diff --git "a/face_recognition/face_detect/vision/datasets/caffe_pb2.py" "b/face_recognition/face_detect/vision/datasets/caffe_pb2.py"
deleted file mode 100644--- "a/face_recognition/face_detect/vision/datasets/caffe_pb2.py"
+++ /dev/null
@@ -1,5888 +0,0 @@
-# Generated by the protocol buffer compiler.  DO NOT EDIT!
-# source: caffe.proto
-
-import sys
-_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
-from google.protobuf.internal import enum_type_wrapper
-from google.protobuf import descriptor as _descriptor
-from google.protobuf import message as _message
-from google.protobuf import reflection as _reflection
-from google.protobuf import symbol_database as _symbol_database
-from google.protobuf import descriptor_pb2
-# @@protoc_insertion_point(imports)
-
-_sym_db = _symbol_database.Default()
-
-
-
-
-DESCRIPTOR = _descriptor.FileDescriptor(
-  name='caffe.proto',
-  package='caffe',
-  syntax='proto2',
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-)
-_sym_db.RegisterFileDescriptor(DESCRIPTOR)
-
-_PHASE = _descriptor.EnumDescriptor(
-  name='Phase',
-  full_name='caffe.Phase',
-  filename=None,
-  file=DESCRIPTOR,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='TRAIN', index=0, number=0,
-      options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='TEST', index=1, number=1,
-      options=None,
-      type=None),
-  ],
-  containing_type=None,
-  options=None,
-  serialized_start=15403,
-  serialized_end=15431,
-)
-_sym_db.RegisterEnumDescriptor(_PHASE)
-
-Phase = enum_type_wrapper.EnumTypeWrapper(_PHASE)
-TRAIN = 0
-TEST = 1
-
-
-_FILLERPARAMETER_VARIANCENORM = _descriptor.EnumDescriptor(
-  name='VarianceNorm',
-  full_name='caffe.FillerParameter.VarianceNorm',
-  filename=None,
-  file=DESCRIPTOR,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='FAN_IN', index=0, number=0,
-      options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='FAN_OUT', index=1, number=1,
-      options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='AVERAGE', index=2, number=2,
-      options=None,
-      type=None),
-  ],
-  containing_type=None,
-  options=None,
-  serialized_start=658,
-  serialized_end=710,
-)
-_sym_db.RegisterEnumDescriptor(_FILLERPARAMETER_VARIANCENORM)
-
-_SOLVERPARAMETER_SNAPSHOTFORMAT = _descriptor.EnumDescriptor(
-  name='SnapshotFormat',
-  full_name='caffe.SolverParameter.SnapshotFormat',
-  filename=None,
-  file=DESCRIPTOR,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='HDF5', index=0, number=0,
-      options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='BINARYPROTO', index=1, number=1,
-      options=None,
-      type=None),
-  ],
-  containing_type=None,
-  options=None,
-  serialized_start=2171,
-  serialized_end=2214,
-)
-_sym_db.RegisterEnumDescriptor(_SOLVERPARAMETER_SNAPSHOTFORMAT)
-
-_SOLVERPARAMETER_SOLVERMODE = _descriptor.EnumDescriptor(
-  name='SolverMode',
-  full_name='caffe.SolverParameter.SolverMode',
-  filename=None,
-  file=DESCRIPTOR,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='CPU', index=0, number=0,
-      options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='GPU', index=1, number=1,
-      options=None,
-      type=None),
-  ],
-  containing_type=None,
-  options=None,
-  serialized_start=2216,
-  serialized_end=2246,
-)
-_sym_db.RegisterEnumDescriptor(_SOLVERPARAMETER_SOLVERMODE)
-
-_SOLVERPARAMETER_SOLVERTYPE = _descriptor.EnumDescriptor(
-  name='SolverType',
-  full_name='caffe.SolverParameter.SolverType',
-  filename=None,
-  file=DESCRIPTOR,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='SGD', index=0, number=0,
-      options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='NESTEROV', index=1, number=1,
-      options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='ADAGRAD', index=2, number=2,
-      options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='RMSPROP', index=3, number=3,
-      options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='ADADELTA', index=4, number=4,
-      options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='ADAM', index=5, number=5,
-      options=None,
-      type=None),
-  ],
-  containing_type=None,
-  options=None,
-  serialized_start=2248,
-  serialized_end=2333,
-)
-_sym_db.RegisterEnumDescriptor(_SOLVERPARAMETER_SOLVERTYPE)
-
-_PARAMSPEC_DIMCHECKMODE = _descriptor.EnumDescriptor(
-  name='DimCheckMode',
-  full_name='caffe.ParamSpec.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=2764,
-  serialized_end=2806,
-)
-_sym_db.RegisterEnumDescriptor(_PARAMSPEC_DIMCHECKMODE)
-
-_LOSSPARAMETER_NORMALIZATIONMODE = _descriptor.EnumDescriptor(
-  name='NormalizationMode',
-  full_name='caffe.LossParameter.NormalizationMode',
-  filename=None,
-  file=DESCRIPTOR,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='FULL', index=0, number=0,
-      options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='VALID', index=1, number=1,
-      options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='BATCH_SIZE', index=2, number=2,
-      options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='NONE', index=3, number=3,
-      options=None,
-      type=None),
-  ],
-  containing_type=None,
-  options=None,
-  serialized_start=5687,
-  serialized_end=5753,
-)
-_sym_db.RegisterEnumDescriptor(_LOSSPARAMETER_NORMALIZATIONMODE)
-
-_CONVOLUTIONPARAMETER_ENGINE = _descriptor.EnumDescriptor(
-  name='Engine',
-  full_name='caffe.ConvolutionParameter.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=6718,
-  serialized_end=6761,
-)
-_sym_db.RegisterEnumDescriptor(_CONVOLUTIONPARAMETER_ENGINE)
-
-_DATAPARAMETER_DB = _descriptor.EnumDescriptor(
-  name='DB',
-  full_name='caffe.DataParameter.DB',
-  filename=None,
-  file=DESCRIPTOR,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='LEVELDB', index=0, number=0,
-      options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='LMDB', index=1, number=1,
-      options=None,
-      type=None),
-  ],
-  containing_type=None,
-  options=None,
-  serialized_start=7079,
-  serialized_end=7106,
-)
-_sym_db.RegisterEnumDescriptor(_DATAPARAMETER_DB)
-
-_ELTWISEPARAMETER_ELTWISEOP = _descriptor.EnumDescriptor(
-  name='EltwiseOp',
-  full_name='caffe.EltwiseParameter.EltwiseOp',
-  filename=None,
-  file=DESCRIPTOR,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='PROD', index=0, number=0,
-      options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='SUM', index=1, number=1,
-      options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='MAX', index=2, number=2,
