diff --git a/x2paddle/decoder/caffe_pb2.py b/x2paddle/decoder/caffe_pb2.py
index 5058c4c2bff8a8b1eab838c1b01780eb3102426b..27265249569fdbe599877c9ed5b90370c06c4f96 100644
--- a/x2paddle/decoder/caffe_pb2.py
+++ b/x2paddle/decoder/caffe_pb2.py
@@ -1,8 +1,7 @@
+# -*- coding: utf-8 -*-
 # 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
@@ -12,12754 +11,7427 @@ from google.protobuf import symbol_database as _symbol_database
 
 _sym_db = _symbol_database.Default()
 
+
+
+
 DESCRIPTOR = _descriptor.FileDescriptor(
-    name='caffe.proto',
-    package='caffe',
-    syntax='proto2',
-    serialized_options=None,
-    serialized_pb=_b(
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+)
 
 _PHASE = _descriptor.EnumDescriptor(
-    name='Phase',
-    full_name='caffe.Phase',
-    filename=None,
-    file=DESCRIPTOR,
-    values=[
-        _descriptor.EnumValueDescriptor(
-            name='TRAIN', index=0, number=0, serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='TEST', index=1, number=1, serialized_options=None, type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=21908,
-    serialized_end=21936, )
+  name='Phase',
+  full_name='caffe.Phase',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='TRAIN', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='TEST', index=1, number=1,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=22205,
+  serialized_end=22233,
+)
 _sym_db.RegisterEnumDescriptor(_PHASE)
 
 Phase = enum_type_wrapper.EnumTypeWrapper(_PHASE)
 TRAIN = 0
 TEST = 1
 
+
 _EMITCONSTRAINT_EMITTYPE = _descriptor.EnumDescriptor(
-    name='EmitType',
-    full_name='caffe.EmitConstraint.EmitType',
-    filename=None,
-    file=DESCRIPTOR,
-    values=[
-        _descriptor.EnumValueDescriptor(
-            name='CENTER',
-            index=0,
-            number=0,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='MIN_OVERLAP',
-            index=1,
-            number=1,
-            serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=1146,
-    serialized_end=1185, )
+  name='EmitType',
+  full_name='caffe.EmitConstraint.EmitType',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='CENTER', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='MIN_OVERLAP', index=1, number=1,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=1146,
+  serialized_end=1185,
+)
 _sym_db.RegisterEnumDescriptor(_EMITCONSTRAINT_EMITTYPE)
 
 _ANNOTATEDDATUM_ANNOTATIONTYPE = _descriptor.EnumDescriptor(
-    name='AnnotationType',
-    full_name='caffe.AnnotatedDatum.AnnotationType',
-    filename=None,
-    file=DESCRIPTOR,
-    values=[
-        _descriptor.EnumValueDescriptor(
-            name='BBOX', index=0, number=0, serialized_options=None, type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=1629,
-    serialized_end=1655, )
+  name='AnnotationType',
+  full_name='caffe.AnnotatedDatum.AnnotationType',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='BBOX', index=0, number=0,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=1629,
+  serialized_end=1655,
+)
 _sym_db.RegisterEnumDescriptor(_ANNOTATEDDATUM_ANNOTATIONTYPE)
 
 _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,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='FAN_OUT',
-            index=1,
-            number=1,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='AVERAGE',
-            index=2,
-            number=2,
-            serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=1872,
-    serialized_end=1924, )
+  name='VarianceNorm',
+  full_name='caffe.FillerParameter.VarianceNorm',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='FAN_IN', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='FAN_OUT', index=1, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='AVERAGE', index=2, number=2,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=1872,
+  serialized_end=1924,
+)
 _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, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='BINARYPROTO',
-            index=1,
-            number=1,
-            serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=3480,
-    serialized_end=3523, )
+  name='SnapshotFormat',
+  full_name='caffe.SolverParameter.SnapshotFormat',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='HDF5', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='BINARYPROTO', index=1, number=1,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=3480,
+  serialized_end=3523,
+)
 _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, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='GPU', index=1, number=1, serialized_options=None, type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=3525,
-    serialized_end=3555, )
+  name='SolverMode',
+  full_name='caffe.SolverParameter.SolverMode',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='CPU', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='GPU', index=1, number=1,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=3525,
+  serialized_end=3555,
+)
 _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, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='NESTEROV',
-            index=1,
-            number=1,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='ADAGRAD',
-            index=2,
-            number=2,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='RMSPROP',
-            index=3,
-            number=3,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='ADADELTA',
-            index=4,
-            number=4,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='ADAM', index=5, number=5, serialized_options=None, type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=3557,
-    serialized_end=3642, )
+  name='SolverType',
+  full_name='caffe.SolverParameter.SolverType',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='SGD', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='NESTEROV', index=1, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='ADAGRAD', index=2, number=2,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='RMSPROP', index=3, number=3,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='ADADELTA', index=4, number=4,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='ADAM', index=5, number=5,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=3557,
+  serialized_end=3642,
+)
 _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,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='PERMISSIVE',
-            index=1,
-            number=1,
-            serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=4131,
-    serialized_end=4173, )
+  name='DimCheckMode',
+  full_name='caffe.ParamSpec.DimCheckMode',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='STRICT', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='PERMISSIVE', index=1, number=1,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=4131,
+  serialized_end=4173,
+)
 _sym_db.RegisterEnumDescriptor(_PARAMSPEC_DIMCHECKMODE)
 
 _RESIZEPARAMETER_RESIZE_MODE = _descriptor.EnumDescriptor(
-    name='Resize_mode',
-    full_name='caffe.ResizeParameter.Resize_mode',
-    filename=None,
-    file=DESCRIPTOR,
-    values=[
-        _descriptor.EnumValueDescriptor(
-            name='WARP', index=0, number=1, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='FIT_SMALL_SIZE',
-            index=1,
-            number=2,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='FIT_LARGE_SIZE_AND_PAD',
-            index=2,
-            number=3,
-            serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=8049,
-    serialized_end=8120, )
+  name='Resize_mode',
+  full_name='caffe.ResizeParameter.Resize_mode',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='WARP', index=0, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='FIT_SMALL_SIZE', index=1, number=2,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='FIT_LARGE_SIZE_AND_PAD', index=2, number=3,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=8199,
+  serialized_end=8270,
+)
 _sym_db.RegisterEnumDescriptor(_RESIZEPARAMETER_RESIZE_MODE)
 
 _RESIZEPARAMETER_PAD_MODE = _descriptor.EnumDescriptor(
-    name='Pad_mode',
-    full_name='caffe.ResizeParameter.Pad_mode',
-    filename=None,
-    file=DESCRIPTOR,
-    values=[
-        _descriptor.EnumValueDescriptor(
-            name='CONSTANT',
-            index=0,
-            number=1,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='MIRRORED',
-            index=1,
-            number=2,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='REPEAT_NEAREST',
-            index=2,
-            number=3,
-            serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=8122,
-    serialized_end=8180, )
+  name='Pad_mode',
+  full_name='caffe.ResizeParameter.Pad_mode',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='CONSTANT', index=0, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='MIRRORED', index=1, number=2,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='REPEAT_NEAREST', index=2, number=3,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=8272,
+  serialized_end=8330,
+)
 _sym_db.RegisterEnumDescriptor(_RESIZEPARAMETER_PAD_MODE)
 
 _RESIZEPARAMETER_INTERP_MODE = _descriptor.EnumDescriptor(
-    name='Interp_mode',
-    full_name='caffe.ResizeParameter.Interp_mode',
-    filename=None,
-    file=DESCRIPTOR,
-    values=[
-        _descriptor.EnumValueDescriptor(
-            name='LINEAR',
-            index=0,
-            number=1,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='AREA', index=1, number=2, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='NEAREST',
-            index=2,
-            number=3,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CUBIC', index=3, number=4, serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='LANCZOS4',
-            index=4,
-            number=5,
-            serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=8182,
-    serialized_end=8255, )
+  name='Interp_mode',
+  full_name='caffe.ResizeParameter.Interp_mode',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='LINEAR', index=0, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='AREA', index=1, number=2,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='NEAREST', index=2, number=3,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CUBIC', index=3, number=4,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='LANCZOS4', index=4, number=5,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=8332,
+  serialized_end=8405,
+)
 _sym_db.RegisterEnumDescriptor(_RESIZEPARAMETER_INTERP_MODE)
 
 _LOSSPARAMETER_NORMALIZATIONMODE = _descriptor.EnumDescriptor(
-    name='NormalizationMode',
-    full_name='caffe.LossParameter.NormalizationMode',
-    filename=None,
-    file=DESCRIPTOR,
-    values=[
-        _descriptor.EnumValueDescriptor(
-            name='FULL', index=0, number=0, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='VALID', index=1, number=1, serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='BATCH_SIZE',
-            index=2,
-            number=2,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='NONE', index=3, number=3, serialized_options=None, type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=9202,
-    serialized_end=9268, )
+  name='NormalizationMode',
+  full_name='caffe.LossParameter.NormalizationMode',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='FULL', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='VALID', index=1, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='BATCH_SIZE', index=2, number=2,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='NONE', index=3, number=3,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=9352,
+  serialized_end=9418,
+)
 _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,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CAFFE', index=1, number=1, serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CUDNN', index=2, number=2, serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=10385,
-    serialized_end=10428, )
+  name='Engine',
+  full_name='caffe.ConvolutionParameter.Engine',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='DEFAULT', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CAFFE', index=1, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CUDNN', index=2, number=2,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=10535,
+  serialized_end=10578,
+)
 _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,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='LMDB', index=1, number=1, serialized_options=None, type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=10746,
-    serialized_end=10773, )
+  name='DB',
+  full_name='caffe.DataParameter.DB',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='LEVELDB', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='LMDB', index=1, number=1,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=10896,
+  serialized_end=10923,
+)
 _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, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='SUM', index=1, number=1, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='MAX', index=2, number=2, serialized_options=None, type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=12106,
-    serialized_end=12145, )
+  name='EltwiseOp',
+  full_name='caffe.EltwiseParameter.EltwiseOp',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='PROD', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='SUM', index=1, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='MAX', index=2, number=2,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=12256,
+  serialized_end=12295,
+)
 _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, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='L2', index=1, number=2, serialized_options=None, type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=12680,
-    serialized_end=12702, )
+  name='Norm',
+  full_name='caffe.HingeLossParameter.Norm',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='L1', index=0, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='L2', index=1, number=2,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=12830,
+  serialized_end=12852,
+)
 _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,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='WITHIN_CHANNEL',
-            index=1,
-            number=1,
-            serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=13569,
-    serialized_end=13622, )
+  name='NormRegion',
+  full_name='caffe.LRNParameter.NormRegion',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='ACROSS_CHANNELS', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='WITHIN_CHANNEL', index=1, number=1,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=13719,
+  serialized_end=13772,
+)
 _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,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CAFFE', index=1, number=1, serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CUDNN', index=2, number=2, serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=10385,
-    serialized_end=10428, )
+  name='Engine',
+  full_name='caffe.LRNParameter.Engine',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='DEFAULT', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CAFFE', index=1, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CUDNN', index=2, number=2,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=10535,
+  serialized_end=10578,
+)
 _sym_db.RegisterEnumDescriptor(_LRNPARAMETER_ENGINE)
 
 _MULTIBOXLOSSPARAMETER_LOCLOSSTYPE = _descriptor.EnumDescriptor(
-    name='LocLossType',
-    full_name='caffe.MultiBoxLossParameter.LocLossType',
-    filename=None,
-    file=DESCRIPTOR,
-    values=[
-        _descriptor.EnumValueDescriptor(
-            name='L2', index=0, number=0, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='SMOOTH_L1',
-            index=1,
-            number=1,
-            serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=14703,
-    serialized_end=14739, )
+  name='LocLossType',
+  full_name='caffe.MultiBoxLossParameter.LocLossType',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='L2', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='SMOOTH_L1', index=1, number=1,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=14853,
+  serialized_end=14889,
+)
 _sym_db.RegisterEnumDescriptor(_MULTIBOXLOSSPARAMETER_LOCLOSSTYPE)
 
 _MULTIBOXLOSSPARAMETER_CONFLOSSTYPE = _descriptor.EnumDescriptor(
-    name='ConfLossType',
-    full_name='caffe.MultiBoxLossParameter.ConfLossType',
-    filename=None,
-    file=DESCRIPTOR,
-    values=[
-        _descriptor.EnumValueDescriptor(
-            name='SOFTMAX',
-            index=0,
-            number=0,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='LOGISTIC',
-            index=1,
-            number=1,
-            serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=14741,
-    serialized_end=14782, )
+  name='ConfLossType',
+  full_name='caffe.MultiBoxLossParameter.ConfLossType',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='SOFTMAX', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='LOGISTIC', index=1, number=1,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=14891,
+  serialized_end=14932,
+)
 _sym_db.RegisterEnumDescriptor(_MULTIBOXLOSSPARAMETER_CONFLOSSTYPE)
 
 _MULTIBOXLOSSPARAMETER_MATCHTYPE = _descriptor.EnumDescriptor(
-    name='MatchType',
-    full_name='caffe.MultiBoxLossParameter.MatchType',
-    filename=None,
-    file=DESCRIPTOR,
-    values=[
-        _descriptor.EnumValueDescriptor(
-            name='BIPARTITE',
-            index=0,
-            number=0,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='PER_PREDICTION',
-            index=1,
-            number=1,
-            serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=14784,
-    serialized_end=14830, )
+  name='MatchType',
+  full_name='caffe.MultiBoxLossParameter.MatchType',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='BIPARTITE', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='PER_PREDICTION', index=1, number=1,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=14934,
+  serialized_end=14980,
+)
 _sym_db.RegisterEnumDescriptor(_MULTIBOXLOSSPARAMETER_MATCHTYPE)
 
 _MULTIBOXLOSSPARAMETER_MININGTYPE = _descriptor.EnumDescriptor(
-    name='MiningType',
-    full_name='caffe.MultiBoxLossParameter.MiningType',
-    filename=None,
-    file=DESCRIPTOR,
-    values=[
-        _descriptor.EnumValueDescriptor(
-            name='NONE', index=0, number=0, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='MAX_NEGATIVE',
-            index=1,
-            number=1,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='HARD_EXAMPLE',
-            index=2,
-            number=2,
-            serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=14832,
-    serialized_end=14890, )
+  name='MiningType',
+  full_name='caffe.MultiBoxLossParameter.MiningType',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='NONE', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='MAX_NEGATIVE', index=1, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='HARD_EXAMPLE', index=2, number=2,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=14982,
+  serialized_end=15040,
+)
 _sym_db.RegisterEnumDescriptor(_MULTIBOXLOSSPARAMETER_MININGTYPE)
 
 _POOLINGPARAMETER_POOLMETHOD = _descriptor.EnumDescriptor(
-    name='PoolMethod',
-    full_name='caffe.PoolingParameter.PoolMethod',
-    filename=None,
-    file=DESCRIPTOR,
-    values=[
-        _descriptor.EnumValueDescriptor(
-            name='MAX', index=0, number=0, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='AVE', index=1, number=1, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='STOCHASTIC',
-            index=2,
-            number=2,
-            serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=15561,
-    serialized_end=15607, )
+  name='PoolMethod',
+  full_name='caffe.PoolingParameter.PoolMethod',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='MAX', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='AVE', index=1, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='STOCHASTIC', index=2, number=2,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=15711,
+  serialized_end=15757,
+)
 _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,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CAFFE', index=1, number=1, serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CUDNN', index=2, number=2, serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=10385,
-    serialized_end=10428, )
+  name='Engine',
+  full_name='caffe.PoolingParameter.Engine',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='DEFAULT', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CAFFE', index=1, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CUDNN', index=2, number=2,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=10535,
+  serialized_end=10578,
+)
 _sym_db.RegisterEnumDescriptor(_POOLINGPARAMETER_ENGINE)
 
 _PRIORBOXPARAMETER_CODETYPE = _descriptor.EnumDescriptor(
-    name='CodeType',
-    full_name='caffe.PriorBoxParameter.CodeType',
-    filename=None,
-    file=DESCRIPTOR,
-    values=[
-        _descriptor.EnumValueDescriptor(
-            name='CORNER',
-            index=0,
-            number=1,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CENTER_SIZE',
-            index=1,
-            number=2,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CORNER_SIZE',
-            index=2,
-            number=3,
-            serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=15980,
-    serialized_end=16036, )
+  name='CodeType',
+  full_name='caffe.PriorBoxParameter.CodeType',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='CORNER', index=0, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CENTER_SIZE', index=1, number=2,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CORNER_SIZE', index=2, number=3,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=16130,
+  serialized_end=16186,
+)
 _sym_db.RegisterEnumDescriptor(_PRIORBOXPARAMETER_CODETYPE)
 
 _REDUCTIONPARAMETER_REDUCTIONOP = _descriptor.EnumDescriptor(
-    name='ReductionOp',
-    full_name='caffe.ReductionParameter.ReductionOp',
-    filename=None,
-    file=DESCRIPTOR,
-    values=[
-        _descriptor.EnumValueDescriptor(
-            name='SUM', index=0, number=1, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='ASUM', index=1, number=2, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='SUMSQ', index=2, number=3, serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='MEAN', index=3, number=4, serialized_options=None, type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=16459,
-    serialized_end=16512, )
+  name='ReductionOp',
+  full_name='caffe.ReductionParameter.ReductionOp',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='SUM', index=0, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='ASUM', index=1, number=2,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='SUMSQ', index=2, number=3,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='MEAN', index=3, number=4,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=16609,
+  serialized_end=16662,
+)
 _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,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CAFFE', index=1, number=1, serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CUDNN', index=2, number=2, serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=10385,
-    serialized_end=10428, )
+  name='Engine',
+  full_name='caffe.ReLUParameter.Engine',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='DEFAULT', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CAFFE', index=1, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CUDNN', index=2, number=2,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=10535,
+  serialized_end=10578,
+)
 _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,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CAFFE', index=1, number=1, serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CUDNN', index=2, number=2, serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=10385,
-    serialized_end=10428, )
+  name='Engine',
+  full_name='caffe.SigmoidParameter.Engine',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='DEFAULT', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CAFFE', index=1, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CUDNN', index=2, number=2,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=10535,
+  serialized_end=10578,
+)
 _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,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CAFFE', index=1, number=1, serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CUDNN', index=2, number=2, serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=10385,
-    serialized_end=10428, )
+  name='Engine',
+  full_name='caffe.SoftmaxParameter.Engine',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='DEFAULT', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CAFFE', index=1, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CUDNN', index=2, number=2,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=10535,
+  serialized_end=10578,
+)
 _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,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CAFFE', index=1, number=1, serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CUDNN', index=2, number=2, serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=10385,
-    serialized_end=10428, )
+  name='Engine',
+  full_name='caffe.TanHParameter.Engine',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='DEFAULT', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CAFFE', index=1, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CUDNN', index=2, number=2,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=10535,
+  serialized_end=10578,
+)
 _sym_db.RegisterEnumDescriptor(_TANHPARAMETER_ENGINE)
 
 _VIDEODATAPARAMETER_VIDEOTYPE = _descriptor.EnumDescriptor(
-    name='VideoType',
-    full_name='caffe.VideoDataParameter.VideoType',
-    filename=None,
-    file=DESCRIPTOR,
-    values=[
-        _descriptor.EnumValueDescriptor(
-            name='WEBCAM',
-            index=0,
-            number=0,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='VIDEO', index=1, number=1, serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=17621,
-    serialized_end=17655, )
+  name='VideoType',
+  full_name='caffe.VideoDataParameter.VideoType',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='WEBCAM', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='VIDEO', index=1, number=1,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=17771,
+  serialized_end=17805,
+)
 _sym_db.RegisterEnumDescriptor(_VIDEODATAPARAMETER_VIDEOTYPE)
 
