From 4dbed12cbc95a5b507c2a848da8b20c2d057daba Mon Sep 17 00:00:00 2001
From: cbwces <870974964@qq.com>
Date: Wed, 11 Nov 2020 01:16:14 +0800
Subject: [PATCH 1/5] fix resnet50

---
 example/resnet_pytorch_2_caffe.py          | 19 +++++++++----------
 example/resnet_pytorch_analysis_example.py |  9 +++++----
 model/resnet.py                            |  9 +++++++--
 pytorch_to_caffe.py                        | 15 ++++++++-------
 4 files changed, 29 insertions(+), 23 deletions(-)

diff --git a/example/resnet_pytorch_2_caffe.py b/example/resnet_pytorch_2_caffe.py
index 218d5b2..548f9cc 100644
--- a/example/resnet_pytorch_2_caffe.py
+++ b/example/resnet_pytorch_2_caffe.py
@@ -2,18 +2,17 @@
 sys.path.insert(0,'.')
 import torch
 from torch.autograd import Variable
-from torchvision.models import resnet
+#from torchvision.models import resnet
+from model import resnet
 import pytorch_to_caffe
 
 if __name__=='__main__':
-    name='resnet18'
-    resnet18=resnet.resnet18()
-    checkpoint = torch.load("/home/shining/Downloads/resnet18-5c106cde.pth")
+    name='resnet50'
+    resnet50=resnet.resnet50(num_classes=2)
     
-    resnet18.load_state_dict(checkpoint)
-    resnet18.eval()
-    input=torch.ones([1,3,224,224])
-     #input=torch.ones([1,3,224,224])
-    pytorch_to_caffe.trans_net(resnet18,input,name)
+    #resnet18.load_state_dict(checkpoint)
+    resnet50.eval()
+    input=torch.ones([1,3,160,160])
+    pytorch_to_caffe.trans_net(resnet50,input,name)
     pytorch_to_caffe.save_prototxt('{}.prototxt'.format(name))
-    pytorch_to_caffe.save_caffemodel('{}.caffemodel'.format(name))
\ No newline at end of file
+    pytorch_to_caffe.save_caffemodel('{}.caffemodel'.format(name))
diff --git a/example/resnet_pytorch_analysis_example.py b/example/resnet_pytorch_analysis_example.py
index 59ca364..a1bbfdf 100644
--- a/example/resnet_pytorch_analysis_example.py
+++ b/example/resnet_pytorch_analysis_example.py
@@ -1,11 +1,12 @@
 import torch
 import torch.nn as nn
-from torchvision.models import resnet
+#from torchvision.models import resnet
+from ..model import resnet
 import pytorch_analyser
 
 if __name__=='__main__':
-    resnet18=resnet.resnet18()
+    resnet50=resnet.resnet50()
     input_tensor=torch.ones(1,3,224,224)
-    blob_dict, tracked_layers=pytorch_analyser.analyse(resnet18,input_tensor)
-    pytorch_analyser.save_csv(tracked_layers,'/tmp/analysis.csv')
+    blob_dict, tracked_layers=pytorch_analyser.analyse(resnet50,input_tensor)
+    pytorch_analyser.save_csv(tracked_layers,'analysis.csv')
 
diff --git a/model/resnet.py b/model/resnet.py
index 639ba86..8d67f3e 100644
--- a/model/resnet.py
+++ b/model/resnet.py
@@ -1,4 +1,6 @@
+import torch
 import torch.nn as nn
+import torch.nn.functional as F
 import math
 import torch.utils.model_zoo as model_zoo
 
@@ -107,7 +109,7 @@ def __init__(self, block, layers, num_classes=1000):
         self.layer2 = self._make_layer(block, 128, layers[1], stride=2)
         self.layer3 = self._make_layer(block, 256, layers[2], stride=2)
         self.layer4 = self._make_layer(block, 512, layers[3], stride=1)
-        self.avgpool = nn.AvgPool2d(7, stride=1)
+        self.avgpool = nn.AvgPool2d(10, stride=1)
         self.fc = nn.Linear(512 * block.expansion, num_classes)
 
         for m in self.modules():
@@ -147,8 +149,11 @@ def forward(self, x):
         x = self.layer4(x)
 
         x = self.avgpool(x)
-        x = x.view(x.size(0), -1)
+        #x = torch.mean(x, dim=(2, 3))
+        #x = torch.flatten(x, 1)
+        x = x.view(1, 2048)
         x = self.fc(x)
+        x = F.softmax(x, dim=1)
 
         return x
 
diff --git a/pytorch_to_caffe.py b/pytorch_to_caffe.py
index 3ab7154..1752d6c 100755
--- a/pytorch_to_caffe.py
+++ b/pytorch_to_caffe.py
@@ -44,9 +44,9 @@ def __init__(self):
         """
         self.layers={}
         self.detail_layers={}  
-        self.detail_blobs={}  
-        self._blobs=Blob_LOG()
-        self._blobs_data=[]
+        self.detail_blobs={} #具体层名
+        self._blobs=Blob_LOG() #根据层的内存地址定位名字
+        self._blobs_data=[] # 层名
         self.cnet=caffe_net.Caffemodel('')
         self.debug=True
 
@@ -91,8 +91,9 @@ def blobs(self, var):
         try:
             return self._blobs[var]
         except:
+            print(self._blobs.data.items())
             print("WARNING: CANNOT FOUND blob {}".format(var))
-            return None
+            #return None
 
 log=TransLog()
 
@@ -134,7 +135,7 @@ def _linear(raw,input, weight, bias=None):
     x=raw(input,weight,bias)
     layer_name=log.add_layer(name='fc')
     top_blobs=log.add_blobs([x],name='fc_blob')
-    layer=caffe_net.Layer_param(name=layer_name,type='InnerProduct',
+    layer=caffe_net.Layer_param(name=layer_name,type='InnerProduct', 
                                 bottom=[log.blobs(input)],top=top_blobs)
     layer.fc_param(x.size()[1],has_bias=bias is not None)
     if bias is not None:
@@ -186,7 +187,7 @@ def _max_pool2d(raw,input, kernel_size, stride=None, padding=0, dilation=1,
     _pool('max',raw,input, x, kernel_size, stride, padding,ceil_mode)
     return x
 
-def _avg_pool2d(raw,input, kernel_size, stride = None, padding = 0, ceil_mode = False, count_include_pad = True):
+def _avg_pool2d(raw,input, kernel_size, stride = None, padding = 0, ceil_mode = False, count_include_pad = True, divisor_override=None):
     x = raw(input, kernel_size, stride, padding, ceil_mode, count_include_pad)
     _pool('ave',raw,input, x, kernel_size, stride, padding,ceil_mode)
     return x
@@ -491,7 +492,7 @@ def _view(input, *args):
         return x
     layer_name=log.add_layer(name='view')
     top_blobs=log.add_blobs([x],name='view_blob')
-    layer=caffe_net.Layer_param(name=layer_name,type='Reshape',
+    layer=caffe_net.Layer_param(name=layer_name,type='Reshape', 
                                 bottom=[log.blobs(input)],top=top_blobs)
     # TODO: reshpae added to nn_tools layer
     dims=list(args)

From 6931f294c174777e10aeb02558a3f963b7c4875d Mon Sep 17 00:00:00 2001
From: cbwces <870974964@qq.com>
Date: Wed, 11 Nov 2020 02:23:33 +0800
Subject: [PATCH 2/5] modified pooling mode

---
 Caffe/caffe.proto    |    2 +-
 Caffe/caffe_pb2.py   | 4577 +++++++++++++++++++++++-------------------
 Caffe/layer_param.py |    6 +-
 pytorch_to_caffe.py  |    6 +-
 4 files changed, 2514 insertions(+), 2077 deletions(-)

diff --git a/Caffe/caffe.proto b/Caffe/caffe.proto
index 6f290e0..85bfbf7 100644
--- a/Caffe/caffe.proto
+++ b/Caffe/caffe.proto
@@ -1657,7 +1657,7 @@ message PoolingParameter {
 
   ///////////////////////
   // Specify floor/ceil mode
-  optional bool ceil_mode = 13 [default = true];
+  optional string round_mode = 13 [default = 'CEIL'];
   ///////////////////////////////
 }
 
diff --git a/Caffe/caffe_pb2.py b/Caffe/caffe_pb2.py
index b2f578f..8ba62e8 100644
--- a/Caffe/caffe_pb2.py
+++ b/Caffe/caffe_pb2.py
@@ -1,14 +1,12 @@
+# -*- 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
 from google.protobuf import reflection as _reflection
 from google.protobuf import symbol_database as _symbol_database
-from google.protobuf import descriptor_pb2
 # @@protoc_insertion_point(imports)
 
 _sym_db = _symbol_database.Default()
@@ -19,29 +17,34 @@
 DESCRIPTOR = _descriptor.FileDescriptor(
   name='caffe.proto',
   package='caffe',
-  serialized_pb=_b('\n\x0b\x63\x61\x66\x66\x65.proto\x12\x05\x63\x61\x66\x66\x65\"\x1c\n\tBlobShape\x12\x0f\n\x03\x64im\x18\x01 \x03(\x03\x42\x02\x10\x01\"\xcc\x01\n\tBlobProto\x12\x1f\n\x05shape\x18\x07 \x01(\x0b\x32\x10.caffe.BlobShape\x12\x10\n\x04\x64\x61ta\x18\x05 \x03(\x02\x42\x02\x10\x01\x12\x10\n\x04\x64iff\x18\x06 \x03(\x02\x42\x02\x10\x01\x12\x17\n\x0b\x64ouble_data\x18\x08 \x03(\x01\x42\x02\x10\x01\x12\x17\n\x0b\x64ouble_diff\x18\t \x03(\x01\x42\x02\x10\x01\x12\x0e\n\x03num\x18\x01 \x01(\x05:\x01\x30\x12\x13\n\x08\x63hannels\x18\x02 \x01(\x05:\x01\x30\x12\x11\n\x06height\x18\x03 \x01(\x05:\x01\x30\x12\x10\n\x05width\x18\x04 \x01(\x05:\x01\x30\"2\n\x0f\x42lobProtoVector\x12\x1f\n\x05\x62lobs\x18\x01 \x03(\x0b\x32\x10.caffe.BlobProto\"\x91\x01\n\x05\x44\x61tum\x12\x10\n\x08\x63hannels\x18\x01 \x01(\x05\x12\x0e\n\x06height\x18\x02 \x01(\x05\x12\r\n\x05width\x18\x03 \x01(\x05\x12\x0c\n\x04\x64\x61ta\x18\x04 \x01(\x0c\x12\r\n\x05label\x18\x05 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\x01(\x02:\x03\x30.2\x12\x1d\n\x0f\x61\x64\x64_center_loss\x18\x02 \x01(\x08:\x04true\x12\x1b\n\x0chardest_only\x18\x03 \x01(\x08:\x05\x66\x61lse\x12\x1d\n\x0epositive_first\x18\x04 \x01(\x08:\x05\x66\x61lse\x12\x1f\n\x14positive_upper_bound\x18\x05 \x01(\x02:\x01\x31\x12\x1a\n\x0fpositive_weight\x18\x06 \x01(\x02:\x01\x31\x12\x1a\n\x0fnegative_weight\x18\x07 \x01(\x02:\x01\x31\"W\n\x11ROIAlignParameter\x12\x13\n\x08pooled_h\x18\x01 \x01(\r:\x01\x30\x12\x13\n\x08pooled_w\x18\x02 \x01(\r:\x01\x30\x12\x18\n\rspatial_scale\x18\x03 \x01(\x02:\x01\x31*\x1c\n\x05Phase\x12\t\n\x05TRAIN\x10\x00\x12\x08\n\x04TEST\x10\x01'
 )
-_sym_db.RegisterFileDescriptor(DESCRIPTOR)
 