-      options=None,
-      type=None),
-  ],
-  containing_type=None,
-  options=None,
-  serialized_start=7446,
-  serialized_end=7485,
-)
-_sym_db.RegisterEnumDescriptor(_ELTWISEPARAMETER_ELTWISEOP)
-
-_HINGELOSSPARAMETER_NORM = _descriptor.EnumDescriptor(
-  name='Norm',
-  full_name='caffe.HingeLossParameter.Norm',
-  filename=None,
-  file=DESCRIPTOR,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='L1', index=0, number=1,
-      options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='L2', index=1, number=2,
-      options=None,
-      type=None),
-  ],
-  containing_type=None,
-  options=None,
-  serialized_start=8020,
-  serialized_end=8042,
-)
-_sym_db.RegisterEnumDescriptor(_HINGELOSSPARAMETER_NORM)
-
-_LRNPARAMETER_NORMREGION = _descriptor.EnumDescriptor(
-  name='NormRegion',
-  full_name='caffe.LRNParameter.NormRegion',
-  filename=None,
-  file=DESCRIPTOR,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='ACROSS_CHANNELS', index=0, number=0,
-      options=None,
-      type=None),
-    _descriptor.EnumValueDescriptor(
-      name='WITHIN_CHANNEL', index=1, number=1,
-      options=None,
-      type=None),
-  ],
-  containing_type=None,
-  options=None,
-  serialized_start=8926,
-  serialized_end=8979,
-)
-_sym_db.RegisterEnumDescriptor(_LRNPARAMETER_NORMREGION)
-
-_LRNPARAMETER_ENGINE = _descriptor.EnumDescriptor(
-  name='Engine',
-  full_name='caffe.LRNParameter.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=6718,
-  serialized_end=6761,
-)
-_sym_db.RegisterEnumDescriptor(_LRNPARAMETER_ENGINE)
-
-_POOLINGPARAMETER_POOLMETHOD = _descriptor.EnumDescriptor(
-  name='PoolMethod',
-  full_name='caffe.PoolingParameter.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=9603,
-  serialized_end=9649,
-)
-_sym_db.RegisterEnumDescriptor(_POOLINGPARAMETER_POOLMETHOD)
-
-_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=6718,
-  serialized_end=6761,
-)
-_sym_db.RegisterEnumDescriptor(_POOLINGPARAMETER_ENGINE)
-
-_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=10189,
-  serialized_end=10242,
-)
-_sym_db.RegisterEnumDescriptor(_REDUCTIONPARAMETER_REDUCTIONOP)
-
-_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=6718,
-  serialized_end=6761,
-)
-_sym_db.RegisterEnumDescriptor(_RELUPARAMETER_ENGINE)
-
-_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=6718,
-  serialized_end=6761,
-)
-_sym_db.RegisterEnumDescriptor(_SIGMOIDPARAMETER_ENGINE)
-
-_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=6718,
-  serialized_end=6761,
-)
-_sym_db.RegisterEnumDescriptor(_SOFTMAXPARAMETER_ENGINE)
-
-_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=6718,
-  serialized_end=6761,
-)
-_sym_db.RegisterEnumDescriptor(_TANHPARAMETER_ENGINE)
-
-_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=9603,
-  serialized_end=9649,
-)
-_sym_db.RegisterEnumDescriptor(_SPPPARAMETER_POOLMETHOD)
-
-_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=6718,
-  serialized_end=6761,
-)
-_sym_db.RegisterEnumDescriptor(_SPPPARAMETER_ENGINE)
-
-_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=13644,
-  serialized_end=14244,
-)
-_sym_db.RegisterEnumDescriptor(_V1LAYERPARAMETER_LAYERTYPE)
-
-_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=2764,
-  serialized_end=2806,
-)
-_sym_db.RegisterEnumDescriptor(_V1LAYERPARAMETER_DIMCHECKMODE)
-
-_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=9603,
-  serialized_end=9649,
-)
-_sym_db.RegisterEnumDescriptor(_V0LAYERPARAMETER_POOLMETHOD)
-
-
-_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(), _b('\020\001'))),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  options=None,
-  is_extendable=False,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  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(), _b('\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(), _b('\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(), _b('\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(), _b('\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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  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=_b(""),
-      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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  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=_b("constant").decode('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=float(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=float(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=float(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=float(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=float(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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  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=_b("").decode('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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  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=_b("").decode('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=_b("").decode('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=float(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=_b("").decode('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=float(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=float(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=float(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=float(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=_b("L2").decode('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=float(-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=_b("").decode('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=_b("SGD").decode('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=float(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=float(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=True, default_value=float(0.99),
-      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),
-    _descriptor.FieldDescriptor(
-      name='layer_wise_reduce', full_name='caffe.SolverParameter.layer_wise_reduce', index=40,
-      number=41, 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=[
-    _SOLVERPARAMETER_SNAPSHOTFORMAT,
-    _SOLVERPARAMETER_SOLVERMODE,
-    _SOLVERPARAMETER_SOLVERTYPE,
-  ],
-  options=None,
-  is_extendable=False,
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-)
-
-
-_SOLVERSTATE = _descriptor.Descriptor(
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-      message_type=None, enum_type=None, containing_type=None,