 _SPPPARAMETER_POOLMETHOD = _descriptor.EnumDescriptor(
-    name='PoolMethod',
-    full_name='caffe.SPPParameter.PoolMethod',
-    filename=None,
-    file=DESCRIPTOR,
-    values=[
-        _descriptor.EnumValueDescriptor(
-            name='MAX', index=0, number=0, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='AVE', index=1, number=1, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='STOCHASTIC',
-            index=2,
-            number=2,
-            serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=15561,
-    serialized_end=15607, )
+  name='PoolMethod',
+  full_name='caffe.SPPParameter.PoolMethod',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='MAX', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='AVE', index=1, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='STOCHASTIC', index=2, number=2,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=15711,
+  serialized_end=15757,
+)
 _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,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CAFFE', index=1, number=1, serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CUDNN', index=2, number=2, serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=10385,
-    serialized_end=10428, )
+  name='Engine',
+  full_name='caffe.SPPParameter.Engine',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='DEFAULT', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CAFFE', index=1, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CUDNN', index=2, number=2,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=10535,
+  serialized_end=10578,
+)
 _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, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='ABSVAL',
-            index=1,
-            number=35,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='ACCURACY',
-            index=2,
-            number=1,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='ARGMAX',
-            index=3,
-            number=30,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='BNLL', index=4, number=2, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CONCAT',
-            index=5,
-            number=3,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CONTRASTIVE_LOSS',
-            index=6,
-            number=37,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='CONVOLUTION',
-            index=7,
-            number=4,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='DATA', index=8, number=5, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='DECONVOLUTION',
-            index=9,
-            number=39,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='DROPOUT',
-            index=10,
-            number=6,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='DUMMY_DATA',
-            index=11,
-            number=32,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='EUCLIDEAN_LOSS',
-            index=12,
-            number=7,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='ELTWISE',
-            index=13,
-            number=25,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='EXP', index=14, number=38, serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='FLATTEN',
-            index=15,
-            number=8,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='HDF5_DATA',
-            index=16,
-            number=9,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='HDF5_OUTPUT',
-            index=17,
-            number=10,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='HINGE_LOSS',
-            index=18,
-            number=28,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='IM2COL',
-            index=19,
-            number=11,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='IMAGE_DATA',
-            index=20,
-            number=12,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='INFOGAIN_LOSS',
-            index=21,
-            number=13,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='INNER_PRODUCT',
-            index=22,
-            number=14,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='LRN', index=23, number=15, serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='MEMORY_DATA',
-            index=24,
-            number=29,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='MULTINOMIAL_LOGISTIC_LOSS',
-            index=25,
-            number=16,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='MVN', index=26, number=34, serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='POOLING',
-            index=27,
-            number=17,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='POWER',
-            index=28,
-            number=26,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='RELU',
-            index=29,
-            number=18,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='SIGMOID',
-            index=30,
-            number=19,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='SIGMOID_CROSS_ENTROPY_LOSS',
-            index=31,
-            number=27,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='SILENCE',
-            index=32,
-            number=36,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='SOFTMAX',
-            index=33,
-            number=20,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='SOFTMAX_LOSS',
-            index=34,
-            number=21,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='SPLIT',
-            index=35,
-            number=22,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='SLICE',
-            index=36,
-            number=33,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='TANH',
-            index=37,
-            number=23,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='WINDOW_DATA',
-            index=38,
-            number=24,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='THRESHOLD',
-            index=39,
-            number=31,
-            serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=20104,
-    serialized_end=20704, )
+  name='LayerType',
+  full_name='caffe.V1LayerParameter.LayerType',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='NONE', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='ABSVAL', index=1, number=35,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='ACCURACY', index=2, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='ARGMAX', index=3, number=30,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='BNLL', index=4, number=2,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CONCAT', index=5, number=3,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CONTRASTIVE_LOSS', index=6, number=37,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CONVOLUTION', index=7, number=4,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='DATA', index=8, number=5,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='DECONVOLUTION', index=9, number=39,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='DROPOUT', index=10, number=6,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='DUMMY_DATA', index=11, number=32,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='EUCLIDEAN_LOSS', index=12, number=7,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='ELTWISE', index=13, number=25,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='EXP', index=14, number=38,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='FLATTEN', index=15, number=8,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='HDF5_DATA', index=16, number=9,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='HDF5_OUTPUT', index=17, number=10,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='HINGE_LOSS', index=18, number=28,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='IM2COL', index=19, number=11,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='IMAGE_DATA', index=20, number=12,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='INFOGAIN_LOSS', index=21, number=13,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='INNER_PRODUCT', index=22, number=14,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='LRN', index=23, number=15,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='MEMORY_DATA', index=24, number=29,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='MULTINOMIAL_LOGISTIC_LOSS', index=25, number=16,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='MVN', index=26, number=34,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='POOLING', index=27, number=17,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='POWER', index=28, number=26,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='RELU', index=29, number=18,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='SIGMOID', index=30, number=19,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='SIGMOID_CROSS_ENTROPY_LOSS', index=31, number=27,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='SILENCE', index=32, number=36,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='SOFTMAX', index=33, number=20,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='SOFTMAX_LOSS', index=34, number=21,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='SPLIT', index=35, number=22,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='SLICE', index=36, number=33,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='TANH', index=37, number=23,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='WINDOW_DATA', index=38, number=24,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='THRESHOLD', index=39, number=31,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=20254,
+  serialized_end=20854,
+)
 _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,
-            serialized_options=None,
-            type=None),
-        _descriptor.EnumValueDescriptor(
-            name='PERMISSIVE',
-            index=1,
-            number=1,
-            serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=4131,
-    serialized_end=4173, )
+  name='DimCheckMode',
+  full_name='caffe.V1LayerParameter.DimCheckMode',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='STRICT', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='PERMISSIVE', index=1, number=1,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=4131,
+  serialized_end=4173,
+)
 _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, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='AVE', index=1, number=1, serialized_options=None, type=None),
-        _descriptor.EnumValueDescriptor(
-            name='STOCHASTIC',
-            index=2,
-            number=2,
-            serialized_options=None,
-            type=None),
-    ],
-    containing_type=None,
-    serialized_options=None,
-    serialized_start=15561,
-    serialized_end=15607, )
+  name='PoolMethod',
+  full_name='caffe.V0LayerParameter.PoolMethod',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='MAX', index=0, number=0,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='AVE', index=1, number=1,
+      serialized_options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='STOCHASTIC', index=2, number=2,
+      serialized_options=None,
+      type=None),
+  ],
+  containing_type=None,
+  serialized_options=None,
+  serialized_start=15711,
+  serialized_end=15757,
+)
 _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,
-            serialized_options=_b('\020\001'),
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=22,
-    serialized_end=50, )
+  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,
+      serialized_options=b'\020\001', file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=_b('\020\001'),
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=_b('\020\001'),
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=_b('\020\001'),
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=_b('\020\001'),
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=53,
-    serialized_end=257, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=b'\020\001', file=DESCRIPTOR),
+    _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,
+      serialized_options=b'\020\001', file=DESCRIPTOR),
+    _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,
+      serialized_options=b'\020\001', file=DESCRIPTOR),
+    _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,
+      serialized_options=b'\020\001', file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=259,
-    serialized_end=309, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=312,
-    serialized_end=441, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=312,
+  serialized_end=441,
+)
+
 
 _LABELMAPITEM = _descriptor.Descriptor(
-    name='LabelMapItem',
-    full_name='caffe.LabelMapItem',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='name',
-            full_name='caffe.LabelMapItem.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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='label',
-            full_name='caffe.LabelMapItem.label',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='display_name',
-            full_name='caffe.LabelMapItem.display_name',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=443,
-    serialized_end=508, )
+  name='LabelMapItem',
+  full_name='caffe.LabelMapItem',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='name', full_name='caffe.LabelMapItem.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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='label', full_name='caffe.LabelMapItem.label', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='display_name', full_name='caffe.LabelMapItem.display_name', 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=443,
+  serialized_end=508,
+)
+
 
 _LABELMAP = _descriptor.Descriptor(
-    name='LabelMap',
-    full_name='caffe.LabelMap',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='item',
-            full_name='caffe.LabelMap.item',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=510,
-    serialized_end=555, )
+  name='LabelMap',
+  full_name='caffe.LabelMap',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='item', full_name='caffe.LabelMap.item', 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=510,
+  serialized_end=555,
+)
+
 
 _SAMPLER = _descriptor.Descriptor(
-    name='Sampler',
-    full_name='caffe.Sampler',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='min_scale',
-            full_name='caffe.Sampler.min_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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='max_scale',
-            full_name='caffe.Sampler.max_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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='min_aspect_ratio',
-            full_name='caffe.Sampler.min_aspect_ratio',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='max_aspect_ratio',
-            full_name='caffe.Sampler.max_aspect_ratio',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=557,
-    serialized_end=668, )
+  name='Sampler',
+  full_name='caffe.Sampler',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='min_scale', full_name='caffe.Sampler.min_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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='max_scale', full_name='caffe.Sampler.max_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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='min_aspect_ratio', full_name='caffe.Sampler.min_aspect_ratio', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='max_aspect_ratio', full_name='caffe.Sampler.max_aspect_ratio', 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=557,
+  serialized_end=668,
+)
+
 
 _SAMPLECONSTRAINT = _descriptor.Descriptor(
-    name='SampleConstraint',
-    full_name='caffe.SampleConstraint',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='min_jaccard_overlap',
-            full_name='caffe.SampleConstraint.min_jaccard_overlap',
-            index=0,
-            number=1,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='max_jaccard_overlap',
-            full_name='caffe.SampleConstraint.max_jaccard_overlap',
-            index=1,
-            number=2,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='min_sample_coverage',
-            full_name='caffe.SampleConstraint.min_sample_coverage',
-            index=2,
-            number=3,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='max_sample_coverage',
-            full_name='caffe.SampleConstraint.max_sample_coverage',
-            index=3,
-            number=4,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='min_object_coverage',
-            full_name='caffe.SampleConstraint.min_object_coverage',
-            index=4,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='max_object_coverage',
-            full_name='caffe.SampleConstraint.max_object_coverage',
-            index=5,
-            number=6,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=671,
-    serialized_end=863, )
+  name='SampleConstraint',
+  full_name='caffe.SampleConstraint',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='min_jaccard_overlap', full_name='caffe.SampleConstraint.min_jaccard_overlap', index=0,
+      number=1, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='max_jaccard_overlap', full_name='caffe.SampleConstraint.max_jaccard_overlap', index=1,
+      number=2, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='min_sample_coverage', full_name='caffe.SampleConstraint.min_sample_coverage', index=2,
+      number=3, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='max_sample_coverage', full_name='caffe.SampleConstraint.max_sample_coverage', index=3,
+      number=4, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='min_object_coverage', full_name='caffe.SampleConstraint.min_object_coverage', index=4,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='max_object_coverage', full_name='caffe.SampleConstraint.max_object_coverage', index=5,
+      number=6, 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=671,
+  serialized_end=863,
+)
+
 
 _BATCHSAMPLER = _descriptor.Descriptor(
-    name='BatchSampler',
-    full_name='caffe.BatchSampler',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='use_original_image',
-            full_name='caffe.BatchSampler.use_original_image',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='sampler',
-            full_name='caffe.BatchSampler.sampler',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='sample_constraint',
-            full_name='caffe.BatchSampler.sample_constraint',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='max_sample',
-            full_name='caffe.BatchSampler.max_sample',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='max_trials',
-            full_name='caffe.BatchSampler.max_trials',
-            index=4,
-            number=5,
-            type=13,
-            cpp_type=3,
-            label=1,
-            has_default_value=True,
-            default_value=100,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=866,
-    serialized_end=1044, )
+  name='BatchSampler',
+  full_name='caffe.BatchSampler',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='use_original_image', full_name='caffe.BatchSampler.use_original_image', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='sampler', full_name='caffe.BatchSampler.sampler', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='sample_constraint', full_name='caffe.BatchSampler.sample_constraint', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='max_sample', full_name='caffe.BatchSampler.max_sample', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='max_trials', full_name='caffe.BatchSampler.max_trials', index=4,
+      number=5, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=100,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=866,
+  serialized_end=1044,
+)
+
 
 _EMITCONSTRAINT = _descriptor.Descriptor(
-    name='EmitConstraint',
-    full_name='caffe.EmitConstraint',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='emit_type',
-            full_name='caffe.EmitConstraint.emit_type',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='emit_overlap',
-            full_name='caffe.EmitConstraint.emit_overlap',
-            index=1,
-            number=2,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[_EMITCONSTRAINT_EMITTYPE, ],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=1047,
-    serialized_end=1185, )
+  name='EmitConstraint',
+  full_name='caffe.EmitConstraint',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='emit_type', full_name='caffe.EmitConstraint.emit_type', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='emit_overlap', full_name='caffe.EmitConstraint.emit_overlap', index=1,
+      number=2, 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _EMITCONSTRAINT_EMITTYPE,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=1047,
+  serialized_end=1185,
+)
+
 
 _NORMALIZEDBBOX = _descriptor.Descriptor(
-    name='NormalizedBBox',
-    full_name='caffe.NormalizedBBox',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='xmin',
-            full_name='caffe.NormalizedBBox.xmin',
-            index=0,
-            number=1,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='ymin',
-            full_name='caffe.NormalizedBBox.ymin',
-            index=1,
-            number=2,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='xmax',
-            full_name='caffe.NormalizedBBox.xmax',
-            index=2,
-            number=3,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='ymax',
-            full_name='caffe.NormalizedBBox.ymax',
-            index=3,
-            number=4,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='label',
-            full_name='caffe.NormalizedBBox.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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='difficult',
-            full_name='caffe.NormalizedBBox.difficult',
-            index=5,
-            number=6,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='score',
-            full_name='caffe.NormalizedBBox.score',
-            index=6,
-            number=7,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='size',
-            full_name='caffe.NormalizedBBox.size',
-            index=7,
-            number=8,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=1188,
-    serialized_end=1323, )
+  name='NormalizedBBox',
+  full_name='caffe.NormalizedBBox',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='xmin', full_name='caffe.NormalizedBBox.xmin', index=0,
+      number=1, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='ymin', full_name='caffe.NormalizedBBox.ymin', index=1,
+      number=2, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='xmax', full_name='caffe.NormalizedBBox.xmax', index=2,
+      number=3, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='ymax', full_name='caffe.NormalizedBBox.ymax', index=3,
+      number=4, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='label', full_name='caffe.NormalizedBBox.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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='difficult', full_name='caffe.NormalizedBBox.difficult', index=5,
+      number=6, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='score', full_name='caffe.NormalizedBBox.score', index=6,
+      number=7, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='size', full_name='caffe.NormalizedBBox.size', index=7,
+      number=8, 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=1188,
+  serialized_end=1323,
+)
+
 
 _ANNOTATION = _descriptor.Descriptor(
-    name='Annotation',
-    full_name='caffe.Annotation',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='instance_id',
-            full_name='caffe.Annotation.instance_id',
-            index=0,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='bbox',
-            full_name='caffe.Annotation.bbox',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=1325,
-    serialized_end=1398, )
+  name='Annotation',
+  full_name='caffe.Annotation',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='instance_id', full_name='caffe.Annotation.instance_id', index=0,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='bbox', full_name='caffe.Annotation.bbox', 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=1325,
+  serialized_end=1398,
+)
+
 
 _ANNOTATIONGROUP = _descriptor.Descriptor(
-    name='AnnotationGroup',
-    full_name='caffe.AnnotationGroup',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='group_label',
-            full_name='caffe.AnnotationGroup.group_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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='annotation',
-            full_name='caffe.AnnotationGroup.annotation',
-            index=1,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=1400,
-    serialized_end=1477, )
+  name='AnnotationGroup',
+  full_name='caffe.AnnotationGroup',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='group_label', full_name='caffe.AnnotationGroup.group_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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='annotation', full_name='caffe.AnnotationGroup.annotation', index=1,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=1400,
+  serialized_end=1477,
+)
+
 
 _ANNOTATEDDATUM = _descriptor.Descriptor(
-    name='AnnotatedDatum',
-    full_name='caffe.AnnotatedDatum',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='datum',
-            full_name='caffe.AnnotatedDatum.datum',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='type',
-            full_name='caffe.AnnotatedDatum.type',
-            index=1,
-            number=2,
-            type=14,
-            cpp_type=8,
-            label=1,
-            has_default_value=False,
-            default_value=0,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='annotation_group',
-            full_name='caffe.AnnotatedDatum.annotation_group',
-            index=2,
-            number=3,
-            type=11,
-            cpp_type=10,
-            label=3,
-            has_default_value=False,
-            default_value=[],
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[_ANNOTATEDDATUM_ANNOTATIONTYPE, ],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=1480,
-    serialized_end=1655, )
+  name='AnnotatedDatum',
+  full_name='caffe.AnnotatedDatum',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='datum', full_name='caffe.AnnotatedDatum.datum', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='type', full_name='caffe.AnnotatedDatum.type', index=1,
+      number=2, type=14, cpp_type=8, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='annotation_group', full_name='caffe.AnnotatedDatum.annotation_group', index=2,
+      number=3, type=11, cpp_type=10, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _ANNOTATEDDATUM_ANNOTATIONTYPE,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=1480,
+  serialized_end=1655,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[_FILLERPARAMETER_VARIANCENORM, ],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=1658,
-    serialized_end=1924, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _FILLERPARAMETER_VARIANCENORM,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=1658,
+  serialized_end=1924,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=1927,
-    serialized_end=2197, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=1927,
+  serialized_end=2197,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='eval_type',
-            full_name='caffe.SolverParameter.eval_type',
-            index=8,
-            number=41,
-            type=9,
-            cpp_type=9,
-            label=1,
-            has_default_value=True,
-            default_value=_b("classification").decode('utf-8'),
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='ap_version',
-            full_name='caffe.SolverParameter.ap_version',
-            index=9,
-            number=42,
-            type=9,
-            cpp_type=9,
-            label=1,
-            has_default_value=True,
-            default_value=_b("Integral").decode('utf-8'),
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='show_per_class_result',
-            full_name='caffe.SolverParameter.show_per_class_result',
-            index=10,
-            number=44,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='test_iter',
-            full_name='caffe.SolverParameter.test_iter',
-            index=11,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='test_interval',
-            full_name='caffe.SolverParameter.test_interval',
-            index=12,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='test_compute_loss',
-            full_name='caffe.SolverParameter.test_compute_loss',
-            index=13,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='test_initialization',
-            full_name='caffe.SolverParameter.test_initialization',
-            index=14,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='base_lr',
-            full_name='caffe.SolverParameter.base_lr',
-            index=15,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='display',
-            full_name='caffe.SolverParameter.display',
-            index=16,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='average_loss',
-            full_name='caffe.SolverParameter.average_loss',
-            index=17,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='max_iter',
-            full_name='caffe.SolverParameter.max_iter',
-            index=18,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='iter_size',
-            full_name='caffe.SolverParameter.iter_size',
-            index=19,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='lr_policy',
-            full_name='caffe.SolverParameter.lr_policy',
-            index=20,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='gamma',
-            full_name='caffe.SolverParameter.gamma',
-            index=21,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='power',
-            full_name='caffe.SolverParameter.power',
-            index=22,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='momentum',
-            full_name='caffe.SolverParameter.momentum',
-            index=23,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='weight_decay',
-            full_name='caffe.SolverParameter.weight_decay',
-            index=24,
-            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,
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-    syntax='proto2',
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-    serialized_start=2200,
-    serialized_end=3642, )
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+      serialized_options=None, file=DESCRIPTOR),
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+      serialized_options=None, file=DESCRIPTOR),
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+      is_extension=False, extension_scope=None,
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+      serialized_options=None, file=DESCRIPTOR),
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+      serialized_options=None, file=DESCRIPTOR),
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+      serialized_options=None, file=DESCRIPTOR),
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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,
+      serialized_options=None, file=DESCRIPTOR),
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+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
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+      has_default_value=False, default_value=b"".decode('utf-8'),
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+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
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+      has_default_value=False, default_value=float(0),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
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+      has_default_value=False, default_value=float(0),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
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+      has_default_value=False, default_value=float(0),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
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+      has_default_value=False, default_value=float(0),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
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+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
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+      has_default_value=False, default_value=[],
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+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
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+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
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+      has_default_value=True, default_value=float(-1),
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+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
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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,
+      serialized_options=None, file=DESCRIPTOR),
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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,
+      serialized_options=None, file=DESCRIPTOR),
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+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='snapshot_format', full_name='caffe.SolverParameter.snapshot_format', index=33,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='solver_mode', full_name='caffe.SolverParameter.solver_mode', index=34,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='device_id', full_name='caffe.SolverParameter.device_id', index=35,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='random_seed', full_name='caffe.SolverParameter.random_seed', index=36,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='type', full_name='caffe.SolverParameter.type', index=37,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='delta', full_name='caffe.SolverParameter.delta', index=38,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='momentum2', full_name='caffe.SolverParameter.momentum2', index=39,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='rms_decay', full_name='caffe.SolverParameter.rms_decay', index=40,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='debug_info', full_name='caffe.SolverParameter.debug_info', index=41,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='snapshot_after_train', full_name='caffe.SolverParameter.snapshot_after_train', index=42,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='solver_type', full_name='caffe.SolverParameter.solver_type', index=43,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _SOLVERPARAMETER_SNAPSHOTFORMAT,
+    _SOLVERPARAMETER_SOLVERMODE,
+    _SOLVERPARAMETER_SOLVERTYPE,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=2200,
+  serialized_end=3642,
+)
+
 