 _PHASE = _descriptor.EnumDescriptor(
   name='Phase',
   full_name='caffe.Phase',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='TRAIN', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='TEST', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
-  serialized_start=29252,
-  serialized_end=29280,
+  serialized_options=None,
+  serialized_start=29253,
+  serialized_end=29281,
 )
 _sym_db.RegisterEnumDescriptor(_PHASE)
 
@@ -55,18 +58,21 @@
   full_name='caffe.EmitConstraint.EmitType',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='CENTER', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='MIN_OVERLAP', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=1162,
   serialized_end=1201,
 )
@@ -77,14 +83,16 @@
   full_name='caffe.AnnotatedDatum.AnnotationType',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='BBOX', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=1645,
   serialized_end=1671,
 )
@@ -95,22 +103,26 @@
   full_name='caffe.FillerParameter.VarianceNorm',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='FAN_IN', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='FAN_OUT', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='AVERAGE', index=2, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=2058,
   serialized_end=2110,
 )
@@ -121,18 +133,21 @@
   full_name='caffe.SolverParameter.SnapshotFormat',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='HDF5', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='BINARYPROTO', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=3568,
   serialized_end=3611,
 )
@@ -143,18 +158,21 @@
   full_name='caffe.SolverParameter.SolverMode',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='CPU', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='GPU', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=3613,
   serialized_end=3643,
 )
@@ -165,34 +183,41 @@
   full_name='caffe.SolverParameter.SolverType',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='SGD', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='NESTEROV', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='ADAGRAD', index=2, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='RMSPROP', index=3, number=3,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='ADADELTA', index=4, number=4,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='ADAM', index=5, number=5,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=3645,
   serialized_end=3730,
 )
@@ -203,18 +228,21 @@
   full_name='caffe.ParamSpec.DimCheckMode',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='STRICT', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='PERMISSIVE', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=4491,
   serialized_end=4533,
 )
@@ -225,22 +253,26 @@
   full_name='caffe.BNParameter.Engine',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='DEFAULT', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CAFFE', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CUDNN', index=2, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=10781,
   serialized_end=10824,
 )
@@ -251,18 +283,21 @@
   full_name='caffe.FocalLossParameter.Type',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='ORIGIN', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='LINEAR', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=10959,
   serialized_end=10989,
 )
@@ -273,22 +308,26 @@
   full_name='caffe.ResizeParameter.Resize_mode',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='WARP', index=0, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='FIT_SMALL_SIZE', index=1, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='FIT_LARGE_SIZE_AND_PAD', index=2, number=3,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=11775,
   serialized_end=11846,
 )
@@ -299,22 +338,26 @@
   full_name='caffe.ResizeParameter.Pad_mode',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='CONSTANT', index=0, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='MIRRORED', index=1, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='REPEAT_NEAREST', index=2, number=3,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=11848,
   serialized_end=11906,
 )
@@ -325,30 +368,36 @@
   full_name='caffe.ResizeParameter.Interp_mode',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='LINEAR', index=0, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='AREA', index=1, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='NEAREST', index=2, number=3,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CUBIC', index=3, number=4,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='LANCZOS4', index=4, number=5,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=11908,
   serialized_end=11981,
 )
@@ -359,26 +408,31 @@
   full_name='caffe.LossParameter.NormalizationMode',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='FULL', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='VALID', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='BATCH_SIZE', index=2, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='NONE', index=3, number=3,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=12928,
   serialized_end=12994,
 )
@@ -389,22 +443,26 @@
   full_name='caffe.EvalDetectionParameter.ScoreType',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='OBJ', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='PROB', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='MULTIPLY', index=2, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=14458,
   serialized_end=14502,
 )
@@ -415,22 +473,26 @@
   full_name='caffe.ConvolutionParameter.Engine',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='DEFAULT', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CAFFE', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CUDNN', index=2, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=10781,
   serialized_end=10824,
 )
@@ -441,18 +503,21 @@
   full_name='caffe.DataParameter.DB',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='LEVELDB', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='LMDB', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=15345,
   serialized_end=15372,
 )
@@ -463,22 +528,26 @@
   full_name='caffe.EltwiseParameter.EltwiseOp',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='PROD', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='SUM', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='MAX', index=2, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=16732,
   serialized_end=16771,
 )
@@ -489,18 +558,21 @@
   full_name='caffe.HingeLossParameter.Norm',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='L1', index=0, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='L2', index=1, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=17306,
   serialized_end=17328,
 )
@@ -511,18 +583,21 @@
   full_name='caffe.LRNParameter.NormRegion',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='ACROSS_CHANNELS', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='WITHIN_CHANNEL', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=18221,
   serialized_end=18274,
 )
@@ -533,22 +608,26 @@
   full_name='caffe.LRNParameter.Engine',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='DEFAULT', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CAFFE', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CUDNN', index=2, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=10781,
   serialized_end=10824,
 )
@@ -559,18 +638,21 @@
   full_name='caffe.MultiBoxLossParameter.LocLossType',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='L2', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='SMOOTH_L1', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=19355,
   serialized_end=19391,
 )
@@ -581,18 +663,21 @@
   full_name='caffe.MultiBoxLossParameter.ConfLossType',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='SOFTMAX', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='LOGISTIC', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=19393,
   serialized_end=19434,
 )
@@ -603,18 +688,21 @@
   full_name='caffe.MultiBoxLossParameter.MatchType',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='BIPARTITE', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='PER_PREDICTION', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=19436,
   serialized_end=19482,
 )
@@ -625,22 +713,26 @@
   full_name='caffe.MultiBoxLossParameter.MiningType',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='NONE', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='MAX_NEGATIVE', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='HARD_EXAMPLE', index=2, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=19484,
   serialized_end=19542,
 )
@@ -651,24 +743,28 @@
   full_name='caffe.PoolingParameter.PoolMethod',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='MAX', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='AVE', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='STOCHASTIC', index=2, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
-  serialized_start=20238,
-  serialized_end=20284,
+  serialized_options=None,
+  serialized_start=20239,
+  serialized_end=20285,
 )
 _sym_db.RegisterEnumDescriptor(_POOLINGPARAMETER_POOLMETHOD)
 
@@ -677,22 +773,26 @@
   full_name='caffe.PoolingParameter.Engine',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='DEFAULT', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CAFFE', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CUDNN', index=2, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=10781,
   serialized_end=10824,
 )
@@ -703,24 +803,28 @@
   full_name='caffe.PriorBoxParameter.CodeType',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='CORNER', index=0, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CENTER_SIZE', index=1, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CORNER_SIZE', index=2, number=3,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
-  serialized_start=20657,
-  serialized_end=20713,
+  serialized_options=None,
+  serialized_start=20658,
+  serialized_end=20714,
 )
 _sym_db.RegisterEnumDescriptor(_PRIORBOXPARAMETER_CODETYPE)
 
@@ -729,28 +833,33 @@
   full_name='caffe.ReductionParameter.ReductionOp',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='SUM', index=0, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='ASUM', index=1, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='SUMSQ', index=2, number=3,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='MEAN', index=3, number=4,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
-  serialized_start=21136,
-  serialized_end=21189,
+  serialized_options=None,
+  serialized_start=21137,
+  serialized_end=21190,
 )
 _sym_db.RegisterEnumDescriptor(_REDUCTIONPARAMETER_REDUCTIONOP)
 
@@ -759,22 +868,26 @@
   full_name='caffe.ReLUParameter.Engine',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='DEFAULT', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CAFFE', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CUDNN', index=2, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=10781,
   serialized_end=10824,
 )
@@ -785,22 +898,26 @@
   full_name='caffe.ReLU6Parameter.Engine',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='DEFAULT', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CAFFE', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CUDNN', index=2, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=10781,
   serialized_end=10824,
 )
@@ -811,22 +928,26 @@
   full_name='caffe.SigmoidParameter.Engine',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='DEFAULT', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CAFFE', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CUDNN', index=2, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=10781,
   serialized_end=10824,
 )
@@ -837,22 +958,26 @@
   full_name='caffe.SoftmaxParameter.Engine',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='DEFAULT', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CAFFE', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CUDNN', index=2, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=10781,
   serialized_end=10824,
 )
@@ -863,22 +988,26 @@
   full_name='caffe.TanHParameter.Engine',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='DEFAULT', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CAFFE', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CUDNN', index=2, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=10781,
   serialized_end=10824,
 )
@@ -889,24 +1018,28 @@
   full_name='caffe.SPPParameter.PoolMethod',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='MAX', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='AVE', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='STOCHASTIC', index=2, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
-  serialized_start=20238,
-  serialized_end=20284,
+  serialized_options=None,
+  serialized_start=20239,
+  serialized_end=20285,
 )
 _sym_db.RegisterEnumDescriptor(_SPPPARAMETER_POOLMETHOD)
 