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-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
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-    _descriptor.FieldDescriptor(
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-      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(
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-      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),
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-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  options=None,
-  is_extendable=False,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
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-  serialized_start=2335,
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-)
-
-
-_NETSTATE = _descriptor.Descriptor(
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-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
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-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      options=None),
-    _descriptor.FieldDescriptor(
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-      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),
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-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  options=None,
-  is_extendable=False,
-  syntax='proto2',
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-  oneofs=[
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-  serialized_start=2445,
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-)
-
-
-_NETSTATERULE = _descriptor.Descriptor(
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-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
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-      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(
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-      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(
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-      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(
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-      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(
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-      number=5, type=9, cpp_type=9, label=3,
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-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      options=None),
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-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  options=None,
-  is_extendable=False,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=2525,
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-)
-
-
-_PARAMSPEC = _descriptor.Descriptor(
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-  full_name='caffe.ParamSpec',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
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-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      options=None),
-    _descriptor.FieldDescriptor(
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-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
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-    _descriptor.FieldDescriptor(
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-      has_default_value=True, default_value=float(1),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      options=None),
-    _descriptor.FieldDescriptor(
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-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      options=None),
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-  extensions=[
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-  nested_types=[],
-  enum_types=[
-    _PARAMSPEC_DIMCHECKMODE,
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-  options=None,
-  is_extendable=False,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=2643,
-  serialized_end=2806,
-)
-
-
-_LAYERPARAMETER = _descriptor.Descriptor(
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-  full_name='caffe.LayerParameter',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
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-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      options=None),
-    _descriptor.FieldDescriptor(
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-      has_default_value=False, default_value=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      options=None),
-    _descriptor.FieldDescriptor(
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-      is_extension=False, extension_scope=None,
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-    _descriptor.FieldDescriptor(
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-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      options=None),
-    _descriptor.FieldDescriptor(
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-      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(
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-      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(
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-      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(
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-      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(
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-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      options=None),
-    _descriptor.FieldDescriptor(
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-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
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-    _descriptor.FieldDescriptor(
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-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      options=None),
-    _descriptor.FieldDescriptor(
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-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
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-    _descriptor.FieldDescriptor(
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-      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(
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-      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(
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-      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(
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-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