 _SOLVERSTATE = _descriptor.Descriptor(
-    name='SolverState',
-    full_name='caffe.SolverState',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='iter',
-            full_name='caffe.SolverState.iter',
-            index=0,
-            number=1,
-            type=5,
-            cpp_type=1,
-            label=1,
-            has_default_value=False,
-            default_value=0,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='learned_net',
-            full_name='caffe.SolverState.learned_net',
-            index=1,
-            number=2,
-            type=9,
-            cpp_type=9,
-            label=1,
-            has_default_value=False,
-            default_value=_b("").decode('utf-8'),
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='history',
-            full_name='caffe.SolverState.history',
-            index=2,
-            number=3,
-            type=11,
-            cpp_type=10,
-            label=3,
-            has_default_value=False,
-            default_value=[],
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='current_step',
-            full_name='caffe.SolverState.current_step',
-            index=3,
-            number=4,
-            type=5,
-            cpp_type=1,
-            label=1,
-            has_default_value=True,
-            default_value=0,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='minimum_loss',
-            full_name='caffe.SolverState.minimum_loss',
-            index=4,
-            number=5,
-            type=2,
-            cpp_type=6,
-            label=1,
-            has_default_value=True,
-            default_value=float(1e+38),
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='iter_last_event',
-            full_name='caffe.SolverState.iter_last_event',
-            index=5,
-            number=6,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=3645,
-    serialized_end=3810, )
+  name='SolverState',
+  full_name='caffe.SolverState',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='iter', full_name='caffe.SolverState.iter', index=0,
+      number=1, type=5, cpp_type=1, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='learned_net', full_name='caffe.SolverState.learned_net', index=1,
+      number=2, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=b"".decode('utf-8'),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='history', full_name='caffe.SolverState.history', index=2,
+      number=3, type=11, cpp_type=10, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='current_step', full_name='caffe.SolverState.current_step', index=3,
+      number=4, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='minimum_loss', full_name='caffe.SolverState.minimum_loss', index=4,
+      number=5, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=float(1e+38),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='iter_last_event', full_name='caffe.SolverState.iter_last_event', index=5,
+      number=6, 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=3645,
+  serialized_end=3810,
+)
+
 
 _NETSTATE = _descriptor.Descriptor(
-    name='NetState',
-    full_name='caffe.NetState',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='phase',
-            full_name='caffe.NetState.phase',
-            index=0,
-            number=1,
-            type=14,
-            cpp_type=8,
-            label=1,
-            has_default_value=True,
-            default_value=1,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='level',
-            full_name='caffe.NetState.level',
-            index=1,
-            number=2,
-            type=5,
-            cpp_type=1,
-            label=1,
-            has_default_value=True,
-            default_value=0,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=3812,
-    serialized_end=3890, )
+  name='NetState',
+  full_name='caffe.NetState',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='phase', full_name='caffe.NetState.phase', index=0,
+      number=1, type=14, cpp_type=8, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='level', full_name='caffe.NetState.level', index=1,
+      number=2, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=3812,
+  serialized_end=3890,
+)
+
 
 _NETSTATERULE = _descriptor.Descriptor(
-    name='NetStateRule',
-    full_name='caffe.NetStateRule',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='phase',
-            full_name='caffe.NetStateRule.phase',
-            index=0,
-            number=1,
-            type=14,
-            cpp_type=8,
-            label=1,
-            has_default_value=False,
-            default_value=0,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='min_level',
-            full_name='caffe.NetStateRule.min_level',
-            index=1,
-            number=2,
-            type=5,
-            cpp_type=1,
-            label=1,
-            has_default_value=False,
-            default_value=0,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='max_level',
-            full_name='caffe.NetStateRule.max_level',
-            index=2,
-            number=3,
-            type=5,
-            cpp_type=1,
-            label=1,
-            has_default_value=False,
-            default_value=0,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='stage',
-            full_name='caffe.NetStateRule.stage',
-            index=3,
-            number=4,
-            type=9,
-            cpp_type=9,
-            label=3,
-            has_default_value=False,
-            default_value=[],
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='not_stage',
-            full_name='caffe.NetStateRule.not_stage',
-            index=4,
-            number=5,
-            type=9,
-            cpp_type=9,
-            label=3,
-            has_default_value=False,
-            default_value=[],
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=3892,
-    serialized_end=4007, )
+  name='NetStateRule',
+  full_name='caffe.NetStateRule',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='phase', full_name='caffe.NetStateRule.phase', index=0,
+      number=1, type=14, cpp_type=8, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='min_level', full_name='caffe.NetStateRule.min_level', index=1,
+      number=2, type=5, cpp_type=1, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='max_level', full_name='caffe.NetStateRule.max_level', index=2,
+      number=3, type=5, cpp_type=1, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='stage', full_name='caffe.NetStateRule.stage', index=3,
+      number=4, type=9, cpp_type=9, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='not_stage', full_name='caffe.NetStateRule.not_stage', index=4,
+      number=5, type=9, cpp_type=9, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=3892,
+  serialized_end=4007,
+)
+
 
 _PARAMSPEC = _descriptor.Descriptor(
-    name='ParamSpec',
-    full_name='caffe.ParamSpec',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='name',
-            full_name='caffe.ParamSpec.name',
-            index=0,
-            number=1,
-            type=9,
-            cpp_type=9,
-            label=1,
-            has_default_value=False,
-            default_value=_b("").decode('utf-8'),
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='share_mode',
-            full_name='caffe.ParamSpec.share_mode',
-            index=1,
-            number=2,
-            type=14,
-            cpp_type=8,
-            label=1,
-            has_default_value=False,
-            default_value=0,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='lr_mult',
-            full_name='caffe.ParamSpec.lr_mult',
-            index=2,
-            number=3,
-            type=2,
-            cpp_type=6,
-            label=1,
-            has_default_value=True,
-            default_value=float(1),
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='decay_mult',
-            full_name='caffe.ParamSpec.decay_mult',
-            index=3,
-            number=4,
-            type=2,
-            cpp_type=6,
-            label=1,
-            has_default_value=True,
-            default_value=float(1),
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[_PARAMSPEC_DIMCHECKMODE, ],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=4010,
-    serialized_end=4173, )
+  name='ParamSpec',
+  full_name='caffe.ParamSpec',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='name', full_name='caffe.ParamSpec.name', index=0,
+      number=1, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=b"".decode('utf-8'),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='share_mode', full_name='caffe.ParamSpec.share_mode', index=1,
+      number=2, type=14, cpp_type=8, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='lr_mult', full_name='caffe.ParamSpec.lr_mult', index=2,
+      number=3, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=float(1),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='decay_mult', full_name='caffe.ParamSpec.decay_mult', index=3,
+      number=4, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=float(1),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _PARAMSPEC_DIMCHECKMODE,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=4010,
+  serialized_end=4173,
+)
+
 
 _LAYERPARAMETER = _descriptor.Descriptor(
-    name='LayerParameter',
-    full_name='caffe.LayerParameter',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='name',
-            full_name='caffe.LayerParameter.name',
-            index=0,
-            number=1,
-            type=9,
-            cpp_type=9,
-            label=1,
-            has_default_value=False,
-            default_value=_b("").decode('utf-8'),
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='type',
-            full_name='caffe.LayerParameter.type',
-            index=1,
-            number=2,
-            type=9,
-            cpp_type=9,
-            label=1,
-            has_default_value=False,
-            default_value=_b("").decode('utf-8'),
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='bottom',
-            full_name='caffe.LayerParameter.bottom',
-            index=2,
-            number=3,
-            type=9,
-            cpp_type=9,
-            label=3,
-            has_default_value=False,
-            default_value=[],
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='top',
-            full_name='caffe.LayerParameter.top',
-            index=3,
-            number=4,
-            type=9,
-            cpp_type=9,
-            label=3,
-            has_default_value=False,
-            default_value=[],
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='phase',
-            full_name='caffe.LayerParameter.phase',
-            index=4,
-            number=10,
-            type=14,
-            cpp_type=8,
-            label=1,
-            has_default_value=False,
-            default_value=0,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='loss_weight',
-            full_name='caffe.LayerParameter.loss_weight',
-            index=5,
-            number=5,
-            type=2,
-            cpp_type=6,
-            label=3,
-            has_default_value=False,
-            default_value=[],
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='param',
-            full_name='caffe.LayerParameter.param',
-            index=6,
-            number=6,
-            type=11,
-            cpp_type=10,
-            label=3,
-            has_default_value=False,
-            default_value=[],
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='blobs',
-            full_name='caffe.LayerParameter.blobs',
-            index=7,
-            number=7,
-            type=11,
-            cpp_type=10,
-            label=3,
-            has_default_value=False,
-            default_value=[],
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='propagate_down',
-            full_name='caffe.LayerParameter.propagate_down',
-            index=8,
-            number=11,
-            type=8,
-            cpp_type=7,
-            label=3,
-            has_default_value=False,
-            default_value=[],
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='include',
-            full_name='caffe.LayerParameter.include',
-            index=9,
-            number=8,
-            type=11,
-            cpp_type=10,
-            label=3,
-            has_default_value=False,
-            default_value=[],
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='exclude',
-            full_name='caffe.LayerParameter.exclude',
-            index=10,
-            number=9,
-            type=11,
-            cpp_type=10,
-            label=3,
-            has_default_value=False,
-            default_value=[],
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='transform_param',
-            full_name='caffe.LayerParameter.transform_param',
-            index=11,
-            number=100,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='loss_param',
-            full_name='caffe.LayerParameter.loss_param',
-            index=12,
-            number=101,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='accuracy_param',
-            full_name='caffe.LayerParameter.accuracy_param',
-            index=13,
-            number=102,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='annotated_data_param',
-            full_name='caffe.LayerParameter.annotated_data_param',
-            index=14,
-            number=200,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='argmax_param',
-            full_name='caffe.LayerParameter.argmax_param',
-            index=15,
-            number=103,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='batch_norm_param',
-            full_name='caffe.LayerParameter.batch_norm_param',
-            index=16,
-            number=139,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='bias_param',
-            full_name='caffe.LayerParameter.bias_param',
-            index=17,
-            number=141,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='concat_param',
-            full_name='caffe.LayerParameter.concat_param',
-            index=18,
-            number=104,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='contrastive_loss_param',
-            full_name='caffe.LayerParameter.contrastive_loss_param',
-            index=19,
-            number=105,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='convolution_param',
-            full_name='caffe.LayerParameter.convolution_param',
-            index=20,
-            number=106,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='crop_param',
-            full_name='caffe.LayerParameter.crop_param',
-            index=21,
-            number=144,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='data_param',
-            full_name='caffe.LayerParameter.data_param',
-            index=22,
-            number=107,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='detection_evaluate_param',
-            full_name='caffe.LayerParameter.detection_evaluate_param',
-            index=23,
-            number=205,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='detection_output_param',
-            full_name='caffe.LayerParameter.detection_output_param',
-            index=24,
-            number=204,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='dropout_param',
-            full_name='caffe.LayerParameter.dropout_param',
-            index=25,
-            number=108,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='dummy_data_param',
-            full_name='caffe.LayerParameter.dummy_data_param',
-            index=26,
-            number=109,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='eltwise_param',
-            full_name='caffe.LayerParameter.eltwise_param',
-            index=27,
-            number=110,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='elu_param',
-            full_name='caffe.LayerParameter.elu_param',
-            index=28,
-            number=140,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='embed_param',
-            full_name='caffe.LayerParameter.embed_param',
-            index=29,
-            number=137,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='exp_param',
-            full_name='caffe.LayerParameter.exp_param',
-            index=30,
-            number=111,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='flatten_param',
-            full_name='caffe.LayerParameter.flatten_param',
-            index=31,
-            number=135,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='hdf5_data_param',
-            full_name='caffe.LayerParameter.hdf5_data_param',
-            index=32,
-            number=112,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='hdf5_output_param',
-            full_name='caffe.LayerParameter.hdf5_output_param',
-            index=33,
-            number=113,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='hinge_loss_param',
-            full_name='caffe.LayerParameter.hinge_loss_param',
-            index=34,
-            number=114,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='image_data_param',
-            full_name='caffe.LayerParameter.image_data_param',
-            index=35,
-            number=115,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='infogain_loss_param',
-            full_name='caffe.LayerParameter.infogain_loss_param',
-            index=36,
-            number=116,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='inner_product_param',
-            full_name='caffe.LayerParameter.inner_product_param',
-            index=37,
-            number=117,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='input_param',
-            full_name='caffe.LayerParameter.input_param',
-            index=38,
-            number=143,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='log_param',
-            full_name='caffe.LayerParameter.log_param',
-            index=39,
-            number=134,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='lrn_param',
-            full_name='caffe.LayerParameter.lrn_param',
-            index=40,
-            number=118,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='memory_data_param',
-            full_name='caffe.LayerParameter.memory_data_param',
-            index=41,
-            number=119,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='multibox_loss_param',
-            full_name='caffe.LayerParameter.multibox_loss_param',
-            index=42,
-            number=201,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='mvn_param',
-            full_name='caffe.LayerParameter.mvn_param',
-            index=43,
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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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='embed_param', full_name='caffe.LayerParameter.embed_param', index=29,
+      number=137, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='exp_param', full_name='caffe.LayerParameter.exp_param', index=30,
+      number=111, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='flatten_param', full_name='caffe.LayerParameter.flatten_param', index=31,
+      number=135, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='hdf5_data_param', full_name='caffe.LayerParameter.hdf5_data_param', index=32,
+      number=112, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='hdf5_output_param', full_name='caffe.LayerParameter.hdf5_output_param', index=33,
+      number=113, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='hinge_loss_param', full_name='caffe.LayerParameter.hinge_loss_param', index=34,
+      number=114, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='image_data_param', full_name='caffe.LayerParameter.image_data_param', index=35,
+      number=115, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='infogain_loss_param', full_name='caffe.LayerParameter.infogain_loss_param', index=36,
+      number=116, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='inner_product_param', full_name='caffe.LayerParameter.inner_product_param', index=37,
+      number=117, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='input_param', full_name='caffe.LayerParameter.input_param', index=38,
+      number=143, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='log_param', full_name='caffe.LayerParameter.log_param', index=39,
+      number=134, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='lrn_param', full_name='caffe.LayerParameter.lrn_param', index=40,
+      number=118, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='memory_data_param', full_name='caffe.LayerParameter.memory_data_param', index=41,
+      number=119, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='multibox_loss_param', full_name='caffe.LayerParameter.multibox_loss_param', index=42,
+      number=201, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='mvn_param', full_name='caffe.LayerParameter.mvn_param', index=43,
+      number=120, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='norm_param', full_name='caffe.LayerParameter.norm_param', index=44,
+      number=206, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='parameter_param', full_name='caffe.LayerParameter.parameter_param', index=45,
+      number=145, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='permute_param', full_name='caffe.LayerParameter.permute_param', index=46,
+      number=202, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='pooling_param', full_name='caffe.LayerParameter.pooling_param', index=47,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='power_param', full_name='caffe.LayerParameter.power_param', index=48,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='prelu_param', full_name='caffe.LayerParameter.prelu_param', index=49,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='prior_box_param', full_name='caffe.LayerParameter.prior_box_param', index=50,
+      number=203, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='python_param', full_name='caffe.LayerParameter.python_param', index=51,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='recurrent_param', full_name='caffe.LayerParameter.recurrent_param', index=52,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='reduction_param', full_name='caffe.LayerParameter.reduction_param', index=53,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='relu_param', full_name='caffe.LayerParameter.relu_param', index=54,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='reshape_param', full_name='caffe.LayerParameter.reshape_param', index=55,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='scale_param', full_name='caffe.LayerParameter.scale_param', index=56,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='sigmoid_param', full_name='caffe.LayerParameter.sigmoid_param', index=57,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='softmax_param', full_name='caffe.LayerParameter.softmax_param', index=58,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='spp_param', full_name='caffe.LayerParameter.spp_param', index=59,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='slice_param', full_name='caffe.LayerParameter.slice_param', index=60,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='tanh_param', full_name='caffe.LayerParameter.tanh_param', index=61,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='threshold_param', full_name='caffe.LayerParameter.threshold_param', index=62,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='tile_param', full_name='caffe.LayerParameter.tile_param', index=63,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='video_data_param', full_name='caffe.LayerParameter.video_data_param', index=64,
+      number=207, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='window_data_param', full_name='caffe.LayerParameter.window_data_param', index=65,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='axpy_param', full_name='caffe.LayerParameter.axpy_param', index=66,
+      number=210, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='upsample_param', full_name='caffe.LayerParameter.upsample_param', index=67,
+      number=211, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='roi_pooling_param', full_name='caffe.LayerParameter.roi_pooling_param', index=68,
+      number=212, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='shuffle_channel_param', full_name='caffe.LayerParameter.shuffle_channel_param', index=69,
+      number=213, 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=4176,
+  serialized_end=7413,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='crop_h',
-            full_name='caffe.TransformationParameter.crop_h',
-            index=3,
-            number=11,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='crop_w',
-            full_name='caffe.TransformationParameter.crop_w',
-            index=4,
-            number=12,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='mean_file',
-            full_name='caffe.TransformationParameter.mean_file',
-            index=5,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='mean_value',
-            full_name='caffe.TransformationParameter.mean_value',
-            index=6,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='force_color',
-            full_name='caffe.TransformationParameter.force_color',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='force_gray',
-            full_name='caffe.TransformationParameter.force_gray',
-            index=8,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='resize_param',
-            full_name='caffe.TransformationParameter.resize_param',
-            index=9,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='noise_param',
-            full_name='caffe.TransformationParameter.noise_param',
-            index=10,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='distort_param',
-            full_name='caffe.TransformationParameter.distort_param',
-            index=11,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='expand_param',
-            full_name='caffe.TransformationParameter.expand_param',
-            index=12,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='emit_constraint',
-            full_name='caffe.TransformationParameter.emit_constraint',
-            index=13,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=7266,
-    serialized_end=7724, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='crop_h', full_name='caffe.TransformationParameter.crop_h', index=3,
+      number=11, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='crop_w', full_name='caffe.TransformationParameter.crop_w', index=4,
+      number=12, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='mean_file', full_name='caffe.TransformationParameter.mean_file', index=5,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='mean_value', full_name='caffe.TransformationParameter.mean_value', index=6,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='force_color', full_name='caffe.TransformationParameter.force_color', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='force_gray', full_name='caffe.TransformationParameter.force_gray', index=8,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='resize_param', full_name='caffe.TransformationParameter.resize_param', index=9,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='noise_param', full_name='caffe.TransformationParameter.noise_param', index=10,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='distort_param', full_name='caffe.TransformationParameter.distort_param', index=11,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='expand_param', full_name='caffe.TransformationParameter.expand_param', index=12,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='emit_constraint', full_name='caffe.TransformationParameter.emit_constraint', index=13,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=7416,
+  serialized_end=7874,
+)
+
 