@@ -915,22 +1048,26 @@
   full_name='caffe.SPPParameter.Engine',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='DEFAULT', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CAFFE', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CUDNN', index=2, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=10781,
   serialized_end=10824,
 )
@@ -941,172 +1078,213 @@
   full_name='caffe.V1LayerParameter.LayerType',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='NONE', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='ABSVAL', index=1, number=35,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='ACCURACY', index=2, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='ARGMAX', index=3, number=30,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='BNLL', index=4, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CONCAT', index=5, number=3,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CONTRASTIVE_LOSS', index=6, number=37,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CONVOLUTION', index=7, number=4,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='DATA', index=8, number=5,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='DECONVOLUTION', index=9, number=39,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='DROPOUT', index=10, number=6,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='DUMMY_DATA', index=11, number=32,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='EUCLIDEAN_LOSS', index=12, number=7,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='ELTWISE', index=13, number=25,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='EXP', index=14, number=38,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='FLATTEN', index=15, number=8,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='HDF5_DATA', index=16, number=9,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='HDF5_OUTPUT', index=17, number=10,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='HINGE_LOSS', index=18, number=28,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='IM2COL', index=19, number=11,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='IMAGE_DATA', index=20, number=12,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='INFOGAIN_LOSS', index=21, number=13,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='INNER_PRODUCT', index=22, number=14,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='LRN', index=23, number=15,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='MEMORY_DATA', index=24, number=29,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='MULTINOMIAL_LOGISTIC_LOSS', index=25, number=16,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='MVN', index=26, number=34,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='POOLING', index=27, number=17,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='POWER', index=28, number=26,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='RELU', index=29, number=18,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='SIGMOID', index=30, number=19,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='SIGMOID_CROSS_ENTROPY_LOSS', index=31, number=27,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='SILENCE', index=32, number=36,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='SOFTMAX', index=33, number=20,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='SOFTMAX_LOSS', index=34, number=21,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='SPLIT', index=35, number=22,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='SLICE', index=36, number=33,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='TANH', index=37, number=23,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='WINDOW_DATA', index=38, number=24,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='THRESHOLD', index=39, number=31,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
-  serialized_start=25005,
-  serialized_end=25605,
+  serialized_options=None,
+  serialized_start=25006,
+  serialized_end=25606,
 )
 _sym_db.RegisterEnumDescriptor(_V1LAYERPARAMETER_LAYERTYPE)
 
@@ -1115,18 +1293,21 @@
   full_name='caffe.V1LayerParameter.DimCheckMode',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='STRICT', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='PERMISSIVE', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=4491,
   serialized_end=4533,
 )
@@ -1137,24 +1318,28 @@
   full_name='caffe.V0LayerParameter.PoolMethod',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='MAX', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='AVE', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='STOCHASTIC', index=2, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
-  serialized_start=20238,
-  serialized_end=20284,
+  serialized_options=None,
+  serialized_start=20239,
+  serialized_end=20285,
 )
 _sym_db.RegisterEnumDescriptor(_V0LAYERPARAMETER_POOLMETHOD)
 
@@ -1163,20 +1348,23 @@
   full_name='caffe.VideoDataParameter.VideoType',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='WEBCAM', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='VIDEO', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
-  serialized_start=27089,
-  serialized_end=27123,
+  serialized_options=None,
+  serialized_start=27090,
+  serialized_end=27124,
 )
 _sym_db.RegisterEnumDescriptor(_VIDEODATAPARAMETER_VIDEOTYPE)
 
@@ -1185,28 +1373,33 @@
   full_name='caffe.MarginInnerProductParameter.MarginType',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='SINGLE', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='DOUBLE', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='TRIPLE', index=2, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='QUADRUPLE', index=3, number=3,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
-  serialized_start=27515,
-  serialized_end=27578,
+  serialized_options=None,
+  serialized_start=27516,
+  serialized_end=27579,
 )
 _sym_db.RegisterEnumDescriptor(_MARGININNERPRODUCTPARAMETER_MARGINTYPE)
 