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-    _descriptor.FieldDescriptor(
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-      message_type=None, enum_type=None, containing_type=None,
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-    _descriptor.FieldDescriptor(
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-      message_type=None, enum_type=None, containing_type=None,
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-    _descriptor.FieldDescriptor(
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-      message_type=None, enum_type=None, containing_type=None,
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-    _descriptor.FieldDescriptor(
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-      message_type=None, enum_type=None, containing_type=None,
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-    _descriptor.FieldDescriptor(
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-      message_type=None, enum_type=None, containing_type=None,
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-    _descriptor.FieldDescriptor(
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-      message_type=None, enum_type=None, containing_type=None,
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-    _descriptor.FieldDescriptor(
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-      message_type=None, enum_type=None, containing_type=None,
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-    _descriptor.FieldDescriptor(
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-      message_type=None, enum_type=None, containing_type=None,
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-    _descriptor.FieldDescriptor(
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-      message_type=None, enum_type=None, containing_type=None,
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-    _descriptor.FieldDescriptor(
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-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
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-    _descriptor.FieldDescriptor(
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-      message_type=None, enum_type=None, containing_type=None,
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-    _descriptor.FieldDescriptor(
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-      message_type=None, enum_type=None, containing_type=None,
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-    _descriptor.FieldDescriptor(
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-      message_type=None, enum_type=None, containing_type=None,
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-    _descriptor.FieldDescriptor(
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-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
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-    _descriptor.FieldDescriptor(
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-      number=113, type=11, cpp_type=10, label=1,
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-      message_type=None, enum_type=None, containing_type=None,
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-    _descriptor.FieldDescriptor(
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-      message_type=None, enum_type=None, containing_type=None,
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-    _descriptor.FieldDescriptor(
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-      has_default_value=False, default_value=None,
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-    _descriptor.FieldDescriptor(
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-    _descriptor.FieldDescriptor(
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-      message_type=None, enum_type=None, containing_type=None,
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-    _descriptor.FieldDescriptor(
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-    _descriptor.FieldDescriptor(
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-      name='pooling_param', full_name='caffe.LayerParameter.pooling_param', index=41,
-      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=42,
-      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=43,
-      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=44,
-      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='recurrent_param', full_name='caffe.LayerParameter.recurrent_param', index=45,
-      number=146, 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=46,
-      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=47,
-      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=48,
-      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=49,
-      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=50,
-      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=51,
-      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=52,
-      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=53,
-      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=54,
-      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=55,
-      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=56,
-      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=57,
-      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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=2809,
-  serialized_end=5371,
-)
-
-
-_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=float(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=_b("").decode('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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=5374,
-  serialized_end=5556,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=5559,
-  serialized_end=5753,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=5755,
-  serialized_end=5831,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=5833,
-  serialized_end=5910,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=5912,
-  serialized_end=5969,
-)
-
-
-_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=float(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=float(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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=5971,
-  serialized_end=6077,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=6079,
-  serialized_end=6172,
-)
-
-
-_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=float(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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=6174,