 _RESIZEPARAMETER = _descriptor.Descriptor(
-    name='ResizeParameter',
-    full_name='caffe.ResizeParameter',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='prob',
-            full_name='caffe.ResizeParameter.prob',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='resize_mode',
-            full_name='caffe.ResizeParameter.resize_mode',
-            index=1,
-            number=2,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='height',
-            full_name='caffe.ResizeParameter.height',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='width',
-            full_name='caffe.ResizeParameter.width',
-            index=3,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='height_scale',
-            full_name='caffe.ResizeParameter.height_scale',
-            index=4,
-            number=8,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='width_scale',
-            full_name='caffe.ResizeParameter.width_scale',
-            index=5,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='pad_mode',
-            full_name='caffe.ResizeParameter.pad_mode',
-            index=6,
-            number=5,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='pad_value',
-            full_name='caffe.ResizeParameter.pad_value',
-            index=7,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='interp_mode',
-            full_name='caffe.ResizeParameter.interp_mode',
-            index=8,
-            number=7,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[
-        _RESIZEPARAMETER_RESIZE_MODE,
-        _RESIZEPARAMETER_PAD_MODE,
-        _RESIZEPARAMETER_INTERP_MODE,
-    ],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=7727,
-    serialized_end=8255, )
+  name='ResizeParameter',
+  full_name='caffe.ResizeParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='prob', full_name='caffe.ResizeParameter.prob', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='resize_mode', full_name='caffe.ResizeParameter.resize_mode', index=1,
+      number=2, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='height', full_name='caffe.ResizeParameter.height', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='width', full_name='caffe.ResizeParameter.width', index=3,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='height_scale', full_name='caffe.ResizeParameter.height_scale', index=4,
+      number=8, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='width_scale', full_name='caffe.ResizeParameter.width_scale', index=5,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='pad_mode', full_name='caffe.ResizeParameter.pad_mode', index=6,
+      number=5, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='pad_value', full_name='caffe.ResizeParameter.pad_value', index=7,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='interp_mode', full_name='caffe.ResizeParameter.interp_mode', index=8,
+      number=7, 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _RESIZEPARAMETER_RESIZE_MODE,
+    _RESIZEPARAMETER_PAD_MODE,
+    _RESIZEPARAMETER_INTERP_MODE,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=7877,
+  serialized_end=8405,
+)
+
 
 _SALTPEPPERPARAMETER = _descriptor.Descriptor(
-    name='SaltPepperParameter',
-    full_name='caffe.SaltPepperParameter',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='fraction',
-            full_name='caffe.SaltPepperParameter.fraction',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='value',
-            full_name='caffe.SaltPepperParameter.value',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=8257,
-    serialized_end=8314, )
+  name='SaltPepperParameter',
+  full_name='caffe.SaltPepperParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='fraction', full_name='caffe.SaltPepperParameter.fraction', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='value', full_name='caffe.SaltPepperParameter.value', 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=8407,
+  serialized_end=8464,
+)
+
 
 _NOISEPARAMETER = _descriptor.Descriptor(
-    name='NoiseParameter',
-    full_name='caffe.NoiseParameter',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='prob',
-            full_name='caffe.NoiseParameter.prob',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='hist_eq',
-            full_name='caffe.NoiseParameter.hist_eq',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='inverse',
-            full_name='caffe.NoiseParameter.inverse',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='decolorize',
-            full_name='caffe.NoiseParameter.decolorize',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='gauss_blur',
-            full_name='caffe.NoiseParameter.gauss_blur',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='jpeg',
-            full_name='caffe.NoiseParameter.jpeg',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='posterize',
-            full_name='caffe.NoiseParameter.posterize',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='erode',
-            full_name='caffe.NoiseParameter.erode',
-            index=7,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='saltpepper',
-            full_name='caffe.NoiseParameter.saltpepper',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='saltpepper_param',
-            full_name='caffe.NoiseParameter.saltpepper_param',
-            index=9,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='clahe',
-            full_name='caffe.NoiseParameter.clahe',
-            index=10,
-            number=11,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='convert_to_hsv',
-            full_name='caffe.NoiseParameter.convert_to_hsv',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='convert_to_lab',
-            full_name='caffe.NoiseParameter.convert_to_lab',
-            index=12,
-            number=13,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=8317,
-    serialized_end=8683, )
+  name='NoiseParameter',
+  full_name='caffe.NoiseParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='prob', full_name='caffe.NoiseParameter.prob', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='hist_eq', full_name='caffe.NoiseParameter.hist_eq', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='inverse', full_name='caffe.NoiseParameter.inverse', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='decolorize', full_name='caffe.NoiseParameter.decolorize', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='gauss_blur', full_name='caffe.NoiseParameter.gauss_blur', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='jpeg', full_name='caffe.NoiseParameter.jpeg', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='posterize', full_name='caffe.NoiseParameter.posterize', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='erode', full_name='caffe.NoiseParameter.erode', index=7,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='saltpepper', full_name='caffe.NoiseParameter.saltpepper', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='saltpepper_param', full_name='caffe.NoiseParameter.saltpepper_param', index=9,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='clahe', full_name='caffe.NoiseParameter.clahe', index=10,
+      number=11, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='convert_to_hsv', full_name='caffe.NoiseParameter.convert_to_hsv', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='convert_to_lab', full_name='caffe.NoiseParameter.convert_to_lab', index=12,
+      number=13, 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=8467,
+  serialized_end=8833,
+)
+
 
 _DISTORTIONPARAMETER = _descriptor.Descriptor(
-    name='DistortionParameter',
-    full_name='caffe.DistortionParameter',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='brightness_prob',
-            full_name='caffe.DistortionParameter.brightness_prob',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='brightness_delta',
-            full_name='caffe.DistortionParameter.brightness_delta',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='contrast_prob',
-            full_name='caffe.DistortionParameter.contrast_prob',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='contrast_lower',
-            full_name='caffe.DistortionParameter.contrast_lower',
-            index=3,
-            number=4,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='contrast_upper',
-            full_name='caffe.DistortionParameter.contrast_upper',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='hue_prob',
-            full_name='caffe.DistortionParameter.hue_prob',
-            index=5,
-            number=6,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='hue_delta',
-            full_name='caffe.DistortionParameter.hue_delta',
-            index=6,
-            number=7,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='saturation_prob',
-            full_name='caffe.DistortionParameter.saturation_prob',
-            index=7,
-            number=8,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='saturation_lower',
-            full_name='caffe.DistortionParameter.saturation_lower',
-            index=8,
-            number=9,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='saturation_upper',
-            full_name='caffe.DistortionParameter.saturation_upper',
-            index=9,
-            number=10,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='random_order_prob',
-            full_name='caffe.DistortionParameter.random_order_prob',
-            index=10,
-            number=11,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=8686,
-    serialized_end=9003, )
+  name='DistortionParameter',
+  full_name='caffe.DistortionParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='brightness_prob', full_name='caffe.DistortionParameter.brightness_prob', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='brightness_delta', full_name='caffe.DistortionParameter.brightness_delta', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='contrast_prob', full_name='caffe.DistortionParameter.contrast_prob', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='contrast_lower', full_name='caffe.DistortionParameter.contrast_lower', index=3,
+      number=4, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='contrast_upper', full_name='caffe.DistortionParameter.contrast_upper', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='hue_prob', full_name='caffe.DistortionParameter.hue_prob', index=5,
+      number=6, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='hue_delta', full_name='caffe.DistortionParameter.hue_delta', index=6,
+      number=7, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='saturation_prob', full_name='caffe.DistortionParameter.saturation_prob', index=7,
+      number=8, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='saturation_lower', full_name='caffe.DistortionParameter.saturation_lower', index=8,
+      number=9, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='saturation_upper', full_name='caffe.DistortionParameter.saturation_upper', index=9,
+      number=10, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='random_order_prob', full_name='caffe.DistortionParameter.random_order_prob', index=10,
+      number=11, 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=8836,
+  serialized_end=9153,
+)
+
 
 _EXPANSIONPARAMETER = _descriptor.Descriptor(
-    name='ExpansionParameter',
-    full_name='caffe.ExpansionParameter',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='prob',
-            full_name='caffe.ExpansionParameter.prob',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='max_expand_ratio',
-            full_name='caffe.ExpansionParameter.max_expand_ratio',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=9005,
-    serialized_end=9071, )
+  name='ExpansionParameter',
+  full_name='caffe.ExpansionParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='prob', full_name='caffe.ExpansionParameter.prob', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='max_expand_ratio', full_name='caffe.ExpansionParameter.max_expand_ratio', 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=9155,
+  serialized_end=9221,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[_LOSSPARAMETER_NORMALIZATIONMODE, ],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=9074,
-    serialized_end=9268, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _LOSSPARAMETER_NORMALIZATIONMODE,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=9224,
+  serialized_end=9418,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=9270,
-    serialized_end=9346, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=9420,
+  serialized_end=9496,
+)
+
 
 _ANNOTATEDDATAPARAMETER = _descriptor.Descriptor(
-    name='AnnotatedDataParameter',
-    full_name='caffe.AnnotatedDataParameter',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='batch_sampler',
-            full_name='caffe.AnnotatedDataParameter.batch_sampler',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='label_map_file',
-            full_name='caffe.AnnotatedDataParameter.label_map_file',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='anno_type',
-            full_name='caffe.AnnotatedDataParameter.anno_type',
-            index=2,
-            number=3,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=9349,
-    serialized_end=9498, )
+  name='AnnotatedDataParameter',
+  full_name='caffe.AnnotatedDataParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='batch_sampler', full_name='caffe.AnnotatedDataParameter.batch_sampler', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='label_map_file', full_name='caffe.AnnotatedDataParameter.label_map_file', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='anno_type', full_name='caffe.AnnotatedDataParameter.anno_type', index=2,
+      number=3, 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=9499,
+  serialized_end=9648,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=9500,
-    serialized_end=9577, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=9650,
+  serialized_end=9727,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=9579,
-    serialized_end=9636, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=9729,
+  serialized_end=9786,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=9638,
-    serialized_end=9744, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=9788,
+  serialized_end=9894,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=9746,
-    serialized_end=9839, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=9896,
+  serialized_end=9989,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=9841,
-    serialized_end=9917, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=9991,
+  serialized_end=10067,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[_CONVOLUTIONPARAMETER_ENGINE, ],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=9920,
-    serialized_end=10428, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _CONVOLUTIONPARAMETER_ENGINE,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=10070,
+  serialized_end=10578,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=10430,
-    serialized_end=10478, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=10580,
+  serialized_end=10628,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[_DATAPARAMETER_DB, ],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=10481,
-    serialized_end=10773, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _DATAPARAMETER_DB,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=10631,
+  serialized_end=10923,
+)
+
 
 _DETECTIONEVALUATEPARAMETER = _descriptor.Descriptor(
-    name='DetectionEvaluateParameter',
-    full_name='caffe.DetectionEvaluateParameter',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='num_classes',
-            full_name='caffe.DetectionEvaluateParameter.num_classes',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='background_label_id',
-            full_name='caffe.DetectionEvaluateParameter.background_label_id',
-            index=1,
-            number=2,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='overlap_threshold',
-            full_name='caffe.DetectionEvaluateParameter.overlap_threshold',
-            index=2,
-            number=3,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='evaluate_difficult_gt',
-            full_name='caffe.DetectionEvaluateParameter.evaluate_difficult_gt',
-            index=3,
-            number=4,
-            type=8,
-            cpp_type=7,
-            label=1,
-            has_default_value=True,
-            default_value=True,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='name_size_file',
-            full_name='caffe.DetectionEvaluateParameter.name_size_file',
-            index=4,
-            number=5,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='resize_param',
-            full_name='caffe.DetectionEvaluateParameter.resize_param',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=10776,
-    serialized_end=10996, )
+  name='DetectionEvaluateParameter',
+  full_name='caffe.DetectionEvaluateParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='num_classes', full_name='caffe.DetectionEvaluateParameter.num_classes', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='background_label_id', full_name='caffe.DetectionEvaluateParameter.background_label_id', index=1,
+      number=2, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='overlap_threshold', full_name='caffe.DetectionEvaluateParameter.overlap_threshold', index=2,
+      number=3, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='evaluate_difficult_gt', full_name='caffe.DetectionEvaluateParameter.evaluate_difficult_gt', index=3,
+      number=4, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=True,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='name_size_file', full_name='caffe.DetectionEvaluateParameter.name_size_file', index=4,
+      number=5, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='resize_param', full_name='caffe.DetectionEvaluateParameter.resize_param', 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=10926,
+  serialized_end=11146,
+)
+
 
 _NONMAXIMUMSUPPRESSIONPARAMETER = _descriptor.Descriptor(
-    name='NonMaximumSuppressionParameter',
-    full_name='caffe.NonMaximumSuppressionParameter',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='nms_threshold',
-            full_name='caffe.NonMaximumSuppressionParameter.nms_threshold',
-            index=0,
-            number=1,
-            type=2,
-            cpp_type=6,
-            label=1,
-            has_default_value=True,
-            default_value=float(0.3),
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='top_k',
-            full_name='caffe.NonMaximumSuppressionParameter.top_k',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='eta',
-            full_name='caffe.NonMaximumSuppressionParameter.eta',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=10998,
-    serialized_end=11089, )
+  name='NonMaximumSuppressionParameter',
+  full_name='caffe.NonMaximumSuppressionParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='nms_threshold', full_name='caffe.NonMaximumSuppressionParameter.nms_threshold', index=0,
+      number=1, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=float(0.3),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='top_k', full_name='caffe.NonMaximumSuppressionParameter.top_k', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='eta', full_name='caffe.NonMaximumSuppressionParameter.eta', 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=11148,
+  serialized_end=11239,
+)
+
 
 _SAVEOUTPUTPARAMETER = _descriptor.Descriptor(
-    name='SaveOutputParameter',
-    full_name='caffe.SaveOutputParameter',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='output_directory',
-            full_name='caffe.SaveOutputParameter.output_directory',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='output_name_prefix',
-            full_name='caffe.SaveOutputParameter.output_name_prefix',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='output_format',
-            full_name='caffe.SaveOutputParameter.output_format',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='label_map_file',
-            full_name='caffe.SaveOutputParameter.label_map_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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='name_size_file',
-            full_name='caffe.SaveOutputParameter.name_size_file',
-            index=4,
-            number=5,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='num_test_image',
-            full_name='caffe.SaveOutputParameter.num_test_image',
-            index=5,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='resize_param',
-            full_name='caffe.SaveOutputParameter.resize_param',
-            index=6,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=11092,
-    serialized_end=11308, )
+  name='SaveOutputParameter',
+  full_name='caffe.SaveOutputParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='output_directory', full_name='caffe.SaveOutputParameter.output_directory', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='output_name_prefix', full_name='caffe.SaveOutputParameter.output_name_prefix', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='output_format', full_name='caffe.SaveOutputParameter.output_format', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='label_map_file', full_name='caffe.SaveOutputParameter.label_map_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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='name_size_file', full_name='caffe.SaveOutputParameter.name_size_file', index=4,
+      number=5, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='num_test_image', full_name='caffe.SaveOutputParameter.num_test_image', index=5,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='resize_param', full_name='caffe.SaveOutputParameter.resize_param', index=6,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=11242,
+  serialized_end=11458,
+)
+
 
 _DETECTIONOUTPUTPARAMETER = _descriptor.Descriptor(
-    name='DetectionOutputParameter',
-    full_name='caffe.DetectionOutputParameter',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='num_classes',
-            full_name='caffe.DetectionOutputParameter.num_classes',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='share_location',
-            full_name='caffe.DetectionOutputParameter.share_location',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='background_label_id',
-            full_name='caffe.DetectionOutputParameter.background_label_id',
-            index=2,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='nms_param',
-            full_name='caffe.DetectionOutputParameter.nms_param',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='save_output_param',
-            full_name='caffe.DetectionOutputParameter.save_output_param',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='code_type',
-            full_name='caffe.DetectionOutputParameter.code_type',
-            index=5,
-            number=6,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='variance_encoded_in_target',
-            full_name='caffe.DetectionOutputParameter.variance_encoded_in_target',
-            index=6,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='keep_top_k',
-            full_name='caffe.DetectionOutputParameter.keep_top_k',
-            index=7,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='confidence_threshold',
-            full_name='caffe.DetectionOutputParameter.confidence_threshold',
-            index=8,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='visualize',
-            full_name='caffe.DetectionOutputParameter.visualize',
-            index=9,
-            number=10,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='visualize_threshold',
-            full_name='caffe.DetectionOutputParameter.visualize_threshold',
-            index=10,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='save_file',
-            full_name='caffe.DetectionOutputParameter.save_file',
-            index=11,
-            number=12,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=11311,
-    serialized_end=11766, )
+  name='DetectionOutputParameter',
+  full_name='caffe.DetectionOutputParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='num_classes', full_name='caffe.DetectionOutputParameter.num_classes', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='share_location', full_name='caffe.DetectionOutputParameter.share_location', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='background_label_id', full_name='caffe.DetectionOutputParameter.background_label_id', index=2,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='nms_param', full_name='caffe.DetectionOutputParameter.nms_param', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='save_output_param', full_name='caffe.DetectionOutputParameter.save_output_param', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='code_type', full_name='caffe.DetectionOutputParameter.code_type', index=5,
+      number=6, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='variance_encoded_in_target', full_name='caffe.DetectionOutputParameter.variance_encoded_in_target', index=6,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='keep_top_k', full_name='caffe.DetectionOutputParameter.keep_top_k', index=7,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='confidence_threshold', full_name='caffe.DetectionOutputParameter.confidence_threshold', index=8,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='visualize', full_name='caffe.DetectionOutputParameter.visualize', index=9,
+      number=10, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='visualize_threshold', full_name='caffe.DetectionOutputParameter.visualize_threshold', index=10,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='save_file', full_name='caffe.DetectionOutputParameter.save_file', index=11,
+      number=12, 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=11461,
+  serialized_end=11916,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=11768,
-    serialized_end=11814, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=11918,
+  serialized_end=11964,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=11817,
-    serialized_end=11977, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=11967,
+  serialized_end=12127,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[_ELTWISEPARAMETER_ELTWISEOP, ],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=11980,
-    serialized_end=12145, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _ELTWISEPARAMETER_ELTWISEOP,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=12130,
+  serialized_end=12295,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=12147,
-    serialized_end=12179, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=12297,
+  serialized_end=12329,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=12182,
-    serialized_end=12354, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=12332,
+  serialized_end=12504,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=12356,
-    serialized_end=12424, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=12506,
+  serialized_end=12574,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=12426,
-    serialized_end=12483, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=12576,
+  serialized_end=12633,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=12485,
-    serialized_end=12564, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=12635,
+  serialized_end=12714,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=12566,
-    serialized_end=12606, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=12716,
+  serialized_end=12756,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[_HINGELOSSPARAMETER_NORM, ],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=12608,
-    serialized_end=12702, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _HINGELOSSPARAMETER_NORM,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=12758,
+  serialized_end=12852,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=12705,
-    serialized_end=12984, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=12855,
+  serialized_end=13134,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=12986,
-    serialized_end=13025, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=13136,
+  serialized_end=13175,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=13028,
-    serialized_end=13231, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=13178,
+  serialized_end=13381,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=13233,
-    serialized_end=13282, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=13383,
+  serialized_end=13432,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=13284,
-    serialized_end=13352, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=13434,
+  serialized_end=13502,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[
-        _LRNPARAMETER_NORMREGION,
-        _LRNPARAMETER_ENGINE,
-    ],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=13355,
-    serialized_end=13667, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _LRNPARAMETER_NORMREGION,
+    _LRNPARAMETER_ENGINE,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=13505,
+  serialized_end=13817,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=13669,
-    serialized_end=13759, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=13819,
+  serialized_end=13909,
+)
+
 