@@ -1215,22 +1408,26 @@
   full_name='caffe.DeformableConvolutionParameter.Engine',
   filename=None,
   file=DESCRIPTOR,
+  create_key=_descriptor._internal_create_key,
   values=[
     _descriptor.EnumValueDescriptor(
       name='DEFAULT', index=0, number=0,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CAFFE', index=1, number=1,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
     _descriptor.EnumValueDescriptor(
       name='CUDNN', index=2, number=2,
-      options=None,
-      type=None),
+      serialized_options=None,
+      type=None,
+      create_key=_descriptor._internal_create_key),
   ],
   containing_type=None,
-  options=None,
+  serialized_options=None,
   serialized_start=10781,
   serialized_end=10824,
 )
@@ -1243,6 +1440,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='dim', full_name='caffe.BlobShape.dim', index=0,
@@ -1250,15 +1448,16 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=_descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))),
+      serialized_options=b'\020\001', file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1273,6 +1472,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='shape', full_name='caffe.BlobProto.shape', index=0,
@@ -1280,71 +1480,72 @@
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='data', full_name='caffe.BlobProto.data', index=1,
       number=5, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=_descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))),
+      serialized_options=b'\020\001', file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='diff', full_name='caffe.BlobProto.diff', index=2,
       number=6, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=_descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))),
+      serialized_options=b'\020\001', file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='double_data', full_name='caffe.BlobProto.double_data', index=3,
       number=8, type=1, cpp_type=5, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=_descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))),
+      serialized_options=b'\020\001', file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='double_diff', full_name='caffe.BlobProto.double_diff', index=4,
       number=9, type=1, cpp_type=5, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=_descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))),
+      serialized_options=b'\020\001', file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='num', full_name='caffe.BlobProto.num', index=5,
       number=1, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='channels', full_name='caffe.BlobProto.channels', index=6,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='height', full_name='caffe.BlobProto.height', index=7,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='width', full_name='caffe.BlobProto.width', index=8,
       number=4, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1359,6 +1560,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='blobs', full_name='caffe.BlobProtoVector.blobs', index=0,
@@ -1366,15 +1568,16 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1389,6 +1592,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='channels', full_name='caffe.Datum.channels', index=0,
@@ -1396,64 +1600,65 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='height', full_name='caffe.Datum.height', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='width', full_name='caffe.Datum.width', index=2,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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(""),
+      has_default_value=False, default_value=b"",
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='label', full_name='caffe.Datum.label', index=4,
       number=5, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='float_data', full_name='caffe.Datum.float_data', index=5,
       number=6, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='encoded', full_name='caffe.Datum.encoded', index=6,
       number=7, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='labels', full_name='caffe.Datum.labels', index=7,
       number=8, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1468,36 +1673,38 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1512,6 +1719,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='item', full_name='caffe.LabelMap.item', index=0,
@@ -1519,15 +1727,16 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1542,43 +1751,45 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1593,57 +1804,59 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1658,6 +1871,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='use_original_image', full_name='caffe.BatchSampler.use_original_image', index=0,
@@ -1665,43 +1879,44 @@
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1716,6 +1931,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='emit_type', full_name='caffe.EmitConstraint.emit_type', index=0,
@@ -1723,14 +1939,14 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -1738,8 +1954,9 @@
   enum_types=[
     _EMITCONSTRAINT_EMITTYPE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1754,71 +1971,73 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1833,6 +2052,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='instance_id', full_name='caffe.Annotation.instance_id', index=0,
@@ -1840,22 +2060,23 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1870,6 +2091,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='group_label', full_name='caffe.AnnotationGroup.group_label', index=0,
@@ -1877,22 +2099,23 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1907,6 +2130,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='datum', full_name='caffe.AnnotatedDatum.datum', index=0,
@@ -1914,21 +2138,21 @@
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -1936,8 +2160,9 @@
   enum_types=[
     _ANNOTATEDDATUM_ANNOTATIONTYPE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1952,43 +2177,45 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='xmin', full_name='caffe.MTCNNBBox.xmin', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='ymin', full_name='caffe.MTCNNBBox.ymin', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='xmax', full_name='caffe.MTCNNBBox.xmax', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='ymax', full_name='caffe.MTCNNBBox.ymax', index=3,
       number=4, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -2003,6 +2230,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='datum', full_name='caffe.MTCNNDatum.datum', index=0,
@@ -2010,29 +2238,30 @@
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='roi', full_name='caffe.MTCNNDatum.roi', index=1,
       number=2, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='pts', full_name='caffe.MTCNNDatum.pts', 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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -2047,70 +2276,71 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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'),
+      has_default_value=True, default_value=b"constant".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='value', full_name='caffe.FillerParameter.value', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='min', full_name='caffe.FillerParameter.min', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='max', full_name='caffe.FillerParameter.max', index=3,
       number=4, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='mean', full_name='caffe.FillerParameter.mean', index=4,
       number=5, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='std', full_name='caffe.FillerParameter.std', index=5,
       number=6, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='sparse', full_name='caffe.FillerParameter.sparse', index=6,
       number=7, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=-1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='variance_norm', full_name='caffe.FillerParameter.variance_norm', index=7,
       number=8, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='file', full_name='caffe.FillerParameter.file', index=8,
       number=9, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -2118,8 +2348,9 @@
   enum_types=[
     _FILLERPARAMETER_VARIANCENORM,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -2134,78 +2365,80 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='input', full_name='caffe.NetParameter.input', index=1,
       number=3, type=9, cpp_type=9, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='input_shape', full_name='caffe.NetParameter.input_shape', index=2,
       number=8, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='input_dim', full_name='caffe.NetParameter.input_dim', index=3,
       number=4, type=5, cpp_type=1, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='force_backward', full_name='caffe.NetParameter.force_backward', index=4,
       number=5, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='state', full_name='caffe.NetParameter.state', index=5,
       number=6, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='debug_info', full_name='caffe.NetParameter.debug_info', index=6,
       number=7, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='layer', full_name='caffe.NetParameter.layer', index=7,
       number=100, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='layers', full_name='caffe.NetParameter.layers', index=8,
       number=2, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -2220,301 +2453,302 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='net_param', full_name='caffe.SolverParameter.net_param', index=1,
       number=25, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='test_net', full_name='caffe.SolverParameter.test_net', index=3,
       number=2, type=9, cpp_type=9, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='train_net_param', full_name='caffe.SolverParameter.train_net_param', index=4,
       number=21, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='test_net_param', full_name='caffe.SolverParameter.test_net_param', index=5,
       number=22, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='train_state', full_name='caffe.SolverParameter.train_state', index=6,
       number=26, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='test_state', full_name='caffe.SolverParameter.test_state', index=7,
       number=27, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='test_iter', full_name='caffe.SolverParameter.test_iter', index=8,
       number=3, type=5, cpp_type=1, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='test_interval', full_name='caffe.SolverParameter.test_interval', index=9,
       number=4, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='test_compute_loss', full_name='caffe.SolverParameter.test_compute_loss', index=10,
       number=19, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='test_initialization', full_name='caffe.SolverParameter.test_initialization', index=11,
       number=32, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='base_lr', full_name='caffe.SolverParameter.base_lr', index=12,
       number=5, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='display', full_name='caffe.SolverParameter.display', index=13,
       number=6, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='average_loss', full_name='caffe.SolverParameter.average_loss', index=14,
       number=33, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='max_iter', full_name='caffe.SolverParameter.max_iter', index=15,
       number=7, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='iter_size', full_name='caffe.SolverParameter.iter_size', index=16,
       number=36, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='lr_policy', full_name='caffe.SolverParameter.lr_policy', index=17,
       number=8, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='gamma', full_name='caffe.SolverParameter.gamma', index=18,
       number=9, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='power', full_name='caffe.SolverParameter.power', index=19,
       number=10, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='momentum', full_name='caffe.SolverParameter.momentum', index=20,
       number=11, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='weight_decay', full_name='caffe.SolverParameter.weight_decay', index=21,
       number=12, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='regularization_type', full_name='caffe.SolverParameter.regularization_type', index=22,
       number=29, type=9, cpp_type=9, label=1,
-      has_default_value=True, default_value=_b("L2").decode('utf-8'),
+      has_default_value=True, default_value=b"L2".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='stepsize', full_name='caffe.SolverParameter.stepsize', index=23,
       number=13, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='stepvalue', full_name='caffe.SolverParameter.stepvalue', index=24,
       number=34, type=5, cpp_type=1, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='stagelr', full_name='caffe.SolverParameter.stagelr', index=25,
       number=50, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='stageiter', full_name='caffe.SolverParameter.stageiter', index=26,
       number=51, type=5, cpp_type=1, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='clip_gradients', full_name='caffe.SolverParameter.clip_gradients', index=27,
       number=35, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=-1,
+      has_default_value=True, default_value=float(-1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='snapshot', full_name='caffe.SolverParameter.snapshot', index=28,
       number=14, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='snapshot_prefix', full_name='caffe.SolverParameter.snapshot_prefix', index=29,
       number=15, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='snapshot_diff', full_name='caffe.SolverParameter.snapshot_diff', index=30,
       number=16, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='snapshot_format', full_name='caffe.SolverParameter.snapshot_format', index=31,
       number=37, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='solver_mode', full_name='caffe.SolverParameter.solver_mode', index=32,
       number=17, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='device_id', full_name='caffe.SolverParameter.device_id', index=33,
       number=18, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='random_seed', full_name='caffe.SolverParameter.random_seed', index=34,
       number=20, type=3, cpp_type=2, label=1,
       has_default_value=True, default_value=-1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='type', full_name='caffe.SolverParameter.type', index=35,
       number=40, type=9, cpp_type=9, label=1,
-      has_default_value=True, default_value=_b("SGD").decode('utf-8'),
+      has_default_value=True, default_value=b"SGD".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='delta', full_name='caffe.SolverParameter.delta', index=36,
       number=31, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1e-08,
+      has_default_value=True, default_value=float(1e-08),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='momentum2', full_name='caffe.SolverParameter.momentum2', index=37,
       number=39, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.999,
+      has_default_value=True, default_value=float(0.999),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='rms_decay', full_name='caffe.SolverParameter.rms_decay', index=38,
       number=38, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='debug_info', full_name='caffe.SolverParameter.debug_info', index=39,
       number=23, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='snapshot_after_train', full_name='caffe.SolverParameter.snapshot_after_train', index=40,
       number=28, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='solver_type', full_name='caffe.SolverParameter.solver_type', index=41,
       number=30, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -2524,8 +2758,9 @@
     _SOLVERPARAMETER_SOLVERMODE,
     _SOLVERPARAMETER_SOLVERTYPE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -2540,6 +2775,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='iter', full_name='caffe.SolverState.iter', index=0,
@@ -2547,36 +2783,37 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='history', full_name='caffe.SolverState.history', index=2,
       number=3, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='current_step', full_name='caffe.SolverState.current_step', index=3,
       number=4, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -2591,6 +2828,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='phase', full_name='caffe.NetState.phase', index=0,
@@ -2598,29 +2836,30 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='level', full_name='caffe.NetState.level', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='stage', full_name='caffe.NetState.stage', index=2,
       number=3, type=9, cpp_type=9, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -2635,6 +2874,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='phase', full_name='caffe.NetStateRule.phase', index=0,
@@ -2642,43 +2882,44 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='min_level', full_name='caffe.NetStateRule.min_level', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='max_level', full_name='caffe.NetStateRule.max_level', index=2,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='stage', full_name='caffe.NetStateRule.stage', index=3,
       number=4, type=9, cpp_type=9, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='not_stage', full_name='caffe.NetStateRule.not_stage', index=4,
       number=5, type=9, cpp_type=9, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -2693,92 +2934,94 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='transform_type', full_name='caffe.SpatialTransformerParameter.transform_type', index=0,
       number=1, type=9, cpp_type=9, label=1,
-      has_default_value=True, default_value=_b("affine").decode('utf-8'),
+      has_default_value=True, default_value=b"affine".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='sampler_type', full_name='caffe.SpatialTransformerParameter.sampler_type', index=1,
       number=2, type=9, cpp_type=9, label=1,
-      has_default_value=True, default_value=_b("bilinear").decode('utf-8'),
+      has_default_value=True, default_value=b"bilinear".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='output_H', full_name='caffe.SpatialTransformerParameter.output_H', index=2,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='output_W', full_name='caffe.SpatialTransformerParameter.output_W', index=3,
       number=4, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='to_compute_dU', full_name='caffe.SpatialTransformerParameter.to_compute_dU', 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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='theta_1_1', full_name='caffe.SpatialTransformerParameter.theta_1_1', index=5,
       number=6, type=1, cpp_type=5, label=1,
-      has_default_value=False, default_value=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='theta_1_2', full_name='caffe.SpatialTransformerParameter.theta_1_2', index=6,
       number=7, type=1, cpp_type=5, label=1,
-      has_default_value=False, default_value=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='theta_1_3', full_name='caffe.SpatialTransformerParameter.theta_1_3', index=7,
       number=8, type=1, cpp_type=5, label=1,
-      has_default_value=False, default_value=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='theta_2_1', full_name='caffe.SpatialTransformerParameter.theta_2_1', index=8,
       number=9, type=1, cpp_type=5, label=1,
-      has_default_value=False, default_value=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='theta_2_2', full_name='caffe.SpatialTransformerParameter.theta_2_2', index=9,
       number=10, type=1, cpp_type=5, label=1,
-      has_default_value=False, default_value=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='theta_2_3', full_name='caffe.SpatialTransformerParameter.theta_2_3', index=10,