-  serialized_end=6250,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=6253,
-  serialized_end=6761,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=6763,
-  serialized_end=6811,
-)
-
-
-_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=_b("").decode('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=float(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=_b("").decode('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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=6814,
-  serialized_end=7106,
-)
-
-
-_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=float(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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=7108,
-  serialized_end=7154,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=7157,
-  serialized_end=7317,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=7320,
-  serialized_end=7485,
-)
-
-
-_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=float(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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=7487,
-  serialized_end=7519,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=7522,
-  serialized_end=7694,
-)
-
-
-_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=float(-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=float(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=float(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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=7696,
-  serialized_end=7764,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=7766,
-  serialized_end=7823,
-)
-
-
-_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=_b("").decode('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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=7825,
-  serialized_end=7904,
-)
-
-
-_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=_b("").decode('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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=7906,
-  serialized_end=7946,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=7948,
-  serialized_end=8042,
-)
-
-
-_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=_b("").decode('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=float(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=_b("").decode('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=_b("").decode('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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=8045,
-  serialized_end=8324,
-)
-
-
-_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=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      options=None),
-    _descriptor.FieldDescriptor(
-      name='axis', full_name='caffe.InfogainLossParameter.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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=8326,
-  serialized_end=8382,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=8385,
-  serialized_end=8588,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=8590,
-  serialized_end=8639,
-)
-
-
-_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=float(-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=float(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=float(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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=8641,
-  serialized_end=8709,
-)
-
-
-_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=float(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=float(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=float(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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=8712,
-  serialized_end=9024,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=9026,
-  serialized_end=9116,
-)
-
-
-_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=float(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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=9118,
-  serialized_end=9218,
-)
-
-
-_PARAMETERPARAMETER = _descriptor.Descriptor(
-  name='ParameterParameter',
-  full_name='caffe.ParameterParameter',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='shape', full_name='caffe.ParameterParameter.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),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  options=None,
-  is_extendable=False,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=9220,
-  serialized_end=9273,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=9276,
-  serialized_end=9694,
-)
-
-
-_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=float(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=float(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=float(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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=9696,
-  serialized_end=9766,
-)
-
-
-_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=_b("").decode('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=_b("").decode('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=_b("").decode('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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=9768,
-  serialized_end=9871,
-)
-
-
-_RECURRENTPARAMETER = _descriptor.Descriptor(
-  name='RecurrentParameter',
-  full_name='caffe.RecurrentParameter',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='num_output', full_name='caffe.RecurrentParameter.num_output', index=0,
-      number=1, 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='weight_filler', full_name='caffe.RecurrentParameter.weight_filler', index=1,
-      number=2, 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.RecurrentParameter.bias_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='debug_info', full_name='caffe.RecurrentParameter.debug_info', 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='expose_hidden', full_name='caffe.RecurrentParameter.expose_hidden', 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),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  options=None,
-  is_extendable=False,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=9874,
-  serialized_end=10066,
-)
-
-
-_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=float(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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=10069,
-  serialized_end=10242,
-)
-
-