 _MULTIBOXLOSSPARAMETER = _descriptor.Descriptor(
-    name='MultiBoxLossParameter',
-    full_name='caffe.MultiBoxLossParameter',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='loc_loss_type',
-            full_name='caffe.MultiBoxLossParameter.loc_loss_type',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='conf_loss_type',
-            full_name='caffe.MultiBoxLossParameter.conf_loss_type',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='loc_weight',
-            full_name='caffe.MultiBoxLossParameter.loc_weight',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='num_classes',
-            full_name='caffe.MultiBoxLossParameter.num_classes',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='share_location',
-            full_name='caffe.MultiBoxLossParameter.share_location',
-            index=4,
-            number=5,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='match_type',
-            full_name='caffe.MultiBoxLossParameter.match_type',
-            index=5,
-            number=6,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='overlap_threshold',
-            full_name='caffe.MultiBoxLossParameter.overlap_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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='use_prior_for_matching',
-            full_name='caffe.MultiBoxLossParameter.use_prior_for_matching',
-            index=7,
-            number=8,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='background_label_id',
-            full_name='caffe.MultiBoxLossParameter.background_label_id',
-            index=8,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='use_difficult_gt',
-            full_name='caffe.MultiBoxLossParameter.use_difficult_gt',
-            index=9,
-            number=10,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='do_neg_mining',
-            full_name='caffe.MultiBoxLossParameter.do_neg_mining',
-            index=10,
-            number=11,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='neg_pos_ratio',
-            full_name='caffe.MultiBoxLossParameter.neg_pos_ratio',
-            index=11,
-            number=12,
-            type=2,
-            cpp_type=6,
-            label=1,
-            has_default_value=True,
-            default_value=float(3),
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='neg_overlap',
-            full_name='caffe.MultiBoxLossParameter.neg_overlap',
-            index=12,
-            number=13,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='code_type',
-            full_name='caffe.MultiBoxLossParameter.code_type',
-            index=13,
-            number=14,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='encode_variance_in_target',
-            full_name='caffe.MultiBoxLossParameter.encode_variance_in_target',
-            index=14,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='map_object_to_agnostic',
-            full_name='caffe.MultiBoxLossParameter.map_object_to_agnostic',
-            index=15,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='ignore_cross_boundary_bbox',
-            full_name='caffe.MultiBoxLossParameter.ignore_cross_boundary_bbox',
-            index=16,
-            number=18,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='bp_inside',
-            full_name='caffe.MultiBoxLossParameter.bp_inside',
-            index=17,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='mining_type',
-            full_name='caffe.MultiBoxLossParameter.mining_type',
-            index=18,
-            number=20,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='nms_param',
-            full_name='caffe.MultiBoxLossParameter.nms_param',
-            index=19,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='sample_size',
-            full_name='caffe.MultiBoxLossParameter.sample_size',
-            index=20,
-            number=22,
-            type=5,
-            cpp_type=1,
-            label=1,
-            has_default_value=True,
-            default_value=64,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='use_prior_for_nms',
-            full_name='caffe.MultiBoxLossParameter.use_prior_for_nms',
-            index=21,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[
-        _MULTIBOXLOSSPARAMETER_LOCLOSSTYPE,
-        _MULTIBOXLOSSPARAMETER_CONFLOSSTYPE,
-        _MULTIBOXLOSSPARAMETER_MATCHTYPE,
-        _MULTIBOXLOSSPARAMETER_MININGTYPE,
-    ],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=13762,
-    serialized_end=14890, )
+  name='MultiBoxLossParameter',
+  full_name='caffe.MultiBoxLossParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='loc_loss_type', full_name='caffe.MultiBoxLossParameter.loc_loss_type', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='conf_loss_type', full_name='caffe.MultiBoxLossParameter.conf_loss_type', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='loc_weight', full_name='caffe.MultiBoxLossParameter.loc_weight', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='num_classes', full_name='caffe.MultiBoxLossParameter.num_classes', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='share_location', full_name='caffe.MultiBoxLossParameter.share_location', index=4,
+      number=5, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='match_type', full_name='caffe.MultiBoxLossParameter.match_type', index=5,
+      number=6, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='overlap_threshold', full_name='caffe.MultiBoxLossParameter.overlap_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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='use_prior_for_matching', full_name='caffe.MultiBoxLossParameter.use_prior_for_matching', index=7,
+      number=8, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='background_label_id', full_name='caffe.MultiBoxLossParameter.background_label_id', index=8,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='use_difficult_gt', full_name='caffe.MultiBoxLossParameter.use_difficult_gt', index=9,
+      number=10, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='do_neg_mining', full_name='caffe.MultiBoxLossParameter.do_neg_mining', index=10,
+      number=11, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='neg_pos_ratio', full_name='caffe.MultiBoxLossParameter.neg_pos_ratio', index=11,
+      number=12, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=float(3),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='neg_overlap', full_name='caffe.MultiBoxLossParameter.neg_overlap', index=12,
+      number=13, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='code_type', full_name='caffe.MultiBoxLossParameter.code_type', index=13,
+      number=14, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='encode_variance_in_target', full_name='caffe.MultiBoxLossParameter.encode_variance_in_target', index=14,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='map_object_to_agnostic', full_name='caffe.MultiBoxLossParameter.map_object_to_agnostic', index=15,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='ignore_cross_boundary_bbox', full_name='caffe.MultiBoxLossParameter.ignore_cross_boundary_bbox', index=16,
+      number=18, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='bp_inside', full_name='caffe.MultiBoxLossParameter.bp_inside', index=17,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='mining_type', full_name='caffe.MultiBoxLossParameter.mining_type', index=18,
+      number=20, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='nms_param', full_name='caffe.MultiBoxLossParameter.nms_param', index=19,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='sample_size', full_name='caffe.MultiBoxLossParameter.sample_size', index=20,
+      number=22, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=64,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='use_prior_for_nms', full_name='caffe.MultiBoxLossParameter.use_prior_for_nms', index=21,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _MULTIBOXLOSSPARAMETER_LOCLOSSTYPE,
+    _MULTIBOXLOSSPARAMETER_CONFLOSSTYPE,
+    _MULTIBOXLOSSPARAMETER_MATCHTYPE,
+    _MULTIBOXLOSSPARAMETER_MININGTYPE,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=13912,
+  serialized_end=15040,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=14892,
-    serialized_end=14992, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=15042,
+  serialized_end=15142,
+)
+
 
 _NORMALIZEPARAMETER = _descriptor.Descriptor(
-    name='NormalizeParameter',
-    full_name='caffe.NormalizeParameter',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='across_spatial',
-            full_name='caffe.NormalizeParameter.across_spatial',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='scale_filler',
-            full_name='caffe.NormalizeParameter.scale_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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='channel_shared',
-            full_name='caffe.NormalizeParameter.channel_shared',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='eps',
-            full_name='caffe.NormalizeParameter.eps',
-            index=3,
-            number=4,
-            type=2,
-            cpp_type=6,
-            label=1,
-            has_default_value=True,
-            default_value=float(1e-10),
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=14995,
-    serialized_end=15141, )
+  name='NormalizeParameter',
+  full_name='caffe.NormalizeParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='across_spatial', full_name='caffe.NormalizeParameter.across_spatial', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='scale_filler', full_name='caffe.NormalizeParameter.scale_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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='channel_shared', full_name='caffe.NormalizeParameter.channel_shared', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='eps', full_name='caffe.NormalizeParameter.eps', index=3,
+      number=4, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=float(1e-10),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=15145,
+  serialized_end=15291,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=15143,
-    serialized_end=15196, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=15293,
+  serialized_end=15346,
+)
+
 
 _PERMUTEPARAMETER = _descriptor.Descriptor(
-    name='PermuteParameter',
-    full_name='caffe.PermuteParameter',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='order',
-            full_name='caffe.PermuteParameter.order',
-            index=0,
-            number=1,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=15198,
-    serialized_end=15231, )
+  name='PermuteParameter',
+  full_name='caffe.PermuteParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='order', full_name='caffe.PermuteParameter.order', index=0,
+      number=1, 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=15348,
+  serialized_end=15381,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[
-        _POOLINGPARAMETER_POOLMETHOD,
-        _POOLINGPARAMETER_ENGINE,
-    ],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=15234,
-    serialized_end=15652, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _POOLINGPARAMETER_POOLMETHOD,
+    _POOLINGPARAMETER_ENGINE,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=15384,
+  serialized_end=15802,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=15654,
-    serialized_end=15724, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=15804,
+  serialized_end=15874,
+)
+
 
 _PRIORBOXPARAMETER = _descriptor.Descriptor(
-    name='PriorBoxParameter',
-    full_name='caffe.PriorBoxParameter',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='min_size',
-            full_name='caffe.PriorBoxParameter.min_size',
-            index=0,
-            number=1,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='max_size',
-            full_name='caffe.PriorBoxParameter.max_size',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='aspect_ratio',
-            full_name='caffe.PriorBoxParameter.aspect_ratio',
-            index=2,
-            number=3,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='flip',
-            full_name='caffe.PriorBoxParameter.flip',
-            index=3,
-            number=4,
-            type=8,
-            cpp_type=7,
-            label=1,
-            has_default_value=True,
-            default_value=True,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='clip',
-            full_name='caffe.PriorBoxParameter.clip',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='variance',
-            full_name='caffe.PriorBoxParameter.variance',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='img_size',
-            full_name='caffe.PriorBoxParameter.img_size',
-            index=6,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='img_h',
-            full_name='caffe.PriorBoxParameter.img_h',
-            index=7,
-            number=8,
-            type=13,
-            cpp_type=3,
-            label=1,
-            has_default_value=False,
-            default_value=0,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='img_w',
-            full_name='caffe.PriorBoxParameter.img_w',
-            index=8,
-            number=9,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='step',
-            full_name='caffe.PriorBoxParameter.step',
-            index=9,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='step_h',
-            full_name='caffe.PriorBoxParameter.step_h',
-            index=10,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='step_w',
-            full_name='caffe.PriorBoxParameter.step_w',
-            index=11,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='offset',
-            full_name='caffe.PriorBoxParameter.offset',
-            index=12,
-            number=13,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[_PRIORBOXPARAMETER_CODETYPE, ],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=15727,
-    serialized_end=16036, )
+  name='PriorBoxParameter',
+  full_name='caffe.PriorBoxParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='min_size', full_name='caffe.PriorBoxParameter.min_size', index=0,
+      number=1, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='max_size', full_name='caffe.PriorBoxParameter.max_size', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='aspect_ratio', full_name='caffe.PriorBoxParameter.aspect_ratio', index=2,
+      number=3, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='flip', full_name='caffe.PriorBoxParameter.flip', index=3,
+      number=4, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=True,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='clip', full_name='caffe.PriorBoxParameter.clip', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='variance', full_name='caffe.PriorBoxParameter.variance', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='img_size', full_name='caffe.PriorBoxParameter.img_size', index=6,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='img_h', full_name='caffe.PriorBoxParameter.img_h', index=7,
+      number=8, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='img_w', full_name='caffe.PriorBoxParameter.img_w', index=8,
+      number=9, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='step', full_name='caffe.PriorBoxParameter.step', index=9,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='step_h', full_name='caffe.PriorBoxParameter.step_h', index=10,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='step_w', full_name='caffe.PriorBoxParameter.step_w', index=11,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='offset', full_name='caffe.PriorBoxParameter.offset', index=12,
+      number=13, 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _PRIORBOXPARAMETER_CODETYPE,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=15877,
+  serialized_end=16186,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=16038,
-    serialized_end=16141, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=16188,
+  serialized_end=16291,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=16144,
-    serialized_end=16336, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=16294,
+  serialized_end=16486,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[_REDUCTIONPARAMETER_REDUCTIONOP, ],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=16339,
-    serialized_end=16512, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _REDUCTIONPARAMETER_REDUCTIONOP,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=16489,
+  serialized_end=16662,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[_RELUPARAMETER_ENGINE, ],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=16515,
-    serialized_end=16656, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _RELUPARAMETER_ENGINE,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=16665,
+  serialized_end=16806,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=16658,
-    serialized_end=16748, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=16808,
+  serialized_end=16898,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=16751,
-    serialized_end=16916, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=16901,
+  serialized_end=17066,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[_SIGMOIDPARAMETER_ENGINE, ],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=16918,
-    serialized_end=17038, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _SIGMOIDPARAMETER_ENGINE,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=17068,
+  serialized_end=17188,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=17040,
-    serialized_end=17116, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=17190,
+  serialized_end=17266,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[_SOFTMAXPARAMETER_ENGINE, ],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=17119,
-    serialized_end=17256, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _SOFTMAXPARAMETER_ENGINE,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=17269,
+  serialized_end=17406,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[_TANHPARAMETER_ENGINE, ],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=17258,
-    serialized_end=17372, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _TANHPARAMETER_ENGINE,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=17408,
+  serialized_end=17522,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=17374,
-    serialized_end=17421, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=17524,
+  serialized_end=17571,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=17423,
-    serialized_end=17465, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=17573,
+  serialized_end=17615,
+)
+
 
 _VIDEODATAPARAMETER = _descriptor.Descriptor(
-    name='VideoDataParameter',
-    full_name='caffe.VideoDataParameter',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='video_type',
-            full_name='caffe.VideoDataParameter.video_type',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='device_id',
-            full_name='caffe.VideoDataParameter.device_id',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='video_file',
-            full_name='caffe.VideoDataParameter.video_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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='skip_frames',
-            full_name='caffe.VideoDataParameter.skip_frames',
-            index=3,
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[_VIDEODATAPARAMETER_VIDEOTYPE, ],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=17468,
-    serialized_end=17655, )
+  name='VideoDataParameter',
+  full_name='caffe.VideoDataParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='video_type', full_name='caffe.VideoDataParameter.video_type', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='device_id', full_name='caffe.VideoDataParameter.device_id', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='video_file', full_name='caffe.VideoDataParameter.video_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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='skip_frames', full_name='caffe.VideoDataParameter.skip_frames', index=3,
+      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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _VIDEODATAPARAMETER_VIDEOTYPE,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=17618,
+  serialized_end=17805,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='mirror',
-            full_name='caffe.WindowDataParameter.mirror',
-            index=5,
-            number=6,
-            type=8,
-            cpp_type=7,
-            label=1,
-            has_default_value=True,
-            default_value=False,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='bg_threshold',
-            full_name='caffe.WindowDataParameter.bg_threshold',
-            index=7,
-            number=8,
-            type=2,
-            cpp_type=6,
-            label=1,
-            has_default_value=True,
-            default_value=float(0.5),
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=17658,
-    serialized_end=17979, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='mirror', full_name='caffe.WindowDataParameter.mirror', index=5,
+      number=6, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='bg_threshold', full_name='caffe.WindowDataParameter.bg_threshold', index=7,
+      number=8, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=float(0.5),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=17808,
+  serialized_end=18129,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[
-        _SPPPARAMETER_POOLMETHOD,
-        _SPPPARAMETER_ENGINE,
-    ],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=17982,
-    serialized_end=18217, )
+  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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _SPPPARAMETER_POOLMETHOD,
+    _SPPPARAMETER_ENGINE,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=18132,
+  serialized_end=18367,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='name',
-            full_name='caffe.V1LayerParameter.name',
-            index=2,
-            number=4,
-            type=9,
-            cpp_type=9,
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+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+    _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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _V1LAYERPARAMETER_LAYERTYPE,
+    _V1LAYERPARAMETER_DIMCHECKMODE,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=18370,
+  serialized_end=20898,
+)
+
 