       number=11, type=1, cpp_type=5, label=1,
-      has_default_value=False, default_value=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -2793,6 +3036,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='output_H', full_name='caffe.STLossParameter.output_H', index=0,
@@ -2800,22 +3044,23 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='output_W', full_name='caffe.STLossParameter.output_W', index=1,
       number=2, type=5, cpp_type=1, label=2,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -2830,35 +3075,36 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='share_mode', full_name='caffe.ParamSpec.share_mode', index=1,
       number=2, type=14, cpp_type=8, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='lr_mult', full_name='caffe.ParamSpec.lr_mult', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='decay_mult', full_name='caffe.ParamSpec.decay_mult', index=3,
       number=4, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -2866,8 +3112,9 @@
   enum_types=[
     _PARAMSPEC_DIMCHECKMODE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -2882,694 +3129,696 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
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       number=100005, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='pass_through_param', full_name='caffe.LayerParameter.pass_through_param', index=96,
       number=100004, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -3584,6 +3833,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.UpsampleParameter.scale', index=0,
@@ -3591,57 +3841,58 @@
       has_default_value=True, default_value=2,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
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       number=3, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
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       number=4, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
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       number=5, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
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       number=6, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='upsample_w', full_name='caffe.UpsampleParameter.upsample_w', 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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -3656,6 +3907,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='dim_1', full_name='caffe.MatMulParameter.dim_1', index=0,
@@ -3663,29 +3915,30 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
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       number=2, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='dim_3', full_name='caffe.MatMulParameter.dim_3', index=2,
       number=3, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -3700,6 +3953,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='num_output', full_name='caffe.PassThroughParameter.num_output', index=0,
@@ -3707,29 +3961,30 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='block_height', full_name='caffe.PassThroughParameter.block_height', 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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='block_width', full_name='caffe.PassThroughParameter.block_width', index=2,
       number=3, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -3744,6 +3999,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='batch_sampler', full_name='caffe.AnnotatedDataParameter.batch_sampler', index=0,
@@ -3751,29 +4007,30 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -3788,6 +4045,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='count_drop', full_name='caffe.AsdnDataParameter.count_drop', index=0,
@@ -3795,50 +4053,51 @@
       has_default_value=True, default_value=15,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='permute_count', full_name='caffe.AsdnDataParameter.permute_count', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=20,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='count_drop_neg', full_name='caffe.AsdnDataParameter.count_drop_neg', 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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='channels', full_name='caffe.AsdnDataParameter.channels', index=3,
       number=4, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1024,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='iter_size', full_name='caffe.AsdnDataParameter.iter_size', index=4,
       number=5, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=2,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='maintain_before', full_name='caffe.AsdnDataParameter.maintain_before', index=5,
       number=6, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -3853,6 +4112,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='augmented', full_name='caffe.MTCNNDataParameter.augmented', index=0,
@@ -3860,71 +4120,72 @@
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='flip', full_name='caffe.MTCNNDataParameter.flip', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='num_positive', full_name='caffe.MTCNNDataParameter.num_positive', index=2,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=-1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='num_negitive', full_name='caffe.MTCNNDataParameter.num_negitive', index=3,
       number=4, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=-1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='num_part', full_name='caffe.MTCNNDataParameter.num_part', index=4,
       number=5, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=-1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='resize_width', full_name='caffe.MTCNNDataParameter.resize_width', index=5,
       number=6, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='resize_height', full_name='caffe.MTCNNDataParameter.resize_height', index=6,
       number=7, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='min_negitive_scale', full_name='caffe.MTCNNDataParameter.min_negitive_scale', index=7,
       number=8, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.5,
+      has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='max_negitive_scale', full_name='caffe.MTCNNDataParameter.max_negitive_scale', index=8,
       number=9, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1.5,
+      has_default_value=True, default_value=float(1.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -3939,6 +4200,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='height', full_name='caffe.InterpParameter.height', index=0,
@@ -3946,50 +4208,51 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='width', full_name='caffe.InterpParameter.width', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='zoom_factor', full_name='caffe.InterpParameter.zoom_factor', index=2,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='shrink_factor', full_name='caffe.InterpParameter.shrink_factor', index=3,
       number=4, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='pad_beg', full_name='caffe.InterpParameter.pad_beg', index=4,
       number=5, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='pad_end', full_name='caffe.InterpParameter.pad_end', 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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -4004,36 +4267,38 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='spatial_scale', full_name='caffe.PSROIPoolingParameter.spatial_scale', index=0,
       number=1, type=2, cpp_type=6, label=2,
-      has_default_value=False, default_value=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='output_dim', full_name='caffe.PSROIPoolingParameter.output_dim', index=1,
       number=2, type=5, cpp_type=1, label=2,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='group_size', full_name='caffe.PSROIPoolingParameter.group_size', index=2,
       number=3, type=5, cpp_type=1, label=2,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -4048,6 +4313,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='flip_width', full_name='caffe.FlipParameter.flip_width', index=0,
@@ -4055,22 +4321,23 @@
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='flip_height', full_name='caffe.FlipParameter.flip_height', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -4085,6 +4352,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='slope_filler', full_name='caffe.BNParameter.slope_filler', index=0,
@@ -4092,42 +4360,42 @@
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='bias_filler', full_name='caffe.BNParameter.bias_filler', index=1,
       number=2, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='momentum', full_name='caffe.BNParameter.momentum', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.9,
+      has_default_value=True, default_value=float(0.9),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='eps', full_name='caffe.BNParameter.eps', index=3,
       number=4, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1e-05,
+      has_default_value=True, default_value=float(1e-05),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='frozen', full_name='caffe.BNParameter.frozen', index=4,
       number=5, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='engine', full_name='caffe.BNParameter.engine', index=5,
       number=6, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -4135,8 +4403,9 @@
   enum_types=[
     _BNPARAMETER_ENGINE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -4151,6 +4420,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='type', full_name='caffe.FocalLossParameter.type', index=0,
@@ -4158,28 +4428,28 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='gamma', full_name='caffe.FocalLossParameter.gamma', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=2,
+      has_default_value=True, default_value=float(2),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='alpha', full_name='caffe.FocalLossParameter.alpha', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.25,
+      has_default_value=True, default_value=float(0.25),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='beta', full_name='caffe.FocalLossParameter.beta', index=3,
       number=4, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -4187,8 +4457,9 @@
   enum_types=[
     _FOCALLOSSPARAMETER_TYPE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -4203,113 +4474,115 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.TransformationParameter.scale', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='mirror', full_name='caffe.TransformationParameter.mirror', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='crop_size', full_name='caffe.TransformationParameter.crop_size', index=2,
       number=3, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -4324,70 +4597,71 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -4397,8 +4671,9 @@
     _RESIZEPARAMETER_PAD_MODE,
     _RESIZEPARAMETER_INTERP_MODE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -4413,29 +4688,31 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -4450,106 +4727,108 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=-1,
+      has_default_value=True, default_value=float(-1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -4564,92 +4843,94 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -4664,29 +4945,31 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -4701,6 +4984,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='ignore_label', full_name='caffe.LossParameter.ignore_label', index=0,
@@ -4708,21 +4992,21 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='normalization', full_name='caffe.LossParameter.normalization', index=1,
       number=3, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='normalize', full_name='caffe.LossParameter.normalize', index=2,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=False, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -4730,8 +5014,9 @@
   enum_types=[
     _LOSSPARAMETER_NORMALIZATIONMODE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -4746,6 +5031,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='top_k', full_name='caffe.AccuracyParameter.top_k', index=0,
@@ -4753,29 +5039,30 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.AccuracyParameter.axis', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='ignore_label', full_name='caffe.AccuracyParameter.ignore_label', index=2,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -4790,6 +5077,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='out_max_val', full_name='caffe.ArgMaxParameter.out_max_val', index=0,
@@ -4797,29 +5085,30 @@
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='top_k', full_name='caffe.ArgMaxParameter.top_k', index=1,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.ArgMaxParameter.axis', index=2,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -4834,6 +5123,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.ConcatParameter.axis', index=0,
@@ -4841,22 +5131,23 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='concat_dim', full_name='caffe.ConcatParameter.concat_dim', index=1,
       number=1, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -4871,6 +5162,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='use_global_stats', full_name='caffe.BatchNormParameter.use_global_stats', index=0,
@@ -4878,29 +5170,30 @@
       has_default_value=False, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='moving_average_fraction', full_name='caffe.BatchNormParameter.moving_average_fraction', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.999,
+      has_default_value=True, default_value=float(0.999),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='eps', full_name='caffe.BatchNormParameter.eps', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1e-05,
+      has_default_value=True, default_value=float(1e-05),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -4915,6 +5208,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.BiasParameter.axis', index=0,
@@ -4922,29 +5216,30 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='num_axes', full_name='caffe.BiasParameter.num_axes', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='filler', full_name='caffe.BiasParameter.filler', index=2,
       number=3, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -4959,29 +5254,31 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='margin', full_name='caffe.ContrastiveLossParameter.margin', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='legacy_version', full_name='caffe.ContrastiveLossParameter.legacy_version', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -4996,6 +5293,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='side', full_name='caffe.DetectionLossParameter.side', index=0,
@@ -5003,71 +5301,72 @@
       has_default_value=True, default_value=7,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='num_class', full_name='caffe.DetectionLossParameter.num_class', index=1,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=20,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='num_object', full_name='caffe.DetectionLossParameter.num_object', index=2,
       number=3, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=2,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='object_scale', full_name='caffe.DetectionLossParameter.object_scale', index=3,
       number=4, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='noobject_scale', full_name='caffe.DetectionLossParameter.noobject_scale', index=4,
       number=5, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.5,
+      has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='class_scale', full_name='caffe.DetectionLossParameter.class_scale', index=5,
       number=6, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='coord_scale', full_name='caffe.DetectionLossParameter.coord_scale', index=6,
       number=7, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=5,
+      has_default_value=True, default_value=float(5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='sqrt', full_name='caffe.DetectionLossParameter.sqrt', 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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='constriant', full_name='caffe.DetectionLossParameter.constriant', index=8,
       number=9, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -5082,6 +5381,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='side', full_name='caffe.RegionLossParameter.side', index=0,
@@ -5089,134 +5389,135 @@
       has_default_value=True, default_value=13,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='num_class', full_name='caffe.RegionLossParameter.num_class', index=1,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=20,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='bias_match', full_name='caffe.RegionLossParameter.bias_match', index=2,
       number=3, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='coords', full_name='caffe.RegionLossParameter.coords', index=3,
       number=4, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=4,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='num', full_name='caffe.RegionLossParameter.num', index=4,
       number=5, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='softmax', full_name='caffe.RegionLossParameter.softmax', index=5,
       number=6, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='jitter', full_name='caffe.RegionLossParameter.jitter', index=6,
       number=7, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.2,
+      has_default_value=True, default_value=float(0.2),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='rescore', full_name='caffe.RegionLossParameter.rescore', index=7,
       number=8, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='object_scale', full_name='caffe.RegionLossParameter.object_scale', index=8,
       number=9, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='class_scale', full_name='caffe.RegionLossParameter.class_scale', index=9,
       number=10, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='noobject_scale', full_name='caffe.RegionLossParameter.noobject_scale', index=10,
       number=11, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.5,
+      has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='coord_scale', full_name='caffe.RegionLossParameter.coord_scale', index=11,
       number=12, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=5,
+      has_default_value=True, default_value=float(5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='absolute', full_name='caffe.RegionLossParameter.absolute', index=12,
       number=13, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='thresh', full_name='caffe.RegionLossParameter.thresh', index=13,
       number=14, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.2,
+      has_default_value=True, default_value=float(0.2),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='random', full_name='caffe.RegionLossParameter.random', index=14,
       number=15, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='biases', full_name='caffe.RegionLossParameter.biases', index=15,
       number=16, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='softmax_tree', full_name='caffe.RegionLossParameter.softmax_tree', index=16,
       number=17, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='class_map', full_name='caffe.RegionLossParameter.class_map', index=17,
       number=18, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -5231,6 +5532,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='stride', full_name='caffe.ReorgParameter.stride', index=0,
@@ -5238,22 +5540,23 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='reverse', full_name='caffe.ReorgParameter.reverse', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -5268,6 +5571,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='side', full_name='caffe.EvalDetectionParameter.side', index=0,
@@ -5275,63 +5579,63 @@