-_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=float(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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=10245,
-  serialized_end=10386,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=10388,
-  serialized_end=10478,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=10481,
-  serialized_end=10646,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=10648,
-  serialized_end=10768,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=10770,
-  serialized_end=10846,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=10849,
-  serialized_end=10986,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=10988,
-  serialized_end=11102,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=11104,
-  serialized_end=11151,
-)
-
-
-_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=float(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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=11153,
-  serialized_end=11195,
-)
-
-
-_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=_b("").decode('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=float(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=_b("").decode('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(
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-      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=float(0.5),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      options=None),
-    _descriptor.FieldDescriptor(
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-      number=8, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(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=float(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=_b("warp").decode('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=_b("").decode('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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=11198,
-  serialized_end=11519,
-)
-
-
-_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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=11522,
-  serialized_end=11757,
-)
-
-
-_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=_b("").decode('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,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=11760,
-  serialized_end=14288,
-)
-
-
-_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=_b("").decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      options=None),
-    _descriptor.FieldDescriptor(
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-      number=2, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('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(
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-_LRNPARAMETER_ENGINE.containing_type = _LRNPARAMETER
-_PARAMETERPARAMETER.fields_by_name['shape'].message_type = _BLOBSHAPE
-_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
-_RECURRENTPARAMETER.fields_by_name['weight_filler'].message_type = _FILLERPARAMETER
-_RECURRENTPARAMETER.fields_by_name['bias_filler'].message_type = _FILLERPARAMETER
-_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['ParameterParameter'] = _PARAMETERPARAMETER
-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['RecurrentParameter'] = _RECURRENTPARAMETER
-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
-DESCRIPTOR.enum_types_by_name['Phase'] = _PHASE
-
-BlobShape = _reflection.GeneratedProtocolMessageType('BlobShape', (_message.Message,), dict(
-  DESCRIPTOR = _BLOBSHAPE,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.BlobShape)
-  ))
-_sym_db.RegisterMessage(BlobShape)
-
-BlobProto = _reflection.GeneratedProtocolMessageType('BlobProto', (_message.Message,), dict(
-  DESCRIPTOR = _BLOBPROTO,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.BlobProto)
-  ))
-_sym_db.RegisterMessage(BlobProto)
-
-BlobProtoVector = _reflection.GeneratedProtocolMessageType('BlobProtoVector', (_message.Message,), dict(
-  DESCRIPTOR = _BLOBPROTOVECTOR,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.BlobProtoVector)
-  ))
-_sym_db.RegisterMessage(BlobProtoVector)
-
-Datum = _reflection.GeneratedProtocolMessageType('Datum', (_message.Message,), dict(
-  DESCRIPTOR = _DATUM,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.Datum)
-  ))
-_sym_db.RegisterMessage(Datum)
-
-FillerParameter = _reflection.GeneratedProtocolMessageType('FillerParameter', (_message.Message,), dict(
-  DESCRIPTOR = _FILLERPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.FillerParameter)
-  ))
-_sym_db.RegisterMessage(FillerParameter)
-
-NetParameter = _reflection.GeneratedProtocolMessageType('NetParameter', (_message.Message,), dict(
-  DESCRIPTOR = _NETPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.NetParameter)
-  ))
-_sym_db.RegisterMessage(NetParameter)
-
-SolverParameter = _reflection.GeneratedProtocolMessageType('SolverParameter', (_message.Message,), dict(
-  DESCRIPTOR = _SOLVERPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.SolverParameter)
-  ))
-_sym_db.RegisterMessage(SolverParameter)
-
-SolverState = _reflection.GeneratedProtocolMessageType('SolverState', (_message.Message,), dict(
-  DESCRIPTOR = _SOLVERSTATE,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.SolverState)
-  ))
-_sym_db.RegisterMessage(SolverState)
-
-NetState = _reflection.GeneratedProtocolMessageType('NetState', (_message.Message,), dict(
-  DESCRIPTOR = _NETSTATE,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.NetState)
-  ))
-_sym_db.RegisterMessage(NetState)
-
-NetStateRule = _reflection.GeneratedProtocolMessageType('NetStateRule', (_message.Message,), dict(
-  DESCRIPTOR = _NETSTATERULE,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.NetStateRule)
-  ))
-_sym_db.RegisterMessage(NetStateRule)
-
-ParamSpec = _reflection.GeneratedProtocolMessageType('ParamSpec', (_message.Message,), dict(
-  DESCRIPTOR = _PARAMSPEC,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.ParamSpec)
-  ))
-_sym_db.RegisterMessage(ParamSpec)
-
-LayerParameter = _reflection.GeneratedProtocolMessageType('LayerParameter', (_message.Message,), dict(
-  DESCRIPTOR = _LAYERPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.LayerParameter)
-  ))
-_sym_db.RegisterMessage(LayerParameter)
-
-TransformationParameter = _reflection.GeneratedProtocolMessageType('TransformationParameter', (_message.Message,), dict(
-  DESCRIPTOR = _TRANSFORMATIONPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.TransformationParameter)
-  ))
-_sym_db.RegisterMessage(TransformationParameter)
-