 _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='type',
-            full_name='caffe.V0LayerParameter.type',
-            index=1,
-            number=2,
-            type=9,
-            cpp_type=9,
-            label=1,
-            has_default_value=False,
-            default_value=_b("").decode('utf-8'),
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='biasterm',
-            full_name='caffe.V0LayerParameter.biasterm',
-            index=3,
-            number=4,
-            type=8,
-            cpp_type=7,
-            label=1,
-            has_default_value=True,
-            default_value=True,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='weight_filler',
-            full_name='caffe.V0LayerParameter.weight_filler',
-            index=4,
-            number=5,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='bias_filler',
-            full_name='caffe.V0LayerParameter.bias_filler',
-            index=5,
-            number=6,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='pad',
-            full_name='caffe.V0LayerParameter.pad',
-            index=6,
-            number=7,
-            type=13,
-            cpp_type=3,
-            label=1,
-            has_default_value=True,
-            default_value=0,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='kernelsize',
-            full_name='caffe.V0LayerParameter.kernelsize',
-            index=7,
-            number=8,
-            type=13,
-            cpp_type=3,
-            label=1,
-            has_default_value=False,
-            default_value=0,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='group',
-            full_name='caffe.V0LayerParameter.group',
-            index=8,
-            number=9,
-            type=13,
-            cpp_type=3,
-            label=1,
-            has_default_value=True,
-            default_value=1,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='stride',
-            full_name='caffe.V0LayerParameter.stride',
-            index=9,
-            number=10,
-            type=13,
-            cpp_type=3,
-            label=1,
-            has_default_value=True,
-            default_value=1,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='pool',
-            full_name='caffe.V0LayerParameter.pool',
-            index=10,
-            number=11,
-            type=14,
-            cpp_type=8,
-            label=1,
-            has_default_value=True,
-            default_value=0,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='dropout_ratio',
-            full_name='caffe.V0LayerParameter.dropout_ratio',
-            index=11,
-            number=12,
-            type=2,
-            cpp_type=6,
-            label=1,
-            has_default_value=True,
-            default_value=float(0.5),
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='local_size',
-            full_name='caffe.V0LayerParameter.local_size',
-            index=12,
-            number=13,
-            type=13,
-            cpp_type=3,
-            label=1,
-            has_default_value=True,
-            default_value=5,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='alpha',
-            full_name='caffe.V0LayerParameter.alpha',
-            index=13,
-            number=14,
-            type=2,
-            cpp_type=6,
-            label=1,
-            has_default_value=True,
-            default_value=float(1),
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='beta',
-            full_name='caffe.V0LayerParameter.beta',
-            index=14,
-            number=15,
-            type=2,
-            cpp_type=6,
-            label=1,
-            has_default_value=True,
-            default_value=float(0.75),
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='k',
-            full_name='caffe.V0LayerParameter.k',
-            index=15,
-            number=22,
-            type=2,
-            cpp_type=6,
-            label=1,
-            has_default_value=True,
-            default_value=float(1),
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='source',
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+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='det_crop_mode', full_name='caffe.V0LayerParameter.det_crop_mode', index=30,
+      number=59, type=9, cpp_type=9, label=1,
+      has_default_value=True, default_value=b"warp".decode('utf-8'),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='new_num', full_name='caffe.V0LayerParameter.new_num', index=31,
+      number=60, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='new_channels', full_name='caffe.V0LayerParameter.new_channels', index=32,
+      number=61, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='new_height', full_name='caffe.V0LayerParameter.new_height', index=33,
+      number=62, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='new_width', full_name='caffe.V0LayerParameter.new_width', index=34,
+      number=63, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='shuffle_images', full_name='caffe.V0LayerParameter.shuffle_images', index=35,
+      number=64, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='concat_dim', full_name='caffe.V0LayerParameter.concat_dim', index=36,
+      number=65, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='hdf5_output_param', full_name='caffe.V0LayerParameter.hdf5_output_param', index=37,
+      number=1001, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _V0LAYERPARAMETER_POOLMETHOD,
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=20901,
+  serialized_end=21922,
+)
+
 
 _PRELUPARAMETER = _descriptor.Descriptor(
-    name='PReLUParameter',
-    full_name='caffe.PReLUParameter',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='filler',
-            full_name='caffe.PReLUParameter.filler',
-            index=0,
-            number=1,
-            type=11,
-            cpp_type=10,
-            label=1,
-            has_default_value=False,
-            default_value=None,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-        _descriptor.FieldDescriptor(
-            name='channel_shared',
-            full_name='caffe.PReLUParameter.channel_shared',
-            index=1,
-            number=2,
-            type=8,
-            cpp_type=7,
-            label=1,
-            has_default_value=True,
-            default_value=False,
-            message_type=None,
-            enum_type=None,
-            containing_type=None,
-            is_extension=False,
-            extension_scope=None,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=21774,
-    serialized_end=21861, )
+  name='PReLUParameter',
+  full_name='caffe.PReLUParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='filler', full_name='caffe.PReLUParameter.filler', index=0,
+      number=1, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='channel_shared', full_name='caffe.PReLUParameter.channel_shared', index=1,
+      number=2, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=21924,
+  serialized_end=22011,
+)
+
+
+_AXPYPARAMETER = _descriptor.Descriptor(
+  name='AxpyParameter',
+  full_name='caffe.AxpyParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=22013,
+  serialized_end=22028,
+)
+
+
+_UPSAMPLEPARAMETER = _descriptor.Descriptor(
+  name='UpsampleParameter',
+  full_name='caffe.UpsampleParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='scale', full_name='caffe.UpsampleParameter.scale', 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=22030,
+  serialized_end=22067,
+)
+
+
+_ROIPOOLINGPARAMETER = _descriptor.Descriptor(
+  name='ROIPoolingParameter',
+  full_name='caffe.ROIPoolingParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='pooled_h', full_name='caffe.ROIPoolingParameter.pooled_h', 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='pooled_w', full_name='caffe.ROIPoolingParameter.pooled_w', index=1,
+      number=2, 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,
+      serialized_options=None, file=DESCRIPTOR),
+    _descriptor.FieldDescriptor(
+      name='spatial_scale', full_name='caffe.ROIPoolingParameter.spatial_scale', 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=22069,
+  serialized_end=22158,
+)
+
 
 _SHUFFLECHANNELPARAMETER = _descriptor.Descriptor(
-    name='ShuffleChannelParameter',
-    full_name='caffe.ShuffleChannelParameter',
-    filename=None,
-    file=DESCRIPTOR,
-    containing_type=None,
-    fields=[
-        _descriptor.FieldDescriptor(
-            name='group',
-            full_name='caffe.ShuffleChannelParameter.group',
-            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,
-            serialized_options=None,
-            file=DESCRIPTOR),
-    ],
-    extensions=[],
-    nested_types=[],
-    enum_types=[],
-    serialized_options=None,
-    is_extendable=False,
-    syntax='proto2',
-    extension_ranges=[],
-    oneofs=[],
-    serialized_start=21863,
-    serialized_end=21906, )
+  name='ShuffleChannelParameter',
+  full_name='caffe.ShuffleChannelParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='group', full_name='caffe.ShuffleChannelParameter.group', 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,
+      serialized_options=None, file=DESCRIPTOR),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  serialized_options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=22160,
+  serialized_end=22203,
+)
 