       has_default_value=True, default_value=7,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='num_class', full_name='caffe.EvalDetectionParameter.num_class', index=1,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=20,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='num_object', full_name='caffe.EvalDetectionParameter.num_object', index=2,
       number=3, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=2,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='threshold', full_name='caffe.EvalDetectionParameter.threshold', index=3,
       number=4, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.5,
+      has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='sqrt', full_name='caffe.EvalDetectionParameter.sqrt', 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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='constriant', full_name='caffe.EvalDetectionParameter.constriant', index=5,
       number=6, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='score_type', full_name='caffe.EvalDetectionParameter.score_type', index=6,
       number=7, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=2,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='nms', full_name='caffe.EvalDetectionParameter.nms', index=7,
       number=8, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=-1,
+      has_default_value=True, default_value=float(-1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='biases', full_name='caffe.EvalDetectionParameter.biases', index=8,
       number=9, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -5339,8 +5643,9 @@
   enum_types=[
     _EVALDETECTIONPARAMETER_SCORETYPE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -5355,6 +5660,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='num_output', full_name='caffe.ConvolutionParameter.num_output', index=0,
@@ -5362,126 +5668,126 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='bias_term', full_name='caffe.ConvolutionParameter.bias_term', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='pad', full_name='caffe.ConvolutionParameter.pad', index=2,
       number=3, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='kernel_size', full_name='caffe.ConvolutionParameter.kernel_size', index=3,
       number=4, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='stride', full_name='caffe.ConvolutionParameter.stride', index=4,
       number=6, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='dilation', full_name='caffe.ConvolutionParameter.dilation', index=5,
       number=18, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='pad_h', full_name='caffe.ConvolutionParameter.pad_h', index=6,
       number=9, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='pad_w', full_name='caffe.ConvolutionParameter.pad_w', index=7,
       number=10, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='kernel_h', full_name='caffe.ConvolutionParameter.kernel_h', index=8,
       number=11, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='kernel_w', full_name='caffe.ConvolutionParameter.kernel_w', index=9,
       number=12, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='stride_h', full_name='caffe.ConvolutionParameter.stride_h', index=10,
       number=13, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='stride_w', full_name='caffe.ConvolutionParameter.stride_w', index=11,
       number=14, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='group', full_name='caffe.ConvolutionParameter.group', index=12,
       number=5, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='weight_filler', full_name='caffe.ConvolutionParameter.weight_filler', index=13,
       number=7, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='bias_filler', full_name='caffe.ConvolutionParameter.bias_filler', index=14,
       number=8, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='engine', full_name='caffe.ConvolutionParameter.engine', index=15,
       number=15, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.ConvolutionParameter.axis', index=16,
       number=16, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='force_nd_im2col', full_name='caffe.ConvolutionParameter.force_nd_im2col', index=17,
       number=17, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -5489,8 +5795,9 @@
   enum_types=[
     _CONVOLUTIONPARAMETER_ENGINE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -5505,6 +5812,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.CropParameter.axis', index=0,
@@ -5512,22 +5820,23 @@
       has_default_value=True, default_value=2,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='offset', full_name='caffe.CropParameter.offset', index=1,
       number=2, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -5542,84 +5851,85 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='batch_size', full_name='caffe.DataParameter.batch_size', index=1,
       number=4, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='rand_skip', full_name='caffe.DataParameter.rand_skip', index=2,
       number=7, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='backend', full_name='caffe.DataParameter.backend', index=3,
       number=8, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.DataParameter.scale', index=4,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='crop_size', full_name='caffe.DataParameter.crop_size', index=6,
       number=5, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='mirror', full_name='caffe.DataParameter.mirror', index=7,
       number=6, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='force_encoded_color', full_name='caffe.DataParameter.force_encoded_color', index=8,
       number=9, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='prefetch', full_name='caffe.DataParameter.prefetch', index=9,
       number=10, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=4,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='side', full_name='caffe.DataParameter.side', index=10,
       number=11, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -5627,8 +5937,9 @@
   enum_types=[
     _DATAPARAMETER_DB,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -5643,6 +5954,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='num_classes', full_name='caffe.DetectionEvaluateParameter.num_classes', index=0,
@@ -5650,50 +5962,51 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0.5,
+      has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -5708,36 +6021,38 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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=0.3,
+      has_default_value=True, default_value=float(0.3),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -5752,64 +6067,66 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -5824,6 +6141,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='num_classes', full_name='caffe.DetectionOutputParameter.num_classes', index=0,
@@ -5831,92 +6149,93 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -5931,29 +6250,31 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='dropout_ratio', full_name='caffe.DropoutParameter.dropout_ratio', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.5,
+      has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='scale_train', full_name='caffe.DropoutParameter.scale_train', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -5968,6 +6289,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='data_filler', full_name='caffe.DummyDataParameter.data_filler', index=0,
@@ -5975,50 +6297,51 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='shape', full_name='caffe.DummyDataParameter.shape', index=1,
       number=6, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='num', full_name='caffe.DummyDataParameter.num', index=2,
       number=2, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='channels', full_name='caffe.DummyDataParameter.channels', index=3,
       number=3, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='height', full_name='caffe.DummyDataParameter.height', index=4,
       number=4, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='width', full_name='caffe.DummyDataParameter.width', index=5,
       number=5, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -6033,6 +6356,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='operation', full_name='caffe.EltwiseParameter.operation', index=0,
@@ -6040,21 +6364,21 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='coeff', full_name='caffe.EltwiseParameter.coeff', index=1,
       number=2, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='stable_prod_grad', full_name='caffe.EltwiseParameter.stable_prod_grad', index=2,
       number=3, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -6062,8 +6386,9 @@
   enum_types=[
     _ELTWISEPARAMETER_ELTWISEOP,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -6078,22 +6403,24 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='alpha', full_name='caffe.ELUParameter.alpha', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -6108,6 +6435,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='num_output', full_name='caffe.EmbedParameter.num_output', index=0,
@@ -6115,43 +6443,44 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='input_dim', full_name='caffe.EmbedParameter.input_dim', index=1,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='bias_term', full_name='caffe.EmbedParameter.bias_term', index=2,
       number=3, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='weight_filler', full_name='caffe.EmbedParameter.weight_filler', index=3,
       number=4, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='bias_filler', full_name='caffe.EmbedParameter.bias_filler', index=4,
       number=5, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -6166,36 +6495,38 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='base', full_name='caffe.ExpParameter.base', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=-1,
+      has_default_value=True, default_value=float(-1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.ExpParameter.scale', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='shift', full_name='caffe.ExpParameter.shift', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -6210,6 +6541,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.FlattenParameter.axis', index=0,
@@ -6217,22 +6549,23 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='end_axis', full_name='caffe.FlattenParameter.end_axis', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=-1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -6247,36 +6580,38 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='batch_size', full_name='caffe.HDF5DataParameter.batch_size', index=1,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='shuffle', full_name='caffe.HDF5DataParameter.shuffle', index=2,
       number=3, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -6291,22 +6626,24 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -6321,6 +6658,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='norm', full_name='caffe.HingeLossParameter.norm', index=0,
@@ -6328,7 +6666,7 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -6336,8 +6674,9 @@
   enum_types=[
     _HINGELOSSPARAMETER_NORM,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -6352,99 +6691,101 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='batch_size', full_name='caffe.ImageDataParameter.batch_size', index=1,
       number=4, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='rand_skip', full_name='caffe.ImageDataParameter.rand_skip', index=2,
       number=7, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='shuffle', full_name='caffe.ImageDataParameter.shuffle', index=3,
       number=8, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='new_height', full_name='caffe.ImageDataParameter.new_height', index=4,
       number=9, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='new_width', full_name='caffe.ImageDataParameter.new_width', index=5,
       number=10, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='is_color', full_name='caffe.ImageDataParameter.is_color', index=6,
       number=11, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.ImageDataParameter.scale', index=7,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='crop_size', full_name='caffe.ImageDataParameter.crop_size', index=9,
       number=5, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='mirror', full_name='caffe.ImageDataParameter.mirror', index=10,
       number=6, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=True, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -6459,22 +6800,24 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -6489,6 +6832,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='num_output', full_name='caffe.InnerProductParameter.num_output', index=0,
@@ -6496,57 +6840,58 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='bias_term', full_name='caffe.InnerProductParameter.bias_term', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='weight_filler', full_name='caffe.InnerProductParameter.weight_filler', index=2,
       number=3, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='bias_filler', full_name='caffe.InnerProductParameter.bias_filler', index=3,
       number=4, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.InnerProductParameter.axis', index=4,
       number=5, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='transpose', full_name='caffe.InnerProductParameter.transpose', index=5,
       number=6, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='normalize', full_name='caffe.InnerProductParameter.normalize', index=6,
       number=7, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -6561,6 +6906,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='shape', full_name='caffe.InputParameter.shape', index=0,
@@ -6568,15 +6914,16 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -6591,36 +6938,38 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='base', full_name='caffe.LogParameter.base', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=-1,
+      has_default_value=True, default_value=float(-1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.LogParameter.scale', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='shift', full_name='caffe.LogParameter.shift', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -6635,6 +6984,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='local_size', full_name='caffe.LRNParameter.local_size', index=0,
@@ -6642,42 +6992,42 @@
       has_default_value=True, default_value=5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='alpha', full_name='caffe.LRNParameter.alpha', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='beta', full_name='caffe.LRNParameter.beta', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.75,
+      has_default_value=True, default_value=float(0.75),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='norm_region', full_name='caffe.LRNParameter.norm_region', index=3,
       number=4, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='k', full_name='caffe.LRNParameter.k', index=4,
       number=5, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='engine', full_name='caffe.LRNParameter.engine', index=5,
       number=6, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -6686,8 +7036,9 @@
     _LRNPARAMETER_NORMREGION,
     _LRNPARAMETER_ENGINE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -6702,6 +7053,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='batch_size', full_name='caffe.MemoryDataParameter.batch_size', index=0,
@@ -6709,36 +7061,37 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='channels', full_name='caffe.MemoryDataParameter.channels', index=1,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='height', full_name='caffe.MemoryDataParameter.height', index=2,
       number=3, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='width', full_name='caffe.MemoryDataParameter.width', index=3,
       number=4, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -6753,6 +7106,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='loc_loss_type', full_name='caffe.MultiBoxLossParameter.loc_loss_type', index=0,
@@ -6760,154 +7114,154 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0.5,
+      has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=3,
+      has_default_value=True, default_value=float(3),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0.5,
+      has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -6918,8 +7272,9 @@
     _MULTIBOXLOSSPARAMETER_MATCHTYPE,
     _MULTIBOXLOSSPARAMETER_MININGTYPE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -6934,6 +7289,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='across_spatial', full_name='caffe.NormalizeParameter.across_spatial', index=0,
@@ -6941,36 +7297,37 @@
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=1e-10,
+      has_default_value=True, default_value=float(1e-10),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -6985,6 +7342,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='order', full_name='caffe.PermuteParameter.order', index=0,
@@ -6992,15 +7350,16 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -7015,6 +7374,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='normalize_variance', full_name='caffe.MVNParameter.normalize_variance', index=0,
@@ -7022,29 +7382,30 @@
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='across_channels', full_name='caffe.MVNParameter.across_channels', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='eps', full_name='caffe.MVNParameter.eps', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1e-09,
+      has_default_value=True, default_value=float(1e-09),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -7059,6 +7420,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='shape', full_name='caffe.ParameterParameter.shape', index=0,
@@ -7066,15 +7428,16 @@
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -7089,6 +7452,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='pool', full_name='caffe.PoolingParameter.pool', index=0,
@@ -7096,91 +7460,91 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='pad', full_name='caffe.PoolingParameter.pad', index=1,
       number=4, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='pad_h', full_name='caffe.PoolingParameter.pad_h', index=2,
       number=9, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='pad_w', full_name='caffe.PoolingParameter.pad_w', index=3,
       number=10, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='kernel_size', full_name='caffe.PoolingParameter.kernel_size', index=4,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='kernel_h', full_name='caffe.PoolingParameter.kernel_h', index=5,
       number=5, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='kernel_w', full_name='caffe.PoolingParameter.kernel_w', index=6,
       number=6, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='stride', full_name='caffe.PoolingParameter.stride', index=7,
       number=3, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='stride_h', full_name='caffe.PoolingParameter.stride_h', index=8,
       number=7, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='stride_w', full_name='caffe.PoolingParameter.stride_w', index=9,
       number=8, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='engine', full_name='caffe.PoolingParameter.engine', index=10,
       number=11, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='global_pooling', full_name='caffe.PoolingParameter.global_pooling', index=11,
       number=12, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
-      name='ceil_mode', full_name='caffe.PoolingParameter.ceil_mode', index=12,
-      number=13, type=8, cpp_type=7, label=1,
-      has_default_value=True, default_value=True,
+      name='round_mode', full_name='caffe.PoolingParameter.round_mode', index=12,
+      number=13, type=9, cpp_type=9, label=1,
+      has_default_value=True, default_value=b"CEIL".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -7189,13 +7553,14 @@
     _POOLINGPARAMETER_POOLMETHOD,
     _POOLINGPARAMETER_ENGINE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
   serialized_start=19886,
-  serialized_end=20329,
+  serialized_end=20330,
 )
 