-LossParameter = _reflection.GeneratedProtocolMessageType('LossParameter', (_message.Message,), dict(
-  DESCRIPTOR = _LOSSPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.LossParameter)
-  ))
-_sym_db.RegisterMessage(LossParameter)
-
-AccuracyParameter = _reflection.GeneratedProtocolMessageType('AccuracyParameter', (_message.Message,), dict(
-  DESCRIPTOR = _ACCURACYPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.AccuracyParameter)
-  ))
-_sym_db.RegisterMessage(AccuracyParameter)
-
-ArgMaxParameter = _reflection.GeneratedProtocolMessageType('ArgMaxParameter', (_message.Message,), dict(
-  DESCRIPTOR = _ARGMAXPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.ArgMaxParameter)
-  ))
-_sym_db.RegisterMessage(ArgMaxParameter)
-
-ConcatParameter = _reflection.GeneratedProtocolMessageType('ConcatParameter', (_message.Message,), dict(
-  DESCRIPTOR = _CONCATPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.ConcatParameter)
-  ))
-_sym_db.RegisterMessage(ConcatParameter)
-
-BatchNormParameter = _reflection.GeneratedProtocolMessageType('BatchNormParameter', (_message.Message,), dict(
-  DESCRIPTOR = _BATCHNORMPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.BatchNormParameter)
-  ))
-_sym_db.RegisterMessage(BatchNormParameter)
-
-BiasParameter = _reflection.GeneratedProtocolMessageType('BiasParameter', (_message.Message,), dict(
-  DESCRIPTOR = _BIASPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.BiasParameter)
-  ))
-_sym_db.RegisterMessage(BiasParameter)
-
-ContrastiveLossParameter = _reflection.GeneratedProtocolMessageType('ContrastiveLossParameter', (_message.Message,), dict(
-  DESCRIPTOR = _CONTRASTIVELOSSPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.ContrastiveLossParameter)
-  ))
-_sym_db.RegisterMessage(ContrastiveLossParameter)
-
-ConvolutionParameter = _reflection.GeneratedProtocolMessageType('ConvolutionParameter', (_message.Message,), dict(
-  DESCRIPTOR = _CONVOLUTIONPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.ConvolutionParameter)
-  ))
-_sym_db.RegisterMessage(ConvolutionParameter)
-
-CropParameter = _reflection.GeneratedProtocolMessageType('CropParameter', (_message.Message,), dict(
-  DESCRIPTOR = _CROPPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.CropParameter)
-  ))
-_sym_db.RegisterMessage(CropParameter)
-
-DataParameter = _reflection.GeneratedProtocolMessageType('DataParameter', (_message.Message,), dict(
-  DESCRIPTOR = _DATAPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.DataParameter)
-  ))
-_sym_db.RegisterMessage(DataParameter)
-
-DropoutParameter = _reflection.GeneratedProtocolMessageType('DropoutParameter', (_message.Message,), dict(
-  DESCRIPTOR = _DROPOUTPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.DropoutParameter)
-  ))
-_sym_db.RegisterMessage(DropoutParameter)
-
-DummyDataParameter = _reflection.GeneratedProtocolMessageType('DummyDataParameter', (_message.Message,), dict(
-  DESCRIPTOR = _DUMMYDATAPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.DummyDataParameter)
-  ))
-_sym_db.RegisterMessage(DummyDataParameter)
-
-EltwiseParameter = _reflection.GeneratedProtocolMessageType('EltwiseParameter', (_message.Message,), dict(
-  DESCRIPTOR = _ELTWISEPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.EltwiseParameter)
-  ))
-_sym_db.RegisterMessage(EltwiseParameter)
-
-ELUParameter = _reflection.GeneratedProtocolMessageType('ELUParameter', (_message.Message,), dict(
-  DESCRIPTOR = _ELUPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.ELUParameter)
-  ))
-_sym_db.RegisterMessage(ELUParameter)
-
-EmbedParameter = _reflection.GeneratedProtocolMessageType('EmbedParameter', (_message.Message,), dict(
-  DESCRIPTOR = _EMBEDPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.EmbedParameter)
-  ))
-_sym_db.RegisterMessage(EmbedParameter)
-
-ExpParameter = _reflection.GeneratedProtocolMessageType('ExpParameter', (_message.Message,), dict(
-  DESCRIPTOR = _EXPPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.ExpParameter)
-  ))
-_sym_db.RegisterMessage(ExpParameter)
-
-FlattenParameter = _reflection.GeneratedProtocolMessageType('FlattenParameter', (_message.Message,), dict(
-  DESCRIPTOR = _FLATTENPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.FlattenParameter)
-  ))
-_sym_db.RegisterMessage(FlattenParameter)
-
-HDF5DataParameter = _reflection.GeneratedProtocolMessageType('HDF5DataParameter', (_message.Message,), dict(
-  DESCRIPTOR = _HDF5DATAPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.HDF5DataParameter)
-  ))
-_sym_db.RegisterMessage(HDF5DataParameter)
-
-HDF5OutputParameter = _reflection.GeneratedProtocolMessageType('HDF5OutputParameter', (_message.Message,), dict(
-  DESCRIPTOR = _HDF5OUTPUTPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.HDF5OutputParameter)
-  ))
-_sym_db.RegisterMessage(HDF5OutputParameter)
-
-HingeLossParameter = _reflection.GeneratedProtocolMessageType('HingeLossParameter', (_message.Message,), dict(
-  DESCRIPTOR = _HINGELOSSPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.HingeLossParameter)
-  ))
-_sym_db.RegisterMessage(HingeLossParameter)
-
-ImageDataParameter = _reflection.GeneratedProtocolMessageType('ImageDataParameter', (_message.Message,), dict(
-  DESCRIPTOR = _IMAGEDATAPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.ImageDataParameter)
-  ))
-_sym_db.RegisterMessage(ImageDataParameter)
-
-InfogainLossParameter = _reflection.GeneratedProtocolMessageType('InfogainLossParameter', (_message.Message,), dict(
-  DESCRIPTOR = _INFOGAINLOSSPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.InfogainLossParameter)
-  ))
-_sym_db.RegisterMessage(InfogainLossParameter)
-
-InnerProductParameter = _reflection.GeneratedProtocolMessageType('InnerProductParameter', (_message.Message,), dict(
-  DESCRIPTOR = _INNERPRODUCTPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.InnerProductParameter)
-  ))
-_sym_db.RegisterMessage(InnerProductParameter)
-
-InputParameter = _reflection.GeneratedProtocolMessageType('InputParameter', (_message.Message,), dict(
-  DESCRIPTOR = _INPUTPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.InputParameter)
-  ))
-_sym_db.RegisterMessage(InputParameter)
-
-LogParameter = _reflection.GeneratedProtocolMessageType('LogParameter', (_message.Message,), dict(
-  DESCRIPTOR = _LOGPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.LogParameter)
-  ))
-_sym_db.RegisterMessage(LogParameter)
-
-LRNParameter = _reflection.GeneratedProtocolMessageType('LRNParameter', (_message.Message,), dict(