 _BLOBPROTO.fields_by_name['shape'].message_type = _BLOBSHAPE
 _BLOBPROTOVECTOR.fields_by_name['blobs'].message_type = _BLOBPROTO
 _LABELMAP.fields_by_name['item'].message_type = _LABELMAPITEM
 _BATCHSAMPLER.fields_by_name['sampler'].message_type = _SAMPLER
-_BATCHSAMPLER.fields_by_name[
-    'sample_constraint'].message_type = _SAMPLECONSTRAINT
+_BATCHSAMPLER.fields_by_name['sample_constraint'].message_type = _SAMPLECONSTRAINT
 _EMITCONSTRAINT.fields_by_name['emit_type'].enum_type = _EMITCONSTRAINT_EMITTYPE
 _EMITCONSTRAINT_EMITTYPE.containing_type = _EMITCONSTRAINT
 _ANNOTATION.fields_by_name['bbox'].message_type = _NORMALIZEDBBOX
 _ANNOTATIONGROUP.fields_by_name['annotation'].message_type = _ANNOTATION
 _ANNOTATEDDATUM.fields_by_name['datum'].message_type = _DATUM
-_ANNOTATEDDATUM.fields_by_name[
-    'type'].enum_type = _ANNOTATEDDATUM_ANNOTATIONTYPE
-_ANNOTATEDDATUM.fields_by_name[
-    'annotation_group'].message_type = _ANNOTATIONGROUP
+_ANNOTATEDDATUM.fields_by_name['type'].enum_type = _ANNOTATEDDATUM_ANNOTATIONTYPE
+_ANNOTATEDDATUM.fields_by_name['annotation_group'].message_type = _ANNOTATIONGROUP
 _ANNOTATEDDATUM_ANNOTATIONTYPE.containing_type = _ANNOTATEDDATUM
-_FILLERPARAMETER.fields_by_name[
-    'variance_norm'].enum_type = _FILLERPARAMETER_VARIANCENORM
+_FILLERPARAMETER.fields_by_name['variance_norm'].enum_type = _FILLERPARAMETER_VARIANCENORM
 _FILLERPARAMETER_VARIANCENORM.containing_type = _FILLERPARAMETER
 _NETPARAMETER.fields_by_name['input_shape'].message_type = _BLOBSHAPE
 _NETPARAMETER.fields_by_name['state'].message_type = _NETSTATE
@@ -12770,12 +7442,9 @@ _SOLVERPARAMETER.fields_by_name['train_net_param'].message_type = _NETPARAMETER
 _SOLVERPARAMETER.fields_by_name['test_net_param'].message_type = _NETPARAMETER
 _SOLVERPARAMETER.fields_by_name['train_state'].message_type = _NETSTATE
 _SOLVERPARAMETER.fields_by_name['test_state'].message_type = _NETSTATE
-_SOLVERPARAMETER.fields_by_name[
-    'snapshot_format'].enum_type = _SOLVERPARAMETER_SNAPSHOTFORMAT
-_SOLVERPARAMETER.fields_by_name[
-    'solver_mode'].enum_type = _SOLVERPARAMETER_SOLVERMODE
-_SOLVERPARAMETER.fields_by_name[
-    'solver_type'].enum_type = _SOLVERPARAMETER_SOLVERTYPE
+_SOLVERPARAMETER.fields_by_name['snapshot_format'].enum_type = _SOLVERPARAMETER_SNAPSHOTFORMAT
+_SOLVERPARAMETER.fields_by_name['solver_mode'].enum_type = _SOLVERPARAMETER_SOLVERMODE
+_SOLVERPARAMETER.fields_by_name['solver_type'].enum_type = _SOLVERPARAMETER_SOLVERTYPE
 _SOLVERPARAMETER_SNAPSHOTFORMAT.containing_type = _SOLVERPARAMETER
 _SOLVERPARAMETER_SOLVERMODE.containing_type = _SOLVERPARAMETER
 _SOLVERPARAMETER_SOLVERTYPE.containing_type = _SOLVERPARAMETER
@@ -12789,185 +7458,128 @@ _LAYERPARAMETER.fields_by_name['param'].message_type = _PARAMSPEC
 _LAYERPARAMETER.fields_by_name['blobs'].message_type = _BLOBPROTO
 _LAYERPARAMETER.fields_by_name['include'].message_type = _NETSTATERULE
 _LAYERPARAMETER.fields_by_name['exclude'].message_type = _NETSTATERULE
-_LAYERPARAMETER.fields_by_name[
-    'transform_param'].message_type = _TRANSFORMATIONPARAMETER
+_LAYERPARAMETER.fields_by_name['transform_param'].message_type = _TRANSFORMATIONPARAMETER
 _LAYERPARAMETER.fields_by_name['loss_param'].message_type = _LOSSPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'accuracy_param'].message_type = _ACCURACYPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'annotated_data_param'].message_type = _ANNOTATEDDATAPARAMETER
+_LAYERPARAMETER.fields_by_name['accuracy_param'].message_type = _ACCURACYPARAMETER
+_LAYERPARAMETER.fields_by_name['annotated_data_param'].message_type = _ANNOTATEDDATAPARAMETER
 _LAYERPARAMETER.fields_by_name['argmax_param'].message_type = _ARGMAXPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'batch_norm_param'].message_type = _BATCHNORMPARAMETER
+_LAYERPARAMETER.fields_by_name['batch_norm_param'].message_type = _BATCHNORMPARAMETER
 _LAYERPARAMETER.fields_by_name['bias_param'].message_type = _BIASPARAMETER
 _LAYERPARAMETER.fields_by_name['concat_param'].message_type = _CONCATPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'contrastive_loss_param'].message_type = _CONTRASTIVELOSSPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'convolution_param'].message_type = _CONVOLUTIONPARAMETER
+_LAYERPARAMETER.fields_by_name['contrastive_loss_param'].message_type = _CONTRASTIVELOSSPARAMETER
+_LAYERPARAMETER.fields_by_name['convolution_param'].message_type = _CONVOLUTIONPARAMETER
 _LAYERPARAMETER.fields_by_name['crop_param'].message_type = _CROPPARAMETER
 _LAYERPARAMETER.fields_by_name['data_param'].message_type = _DATAPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'detection_evaluate_param'].message_type = _DETECTIONEVALUATEPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'detection_output_param'].message_type = _DETECTIONOUTPUTPARAMETER
+_LAYERPARAMETER.fields_by_name['detection_evaluate_param'].message_type = _DETECTIONEVALUATEPARAMETER
+_LAYERPARAMETER.fields_by_name['detection_output_param'].message_type = _DETECTIONOUTPUTPARAMETER
 _LAYERPARAMETER.fields_by_name['dropout_param'].message_type = _DROPOUTPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'dummy_data_param'].message_type = _DUMMYDATAPARAMETER
+_LAYERPARAMETER.fields_by_name['dummy_data_param'].message_type = _DUMMYDATAPARAMETER
 _LAYERPARAMETER.fields_by_name['eltwise_param'].message_type = _ELTWISEPARAMETER
 _LAYERPARAMETER.fields_by_name['elu_param'].message_type = _ELUPARAMETER
 _LAYERPARAMETER.fields_by_name['embed_param'].message_type = _EMBEDPARAMETER
 _LAYERPARAMETER.fields_by_name['exp_param'].message_type = _EXPPARAMETER
 _LAYERPARAMETER.fields_by_name['flatten_param'].message_type = _FLATTENPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'hdf5_data_param'].message_type = _HDF5DATAPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'hdf5_output_param'].message_type = _HDF5OUTPUTPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'hinge_loss_param'].message_type = _HINGELOSSPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'image_data_param'].message_type = _IMAGEDATAPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'infogain_loss_param'].message_type = _INFOGAINLOSSPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'inner_product_param'].message_type = _INNERPRODUCTPARAMETER
+_LAYERPARAMETER.fields_by_name['hdf5_data_param'].message_type = _HDF5DATAPARAMETER
+_LAYERPARAMETER.fields_by_name['hdf5_output_param'].message_type = _HDF5OUTPUTPARAMETER
+_LAYERPARAMETER.fields_by_name['hinge_loss_param'].message_type = _HINGELOSSPARAMETER
+_LAYERPARAMETER.fields_by_name['image_data_param'].message_type = _IMAGEDATAPARAMETER
+_LAYERPARAMETER.fields_by_name['infogain_loss_param'].message_type = _INFOGAINLOSSPARAMETER
+_LAYERPARAMETER.fields_by_name['inner_product_param'].message_type = _INNERPRODUCTPARAMETER
 _LAYERPARAMETER.fields_by_name['input_param'].message_type = _INPUTPARAMETER
 _LAYERPARAMETER.fields_by_name['log_param'].message_type = _LOGPARAMETER
 _LAYERPARAMETER.fields_by_name['lrn_param'].message_type = _LRNPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'memory_data_param'].message_type = _MEMORYDATAPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'multibox_loss_param'].message_type = _MULTIBOXLOSSPARAMETER
+_LAYERPARAMETER.fields_by_name['memory_data_param'].message_type = _MEMORYDATAPARAMETER
+_LAYERPARAMETER.fields_by_name['multibox_loss_param'].message_type = _MULTIBOXLOSSPARAMETER
 _LAYERPARAMETER.fields_by_name['mvn_param'].message_type = _MVNPARAMETER
 _LAYERPARAMETER.fields_by_name['norm_param'].message_type = _NORMALIZEPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'parameter_param'].message_type = _PARAMETERPARAMETER
+_LAYERPARAMETER.fields_by_name['parameter_param'].message_type = _PARAMETERPARAMETER
 _LAYERPARAMETER.fields_by_name['permute_param'].message_type = _PERMUTEPARAMETER
 _LAYERPARAMETER.fields_by_name['pooling_param'].message_type = _POOLINGPARAMETER
 _LAYERPARAMETER.fields_by_name['power_param'].message_type = _POWERPARAMETER
 _LAYERPARAMETER.fields_by_name['prelu_param'].message_type = _PRELUPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'prior_box_param'].message_type = _PRIORBOXPARAMETER
+_LAYERPARAMETER.fields_by_name['prior_box_param'].message_type = _PRIORBOXPARAMETER
 _LAYERPARAMETER.fields_by_name['python_param'].message_type = _PYTHONPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'recurrent_param'].message_type = _RECURRENTPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'reduction_param'].message_type = _REDUCTIONPARAMETER
+_LAYERPARAMETER.fields_by_name['recurrent_param'].message_type = _RECURRENTPARAMETER
+_LAYERPARAMETER.fields_by_name['reduction_param'].message_type = _REDUCTIONPARAMETER
 _LAYERPARAMETER.fields_by_name['relu_param'].message_type = _RELUPARAMETER
 _LAYERPARAMETER.fields_by_name['reshape_param'].message_type = _RESHAPEPARAMETER
 _LAYERPARAMETER.fields_by_name['scale_param'].message_type = _SCALEPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'shuffle_channel_param'].message_type = _SHUFFLECHANNELPARAMETER
 _LAYERPARAMETER.fields_by_name['sigmoid_param'].message_type = _SIGMOIDPARAMETER
 _LAYERPARAMETER.fields_by_name['softmax_param'].message_type = _SOFTMAXPARAMETER
 _LAYERPARAMETER.fields_by_name['spp_param'].message_type = _SPPPARAMETER
 _LAYERPARAMETER.fields_by_name['slice_param'].message_type = _SLICEPARAMETER
 _LAYERPARAMETER.fields_by_name['tanh_param'].message_type = _TANHPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'threshold_param'].message_type = _THRESHOLDPARAMETER
+_LAYERPARAMETER.fields_by_name['threshold_param'].message_type = _THRESHOLDPARAMETER
 _LAYERPARAMETER.fields_by_name['tile_param'].message_type = _TILEPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'video_data_param'].message_type = _VIDEODATAPARAMETER
-_LAYERPARAMETER.fields_by_name[
-    'window_data_param'].message_type = _WINDOWDATAPARAMETER
-_TRANSFORMATIONPARAMETER.fields_by_name[
-    'resize_param'].message_type = _RESIZEPARAMETER
-_TRANSFORMATIONPARAMETER.fields_by_name[
-    'noise_param'].message_type = _NOISEPARAMETER
-_TRANSFORMATIONPARAMETER.fields_by_name[
-    'distort_param'].message_type = _DISTORTIONPARAMETER
-_TRANSFORMATIONPARAMETER.fields_by_name[
-    'expand_param'].message_type = _EXPANSIONPARAMETER
-_TRANSFORMATIONPARAMETER.fields_by_name[
-    'emit_constraint'].message_type = _EMITCONSTRAINT
-_RESIZEPARAMETER.fields_by_name[
-    'resize_mode'].enum_type = _RESIZEPARAMETER_RESIZE_MODE
-_RESIZEPARAMETER.fields_by_name[
-    'pad_mode'].enum_type = _RESIZEPARAMETER_PAD_MODE
-_RESIZEPARAMETER.fields_by_name[
-    'interp_mode'].enum_type = _RESIZEPARAMETER_INTERP_MODE
+_LAYERPARAMETER.fields_by_name['video_data_param'].message_type = _VIDEODATAPARAMETER
+_LAYERPARAMETER.fields_by_name['window_data_param'].message_type = _WINDOWDATAPARAMETER
+_LAYERPARAMETER.fields_by_name['axpy_param'].message_type = _AXPYPARAMETER
+_LAYERPARAMETER.fields_by_name['upsample_param'].message_type = _UPSAMPLEPARAMETER
+_LAYERPARAMETER.fields_by_name['roi_pooling_param'].message_type = _ROIPOOLINGPARAMETER
+_LAYERPARAMETER.fields_by_name['shuffle_channel_param'].message_type = _SHUFFLECHANNELPARAMETER
+_TRANSFORMATIONPARAMETER.fields_by_name['resize_param'].message_type = _RESIZEPARAMETER
+_TRANSFORMATIONPARAMETER.fields_by_name['noise_param'].message_type = _NOISEPARAMETER
+_TRANSFORMATIONPARAMETER.fields_by_name['distort_param'].message_type = _DISTORTIONPARAMETER
+_TRANSFORMATIONPARAMETER.fields_by_name['expand_param'].message_type = _EXPANSIONPARAMETER
+_TRANSFORMATIONPARAMETER.fields_by_name['emit_constraint'].message_type = _EMITCONSTRAINT
+_RESIZEPARAMETER.fields_by_name['resize_mode'].enum_type = _RESIZEPARAMETER_RESIZE_MODE
+_RESIZEPARAMETER.fields_by_name['pad_mode'].enum_type = _RESIZEPARAMETER_PAD_MODE
+_RESIZEPARAMETER.fields_by_name['interp_mode'].enum_type = _RESIZEPARAMETER_INTERP_MODE
 _RESIZEPARAMETER_RESIZE_MODE.containing_type = _RESIZEPARAMETER
 _RESIZEPARAMETER_PAD_MODE.containing_type = _RESIZEPARAMETER
 _RESIZEPARAMETER_INTERP_MODE.containing_type = _RESIZEPARAMETER
-_NOISEPARAMETER.fields_by_name[
-    'saltpepper_param'].message_type = _SALTPEPPERPARAMETER
-_LOSSPARAMETER.fields_by_name[
-    'normalization'].enum_type = _LOSSPARAMETER_NORMALIZATIONMODE
+_NOISEPARAMETER.fields_by_name['saltpepper_param'].message_type = _SALTPEPPERPARAMETER
+_LOSSPARAMETER.fields_by_name['normalization'].enum_type = _LOSSPARAMETER_NORMALIZATIONMODE
 _LOSSPARAMETER_NORMALIZATIONMODE.containing_type = _LOSSPARAMETER
-_ANNOTATEDDATAPARAMETER.fields_by_name[
-    'batch_sampler'].message_type = _BATCHSAMPLER
-_ANNOTATEDDATAPARAMETER.fields_by_name[
-    'anno_type'].enum_type = _ANNOTATEDDATUM_ANNOTATIONTYPE
+_ANNOTATEDDATAPARAMETER.fields_by_name['batch_sampler'].message_type = _BATCHSAMPLER
+_ANNOTATEDDATAPARAMETER.fields_by_name['anno_type'].enum_type = _ANNOTATEDDATUM_ANNOTATIONTYPE
 _BIASPARAMETER.fields_by_name['filler'].message_type = _FILLERPARAMETER
-_CONVOLUTIONPARAMETER.fields_by_name[
-    'weight_filler'].message_type = _FILLERPARAMETER
-_CONVOLUTIONPARAMETER.fields_by_name[
-    'bias_filler'].message_type = _FILLERPARAMETER
-_CONVOLUTIONPARAMETER.fields_by_name[
-    'engine'].enum_type = _CONVOLUTIONPARAMETER_ENGINE
+_CONVOLUTIONPARAMETER.fields_by_name['weight_filler'].message_type = _FILLERPARAMETER
+_CONVOLUTIONPARAMETER.fields_by_name['bias_filler'].message_type = _FILLERPARAMETER
+_CONVOLUTIONPARAMETER.fields_by_name['engine'].enum_type = _CONVOLUTIONPARAMETER_ENGINE
 _CONVOLUTIONPARAMETER_ENGINE.containing_type = _CONVOLUTIONPARAMETER
 _DATAPARAMETER.fields_by_name['backend'].enum_type = _DATAPARAMETER_DB
 _DATAPARAMETER_DB.containing_type = _DATAPARAMETER
-_DETECTIONEVALUATEPARAMETER.fields_by_name[
-    'resize_param'].message_type = _RESIZEPARAMETER
-_SAVEOUTPUTPARAMETER.fields_by_name[
-    'resize_param'].message_type = _RESIZEPARAMETER
-_DETECTIONOUTPUTPARAMETER.fields_by_name[
-    'nms_param'].message_type = _NONMAXIMUMSUPPRESSIONPARAMETER
-_DETECTIONOUTPUTPARAMETER.fields_by_name[
-    'save_output_param'].message_type = _SAVEOUTPUTPARAMETER
-_DETECTIONOUTPUTPARAMETER.fields_by_name[
-    'code_type'].enum_type = _PRIORBOXPARAMETER_CODETYPE
-_DUMMYDATAPARAMETER.fields_by_name[
-    'data_filler'].message_type = _FILLERPARAMETER
+_DETECTIONEVALUATEPARAMETER.fields_by_name['resize_param'].message_type = _RESIZEPARAMETER
+_SAVEOUTPUTPARAMETER.fields_by_name['resize_param'].message_type = _RESIZEPARAMETER
+_DETECTIONOUTPUTPARAMETER.fields_by_name['nms_param'].message_type = _NONMAXIMUMSUPPRESSIONPARAMETER
+_DETECTIONOUTPUTPARAMETER.fields_by_name['save_output_param'].message_type = _SAVEOUTPUTPARAMETER
+_DETECTIONOUTPUTPARAMETER.fields_by_name['code_type'].enum_type = _PRIORBOXPARAMETER_CODETYPE
+_DUMMYDATAPARAMETER.fields_by_name['data_filler'].message_type = _FILLERPARAMETER
 _DUMMYDATAPARAMETER.fields_by_name['shape'].message_type = _BLOBSHAPE
-_ELTWISEPARAMETER.fields_by_name[
-    'operation'].enum_type = _ELTWISEPARAMETER_ELTWISEOP
+_ELTWISEPARAMETER.fields_by_name['operation'].enum_type = _ELTWISEPARAMETER_ELTWISEOP
 _ELTWISEPARAMETER_ELTWISEOP.containing_type = _ELTWISEPARAMETER
 _EMBEDPARAMETER.fields_by_name['weight_filler'].message_type = _FILLERPARAMETER
 _EMBEDPARAMETER.fields_by_name['bias_filler'].message_type = _FILLERPARAMETER
 _HINGELOSSPARAMETER.fields_by_name['norm'].enum_type = _HINGELOSSPARAMETER_NORM
 _HINGELOSSPARAMETER_NORM.containing_type = _HINGELOSSPARAMETER
-_INNERPRODUCTPARAMETER.fields_by_name[
-    'weight_filler'].message_type = _FILLERPARAMETER
-_INNERPRODUCTPARAMETER.fields_by_name[
-    'bias_filler'].message_type = _FILLERPARAMETER
+_INNERPRODUCTPARAMETER.fields_by_name['weight_filler'].message_type = _FILLERPARAMETER
+_INNERPRODUCTPARAMETER.fields_by_name['bias_filler'].message_type = _FILLERPARAMETER
 _INPUTPARAMETER.fields_by_name['shape'].message_type = _BLOBSHAPE
 _LRNPARAMETER.fields_by_name['norm_region'].enum_type = _LRNPARAMETER_NORMREGION
 _LRNPARAMETER.fields_by_name['engine'].enum_type = _LRNPARAMETER_ENGINE
 _LRNPARAMETER_NORMREGION.containing_type = _LRNPARAMETER
 _LRNPARAMETER_ENGINE.containing_type = _LRNPARAMETER
-_MULTIBOXLOSSPARAMETER.fields_by_name[
-    'loc_loss_type'].enum_type = _MULTIBOXLOSSPARAMETER_LOCLOSSTYPE
-_MULTIBOXLOSSPARAMETER.fields_by_name[
-    'conf_loss_type'].enum_type = _MULTIBOXLOSSPARAMETER_CONFLOSSTYPE
-_MULTIBOXLOSSPARAMETER.fields_by_name[
-    'match_type'].enum_type = _MULTIBOXLOSSPARAMETER_MATCHTYPE
-_MULTIBOXLOSSPARAMETER.fields_by_name[
-    'code_type'].enum_type = _PRIORBOXPARAMETER_CODETYPE
-_MULTIBOXLOSSPARAMETER.fields_by_name[
-    'mining_type'].enum_type = _MULTIBOXLOSSPARAMETER_MININGTYPE
-_MULTIBOXLOSSPARAMETER.fields_by_name[
-    'nms_param'].message_type = _NONMAXIMUMSUPPRESSIONPARAMETER
+_MULTIBOXLOSSPARAMETER.fields_by_name['loc_loss_type'].enum_type = _MULTIBOXLOSSPARAMETER_LOCLOSSTYPE
+_MULTIBOXLOSSPARAMETER.fields_by_name['conf_loss_type'].enum_type = _MULTIBOXLOSSPARAMETER_CONFLOSSTYPE
+_MULTIBOXLOSSPARAMETER.fields_by_name['match_type'].enum_type = _MULTIBOXLOSSPARAMETER_MATCHTYPE
+_MULTIBOXLOSSPARAMETER.fields_by_name['code_type'].enum_type = _PRIORBOXPARAMETER_CODETYPE
+_MULTIBOXLOSSPARAMETER.fields_by_name['mining_type'].enum_type = _MULTIBOXLOSSPARAMETER_MININGTYPE
+_MULTIBOXLOSSPARAMETER.fields_by_name['nms_param'].message_type = _NONMAXIMUMSUPPRESSIONPARAMETER
 _MULTIBOXLOSSPARAMETER_LOCLOSSTYPE.containing_type = _MULTIBOXLOSSPARAMETER
 _MULTIBOXLOSSPARAMETER_CONFLOSSTYPE.containing_type = _MULTIBOXLOSSPARAMETER
 _MULTIBOXLOSSPARAMETER_MATCHTYPE.containing_type = _MULTIBOXLOSSPARAMETER
 _MULTIBOXLOSSPARAMETER_MININGTYPE.containing_type = _MULTIBOXLOSSPARAMETER
-_NORMALIZEPARAMETER.fields_by_name[
-    'scale_filler'].message_type = _FILLERPARAMETER
+_NORMALIZEPARAMETER.fields_by_name['scale_filler'].message_type = _FILLERPARAMETER
 _PARAMETERPARAMETER.fields_by_name['shape'].message_type = _BLOBSHAPE
-_POOLINGPARAMETER.fields_by_name[
-    'pool'].enum_type = _POOLINGPARAMETER_POOLMETHOD
+_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
 _PRIORBOXPARAMETER_CODETYPE.containing_type = _PRIORBOXPARAMETER
-_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
+_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
@@ -12980,8 +7592,7 @@ _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
-_VIDEODATAPARAMETER.fields_by_name[
-    'video_type'].enum_type = _VIDEODATAPARAMETER_VIDEOTYPE
+_VIDEODATAPARAMETER.fields_by_name['video_type'].enum_type = _VIDEODATAPARAMETER_VIDEOTYPE
 _VIDEODATAPARAMETER_VIDEOTYPE.containing_type = _VIDEODATAPARAMETER
 _SPPPARAMETER.fields_by_name['pool'].enum_type = _SPPPARAMETER_POOLMETHOD
 _SPPPARAMETER.fields_by_name['engine'].enum_type = _SPPPARAMETER_ENGINE
@@ -12991,68 +7602,45 @@ _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['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['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['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['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['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['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['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['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['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['pool'].enum_type = _V0LAYERPARAMETER_POOLMETHOD
 _V0LAYERPARAMETER.fields_by_name['blobs'].message_type = _BLOBPROTO
-_V0LAYERPARAMETER.fields_by_name[
-    'hdf5_output_param'].message_type = _HDF5OUTPUTPARAMETER
+_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
@@ -13077,8 +7665,7 @@ 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['TransformationParameter'] = _TRANSFORMATIONPARAMETER
 DESCRIPTOR.message_types_by_name['ResizeParameter'] = _RESIZEPARAMETER
 DESCRIPTOR.message_types_by_name['SaltPepperParameter'] = _SALTPEPPERPARAMETER
 DESCRIPTOR.message_types_by_name['NoiseParameter'] = _NOISEPARAMETER
@@ -13086,24 +7673,19 @@ DESCRIPTOR.message_types_by_name['DistortionParameter'] = _DISTORTIONPARAMETER
 DESCRIPTOR.message_types_by_name['ExpansionParameter'] = _EXPANSIONPARAMETER
 DESCRIPTOR.message_types_by_name['LossParameter'] = _LOSSPARAMETER
 DESCRIPTOR.message_types_by_name['AccuracyParameter'] = _ACCURACYPARAMETER
-DESCRIPTOR.message_types_by_name[
-    'AnnotatedDataParameter'] = _ANNOTATEDDATAPARAMETER
+DESCRIPTOR.message_types_by_name['AnnotatedDataParameter'] = _ANNOTATEDDATAPARAMETER
 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['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[
-    'DetectionEvaluateParameter'] = _DETECTIONEVALUATEPARAMETER
-DESCRIPTOR.message_types_by_name[
-    'NonMaximumSuppressionParameter'] = _NONMAXIMUMSUPPRESSIONPARAMETER
+DESCRIPTOR.message_types_by_name['DetectionEvaluateParameter'] = _DETECTIONEVALUATEPARAMETER
+DESCRIPTOR.message_types_by_name['NonMaximumSuppressionParameter'] = _NONMAXIMUMSUPPRESSIONPARAMETER
 DESCRIPTOR.message_types_by_name['SaveOutputParameter'] = _SAVEOUTPUTPARAMETER
-DESCRIPTOR.message_types_by_name[
-    'DetectionOutputParameter'] = _DETECTIONOUTPUTPARAMETER
+DESCRIPTOR.message_types_by_name['DetectionOutputParameter'] = _DETECTIONOUTPUTPARAMETER
 DESCRIPTOR.message_types_by_name['DropoutParameter'] = _DROPOUTPARAMETER
 DESCRIPTOR.message_types_by_name['DummyDataParameter'] = _DUMMYDATAPARAMETER
 DESCRIPTOR.message_types_by_name['EltwiseParameter'] = _ELTWISEPARAMETER
@@ -13115,16 +7697,13 @@ 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['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[
-    'MultiBoxLossParameter'] = _MULTIBOXLOSSPARAMETER
+DESCRIPTOR.message_types_by_name['MultiBoxLossParameter'] = _MULTIBOXLOSSPARAMETER
 DESCRIPTOR.message_types_by_name['MVNParameter'] = _MVNPARAMETER
 DESCRIPTOR.message_types_by_name['NormalizeParameter'] = _NORMALIZEPARAMETER
 DESCRIPTOR.message_types_by_name['ParameterParameter'] = _PARAMETERPARAMETER
@@ -13150,881 +7729,644 @@ 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.message_types_by_name[
-    'ShuffleChannelParameter'] = _SHUFFLECHANNELPARAMETER
+DESCRIPTOR.message_types_by_name['AxpyParameter'] = _AXPYPARAMETER
+DESCRIPTOR.message_types_by_name['UpsampleParameter'] = _UPSAMPLEPARAMETER
+DESCRIPTOR.message_types_by_name['ROIPoolingParameter'] = _ROIPOOLINGPARAMETER
+DESCRIPTOR.message_types_by_name['ShuffleChannelParameter'] = _SHUFFLECHANNELPARAMETER
 DESCRIPTOR.enum_types_by_name['Phase'] = _PHASE
 _sym_db.RegisterFileDescriptor(DESCRIPTOR)
 
-BlobShape = _reflection.GeneratedProtocolMessageType(
-    'BlobShape',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_BLOBSHAPE,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.BlobShape)
-    ))
+BlobShape = _reflection.GeneratedProtocolMessageType('BlobShape', (_message.Message,), {
+  '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)
-    ))
+BlobProto = _reflection.GeneratedProtocolMessageType('BlobProto', (_message.Message,), {
+  '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)
-    ))
+BlobProtoVector = _reflection.GeneratedProtocolMessageType('BlobProtoVector', (_message.Message,), {
+  '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)
-    ))
+Datum = _reflection.GeneratedProtocolMessageType('Datum', (_message.Message,), {
+  'DESCRIPTOR' : _DATUM,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.Datum)
+  })
 _sym_db.RegisterMessage(Datum)
 
-LabelMapItem = _reflection.GeneratedProtocolMessageType(
-    'LabelMapItem',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_LABELMAPITEM,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.LabelMapItem)
-    ))
+LabelMapItem = _reflection.GeneratedProtocolMessageType('LabelMapItem', (_message.Message,), {
+  'DESCRIPTOR' : _LABELMAPITEM,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.LabelMapItem)
+  })
 _sym_db.RegisterMessage(LabelMapItem)
 
-LabelMap = _reflection.GeneratedProtocolMessageType(
-    'LabelMap',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_LABELMAP,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.LabelMap)
-    ))
+LabelMap = _reflection.GeneratedProtocolMessageType('LabelMap', (_message.Message,), {
+  'DESCRIPTOR' : _LABELMAP,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.LabelMap)
+  })
 _sym_db.RegisterMessage(LabelMap)
 
-Sampler = _reflection.GeneratedProtocolMessageType(
-    'Sampler',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_SAMPLER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.Sampler)
-    ))
+Sampler = _reflection.GeneratedProtocolMessageType('Sampler', (_message.Message,), {
+  'DESCRIPTOR' : _SAMPLER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.Sampler)
+  })
 _sym_db.RegisterMessage(Sampler)
 
-SampleConstraint = _reflection.GeneratedProtocolMessageType(
-    'SampleConstraint',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_SAMPLECONSTRAINT,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.SampleConstraint)
-    ))
+SampleConstraint = _reflection.GeneratedProtocolMessageType('SampleConstraint', (_message.Message,), {
+  'DESCRIPTOR' : _SAMPLECONSTRAINT,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.SampleConstraint)
+  })
 _sym_db.RegisterMessage(SampleConstraint)
 
-BatchSampler = _reflection.GeneratedProtocolMessageType(
-    'BatchSampler',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_BATCHSAMPLER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.BatchSampler)
-    ))
+BatchSampler = _reflection.GeneratedProtocolMessageType('BatchSampler', (_message.Message,), {
+  'DESCRIPTOR' : _BATCHSAMPLER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.BatchSampler)
+  })
 _sym_db.RegisterMessage(BatchSampler)
 
-EmitConstraint = _reflection.GeneratedProtocolMessageType(
-    'EmitConstraint',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_EMITCONSTRAINT,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.EmitConstraint)
-    ))
+EmitConstraint = _reflection.GeneratedProtocolMessageType('EmitConstraint', (_message.Message,), {
+  'DESCRIPTOR' : _EMITCONSTRAINT,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.EmitConstraint)
+  })
 _sym_db.RegisterMessage(EmitConstraint)
 
-NormalizedBBox = _reflection.GeneratedProtocolMessageType(
-    'NormalizedBBox',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_NORMALIZEDBBOX,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.NormalizedBBox)
-    ))
+NormalizedBBox = _reflection.GeneratedProtocolMessageType('NormalizedBBox', (_message.Message,), {
+  'DESCRIPTOR' : _NORMALIZEDBBOX,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.NormalizedBBox)
+  })
 _sym_db.RegisterMessage(NormalizedBBox)
 
-Annotation = _reflection.GeneratedProtocolMessageType(
-    'Annotation',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_ANNOTATION,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.Annotation)
-    ))
+Annotation = _reflection.GeneratedProtocolMessageType('Annotation', (_message.Message,), {
+  'DESCRIPTOR' : _ANNOTATION,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.Annotation)
+  })
 _sym_db.RegisterMessage(Annotation)
 
-AnnotationGroup = _reflection.GeneratedProtocolMessageType(
-    'AnnotationGroup',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_ANNOTATIONGROUP,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.AnnotationGroup)
-    ))
+AnnotationGroup = _reflection.GeneratedProtocolMessageType('AnnotationGroup', (_message.Message,), {
+  'DESCRIPTOR' : _ANNOTATIONGROUP,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.AnnotationGroup)
+  })
 _sym_db.RegisterMessage(AnnotationGroup)
 
-AnnotatedDatum = _reflection.GeneratedProtocolMessageType(
-    'AnnotatedDatum',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_ANNOTATEDDATUM,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.AnnotatedDatum)
-    ))
+AnnotatedDatum = _reflection.GeneratedProtocolMessageType('AnnotatedDatum', (_message.Message,), {
+  'DESCRIPTOR' : _ANNOTATEDDATUM,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.AnnotatedDatum)
+  })
 _sym_db.RegisterMessage(AnnotatedDatum)
 