 
@@ -7205,41 +7570,43 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='power', full_name='caffe.PowerParameter.power', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.PowerParameter.scale', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='shift', full_name='caffe.PowerParameter.shift', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=20331,
-  serialized_end=20401,
+  serialized_start=20332,
+  serialized_end=20402,
 )
 
 
@@ -7249,6 +7616,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='min_size', full_name='caffe.PriorBoxParameter.min_size', index=0,
@@ -7256,91 +7624,91 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=0.5,
+      has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -7348,13 +7716,14 @@
   enum_types=[
     _PRIORBOXPARAMETER_CODETYPE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=20404,
-  serialized_end=20713,
+  serialized_start=20405,
+  serialized_end=20714,
 )
 
 
@@ -7364,48 +7733,50 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=True, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='share_in_parallel', full_name='caffe.PythonParameter.share_in_parallel', index=3,
       number=4, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=20715,
-  serialized_end=20818,
+  serialized_start=20716,
+  serialized_end=20819,
 )
 
 
@@ -7415,6 +7786,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='num_output', full_name='caffe.RecurrentParameter.num_output', index=0,
@@ -7422,48 +7794,49 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='weight_filler', full_name='caffe.RecurrentParameter.weight_filler', index=1,
       number=2, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='bias_filler', full_name='caffe.RecurrentParameter.bias_filler', index=2,
       number=3, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='debug_info', full_name='caffe.RecurrentParameter.debug_info', index=3,
       number=4, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='expose_hidden', full_name='caffe.RecurrentParameter.expose_hidden', index=4,
       number=5, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=20821,
-  serialized_end=21013,
+  serialized_start=20822,
+  serialized_end=21014,
 )
 
 
@@ -7473,6 +7846,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='operation', full_name='caffe.ReductionParameter.operation', index=0,
@@ -7480,21 +7854,21 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.ReductionParameter.axis', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='coeff', full_name='caffe.ReductionParameter.coeff', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -7502,13 +7876,14 @@
   enum_types=[
     _REDUCTIONPARAMETER_REDUCTIONOP,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=21016,
-  serialized_end=21189,
+  serialized_start=21017,
+  serialized_end=21190,
 )
 
 
@@ -7518,21 +7893,22 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='negative_slope', full_name='caffe.ReLUParameter.negative_slope', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='engine', full_name='caffe.ReLUParameter.engine', index=1,
       number=2, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -7540,13 +7916,14 @@
   enum_types=[
     _RELUPARAMETER_ENGINE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=21192,
-  serialized_end=21333,
+  serialized_start=21193,
+  serialized_end=21334,
 )
 
 
@@ -7556,6 +7933,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='engine', full_name='caffe.ReLU6Parameter.engine', index=0,
@@ -7563,7 +7941,7 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -7571,13 +7949,14 @@
   enum_types=[
     _RELU6PARAMETER_ENGINE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=21335,
-  serialized_end=21451,
+  serialized_start=21336,
+  serialized_end=21452,
 )
 
 
@@ -7587,6 +7966,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='shape', full_name='caffe.ReshapeParameter.shape', index=0,
@@ -7594,34 +7974,35 @@
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.ReshapeParameter.axis', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='num_axes', full_name='caffe.ReshapeParameter.num_axes', index=2,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=-1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=21453,
-  serialized_end=21543,
+  serialized_start=21454,
+  serialized_end=21544,
 )
 
 
@@ -7631,6 +8012,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='pooled_h', full_name='caffe.ROIPoolingParameter.pooled_h', index=0,
@@ -7638,34 +8020,35 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=21545,
-  serialized_end=21634,
+  serialized_start=21546,
+  serialized_end=21635,
 )
 
 
@@ -7675,6 +8058,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.ScaleParameter.axis', index=0,
@@ -7682,62 +8066,63 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='num_axes', full_name='caffe.ScaleParameter.num_axes', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='filler', full_name='caffe.ScaleParameter.filler', index=2,
       number=3, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='bias_term', full_name='caffe.ScaleParameter.bias_term', index=3,
       number=4, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='bias_filler', full_name='caffe.ScaleParameter.bias_filler', index=4,
       number=5, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='min_value', full_name='caffe.ScaleParameter.min_value', index=5,
       number=6, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='max_value', full_name='caffe.ScaleParameter.max_value', index=6,
       number=7, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=21637,
-  serialized_end=21840,
+  serialized_start=21638,
+  serialized_end=21841,
 )
 
 
@@ -7747,6 +8132,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='engine', full_name='caffe.SigmoidParameter.engine', index=0,
@@ -7754,7 +8140,7 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -7762,13 +8148,14 @@
   enum_types=[
     _SIGMOIDPARAMETER_ENGINE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=21842,
-  serialized_end=21962,
+  serialized_start=21843,
+  serialized_end=21963,
 )
 
 
@@ -7778,27 +8165,29 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='sigma', full_name='caffe.SmoothL1LossParameter.sigma', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=21964,
-  serialized_end=22005,
+  serialized_start=21965,
+  serialized_end=22006,
 )
 
 
@@ -7808,6 +8197,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.SliceParameter.axis', index=0,
@@ -7815,34 +8205,35 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='slice_point', full_name='caffe.SliceParameter.slice_point', index=1,
       number=2, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='slice_dim', full_name='caffe.SliceParameter.slice_dim', index=2,
       number=1, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=22007,
-  serialized_end=22083,
+  serialized_start=22008,
+  serialized_end=22084,
 )
 
 
@@ -7852,6 +8243,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='engine', full_name='caffe.SoftmaxParameter.engine', index=0,
@@ -7859,14 +8251,14 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.SoftmaxParameter.axis', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -7874,13 +8266,14 @@
   enum_types=[
     _SOFTMAXPARAMETER_ENGINE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=22086,
-  serialized_end=22223,
+  serialized_start=22087,
+  serialized_end=22224,
 )
 
 
@@ -7890,6 +8283,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='engine', full_name='caffe.TanHParameter.engine', index=0,
@@ -7897,7 +8291,7 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -7905,13 +8299,14 @@
   enum_types=[
     _TANHPARAMETER_ENGINE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=22225,
-  serialized_end=22339,
+  serialized_start=22226,
+  serialized_end=22340,
 )
 
 
@@ -7921,6 +8316,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.TileParameter.axis', index=0,
@@ -7928,27 +8324,28 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='tiles', full_name='caffe.TileParameter.tiles', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=22341,
-  serialized_end=22388,
+  serialized_start=22342,
+  serialized_end=22389,
 )
 
 
@@ -7958,27 +8355,29 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='threshold', full_name='caffe.ThresholdParameter.threshold', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=22390,
-  serialized_end=22432,
+  serialized_start=22391,
+  serialized_end=22433,
 )
 
 
@@ -7988,111 +8387,113 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.WindowDataParameter.scale', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='batch_size', full_name='caffe.WindowDataParameter.batch_size', index=3,
       number=4, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='crop_size', full_name='caffe.WindowDataParameter.crop_size', index=4,
       number=5, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='mirror', full_name='caffe.WindowDataParameter.mirror', index=5,
       number=6, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='fg_threshold', full_name='caffe.WindowDataParameter.fg_threshold', index=6,
       number=7, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.5,
+      has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='bg_threshold', full_name='caffe.WindowDataParameter.bg_threshold', index=7,
       number=8, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.5,
+      has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='fg_fraction', full_name='caffe.WindowDataParameter.fg_fraction', index=8,
       number=9, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.25,
+      has_default_value=True, default_value=float(0.25),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='context_pad', full_name='caffe.WindowDataParameter.context_pad', index=9,
       number=10, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=True, default_value=b"warp".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='cache_images', full_name='caffe.WindowDataParameter.cache_images', index=11,
       number=12, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=True, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=22435,
-  serialized_end=22756,
+  serialized_start=22436,
+  serialized_end=22757,
 )
 
 
@@ -8102,6 +8503,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='pyramid_height', full_name='caffe.SPPParameter.pyramid_height', index=0,
@@ -8109,21 +8511,21 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='pool', full_name='caffe.SPPParameter.pool', index=1,
       number=2, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='engine', full_name='caffe.SPPParameter.engine', index=2,
       number=6, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -8132,13 +8534,14 @@
     _SPPPARAMETER_POOLMETHOD,
     _SPPPARAMETER_ENGINE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=22759,
-  serialized_end=22994,
+  serialized_start=22760,
+  serialized_end=22995,
 )
 