-  DESCRIPTOR = _LRNPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.LRNParameter)
-  ))
-_sym_db.RegisterMessage(LRNParameter)
-
-MemoryDataParameter = _reflection.GeneratedProtocolMessageType('MemoryDataParameter', (_message.Message,), dict(
-  DESCRIPTOR = _MEMORYDATAPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.MemoryDataParameter)
-  ))
-_sym_db.RegisterMessage(MemoryDataParameter)
-
-MVNParameter = _reflection.GeneratedProtocolMessageType('MVNParameter', (_message.Message,), dict(
-  DESCRIPTOR = _MVNPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.MVNParameter)
-  ))
-_sym_db.RegisterMessage(MVNParameter)
-
-ParameterParameter = _reflection.GeneratedProtocolMessageType('ParameterParameter', (_message.Message,), dict(
-  DESCRIPTOR = _PARAMETERPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.ParameterParameter)
-  ))
-_sym_db.RegisterMessage(ParameterParameter)
-
-PoolingParameter = _reflection.GeneratedProtocolMessageType('PoolingParameter', (_message.Message,), dict(
-  DESCRIPTOR = _POOLINGPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.PoolingParameter)
-  ))
-_sym_db.RegisterMessage(PoolingParameter)
-
-PowerParameter = _reflection.GeneratedProtocolMessageType('PowerParameter', (_message.Message,), dict(
-  DESCRIPTOR = _POWERPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.PowerParameter)
-  ))
-_sym_db.RegisterMessage(PowerParameter)
-
-PythonParameter = _reflection.GeneratedProtocolMessageType('PythonParameter', (_message.Message,), dict(
-  DESCRIPTOR = _PYTHONPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.PythonParameter)
-  ))
-_sym_db.RegisterMessage(PythonParameter)
-
-RecurrentParameter = _reflection.GeneratedProtocolMessageType('RecurrentParameter', (_message.Message,), dict(
-  DESCRIPTOR = _RECURRENTPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.RecurrentParameter)
-  ))
-_sym_db.RegisterMessage(RecurrentParameter)
-
-ReductionParameter = _reflection.GeneratedProtocolMessageType('ReductionParameter', (_message.Message,), dict(
-  DESCRIPTOR = _REDUCTIONPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.ReductionParameter)
-  ))
-_sym_db.RegisterMessage(ReductionParameter)
-
-ReLUParameter = _reflection.GeneratedProtocolMessageType('ReLUParameter', (_message.Message,), dict(
-  DESCRIPTOR = _RELUPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.ReLUParameter)
-  ))
-_sym_db.RegisterMessage(ReLUParameter)
-
-ReshapeParameter = _reflection.GeneratedProtocolMessageType('ReshapeParameter', (_message.Message,), dict(
-  DESCRIPTOR = _RESHAPEPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.ReshapeParameter)
-  ))
-_sym_db.RegisterMessage(ReshapeParameter)
-
-ScaleParameter = _reflection.GeneratedProtocolMessageType('ScaleParameter', (_message.Message,), dict(
-  DESCRIPTOR = _SCALEPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.ScaleParameter)
-  ))
-_sym_db.RegisterMessage(ScaleParameter)
-
-SigmoidParameter = _reflection.GeneratedProtocolMessageType('SigmoidParameter', (_message.Message,), dict(
-  DESCRIPTOR = _SIGMOIDPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.SigmoidParameter)
-  ))
-_sym_db.RegisterMessage(SigmoidParameter)
-
-SliceParameter = _reflection.GeneratedProtocolMessageType('SliceParameter', (_message.Message,), dict(
-  DESCRIPTOR = _SLICEPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.SliceParameter)
-  ))
-_sym_db.RegisterMessage(SliceParameter)
-
-SoftmaxParameter = _reflection.GeneratedProtocolMessageType('SoftmaxParameter', (_message.Message,), dict(
-  DESCRIPTOR = _SOFTMAXPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.SoftmaxParameter)
-  ))
-_sym_db.RegisterMessage(SoftmaxParameter)
-
-TanHParameter = _reflection.GeneratedProtocolMessageType('TanHParameter', (_message.Message,), dict(
-  DESCRIPTOR = _TANHPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.TanHParameter)
-  ))
-_sym_db.RegisterMessage(TanHParameter)
-
-TileParameter = _reflection.GeneratedProtocolMessageType('TileParameter', (_message.Message,), dict(
-  DESCRIPTOR = _TILEPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.TileParameter)
-  ))
-_sym_db.RegisterMessage(TileParameter)
-
-ThresholdParameter = _reflection.GeneratedProtocolMessageType('ThresholdParameter', (_message.Message,), dict(
-  DESCRIPTOR = _THRESHOLDPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.ThresholdParameter)
-  ))
-_sym_db.RegisterMessage(ThresholdParameter)
-
-WindowDataParameter = _reflection.GeneratedProtocolMessageType('WindowDataParameter', (_message.Message,), dict(
-  DESCRIPTOR = _WINDOWDATAPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.WindowDataParameter)
-  ))
-_sym_db.RegisterMessage(WindowDataParameter)
-
-SPPParameter = _reflection.GeneratedProtocolMessageType('SPPParameter', (_message.Message,), dict(
-  DESCRIPTOR = _SPPPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.SPPParameter)
-  ))
-_sym_db.RegisterMessage(SPPParameter)
-
-V1LayerParameter = _reflection.GeneratedProtocolMessageType('V1LayerParameter', (_message.Message,), dict(
-  DESCRIPTOR = _V1LAYERPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.V1LayerParameter)
-  ))
-_sym_db.RegisterMessage(V1LayerParameter)
-
-V0LayerParameter = _reflection.GeneratedProtocolMessageType('V0LayerParameter', (_message.Message,), dict(
-  DESCRIPTOR = _V0LAYERPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.V0LayerParameter)
-  ))
-_sym_db.RegisterMessage(V0LayerParameter)
-
-PReLUParameter = _reflection.GeneratedProtocolMessageType('PReLUParameter', (_message.Message,), dict(
-  DESCRIPTOR = _PRELUPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.PReLUParameter)
-  ))
-_sym_db.RegisterMessage(PReLUParameter)
-
-
-_BLOBSHAPE.fields_by_name['dim'].has_options = True
-_BLOBSHAPE.fields_by_name['dim']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))
-_BLOBPROTO.fields_by_name['data'].has_options = True
-_BLOBPROTO.fields_by_name['data']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))
-_BLOBPROTO.fields_by_name['diff'].has_options = True
-_BLOBPROTO.fields_by_name['diff']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))
-_BLOBPROTO.fields_by_name['double_data'].has_options = True
-_BLOBPROTO.fields_by_name['double_data']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))
-_BLOBPROTO.fields_by_name['double_diff'].has_options = True
-_BLOBPROTO.fields_by_name['double_diff']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))
-# @@protoc_insertion_point(module_scope)