-FillerParameter = _reflection.GeneratedProtocolMessageType(
-    'FillerParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_FILLERPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.FillerParameter)
-    ))
+FillerParameter = _reflection.GeneratedProtocolMessageType('FillerParameter', (_message.Message,), {
+  '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)
-    ))
+NetParameter = _reflection.GeneratedProtocolMessageType('NetParameter', (_message.Message,), {
+  '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)
-    ))
+SolverParameter = _reflection.GeneratedProtocolMessageType('SolverParameter', (_message.Message,), {
+  '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)
-    ))
+SolverState = _reflection.GeneratedProtocolMessageType('SolverState', (_message.Message,), {
+  '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)
-    ))
+NetState = _reflection.GeneratedProtocolMessageType('NetState', (_message.Message,), {
+  '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)
-    ))
+NetStateRule = _reflection.GeneratedProtocolMessageType('NetStateRule', (_message.Message,), {
+  '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)
-    ))
+ParamSpec = _reflection.GeneratedProtocolMessageType('ParamSpec', (_message.Message,), {
+  '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)
-    ))
+LayerParameter = _reflection.GeneratedProtocolMessageType('LayerParameter', (_message.Message,), {
+  '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)
-    ))
+TransformationParameter = _reflection.GeneratedProtocolMessageType('TransformationParameter', (_message.Message,), {
+  'DESCRIPTOR' : _TRANSFORMATIONPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.TransformationParameter)
+  })
 _sym_db.RegisterMessage(TransformationParameter)
 
-ResizeParameter = _reflection.GeneratedProtocolMessageType(
-    'ResizeParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_RESIZEPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.ResizeParameter)
-    ))
+ResizeParameter = _reflection.GeneratedProtocolMessageType('ResizeParameter', (_message.Message,), {
+  'DESCRIPTOR' : _RESIZEPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.ResizeParameter)
+  })
 _sym_db.RegisterMessage(ResizeParameter)
 
-SaltPepperParameter = _reflection.GeneratedProtocolMessageType(
-    'SaltPepperParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_SALTPEPPERPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.SaltPepperParameter)
-    ))
+SaltPepperParameter = _reflection.GeneratedProtocolMessageType('SaltPepperParameter', (_message.Message,), {
+  'DESCRIPTOR' : _SALTPEPPERPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.SaltPepperParameter)
+  })
 _sym_db.RegisterMessage(SaltPepperParameter)
 
-NoiseParameter = _reflection.GeneratedProtocolMessageType(
-    'NoiseParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_NOISEPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.NoiseParameter)
-    ))
+NoiseParameter = _reflection.GeneratedProtocolMessageType('NoiseParameter', (_message.Message,), {
+  'DESCRIPTOR' : _NOISEPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.NoiseParameter)
+  })
 _sym_db.RegisterMessage(NoiseParameter)
 
-DistortionParameter = _reflection.GeneratedProtocolMessageType(
-    'DistortionParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_DISTORTIONPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.DistortionParameter)
-    ))
+DistortionParameter = _reflection.GeneratedProtocolMessageType('DistortionParameter', (_message.Message,), {
+  'DESCRIPTOR' : _DISTORTIONPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.DistortionParameter)
+  })
 _sym_db.RegisterMessage(DistortionParameter)
 
-ExpansionParameter = _reflection.GeneratedProtocolMessageType(
-    'ExpansionParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_EXPANSIONPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.ExpansionParameter)
-    ))
+ExpansionParameter = _reflection.GeneratedProtocolMessageType('ExpansionParameter', (_message.Message,), {
+  'DESCRIPTOR' : _EXPANSIONPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.ExpansionParameter)
+  })
 _sym_db.RegisterMessage(ExpansionParameter)
 
-LossParameter = _reflection.GeneratedProtocolMessageType(
-    'LossParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_LOSSPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.LossParameter)
-    ))
+LossParameter = _reflection.GeneratedProtocolMessageType('LossParameter', (_message.Message,), {
+  '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)
-    ))
+AccuracyParameter = _reflection.GeneratedProtocolMessageType('AccuracyParameter', (_message.Message,), {
+  'DESCRIPTOR' : _ACCURACYPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.AccuracyParameter)
+  })
 _sym_db.RegisterMessage(AccuracyParameter)
 
-AnnotatedDataParameter = _reflection.GeneratedProtocolMessageType(
-    'AnnotatedDataParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_ANNOTATEDDATAPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.AnnotatedDataParameter)
-    ))
+AnnotatedDataParameter = _reflection.GeneratedProtocolMessageType('AnnotatedDataParameter', (_message.Message,), {
+  'DESCRIPTOR' : _ANNOTATEDDATAPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.AnnotatedDataParameter)
+  })
 _sym_db.RegisterMessage(AnnotatedDataParameter)
 
-ArgMaxParameter = _reflection.GeneratedProtocolMessageType(
-    'ArgMaxParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_ARGMAXPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.ArgMaxParameter)
-    ))
+ArgMaxParameter = _reflection.GeneratedProtocolMessageType('ArgMaxParameter', (_message.Message,), {
+  '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)
-    ))
+ConcatParameter = _reflection.GeneratedProtocolMessageType('ConcatParameter', (_message.Message,), {
+  '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)
-    ))
+BatchNormParameter = _reflection.GeneratedProtocolMessageType('BatchNormParameter', (_message.Message,), {
+  '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)
-    ))
+BiasParameter = _reflection.GeneratedProtocolMessageType('BiasParameter', (_message.Message,), {
+  '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)
-    ))
+ContrastiveLossParameter = _reflection.GeneratedProtocolMessageType('ContrastiveLossParameter', (_message.Message,), {
+  '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)
-    ))
+ConvolutionParameter = _reflection.GeneratedProtocolMessageType('ConvolutionParameter', (_message.Message,), {
+  '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)
-    ))
+CropParameter = _reflection.GeneratedProtocolMessageType('CropParameter', (_message.Message,), {
+  '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)
-    ))
+DataParameter = _reflection.GeneratedProtocolMessageType('DataParameter', (_message.Message,), {
+  'DESCRIPTOR' : _DATAPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.DataParameter)
+  })
 _sym_db.RegisterMessage(DataParameter)
 
-DetectionEvaluateParameter = _reflection.GeneratedProtocolMessageType(
-    'DetectionEvaluateParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_DETECTIONEVALUATEPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.DetectionEvaluateParameter)
-    ))
+DetectionEvaluateParameter = _reflection.GeneratedProtocolMessageType('DetectionEvaluateParameter', (_message.Message,), {
+  'DESCRIPTOR' : _DETECTIONEVALUATEPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.DetectionEvaluateParameter)
+  })
 _sym_db.RegisterMessage(DetectionEvaluateParameter)
 
-NonMaximumSuppressionParameter = _reflection.GeneratedProtocolMessageType(
-    'NonMaximumSuppressionParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_NONMAXIMUMSUPPRESSIONPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.NonMaximumSuppressionParameter)
-    ))
+NonMaximumSuppressionParameter = _reflection.GeneratedProtocolMessageType('NonMaximumSuppressionParameter', (_message.Message,), {
+  'DESCRIPTOR' : _NONMAXIMUMSUPPRESSIONPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.NonMaximumSuppressionParameter)
+  })
 _sym_db.RegisterMessage(NonMaximumSuppressionParameter)
 
-SaveOutputParameter = _reflection.GeneratedProtocolMessageType(
-    'SaveOutputParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_SAVEOUTPUTPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.SaveOutputParameter)
-    ))
+SaveOutputParameter = _reflection.GeneratedProtocolMessageType('SaveOutputParameter', (_message.Message,), {
+  'DESCRIPTOR' : _SAVEOUTPUTPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.SaveOutputParameter)
+  })
 _sym_db.RegisterMessage(SaveOutputParameter)
 
-DetectionOutputParameter = _reflection.GeneratedProtocolMessageType(
-    'DetectionOutputParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_DETECTIONOUTPUTPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.DetectionOutputParameter)
-    ))
+DetectionOutputParameter = _reflection.GeneratedProtocolMessageType('DetectionOutputParameter', (_message.Message,), {
+  'DESCRIPTOR' : _DETECTIONOUTPUTPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.DetectionOutputParameter)
+  })
 _sym_db.RegisterMessage(DetectionOutputParameter)
 
-DropoutParameter = _reflection.GeneratedProtocolMessageType(
-    'DropoutParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_DROPOUTPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.DropoutParameter)
-    ))
+DropoutParameter = _reflection.GeneratedProtocolMessageType('DropoutParameter', (_message.Message,), {
+  '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)
-    ))
+DummyDataParameter = _reflection.GeneratedProtocolMessageType('DummyDataParameter', (_message.Message,), {
+  '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)
-    ))
+EltwiseParameter = _reflection.GeneratedProtocolMessageType('EltwiseParameter', (_message.Message,), {
+  '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)
-    ))
+ELUParameter = _reflection.GeneratedProtocolMessageType('ELUParameter', (_message.Message,), {
+  '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)
-    ))
+EmbedParameter = _reflection.GeneratedProtocolMessageType('EmbedParameter', (_message.Message,), {
+  '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)
-    ))
+ExpParameter = _reflection.GeneratedProtocolMessageType('ExpParameter', (_message.Message,), {
+  '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)
-    ))
+FlattenParameter = _reflection.GeneratedProtocolMessageType('FlattenParameter', (_message.Message,), {
+  '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)
-    ))
+HDF5DataParameter = _reflection.GeneratedProtocolMessageType('HDF5DataParameter', (_message.Message,), {
+  '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)
-    ))
+HDF5OutputParameter = _reflection.GeneratedProtocolMessageType('HDF5OutputParameter', (_message.Message,), {
+  '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)
-    ))
+HingeLossParameter = _reflection.GeneratedProtocolMessageType('HingeLossParameter', (_message.Message,), {
+  '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)
-    ))
+ImageDataParameter = _reflection.GeneratedProtocolMessageType('ImageDataParameter', (_message.Message,), {
+  '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)
-    ))
+InfogainLossParameter = _reflection.GeneratedProtocolMessageType('InfogainLossParameter', (_message.Message,), {
+  '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)
-    ))
+InnerProductParameter = _reflection.GeneratedProtocolMessageType('InnerProductParameter', (_message.Message,), {
+  '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)
-    ))
+InputParameter = _reflection.GeneratedProtocolMessageType('InputParameter', (_message.Message,), {
+  '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)
-    ))
+LogParameter = _reflection.GeneratedProtocolMessageType('LogParameter', (_message.Message,), {
+  '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)
-    ))
+LRNParameter = _reflection.GeneratedProtocolMessageType('LRNParameter', (_message.Message,), {
+  '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)
-    ))
+MemoryDataParameter = _reflection.GeneratedProtocolMessageType('MemoryDataParameter', (_message.Message,), {
+  'DESCRIPTOR' : _MEMORYDATAPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.MemoryDataParameter)
+  })
 _sym_db.RegisterMessage(MemoryDataParameter)
 
-MultiBoxLossParameter = _reflection.GeneratedProtocolMessageType(
-    'MultiBoxLossParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_MULTIBOXLOSSPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.MultiBoxLossParameter)
-    ))
+MultiBoxLossParameter = _reflection.GeneratedProtocolMessageType('MultiBoxLossParameter', (_message.Message,), {
+  'DESCRIPTOR' : _MULTIBOXLOSSPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.MultiBoxLossParameter)
+  })
 _sym_db.RegisterMessage(MultiBoxLossParameter)
 
-MVNParameter = _reflection.GeneratedProtocolMessageType(
-    'MVNParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_MVNPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.MVNParameter)
-    ))
+MVNParameter = _reflection.GeneratedProtocolMessageType('MVNParameter', (_message.Message,), {
+  'DESCRIPTOR' : _MVNPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.MVNParameter)
+  })
 _sym_db.RegisterMessage(MVNParameter)
 
-NormalizeParameter = _reflection.GeneratedProtocolMessageType(
-    'NormalizeParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_NORMALIZEPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.NormalizeParameter)
-    ))
+NormalizeParameter = _reflection.GeneratedProtocolMessageType('NormalizeParameter', (_message.Message,), {
+  'DESCRIPTOR' : _NORMALIZEPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.NormalizeParameter)
+  })
 _sym_db.RegisterMessage(NormalizeParameter)
 
-ParameterParameter = _reflection.GeneratedProtocolMessageType(
-    'ParameterParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_PARAMETERPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.ParameterParameter)
-    ))
+ParameterParameter = _reflection.GeneratedProtocolMessageType('ParameterParameter', (_message.Message,), {
+  'DESCRIPTOR' : _PARAMETERPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.ParameterParameter)
+  })
 _sym_db.RegisterMessage(ParameterParameter)
 
-PermuteParameter = _reflection.GeneratedProtocolMessageType(
-    'PermuteParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_PERMUTEPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.PermuteParameter)
-    ))
+PermuteParameter = _reflection.GeneratedProtocolMessageType('PermuteParameter', (_message.Message,), {
+  'DESCRIPTOR' : _PERMUTEPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.PermuteParameter)
+  })
 _sym_db.RegisterMessage(PermuteParameter)
 
-PoolingParameter = _reflection.GeneratedProtocolMessageType(
-    'PoolingParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_POOLINGPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.PoolingParameter)
-    ))
+PoolingParameter = _reflection.GeneratedProtocolMessageType('PoolingParameter', (_message.Message,), {
+  '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)
-    ))
+PowerParameter = _reflection.GeneratedProtocolMessageType('PowerParameter', (_message.Message,), {
+  'DESCRIPTOR' : _POWERPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.PowerParameter)
+  })
 _sym_db.RegisterMessage(PowerParameter)
 
-PriorBoxParameter = _reflection.GeneratedProtocolMessageType(
-    'PriorBoxParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_PRIORBOXPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.PriorBoxParameter)
-    ))
+PriorBoxParameter = _reflection.GeneratedProtocolMessageType('PriorBoxParameter', (_message.Message,), {
+  'DESCRIPTOR' : _PRIORBOXPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.PriorBoxParameter)
+  })
 _sym_db.RegisterMessage(PriorBoxParameter)
 
-PythonParameter = _reflection.GeneratedProtocolMessageType(
-    'PythonParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_PYTHONPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.PythonParameter)
-    ))
+PythonParameter = _reflection.GeneratedProtocolMessageType('PythonParameter', (_message.Message,), {
+  '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)
-    ))
+RecurrentParameter = _reflection.GeneratedProtocolMessageType('RecurrentParameter', (_message.Message,), {
+  '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)
-    ))
+ReductionParameter = _reflection.GeneratedProtocolMessageType('ReductionParameter', (_message.Message,), {
+  '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)
-    ))
+ReLUParameter = _reflection.GeneratedProtocolMessageType('ReLUParameter', (_message.Message,), {
+  '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)
-    ))
+ReshapeParameter = _reflection.GeneratedProtocolMessageType('ReshapeParameter', (_message.Message,), {
+  '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)
-    ))
+ScaleParameter = _reflection.GeneratedProtocolMessageType('ScaleParameter', (_message.Message,), {
+  '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)
-    ))
+SigmoidParameter = _reflection.GeneratedProtocolMessageType('SigmoidParameter', (_message.Message,), {
+  '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)
-    ))
+SliceParameter = _reflection.GeneratedProtocolMessageType('SliceParameter', (_message.Message,), {
+  '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)
-    ))
+SoftmaxParameter = _reflection.GeneratedProtocolMessageType('SoftmaxParameter', (_message.Message,), {
+  '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)
-    ))
+TanHParameter = _reflection.GeneratedProtocolMessageType('TanHParameter', (_message.Message,), {
+  '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)
-    ))
+TileParameter = _reflection.GeneratedProtocolMessageType('TileParameter', (_message.Message,), {
+  '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)
-    ))
+ThresholdParameter = _reflection.GeneratedProtocolMessageType('ThresholdParameter', (_message.Message,), {
+  'DESCRIPTOR' : _THRESHOLDPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.ThresholdParameter)
+  })
 _sym_db.RegisterMessage(ThresholdParameter)
 
-VideoDataParameter = _reflection.GeneratedProtocolMessageType(
-    'VideoDataParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_VIDEODATAPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.VideoDataParameter)
-    ))
+VideoDataParameter = _reflection.GeneratedProtocolMessageType('VideoDataParameter', (_message.Message,), {
+  'DESCRIPTOR' : _VIDEODATAPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.VideoDataParameter)
+  })
 _sym_db.RegisterMessage(VideoDataParameter)
 
-WindowDataParameter = _reflection.GeneratedProtocolMessageType(
-    'WindowDataParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_WINDOWDATAPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.WindowDataParameter)
-    ))
+WindowDataParameter = _reflection.GeneratedProtocolMessageType('WindowDataParameter', (_message.Message,), {
+  '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)
-    ))
+SPPParameter = _reflection.GeneratedProtocolMessageType('SPPParameter', (_message.Message,), {
+  '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)
-    ))
+V1LayerParameter = _reflection.GeneratedProtocolMessageType('V1LayerParameter', (_message.Message,), {
+  '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)
-    ))
+V0LayerParameter = _reflection.GeneratedProtocolMessageType('V0LayerParameter', (_message.Message,), {
+  '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)
-    ))
+PReLUParameter = _reflection.GeneratedProtocolMessageType('PReLUParameter', (_message.Message,), {
+  'DESCRIPTOR' : _PRELUPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.PReLUParameter)
+  })
 _sym_db.RegisterMessage(PReLUParameter)
 
-ShuffleChannelParameter = _reflection.GeneratedProtocolMessageType(
-    'ShuffleChannelParameter',
-    (_message.Message, ),
-    dict(
-        DESCRIPTOR=_SHUFFLECHANNELPARAMETER,
-        __module__='caffe_pb2'
-        # @@protoc_insertion_point(class_scope:caffe.ShuffleChannelParameter)
-    ))
+AxpyParameter = _reflection.GeneratedProtocolMessageType('AxpyParameter', (_message.Message,), {
+  'DESCRIPTOR' : _AXPYPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.AxpyParameter)
+  })
+_sym_db.RegisterMessage(AxpyParameter)
+
+UpsampleParameter = _reflection.GeneratedProtocolMessageType('UpsampleParameter', (_message.Message,), {
+  'DESCRIPTOR' : _UPSAMPLEPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.UpsampleParameter)
+  })
+_sym_db.RegisterMessage(UpsampleParameter)
+
+ROIPoolingParameter = _reflection.GeneratedProtocolMessageType('ROIPoolingParameter', (_message.Message,), {
+  'DESCRIPTOR' : _ROIPOOLINGPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.ROIPoolingParameter)
+  })
+_sym_db.RegisterMessage(ROIPoolingParameter)
+
+ShuffleChannelParameter = _reflection.GeneratedProtocolMessageType('ShuffleChannelParameter', (_message.Message,), {
+  'DESCRIPTOR' : _SHUFFLECHANNELPARAMETER,
+  '__module__' : 'caffe_pb2'
+  # @@protoc_insertion_point(class_scope:caffe.ShuffleChannelParameter)
+  })
 _sym_db.RegisterMessage(ShuffleChannelParameter)
 
+
 _BLOBSHAPE.fields_by_name['dim']._options = None
 _BLOBPROTO.fields_by_name['data']._options = None
 _BLOBPROTO.fields_by_name['diff']._options = None