descriptor( + name='LogParameter', + full_name='caffe.LogParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='base', full_name='caffe.LogParameter.base', index=0, + number=1, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=-1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='scale', full_name='caffe.LogParameter.scale', index=1, + number=2, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='shift', full_name='caffe.LogParameter.shift', index=2, + number=3, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=8479, + serialized_end=8547, +) + + +_LRNPARAMETER = _descriptor.Descriptor( + name='LRNParameter', + full_name='caffe.LRNParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='local_size', full_name='caffe.LRNParameter.local_size', index=0, + number=1, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=5, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='alpha', full_name='caffe.LRNParameter.alpha', index=1, + number=2, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='beta', full_name='caffe.LRNParameter.beta', index=2, + number=3, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=0.75, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='norm_region', full_name='caffe.LRNParameter.norm_region', index=3, + number=4, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='k', full_name='caffe.LRNParameter.k', index=4, + number=5, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='engine', full_name='caffe.LRNParameter.engine', index=5, + number=6, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + _LRNPARAMETER_NORMREGION, + _LRNPARAMETER_ENGINE, + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=8550, + serialized_end=8862, +) + + +_MEMORYDATAPARAMETER = _descriptor.Descriptor( + name='MemoryDataParameter', + full_name='caffe.MemoryDataParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='batch_size', full_name='caffe.MemoryDataParameter.batch_size', index=0, + number=1, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='channels', full_name='caffe.MemoryDataParameter.channels', index=1, + number=2, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='height', full_name='caffe.MemoryDataParameter.height', index=2, + number=3, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='width', full_name='caffe.MemoryDataParameter.width', index=3, + number=4, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=8864, + serialized_end=8954, +) + + +_MVNPARAMETER = _descriptor.Descriptor( + name='MVNParameter', + full_name='caffe.MVNParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='normalize_variance', full_name='caffe.MVNParameter.normalize_variance', index=0, + number=1, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=True, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='across_channels', full_name='caffe.MVNParameter.across_channels', index=1, + number=2, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='eps', full_name='caffe.MVNParameter.eps', index=2, + number=3, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1e-09, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=8956, + serialized_end=9056, +) + + +_POOLINGPARAMETER = _descriptor.Descriptor( + name='PoolingParameter', + full_name='caffe.PoolingParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='pool', full_name='caffe.PoolingParameter.pool', index=0, + number=1, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='pad', full_name='caffe.PoolingParameter.pad', index=1, + number=4, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='pad_h', full_name='caffe.PoolingParameter.pad_h', index=2, + number=9, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='pad_w', full_name='caffe.PoolingParameter.pad_w', index=3, + number=10, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='kernel_size', full_name='caffe.PoolingParameter.kernel_size', index=4, + number=2, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='kernel_h', full_name='caffe.PoolingParameter.kernel_h', index=5, + number=5, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='kernel_w', full_name='caffe.PoolingParameter.kernel_w', index=6, + number=6, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='stride', full_name='caffe.PoolingParameter.stride', index=7, + number=3, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='stride_h', full_name='caffe.PoolingParameter.stride_h', index=8, + number=7, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='stride_w', full_name='caffe.PoolingParameter.stride_w', index=9, + number=8, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='engine', full_name='caffe.PoolingParameter.engine', index=10, + number=11, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='global_pooling', full_name='caffe.PoolingParameter.global_pooling', index=11, + number=12, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + _POOLINGPARAMETER_POOLMETHOD, + _POOLINGPARAMETER_ENGINE, + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=9059, + serialized_end=9477, +) + + +_POWERPARAMETER = _descriptor.Descriptor( + name='PowerParameter', + full_name='caffe.PowerParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='power', full_name='caffe.PowerParameter.power', index=0, + number=1, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='scale', full_name='caffe.PowerParameter.scale', index=1, + number=2, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='shift', full_name='caffe.PowerParameter.shift', index=2, + number=3, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=9479, + serialized_end=9549, +) + + +_PYTHONPARAMETER = _descriptor.Descriptor( + name='PythonParameter', + full_name='caffe.PythonParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='module', full_name='caffe.PythonParameter.module', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='layer', full_name='caffe.PythonParameter.layer', index=1, + number=2, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='param_str', full_name='caffe.PythonParameter.param_str', index=2, + number=3, type=9, cpp_type=9, label=1, + has_default_value=True, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='share_in_parallel', full_name='caffe.PythonParameter.share_in_parallel', index=3, + number=4, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=9551, + serialized_end=9654, +) + + +_REDUCTIONPARAMETER = _descriptor.Descriptor( + name='ReductionParameter', + full_name='caffe.ReductionParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='operation', full_name='caffe.ReductionParameter.operation', index=0, + number=1, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='axis', full_name='caffe.ReductionParameter.axis', index=1, + number=2, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='coeff', full_name='caffe.ReductionParameter.coeff', index=2, + number=3, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + _REDUCTIONPARAMETER_REDUCTIONOP, + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=9657, + serialized_end=9830, +) + + +_RELUPARAMETER = _descriptor.Descriptor( + name='ReLUParameter', + full_name='caffe.ReLUParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='negative_slope', full_name='caffe.ReLUParameter.negative_slope', index=0, + number=1, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='engine', full_name='caffe.ReLUParameter.engine', index=1, + number=2, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + _RELUPARAMETER_ENGINE, + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=9833, + serialized_end=9974, +) + + +_RESHAPEPARAMETER = _descriptor.Descriptor( + name='ReshapeParameter', + full_name='caffe.ReshapeParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='shape', full_name='caffe.ReshapeParameter.shape', index=0, + number=1, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='axis', full_name='caffe.ReshapeParameter.axis', index=1, + number=2, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='num_axes', full_name='caffe.ReshapeParameter.num_axes', index=2, + number=3, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=-1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=9976, + serialized_end=10066, +) + + +_SCALEPARAMETER = _descriptor.Descriptor( + name='ScaleParameter', + full_name='caffe.ScaleParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='axis', full_name='caffe.ScaleParameter.axis', index=0, + number=1, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='num_axes', full_name='caffe.ScaleParameter.num_axes', index=1, + number=2, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='filler', full_name='caffe.ScaleParameter.filler', index=2, + number=3, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='bias_term', full_name='caffe.ScaleParameter.bias_term', index=3, + number=4, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='bias_filler', full_name='caffe.ScaleParameter.bias_filler', index=4, + number=5, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=10069, + serialized_end=10234, +) + + +_SIGMOIDPARAMETER = _descriptor.Descriptor( + name='SigmoidParameter', + full_name='caffe.SigmoidParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='engine', full_name='caffe.SigmoidParameter.engine', index=0, + number=1, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + _SIGMOIDPARAMETER_ENGINE, + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=10236, + serialized_end=10356, +) + + +_SLICEPARAMETER = _descriptor.Descriptor( + name='SliceParameter', + full_name='caffe.SliceParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='axis', full_name='caffe.SliceParameter.axis', index=0, + number=3, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='slice_point', full_name='caffe.SliceParameter.slice_point', index=1, + number=2, type=13, cpp_type=3, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='slice_dim', full_name='caffe.SliceParameter.slice_dim', index=2, + number=1, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=10358, + serialized_end=10434, +) + + +_SOFTMAXPARAMETER = _descriptor.Descriptor( + name='SoftmaxParameter', + full_name='caffe.SoftmaxParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='engine', full_name='caffe.SoftmaxParameter.engine', index=0, + number=1, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='axis', full_name='caffe.SoftmaxParameter.axis', index=1, + number=2, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + _SOFTMAXPARAMETER_ENGINE, + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=10437, + serialized_end=10574, +) + + +_TANHPARAMETER = _descriptor.Descriptor( + name='TanHParameter', + full_name='caffe.TanHParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='engine', full_name='caffe.TanHParameter.engine', index=0, + number=1, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + _TANHPARAMETER_ENGINE, + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=10576, + serialized_end=10690, +) + + +_TILEPARAMETER = _descriptor.Descriptor( + name='TileParameter', + full_name='caffe.TileParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='axis', full_name='caffe.TileParameter.axis', index=0, + number=1, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='tiles', full_name='caffe.TileParameter.tiles', index=1, + number=2, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=10692, + serialized_end=10739, +) + + +_THRESHOLDPARAMETER = _descriptor.Descriptor( + name='ThresholdParameter', + full_name='caffe.ThresholdParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='threshold', full_name='caffe.ThresholdParameter.threshold', index=0, + number=1, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=10741, + serialized_end=10783, +) + + +_WINDOWDATAPARAMETER = _descriptor.Descriptor( + name='WindowDataParameter', + full_name='caffe.WindowDataParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='source', full_name='caffe.WindowDataParameter.source', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='scale', full_name='caffe.WindowDataParameter.scale', index=1, + number=2, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='mean_file', full_name='caffe.WindowDataParameter.mean_file', index=2, + number=3, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='batch_size', full_name='caffe.WindowDataParameter.batch_size', index=3, + number=4, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='crop_size', full_name='caffe.WindowDataParameter.crop_size', index=4, + number=5, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='mirror', full_name='caffe.WindowDataParameter.mirror', index=5, + number=6, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='fg_threshold', full_name='caffe.WindowDataParameter.fg_threshold', index=6, + number=7, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=0.5, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='bg_threshold', full_name='caffe.WindowDataParameter.bg_threshold', index=7, + number=8, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=0.5, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='fg_fraction', full_name='caffe.WindowDataParameter.fg_fraction', index=8, + number=9, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=0.25, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='context_pad', full_name='caffe.WindowDataParameter.context_pad', index=9, + number=10, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='crop_mode', full_name='caffe.WindowDataParameter.crop_mode', index=10, + number=11, type=9, cpp_type=9, label=1, + has_default_value=True, default_value=unicode("warp", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='cache_images', full_name='caffe.WindowDataParameter.cache_images', index=11, + number=12, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='root_folder', full_name='caffe.WindowDataParameter.root_folder', index=12, + number=13, type=9, cpp_type=9, label=1, + has_default_value=True, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=10786, + serialized_end=11107, +) + + +_SPPPARAMETER = _descriptor.Descriptor( + name='SPPParameter', + full_name='caffe.SPPParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='pyramid_height', full_name='caffe.SPPParameter.pyramid_height', index=0, + number=1, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='pool', full_name='caffe.SPPParameter.pool', index=1, + number=2, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='engine', full_name='caffe.SPPParameter.engine', index=2, + number=6, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + _SPPPARAMETER_POOLMETHOD, + _SPPPARAMETER_ENGINE, + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=11110, + serialized_end=11345, +) + + +_V1LAYERPARAMETER = _descriptor.Descriptor( + name='V1LayerParameter', + full_name='caffe.V1LayerParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='bottom', full_name='caffe.V1LayerParameter.bottom', index=0, + number=2, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='top', full_name='caffe.V1LayerParameter.top', index=1, + number=3, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='name', full_name='caffe.V1LayerParameter.name', index=2, + number=4, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='include', full_name='caffe.V1LayerParameter.include', index=3, + number=32, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='exclude', full_name='caffe.V1LayerParameter.exclude', index=4, + number=33, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='type', full_name='caffe.V1LayerParameter.type', index=5, + number=5, type=14, cpp_type=8, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='blobs', full_name='caffe.V1LayerParameter.blobs', index=6, + number=6, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='param', full_name='caffe.V1LayerParameter.param', index=7, + number=1001, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='blob_share_mode', full_name='caffe.V1LayerParameter.blob_share_mode', index=8, + number=1002, type=14, cpp_type=8, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='blobs_lr', full_name='caffe.V1LayerParameter.blobs_lr', index=9, + number=7, type=2, cpp_type=6, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='weight_decay', full_name='caffe.V1LayerParameter.weight_decay', index=10, + number=8, type=2, cpp_type=6, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='loss_weight', full_name='caffe.V1LayerParameter.loss_weight', index=11, + number=35, type=2, cpp_type=6, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='accuracy_param', full_name='caffe.V1LayerParameter.accuracy_param', index=12, + number=27, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='argmax_param', full_name='caffe.V1LayerParameter.argmax_param', index=13, + number=23, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='concat_param', full_name='caffe.V1LayerParameter.concat_param', index=14, + number=9, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='contrastive_loss_param', full_name='caffe.V1LayerParameter.contrastive_loss_param', index=15, + number=40, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='convolution_param', full_name='caffe.V1LayerParameter.convolution_param', index=16, + number=10, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='data_param', full_name='caffe.V1LayerParameter.data_param', index=17, + number=11, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='dropout_param', full_name='caffe.V1LayerParameter.dropout_param', index=18, + number=12, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='dummy_data_param', full_name='caffe.V1LayerParameter.dummy_data_param', index=19, + number=26, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='eltwise_param', full_name='caffe.V1LayerParameter.eltwise_param', index=20, + number=24, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='exp_param', full_name='caffe.V1LayerParameter.exp_param', index=21, + number=41, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='hdf5_data_param', full_name='caffe.V1LayerParameter.hdf5_data_param', index=22, + number=13, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='hdf5_output_param', full_name='caffe.V1LayerParameter.hdf5_output_param', index=23, + number=14, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='hinge_loss_param', full_name='caffe.V1LayerParameter.hinge_loss_param', index=24, + number=29, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='image_data_param', full_name='caffe.V1LayerParameter.image_data_param', index=25, + number=15, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='infogain_loss_param', full_name='caffe.V1LayerParameter.infogain_loss_param', index=26, + number=16, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='inner_product_param', full_name='caffe.V1LayerParameter.inner_product_param', index=27, + number=17, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='lrn_param', full_name='caffe.V1LayerParameter.lrn_param', index=28, + number=18, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='memory_data_param', full_name='caffe.V1LayerParameter.memory_data_param', index=29, + number=22, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='mvn_param', full_name='caffe.V1LayerParameter.mvn_param', index=30, + number=34, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='pooling_param', full_name='caffe.V1LayerParameter.pooling_param', index=31, + number=19, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='power_param', full_name='caffe.V1LayerParameter.power_param', index=32, + number=21, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='relu_param', full_name='caffe.V1LayerParameter.relu_param', index=33, + number=30, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='sigmoid_param', full_name='caffe.V1LayerParameter.sigmoid_param', index=34, + number=38, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='softmax_param', full_name='caffe.V1LayerParameter.softmax_param', index=35, + number=39, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='slice_param', full_name='caffe.V1LayerParameter.slice_param', index=36, + number=31, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='tanh_param', full_name='caffe.V1LayerParameter.tanh_param', index=37, + number=37, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='threshold_param', full_name='caffe.V1LayerParameter.threshold_param', index=38, + number=25, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='window_data_param', full_name='caffe.V1LayerParameter.window_data_param', index=39, + number=20, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='transform_param', full_name='caffe.V1LayerParameter.transform_param', index=40, + number=36, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='loss_param', full_name='caffe.V1LayerParameter.loss_param', index=41, + number=42, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='layer', full_name='caffe.V1LayerParameter.layer', index=42, + number=1, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + _V1LAYERPARAMETER_LAYERTYPE, + _V1LAYERPARAMETER_DIMCHECKMODE, + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=11348, + serialized_end=13876, +) + + +_V0LAYERPARAMETER = _descriptor.Descriptor( + name='V0LayerParameter', + full_name='caffe.V0LayerParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='name', full_name='caffe.V0LayerParameter.name', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='type', full_name='caffe.V0LayerParameter.type', index=1, + number=2, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='num_output', full_name='caffe.V0LayerParameter.num_output', index=2, + number=3, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='biasterm', full_name='caffe.V0LayerParameter.biasterm', index=3, + number=4, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=True, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='weight_filler', full_name='caffe.V0LayerParameter.weight_filler', index=4, + number=5, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='bias_filler', full_name='caffe.V0LayerParameter.bias_filler', index=5, + number=6, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='pad', full_name='caffe.V0LayerParameter.pad', index=6, + number=7, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='kernelsize', full_name='caffe.V0LayerParameter.kernelsize', index=7, + number=8, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='group', full_name='caffe.V0LayerParameter.group', index=8, + number=9, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='stride', full_name='caffe.V0LayerParameter.stride', index=9, + number=10, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='pool', full_name='caffe.V0LayerParameter.pool', index=10, + number=11, type=14, cpp_type=8, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='dropout_ratio', full_name='caffe.V0LayerParameter.dropout_ratio', index=11, + number=12, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=0.5, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='local_size', full_name='caffe.V0LayerParameter.local_size', index=12, + number=13, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=5, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='alpha', full_name='caffe.V0LayerParameter.alpha', index=13, + number=14, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='beta', full_name='caffe.V0LayerParameter.beta', index=14, + number=15, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=0.75, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='k', full_name='caffe.V0LayerParameter.k', index=15, + number=22, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='source', full_name='caffe.V0LayerParameter.source', index=16, + number=16, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='scale', full_name='caffe.V0LayerParameter.scale', index=17, + number=17, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='meanfile', full_name='caffe.V0LayerParameter.meanfile', index=18, + number=18, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=unicode("", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='batchsize', full_name='caffe.V0LayerParameter.batchsize', index=19, + number=19, type=13, cpp_type=3, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='cropsize', full_name='caffe.V0LayerParameter.cropsize', index=20, + number=20, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='mirror', full_name='caffe.V0LayerParameter.mirror', index=21, + number=21, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='blobs', full_name='caffe.V0LayerParameter.blobs', index=22, + number=50, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='blobs_lr', full_name='caffe.V0LayerParameter.blobs_lr', index=23, + number=51, type=2, cpp_type=6, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='weight_decay', full_name='caffe.V0LayerParameter.weight_decay', index=24, + number=52, type=2, cpp_type=6, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='rand_skip', full_name='caffe.V0LayerParameter.rand_skip', index=25, + number=53, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='det_fg_threshold', full_name='caffe.V0LayerParameter.det_fg_threshold', index=26, + number=54, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=0.5, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='det_bg_threshold', full_name='caffe.V0LayerParameter.det_bg_threshold', index=27, + number=55, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=0.5, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='det_fg_fraction', full_name='caffe.V0LayerParameter.det_fg_fraction', index=28, + number=56, type=2, cpp_type=6, label=1, + has_default_value=True, default_value=0.25, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='det_context_pad', full_name='caffe.V0LayerParameter.det_context_pad', index=29, + number=58, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='det_crop_mode', full_name='caffe.V0LayerParameter.det_crop_mode', index=30, + number=59, type=9, cpp_type=9, label=1, + has_default_value=True, default_value=unicode("warp", "utf-8"), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='new_num', full_name='caffe.V0LayerParameter.new_num', index=31, + number=60, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='new_channels', full_name='caffe.V0LayerParameter.new_channels', index=32, + number=61, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='new_height', full_name='caffe.V0LayerParameter.new_height', index=33, + number=62, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='new_width', full_name='caffe.V0LayerParameter.new_width', index=34, + number=63, type=5, cpp_type=1, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='shuffle_images', full_name='caffe.V0LayerParameter.shuffle_images', index=35, + number=64, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='concat_dim', full_name='caffe.V0LayerParameter.concat_dim', index=36, + number=65, type=13, cpp_type=3, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='hdf5_output_param', full_name='caffe.V0LayerParameter.hdf5_output_param', index=37, + number=1001, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + _V0LAYERPARAMETER_POOLMETHOD, + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=13879, + serialized_end=14900, +) + + +_PRELUPARAMETER = _descriptor.Descriptor( + name='PReLUParameter', + full_name='caffe.PReLUParameter', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='filler', full_name='caffe.PReLUParameter.filler', index=0, + number=1, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='channel_shared', full_name='caffe.PReLUParameter.channel_shared', index=1, + number=2, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + serialized_start=14902, + serialized_end=14989, +) + +_BLOBPROTO.fields_by_name['shape'].message_type = _BLOBSHAPE +_BLOBPROTOVECTOR.fields_by_name['blobs'].message_type = _BLOBPROTO +_FILLERPARAMETER.fields_by_name['variance_norm'].enum_type = _FILLERPARAMETER_VARIANCENORM +_FILLERPARAMETER_VARIANCENORM.containing_type = _FILLERPARAMETER; +_NETPARAMETER.fields_by_name['input_shape'].message_type = _BLOBSHAPE +_NETPARAMETER.fields_by_name['state'].message_type = _NETSTATE +_NETPARAMETER.fields_by_name['layer'].message_type = _LAYERPARAMETER +_NETPARAMETER.fields_by_name['layers'].message_type = _V1LAYERPARAMETER +_SOLVERPARAMETER.fields_by_name['net_param'].message_type = _NETPARAMETER +_SOLVERPARAMETER.fields_by_name['train_net_param'].message_type = _NETPARAMETER +_SOLVERPARAMETER.fields_by_name['test_net_param'].message_type = _NETPARAMETER +_SOLVERPARAMETER.fields_by_name['train_state'].message_type = _NETSTATE +_SOLVERPARAMETER.fields_by_name['test_state'].message_type = _NETSTATE +_SOLVERPARAMETER.fields_by_name['snapshot_format'].enum_type = _SOLVERPARAMETER_SNAPSHOTFORMAT +_SOLVERPARAMETER.fields_by_name['solver_mode'].enum_type = _SOLVERPARAMETER_SOLVERMODE +_SOLVERPARAMETER.fields_by_name['solver_type'].enum_type = _SOLVERPARAMETER_SOLVERTYPE +_SOLVERPARAMETER_SNAPSHOTFORMAT.containing_type = _SOLVERPARAMETER; +_SOLVERPARAMETER_SOLVERMODE.containing_type = _SOLVERPARAMETER; +_SOLVERPARAMETER_SOLVERTYPE.containing_type = _SOLVERPARAMETER; +_SOLVERSTATE.fields_by_name['history'].message_type = _BLOBPROTO +_NETSTATE.fields_by_name['phase'].enum_type = _PHASE +_NETSTATERULE.fields_by_name['phase'].enum_type = _PHASE +_PARAMSPEC.fields_by_name['share_mode'].enum_type = _PARAMSPEC_DIMCHECKMODE +_PARAMSPEC_DIMCHECKMODE.containing_type = _PARAMSPEC; +_LAYERPARAMETER.fields_by_name['phase'].enum_type = _PHASE +_LAYERPARAMETER.fields_by_name['param'].message_type = _PARAMSPEC +_LAYERPARAMETER.fields_by_name['blobs'].message_type = _BLOBPROTO +_LAYERPARAMETER.fields_by_name['include'].message_type = _NETSTATERULE +_LAYERPARAMETER.fields_by_name['exclude'].message_type = _NETSTATERULE +_LAYERPARAMETER.fields_by_name['transform_param'].message_type = _TRANSFORMATIONPARAMETER +_LAYERPARAMETER.fields_by_name['loss_param'].message_type = _LOSSPARAMETER +_LAYERPARAMETER.fields_by_name['accuracy_param'].message_type = _ACCURACYPARAMETER +_LAYERPARAMETER.fields_by_name['argmax_param'].message_type = _ARGMAXPARAMETER +_LAYERPARAMETER.fields_by_name['batch_norm_param'].message_type = _BATCHNORMPARAMETER +_LAYERPARAMETER.fields_by_name['bias_param'].message_type = _BIASPARAMETER +_LAYERPARAMETER.fields_by_name['concat_param'].message_type = _CONCATPARAMETER +_LAYERPARAMETER.fields_by_name['contrastive_loss_param'].message_type = _CONTRASTIVELOSSPARAMETER +_LAYERPARAMETER.fields_by_name['convolution_param'].message_type = _CONVOLUTIONPARAMETER +_LAYERPARAMETER.fields_by_name['crop_param'].message_type = _CROPPARAMETER +_LAYERPARAMETER.fields_by_name['data_param'].message_type = _DATAPARAMETER +_LAYERPARAMETER.fields_by_name['dropout_param'].message_type = _DROPOUTPARAMETER +_LAYERPARAMETER.fields_by_name['dummy_data_param'].message_type = _DUMMYDATAPARAMETER +_LAYERPARAMETER.fields_by_name['eltwise_param'].message_type = _ELTWISEPARAMETER +_LAYERPARAMETER.fields_by_name['elu_param'].message_type = _ELUPARAMETER +_LAYERPARAMETER.fields_by_name['embed_param'].message_type = _EMBEDPARAMETER +_LAYERPARAMETER.fields_by_name['exp_param'].message_type = _EXPPARAMETER +_LAYERPARAMETER.fields_by_name['flatten_param'].message_type = _FLATTENPARAMETER +_LAYERPARAMETER.fields_by_name['hdf5_data_param'].message_type = _HDF5DATAPARAMETER +_LAYERPARAMETER.fields_by_name['hdf5_output_param'].message_type = _HDF5OUTPUTPARAMETER +_LAYERPARAMETER.fields_by_name['hinge_loss_param'].message_type = _HINGELOSSPARAMETER +_LAYERPARAMETER.fields_by_name['image_data_param'].message_type = _IMAGEDATAPARAMETER +_LAYERPARAMETER.fields_by_name['infogain_loss_param'].message_type = _INFOGAINLOSSPARAMETER +_LAYERPARAMETER.fields_by_name['inner_product_param'].message_type = _INNERPRODUCTPARAMETER +_LAYERPARAMETER.fields_by_name['input_param'].message_type = _INPUTPARAMETER +_LAYERPARAMETER.fields_by_name['log_param'].message_type = _LOGPARAMETER +_LAYERPARAMETER.fields_by_name['lrn_param'].message_type = _LRNPARAMETER +_LAYERPARAMETER.fields_by_name['memory_data_param'].message_type = _MEMORYDATAPARAMETER +_LAYERPARAMETER.fields_by_name['mvn_param'].message_type = _MVNPARAMETER +_LAYERPARAMETER.fields_by_name['pooling_param'].message_type = _POOLINGPARAMETER +_LAYERPARAMETER.fields_by_name['power_param'].message_type = _POWERPARAMETER +_LAYERPARAMETER.fields_by_name['prelu_param'].message_type = _PRELUPARAMETER +_LAYERPARAMETER.fields_by_name['python_param'].message_type = _PYTHONPARAMETER +_LAYERPARAMETER.fields_by_name['reduction_param'].message_type = _REDUCTIONPARAMETER +_LAYERPARAMETER.fields_by_name['relu_param'].message_type = _RELUPARAMETER +_LAYERPARAMETER.fields_by_name['reshape_param'].message_type = _RESHAPEPARAMETER +_LAYERPARAMETER.fields_by_name['scale_param'].message_type = _SCALEPARAMETER +_LAYERPARAMETER.fields_by_name['sigmoid_param'].message_type = _SIGMOIDPARAMETER +_LAYERPARAMETER.fields_by_name['softmax_param'].message_type = _SOFTMAXPARAMETER +_LAYERPARAMETER.fields_by_name['spp_param'].message_type = _SPPPARAMETER +_LAYERPARAMETER.fields_by_name['slice_param'].message_type = _SLICEPARAMETER +_LAYERPARAMETER.fields_by_name['tanh_param'].message_type = _TANHPARAMETER +_LAYERPARAMETER.fields_by_name['threshold_param'].message_type = _THRESHOLDPARAMETER +_LAYERPARAMETER.fields_by_name['tile_param'].message_type = _TILEPARAMETER +_LAYERPARAMETER.fields_by_name['window_data_param'].message_type = _WINDOWDATAPARAMETER +_LOSSPARAMETER.fields_by_name['normalization'].enum_type = _LOSSPARAMETER_NORMALIZATIONMODE +_LOSSPARAMETER_NORMALIZATIONMODE.containing_type = _LOSSPARAMETER; +_BIASPARAMETER.fields_by_name['filler'].message_type = _FILLERPARAMETER +_CONVOLUTIONPARAMETER.fields_by_name['weight_filler'].message_type = _FILLERPARAMETER +_CONVOLUTIONPARAMETER.fields_by_name['bias_filler'].message_type = _FILLERPARAMETER +_CONVOLUTIONPARAMETER.fields_by_name['engine'].enum_type = _CONVOLUTIONPARAMETER_ENGINE +_CONVOLUTIONPARAMETER_ENGINE.containing_type = _CONVOLUTIONPARAMETER; +_DATAPARAMETER.fields_by_name['backend'].enum_type = _DATAPARAMETER_DB +_DATAPARAMETER_DB.containing_type = _DATAPARAMETER; +_DUMMYDATAPARAMETER.fields_by_name['data_filler'].message_type = _FILLERPARAMETER +_DUMMYDATAPARAMETER.fields_by_name['shape'].message_type = _BLOBSHAPE +_ELTWISEPARAMETER.fields_by_name['operation'].enum_type = _ELTWISEPARAMETER_ELTWISEOP +_ELTWISEPARAMETER_ELTWISEOP.containing_type = _ELTWISEPARAMETER; +_EMBEDPARAMETER.fields_by_name['weight_filler'].message_type = _FILLERPARAMETER +_EMBEDPARAMETER.fields_by_name['bias_filler'].message_type = _FILLERPARAMETER +_HINGELOSSPARAMETER.fields_by_name['norm'].enum_type = _HINGELOSSPARAMETER_NORM +_HINGELOSSPARAMETER_NORM.containing_type = _HINGELOSSPARAMETER; +_INNERPRODUCTPARAMETER.fields_by_name['weight_filler'].message_type = _FILLERPARAMETER +_INNERPRODUCTPARAMETER.fields_by_name['bias_filler'].message_type = _FILLERPARAMETER +_INPUTPARAMETER.fields_by_name['shape'].message_type = _BLOBSHAPE +_LRNPARAMETER.fields_by_name['norm_region'].enum_type = _LRNPARAMETER_NORMREGION +_LRNPARAMETER.fields_by_name['engine'].enum_type = _LRNPARAMETER_ENGINE +_LRNPARAMETER_NORMREGION.containing_type = _LRNPARAMETER; +_LRNPARAMETER_ENGINE.containing_type = _LRNPARAMETER; +_POOLINGPARAMETER.fields_by_name['pool'].enum_type = _POOLINGPARAMETER_POOLMETHOD +_POOLINGPARAMETER.fields_by_name['engine'].enum_type = _POOLINGPARAMETER_ENGINE +_POOLINGPARAMETER_POOLMETHOD.containing_type = _POOLINGPARAMETER; +_POOLINGPARAMETER_ENGINE.containing_type = _POOLINGPARAMETER; +_REDUCTIONPARAMETER.fields_by_name['operation'].enum_type = _REDUCTIONPARAMETER_REDUCTIONOP +_REDUCTIONPARAMETER_REDUCTIONOP.containing_type = _REDUCTIONPARAMETER; +_RELUPARAMETER.fields_by_name['engine'].enum_type = _RELUPARAMETER_ENGINE +_RELUPARAMETER_ENGINE.containing_type = _RELUPARAMETER; +_RESHAPEPARAMETER.fields_by_name['shape'].message_type = _BLOBSHAPE +_SCALEPARAMETER.fields_by_name['filler'].message_type = _FILLERPARAMETER +_SCALEPARAMETER.fields_by_name['bias_filler'].message_type = _FILLERPARAMETER +_SIGMOIDPARAMETER.fields_by_name['engine'].enum_type = _SIGMOIDPARAMETER_ENGINE +_SIGMOIDPARAMETER_ENGINE.containing_type = _SIGMOIDPARAMETER; +_SOFTMAXPARAMETER.fields_by_name['engine'].enum_type = _SOFTMAXPARAMETER_ENGINE +_SOFTMAXPARAMETER_ENGINE.containing_type = _SOFTMAXPARAMETER; +_TANHPARAMETER.fields_by_name['engine'].enum_type = _TANHPARAMETER_ENGINE +_TANHPARAMETER_ENGINE.containing_type = _TANHPARAMETER; +_SPPPARAMETER.fields_by_name['pool'].enum_type = _SPPPARAMETER_POOLMETHOD +_SPPPARAMETER.fields_by_name['engine'].enum_type = _SPPPARAMETER_ENGINE +_SPPPARAMETER_POOLMETHOD.containing_type = _SPPPARAMETER; +_SPPPARAMETER_ENGINE.containing_type = _SPPPARAMETER; +_V1LAYERPARAMETER.fields_by_name['include'].message_type = _NETSTATERULE +_V1LAYERPARAMETER.fields_by_name['exclude'].message_type = _NETSTATERULE +_V1LAYERPARAMETER.fields_by_name['type'].enum_type = _V1LAYERPARAMETER_LAYERTYPE +_V1LAYERPARAMETER.fields_by_name['blobs'].message_type = _BLOBPROTO +_V1LAYERPARAMETER.fields_by_name['blob_share_mode'].enum_type = _V1LAYERPARAMETER_DIMCHECKMODE +_V1LAYERPARAMETER.fields_by_name['accuracy_param'].message_type = _ACCURACYPARAMETER +_V1LAYERPARAMETER.fields_by_name['argmax_param'].message_type = _ARGMAXPARAMETER +_V1LAYERPARAMETER.fields_by_name['concat_param'].message_type = _CONCATPARAMETER +_V1LAYERPARAMETER.fields_by_name['contrastive_loss_param'].message_type = _CONTRASTIVELOSSPARAMETER +_V1LAYERPARAMETER.fields_by_name['convolution_param'].message_type = _CONVOLUTIONPARAMETER +_V1LAYERPARAMETER.fields_by_name['data_param'].message_type = _DATAPARAMETER +_V1LAYERPARAMETER.fields_by_name['dropout_param'].message_type = _DROPOUTPARAMETER +_V1LAYERPARAMETER.fields_by_name['dummy_data_param'].message_type = _DUMMYDATAPARAMETER +_V1LAYERPARAMETER.fields_by_name['eltwise_param'].message_type = _ELTWISEPARAMETER +_V1LAYERPARAMETER.fields_by_name['exp_param'].message_type = _EXPPARAMETER +_V1LAYERPARAMETER.fields_by_name['hdf5_data_param'].message_type = _HDF5DATAPARAMETER +_V1LAYERPARAMETER.fields_by_name['hdf5_output_param'].message_type = _HDF5OUTPUTPARAMETER +_V1LAYERPARAMETER.fields_by_name['hinge_loss_param'].message_type = _HINGELOSSPARAMETER +_V1LAYERPARAMETER.fields_by_name['image_data_param'].message_type = _IMAGEDATAPARAMETER +_V1LAYERPARAMETER.fields_by_name['infogain_loss_param'].message_type = _INFOGAINLOSSPARAMETER +_V1LAYERPARAMETER.fields_by_name['inner_product_param'].message_type = _INNERPRODUCTPARAMETER +_V1LAYERPARAMETER.fields_by_name['lrn_param'].message_type = _LRNPARAMETER +_V1LAYERPARAMETER.fields_by_name['memory_data_param'].message_type = _MEMORYDATAPARAMETER +_V1LAYERPARAMETER.fields_by_name['mvn_param'].message_type = _MVNPARAMETER +_V1LAYERPARAMETER.fields_by_name['pooling_param'].message_type = _POOLINGPARAMETER +_V1LAYERPARAMETER.fields_by_name['power_param'].message_type = _POWERPARAMETER +_V1LAYERPARAMETER.fields_by_name['relu_param'].message_type = _RELUPARAMETER +_V1LAYERPARAMETER.fields_by_name['sigmoid_param'].message_type = _SIGMOIDPARAMETER +_V1LAYERPARAMETER.fields_by_name['softmax_param'].message_type = _SOFTMAXPARAMETER +_V1LAYERPARAMETER.fields_by_name['slice_param'].message_type = _SLICEPARAMETER +_V1LAYERPARAMETER.fields_by_name['tanh_param'].message_type = _TANHPARAMETER +_V1LAYERPARAMETER.fields_by_name['threshold_param'].message_type = _THRESHOLDPARAMETER +_V1LAYERPARAMETER.fields_by_name['window_data_param'].message_type = _WINDOWDATAPARAMETER +_V1LAYERPARAMETER.fields_by_name['transform_param'].message_type = _TRANSFORMATIONPARAMETER +_V1LAYERPARAMETER.fields_by_name['loss_param'].message_type = _LOSSPARAMETER +_V1LAYERPARAMETER.fields_by_name['layer'].message_type = _V0LAYERPARAMETER +_V1LAYERPARAMETER_LAYERTYPE.containing_type = _V1LAYERPARAMETER; +_V1LAYERPARAMETER_DIMCHECKMODE.containing_type = _V1LAYERPARAMETER; +_V0LAYERPARAMETER.fields_by_name['weight_filler'].message_type = _FILLERPARAMETER +_V0LAYERPARAMETER.fields_by_name['bias_filler'].message_type = _FILLERPARAMETER +_V0LAYERPARAMETER.fields_by_name['pool'].enum_type = _V0LAYERPARAMETER_POOLMETHOD +_V0LAYERPARAMETER.fields_by_name['blobs'].message_type = _BLOBPROTO +_V0LAYERPARAMETER.fields_by_name['hdf5_output_param'].message_type = _HDF5OUTPUTPARAMETER +_V0LAYERPARAMETER_POOLMETHOD.containing_type = _V0LAYERPARAMETER; +_PRELUPARAMETER.fields_by_name['filler'].message_type = _FILLERPARAMETER +DESCRIPTOR.message_types_by_name['BlobShape'] = _BLOBSHAPE +DESCRIPTOR.message_types_by_name['BlobProto'] = _BLOBPROTO +DESCRIPTOR.message_types_by_name['BlobProtoVector'] = _BLOBPROTOVECTOR +DESCRIPTOR.message_types_by_name['Datum'] = _DATUM +DESCRIPTOR.message_types_by_name['FillerParameter'] = _FILLERPARAMETER +DESCRIPTOR.message_types_by_name['NetParameter'] = _NETPARAMETER +DESCRIPTOR.message_types_by_name['SolverParameter'] = _SOLVERPARAMETER +DESCRIPTOR.message_types_by_name['SolverState'] = _SOLVERSTATE +DESCRIPTOR.message_types_by_name['NetState'] = _NETSTATE +DESCRIPTOR.message_types_by_name['NetStateRule'] = _NETSTATERULE +DESCRIPTOR.message_types_by_name['ParamSpec'] = _PARAMSPEC +DESCRIPTOR.message_types_by_name['LayerParameter'] = _LAYERPARAMETER +DESCRIPTOR.message_types_by_name['TransformationParameter'] = _TRANSFORMATIONPARAMETER +DESCRIPTOR.message_types_by_name['LossParameter'] = _LOSSPARAMETER +DESCRIPTOR.message_types_by_name['AccuracyParameter'] = _ACCURACYPARAMETER +DESCRIPTOR.message_types_by_name['ArgMaxParameter'] = _ARGMAXPARAMETER +DESCRIPTOR.message_types_by_name['ConcatParameter'] = _CONCATPARAMETER +DESCRIPTOR.message_types_by_name['BatchNormParameter'] = _BATCHNORMPARAMETER +DESCRIPTOR.message_types_by_name['BiasParameter'] = _BIASPARAMETER +DESCRIPTOR.message_types_by_name['ContrastiveLossParameter'] = _CONTRASTIVELOSSPARAMETER +DESCRIPTOR.message_types_by_name['ConvolutionParameter'] = _CONVOLUTIONPARAMETER +DESCRIPTOR.message_types_by_name['CropParameter'] = _CROPPARAMETER +DESCRIPTOR.message_types_by_name['DataParameter'] = _DATAPARAMETER +DESCRIPTOR.message_types_by_name['DropoutParameter'] = _DROPOUTPARAMETER +DESCRIPTOR.message_types_by_name['DummyDataParameter'] = _DUMMYDATAPARAMETER +DESCRIPTOR.message_types_by_name['EltwiseParameter'] = _ELTWISEPARAMETER +DESCRIPTOR.message_types_by_name['ELUParameter'] = _ELUPARAMETER +DESCRIPTOR.message_types_by_name['EmbedParameter'] = _EMBEDPARAMETER +DESCRIPTOR.message_types_by_name['ExpParameter'] = _EXPPARAMETER +DESCRIPTOR.message_types_by_name['FlattenParameter'] = _FLATTENPARAMETER +DESCRIPTOR.message_types_by_name['HDF5DataParameter'] = _HDF5DATAPARAMETER +DESCRIPTOR.message_types_by_name['HDF5OutputParameter'] = _HDF5OUTPUTPARAMETER +DESCRIPTOR.message_types_by_name['HingeLossParameter'] = _HINGELOSSPARAMETER +DESCRIPTOR.message_types_by_name['ImageDataParameter'] = _IMAGEDATAPARAMETER +DESCRIPTOR.message_types_by_name['InfogainLossParameter'] = _INFOGAINLOSSPARAMETER +DESCRIPTOR.message_types_by_name['InnerProductParameter'] = _INNERPRODUCTPARAMETER +DESCRIPTOR.message_types_by_name['InputParameter'] = _INPUTPARAMETER +DESCRIPTOR.message_types_by_name['LogParameter'] = _LOGPARAMETER +DESCRIPTOR.message_types_by_name['LRNParameter'] = _LRNPARAMETER +DESCRIPTOR.message_types_by_name['MemoryDataParameter'] = _MEMORYDATAPARAMETER +DESCRIPTOR.message_types_by_name['MVNParameter'] = _MVNPARAMETER +DESCRIPTOR.message_types_by_name['PoolingParameter'] = _POOLINGPARAMETER +DESCRIPTOR.message_types_by_name['PowerParameter'] = _POWERPARAMETER +DESCRIPTOR.message_types_by_name['PythonParameter'] = _PYTHONPARAMETER +DESCRIPTOR.message_types_by_name['ReductionParameter'] = _REDUCTIONPARAMETER +DESCRIPTOR.message_types_by_name['ReLUParameter'] = _RELUPARAMETER +DESCRIPTOR.message_types_by_name['ReshapeParameter'] = _RESHAPEPARAMETER +DESCRIPTOR.message_types_by_name['ScaleParameter'] = _SCALEPARAMETER +DESCRIPTOR.message_types_by_name['SigmoidParameter'] = _SIGMOIDPARAMETER +DESCRIPTOR.message_types_by_name['SliceParameter'] = _SLICEPARAMETER +DESCRIPTOR.message_types_by_name['SoftmaxParameter'] = _SOFTMAXPARAMETER +DESCRIPTOR.message_types_by_name['TanHParameter'] = _TANHPARAMETER +DESCRIPTOR.message_types_by_name['TileParameter'] = _TILEPARAMETER +DESCRIPTOR.message_types_by_name['ThresholdParameter'] = _THRESHOLDPARAMETER +DESCRIPTOR.message_types_by_name['WindowDataParameter'] = _WINDOWDATAPARAMETER +DESCRIPTOR.message_types_by_name['SPPParameter'] = _SPPPARAMETER +DESCRIPTOR.message_types_by_name['V1LayerParameter'] = _V1LAYERPARAMETER +DESCRIPTOR.message_types_by_name['V0LayerParameter'] = _V0LAYERPARAMETER +DESCRIPTOR.message_types_by_name['PReLUParameter'] = _PRELUPARAMETER + +class BlobShape(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _BLOBSHAPE + + # @@protoc_insertion_point(class_scope:caffe.BlobShape) + +class BlobProto(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _BLOBPROTO + + # @@protoc_insertion_point(class_scope:caffe.BlobProto) + +class BlobProtoVector(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _BLOBPROTOVECTOR + + # @@protoc_insertion_point(class_scope:caffe.BlobProtoVector) + +class Datum(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _DATUM + + # @@protoc_insertion_point(class_scope:caffe.Datum) + +class FillerParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _FILLERPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.FillerParameter) + +class NetParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _NETPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.NetParameter) + +class SolverParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _SOLVERPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.SolverParameter) + +class SolverState(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _SOLVERSTATE + + # @@protoc_insertion_point(class_scope:caffe.SolverState) + +class NetState(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _NETSTATE + + # @@protoc_insertion_point(class_scope:caffe.NetState) + +class NetStateRule(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _NETSTATERULE + + # @@protoc_insertion_point(class_scope:caffe.NetStateRule) + +class ParamSpec(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _PARAMSPEC + + # @@protoc_insertion_point(class_scope:caffe.ParamSpec) + +class LayerParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _LAYERPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.LayerParameter) + +class TransformationParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _TRANSFORMATIONPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.TransformationParameter) + +class LossParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _LOSSPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.LossParameter) + +class AccuracyParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _ACCURACYPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.AccuracyParameter) + +class ArgMaxParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _ARGMAXPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.ArgMaxParameter) + +class ConcatParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _CONCATPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.ConcatParameter) + +class BatchNormParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _BATCHNORMPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.BatchNormParameter) + +class BiasParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _BIASPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.BiasParameter) + +class ContrastiveLossParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _CONTRASTIVELOSSPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.ContrastiveLossParameter) + +class ConvolutionParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _CONVOLUTIONPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.ConvolutionParameter) + +class CropParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _CROPPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.CropParameter) + +class DataParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _DATAPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.DataParameter) + +class DropoutParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _DROPOUTPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.DropoutParameter) + +class DummyDataParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _DUMMYDATAPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.DummyDataParameter) + +class EltwiseParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _ELTWISEPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.EltwiseParameter) + +class ELUParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _ELUPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.ELUParameter) + +class EmbedParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _EMBEDPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.EmbedParameter) + +class ExpParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _EXPPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.ExpParameter) + +class FlattenParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _FLATTENPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.FlattenParameter) + +class HDF5DataParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _HDF5DATAPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.HDF5DataParameter) + +class HDF5OutputParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _HDF5OUTPUTPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.HDF5OutputParameter) + +class HingeLossParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _HINGELOSSPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.HingeLossParameter) + +class ImageDataParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _IMAGEDATAPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.ImageDataParameter) + +class InfogainLossParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _INFOGAINLOSSPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.InfogainLossParameter) + +class InnerProductParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _INNERPRODUCTPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.InnerProductParameter) + +class InputParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _INPUTPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.InputParameter) + +class LogParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _LOGPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.LogParameter) + +class LRNParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _LRNPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.LRNParameter) + +class MemoryDataParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _MEMORYDATAPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.MemoryDataParameter) + +class MVNParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _MVNPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.MVNParameter) + +class PoolingParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _POOLINGPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.PoolingParameter) + +class PowerParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _POWERPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.PowerParameter) + +class PythonParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _PYTHONPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.PythonParameter) + +class ReductionParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _REDUCTIONPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.ReductionParameter) + +class ReLUParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _RELUPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.ReLUParameter) + +class ReshapeParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _RESHAPEPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.ReshapeParameter) + +class ScaleParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _SCALEPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.ScaleParameter) + +class SigmoidParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _SIGMOIDPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.SigmoidParameter) + +class SliceParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _SLICEPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.SliceParameter) + +class SoftmaxParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _SOFTMAXPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.SoftmaxParameter) + +class TanHParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _TANHPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.TanHParameter) + +class TileParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _TILEPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.TileParameter) + +class ThresholdParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _THRESHOLDPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.ThresholdParameter) + +class WindowDataParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _WINDOWDATAPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.WindowDataParameter) + +class SPPParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _SPPPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.SPPParameter) + +class V1LayerParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _V1LAYERPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.V1LayerParameter) + +class V0LayerParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _V0LAYERPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.V0LayerParameter) + +class PReLUParameter(_message.Message): + __metaclass__ = _reflection.GeneratedProtocolMessageType + DESCRIPTOR = _PRELUPARAMETER + + # @@protoc_insertion_point(class_scope:caffe.PReLUParameter) + + +_BLOBSHAPE.fields_by_name['dim'].has_options = True +_BLOBSHAPE.fields_by_name['dim']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), '\020\001') +_BLOBPROTO.fields_by_name['data'].has_options = True +_BLOBPROTO.fields_by_name['data']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), '\020\001') +_BLOBPROTO.fields_by_name['diff'].has_options = True +_BLOBPROTO.fields_by_name['diff']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), '\020\001') +_BLOBPROTO.fields_by_name['double_data'].has_options = True +_BLOBPROTO.fields_by_name['double_data']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), '\020\001') +_BLOBPROTO.fields_by_name['double_diff'].has_options = True +_BLOBPROTO.fields_by_name['double_diff']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), '\020\001') +# @@protoc_insertion_point(module_scope) diff --git a/kaffe/caffe/resolver.py b/kaffe/caffe/resolver.py new file mode 100644 index 0000000..b9580a7 --- /dev/null +++ b/kaffe/caffe/resolver.py @@ -0,0 +1,48 @@ +import sys + +SHARED_CAFFE_RESOLVER = None + +class CaffeResolver(object): + def __init__(self): + self.import_caffe() + + def import_caffe(self): + self.caffe = None + try: + # Try to import PyCaffe first + import caffe + self.caffe = caffe + except ImportError: + # Fall back to the protobuf implementation + from . import caffepb + self.caffepb = caffepb + show_fallback_warning() + if self.caffe: + # Use the protobuf code from the imported distribution. + # This way, Caffe variants with custom layers will work. + self.caffepb = self.caffe.proto.caffe_pb2 + self.NetParameter = self.caffepb.NetParameter + + def has_pycaffe(self): + return self.caffe is not None + +def get_caffe_resolver(): + global SHARED_CAFFE_RESOLVER + if SHARED_CAFFE_RESOLVER is None: + SHARED_CAFFE_RESOLVER = CaffeResolver() + return SHARED_CAFFE_RESOLVER + +def has_pycaffe(): + return get_caffe_resolver().has_pycaffe() + +def show_fallback_warning(): + msg = ''' +------------------------------------------------------------ + WARNING: PyCaffe not found! + Falling back to a pure protocol buffer implementation. + * Conversions will be drastically slower. + * This backend is UNTESTED! +------------------------------------------------------------ + +''' + sys.stderr.write(msg) diff --git a/kaffe/tensorflow/__init__.py b/kaffe/tensorflow/__init__.py index 0ce9cf9..fc70e55 100644 --- a/kaffe/tensorflow/__init__.py +++ b/kaffe/tensorflow/__init__.py @@ -1,2 +1,3 @@ from .transformer import TensorFlowTransformer -from .network import Network +from .network_expr import Network_Expr +from .network_shape import Network_Shape diff --git a/kaffe/tensorflow/transformer.py b/kaffe/tensorflow/transformer.py index 34bfc9a..72861fc 100644 --- a/kaffe/tensorflow/transformer.py +++ b/kaffe/tensorflow/transformer.py @@ -6,7 +6,7 @@ from ..transformers import (DataInjector, DataReshaper, NodeRenamer, ReLUFuser, BatchNormScaleBiasFuser, BatchNormPreprocessor, ParameterNamer) -from . import network +from . import network_expr def get_padding_type(kernel_params, input_shape, output_shape): @@ -82,7 +82,7 @@ def get_kernel_params(self, node): input_shape = node.get_only_parent().output_shape padding = get_padding_type(kernel_params, input_shape, node.output_shape) # Only emit the padding if it's not the default value. - padding = {'padding': padding} if padding != network.DEFAULT_PADDING else {} + padding = {'padding': padding} if padding != network_expr.DEFAULT_PADDING else {} return (kernel_params, padding) def map_convolution(self, node):