 
@@ -8148,6 +8551,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='bottom', full_name='caffe.V1LayerParameter.bottom', index=0,
@@ -8155,315 +8559,315 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='top', full_name='caffe.V1LayerParameter.top', index=1,
       number=3, type=9, cpp_type=9, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='name', full_name='caffe.V1LayerParameter.name', index=2,
       number=4, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='include', full_name='caffe.V1LayerParameter.include', index=3,
       number=32, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='exclude', full_name='caffe.V1LayerParameter.exclude', index=4,
       number=33, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='type', full_name='caffe.V1LayerParameter.type', index=5,
       number=5, type=14, cpp_type=8, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='blobs', full_name='caffe.V1LayerParameter.blobs', index=6,
       number=6, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='param', full_name='caffe.V1LayerParameter.param', index=7,
       number=1001, type=9, cpp_type=9, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='blob_share_mode', full_name='caffe.V1LayerParameter.blob_share_mode', index=8,
       number=1002, type=14, cpp_type=8, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='blobs_lr', full_name='caffe.V1LayerParameter.blobs_lr', index=9,
       number=7, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='weight_decay', full_name='caffe.V1LayerParameter.weight_decay', index=10,
       number=8, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='loss_weight', full_name='caffe.V1LayerParameter.loss_weight', index=11,
       number=35, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='accuracy_param', full_name='caffe.V1LayerParameter.accuracy_param', index=12,
       number=27, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='argmax_param', full_name='caffe.V1LayerParameter.argmax_param', index=13,
       number=23, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='concat_param', full_name='caffe.V1LayerParameter.concat_param', index=14,
       number=9, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='contrastive_loss_param', full_name='caffe.V1LayerParameter.contrastive_loss_param', index=15,
       number=40, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='convolution_param', full_name='caffe.V1LayerParameter.convolution_param', index=16,
       number=10, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='data_param', full_name='caffe.V1LayerParameter.data_param', index=17,
       number=11, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='dropout_param', full_name='caffe.V1LayerParameter.dropout_param', index=18,
       number=12, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='dummy_data_param', full_name='caffe.V1LayerParameter.dummy_data_param', index=19,
       number=26, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='eltwise_param', full_name='caffe.V1LayerParameter.eltwise_param', index=20,
       number=24, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='exp_param', full_name='caffe.V1LayerParameter.exp_param', index=21,
       number=41, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='hdf5_data_param', full_name='caffe.V1LayerParameter.hdf5_data_param', index=22,
       number=13, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='hdf5_output_param', full_name='caffe.V1LayerParameter.hdf5_output_param', index=23,
       number=14, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='hinge_loss_param', full_name='caffe.V1LayerParameter.hinge_loss_param', index=24,
       number=29, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='image_data_param', full_name='caffe.V1LayerParameter.image_data_param', index=25,
       number=15, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='infogain_loss_param', full_name='caffe.V1LayerParameter.infogain_loss_param', index=26,
       number=16, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='inner_product_param', full_name='caffe.V1LayerParameter.inner_product_param', index=27,
       number=17, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='lrn_param', full_name='caffe.V1LayerParameter.lrn_param', index=28,
       number=18, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='memory_data_param', full_name='caffe.V1LayerParameter.memory_data_param', index=29,
       number=22, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='mvn_param', full_name='caffe.V1LayerParameter.mvn_param', index=30,
       number=34, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='pooling_param', full_name='caffe.V1LayerParameter.pooling_param', index=31,
       number=19, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='power_param', full_name='caffe.V1LayerParameter.power_param', index=32,
       number=21, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='relu_param', full_name='caffe.V1LayerParameter.relu_param', index=33,
       number=30, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='sigmoid_param', full_name='caffe.V1LayerParameter.sigmoid_param', index=34,
       number=38, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='softmax_param', full_name='caffe.V1LayerParameter.softmax_param', index=35,
       number=39, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='slice_param', full_name='caffe.V1LayerParameter.slice_param', index=36,
       number=31, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='tanh_param', full_name='caffe.V1LayerParameter.tanh_param', index=37,
       number=37, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='threshold_param', full_name='caffe.V1LayerParameter.threshold_param', index=38,
       number=25, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='window_data_param', full_name='caffe.V1LayerParameter.window_data_param', index=39,
       number=20, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='transform_param', full_name='caffe.V1LayerParameter.transform_param', index=40,
       number=36, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='loss_param', full_name='caffe.V1LayerParameter.loss_param', index=41,
       number=42, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='detection_loss_param', full_name='caffe.V1LayerParameter.detection_loss_param', index=42,
       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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='eval_detection_param', full_name='caffe.V1LayerParameter.eval_detection_param', index=43,
       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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='layer', full_name='caffe.V1LayerParameter.layer', index=44,
       number=1, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -8472,13 +8876,14 @@
     _V1LAYERPARAMETER_LAYERTYPE,
     _V1LAYERPARAMETER_DIMCHECKMODE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=22997,
-  serialized_end=25649,
+  serialized_start=22998,
+  serialized_end=25650,
 )
 
 
@@ -8488,273 +8893,274 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='num_output', full_name='caffe.V0LayerParameter.num_output', index=2,
       number=3, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='biasterm', full_name='caffe.V0LayerParameter.biasterm', index=3,
       number=4, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='weight_filler', full_name='caffe.V0LayerParameter.weight_filler', index=4,
       number=5, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='bias_filler', full_name='caffe.V0LayerParameter.bias_filler', index=5,
       number=6, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='pad', full_name='caffe.V0LayerParameter.pad', index=6,
       number=7, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='kernelsize', full_name='caffe.V0LayerParameter.kernelsize', index=7,
       number=8, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='group', full_name='caffe.V0LayerParameter.group', index=8,
       number=9, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='stride', full_name='caffe.V0LayerParameter.stride', index=9,
       number=10, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='pool', full_name='caffe.V0LayerParameter.pool', index=10,
       number=11, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='dropout_ratio', full_name='caffe.V0LayerParameter.dropout_ratio', index=11,
       number=12, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.5,
+      has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='local_size', full_name='caffe.V0LayerParameter.local_size', index=12,
       number=13, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='alpha', full_name='caffe.V0LayerParameter.alpha', index=13,
       number=14, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='beta', full_name='caffe.V0LayerParameter.beta', index=14,
       number=15, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.75,
+      has_default_value=True, default_value=float(0.75),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='k', full_name='caffe.V0LayerParameter.k', index=15,
       number=22, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='source', full_name='caffe.V0LayerParameter.source', index=16,
       number=16, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.V0LayerParameter.scale', index=17,
       number=17, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='meanfile', full_name='caffe.V0LayerParameter.meanfile', index=18,
       number=18, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=_b("").decode('utf-8'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='batchsize', full_name='caffe.V0LayerParameter.batchsize', index=19,
       number=19, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='cropsize', full_name='caffe.V0LayerParameter.cropsize', index=20,
       number=20, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='mirror', full_name='caffe.V0LayerParameter.mirror', index=21,
       number=21, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='blobs', full_name='caffe.V0LayerParameter.blobs', index=22,
       number=50, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='blobs_lr', full_name='caffe.V0LayerParameter.blobs_lr', index=23,
       number=51, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='weight_decay', full_name='caffe.V0LayerParameter.weight_decay', index=24,
       number=52, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='rand_skip', full_name='caffe.V0LayerParameter.rand_skip', index=25,
       number=53, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='det_fg_threshold', full_name='caffe.V0LayerParameter.det_fg_threshold', index=26,
       number=54, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.5,
+      has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='det_bg_threshold', full_name='caffe.V0LayerParameter.det_bg_threshold', index=27,
       number=55, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.5,
+      has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='det_fg_fraction', full_name='caffe.V0LayerParameter.det_fg_fraction', index=28,
       number=56, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.25,
+      has_default_value=True, default_value=float(0.25),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='det_context_pad', full_name='caffe.V0LayerParameter.det_context_pad', index=29,
       number=58, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=True, default_value=b"warp".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='new_num', full_name='caffe.V0LayerParameter.new_num', index=31,
       number=60, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='new_channels', full_name='caffe.V0LayerParameter.new_channels', index=32,
       number=61, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='new_height', full_name='caffe.V0LayerParameter.new_height', index=33,
       number=62, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='new_width', full_name='caffe.V0LayerParameter.new_width', index=34,
       number=63, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='shuffle_images', full_name='caffe.V0LayerParameter.shuffle_images', index=35,
       number=64, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='concat_dim', full_name='caffe.V0LayerParameter.concat_dim', index=36,
       number=65, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='hdf5_output_param', full_name='caffe.V0LayerParameter.hdf5_output_param', index=37,
       number=1001, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -8762,13 +9168,14 @@
   enum_types=[
     _V0LAYERPARAMETER_POOLMETHOD,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=25652,
-  serialized_end=26673,
+  serialized_start=25653,
+  serialized_end=26674,
 )
 
 
@@ -8778,6 +9185,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='filler', full_name='caffe.PReLUParameter.filler', index=0,
@@ -8785,27 +9193,28 @@
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='channel_shared', full_name='caffe.PReLUParameter.channel_shared', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=26675,
-  serialized_end=26762,
+  serialized_start=26676,
+  serialized_end=26763,
 )
 
 
@@ -8815,6 +9224,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='feat_stride', full_name='caffe.RPNParameter.feat_stride', index=0,
@@ -8822,69 +9232,70 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='basesize', full_name='caffe.RPNParameter.basesize', index=1,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.RPNParameter.scale', index=2,
       number=3, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='ratio', full_name='caffe.RPNParameter.ratio', index=3,
       number=4, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='boxminsize', full_name='caffe.RPNParameter.boxminsize', index=4,
       number=5, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='per_nms_topn', full_name='caffe.RPNParameter.per_nms_topn', index=5,
       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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='post_nms_topn', full_name='caffe.RPNParameter.post_nms_topn', index=6,
       number=11, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='nms_thresh', full_name='caffe.RPNParameter.nms_thresh', index=7,
       number=8, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=0,
+      has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=26765,
-  serialized_end=26933,
+  serialized_start=26766,
+  serialized_end=26934,
 )
 
 
@@ -8894,6 +9305,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='video_type', full_name='caffe.VideoDataParameter.video_type', index=0,
@@ -8901,28 +9313,28 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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'),
+      has_default_value=False, default_value=b"".decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -8930,13 +9342,14 @@
   enum_types=[
     _VIDEODATAPARAMETER_VIDEOTYPE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=26936,
-  serialized_end=27123,
+  serialized_start=26937,
+  serialized_end=27124,
 )
 
 
@@ -8946,6 +9359,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='num_output', full_name='caffe.CenterLossParameter.num_output', index=0,
@@ -8953,34 +9367,35 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='center_filler', full_name='caffe.CenterLossParameter.center_filler', index=1,
       number=2, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.CenterLossParameter.axis', index=2,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=27125,
-  serialized_end=27230,
+  serialized_start=27126,
+  serialized_end=27231,
 )
 
 
@@ -8990,6 +9405,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='num_output', full_name='caffe.MarginInnerProductParameter.num_output', index=0,
@@ -8997,63 +9413,63 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='type', full_name='caffe.MarginInnerProductParameter.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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='weight_filler', full_name='caffe.MarginInnerProductParameter.weight_filler', index=2,
       number=3, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.MarginInnerProductParameter.axis', index=3,
       number=4, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='base', full_name='caffe.MarginInnerProductParameter.base', index=4,
       number=5, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='gamma', full_name='caffe.MarginInnerProductParameter.gamma', index=5,
       number=6, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='power', full_name='caffe.MarginInnerProductParameter.power', index=6,
       number=7, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='iteration', full_name='caffe.MarginInnerProductParameter.iteration', index=7,
       number=8, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='lambda_min', full_name='caffe.MarginInnerProductParameter.lambda_min', index=8,
       number=9, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -9061,13 +9477,14 @@
   enum_types=[
     _MARGININNERPRODUCTPARAMETER_MARGINTYPE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=27233,
-  serialized_end=27578,
+  serialized_start=27234,
+  serialized_end=27579,
 )
 
 
@@ -9077,6 +9494,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='num_output', full_name='caffe.AdditiveMarginInnerProductParameter.num_output', index=0,
@@ -9084,41 +9502,42 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='weight_filler', full_name='caffe.AdditiveMarginInnerProductParameter.weight_filler', index=1,
       number=2, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='m', full_name='caffe.AdditiveMarginInnerProductParameter.m', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.35,
+      has_default_value=True, default_value=float(0.35),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.AdditiveMarginInnerProductParameter.axis', index=3,
       number=4, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=27581,
-  serialized_end=27719,
+  serialized_start=27582,
+  serialized_end=27720,
 )
 
 
@@ -9128,6 +9547,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='num_output', full_name='caffe.DeformableConvolutionParameter.num_output', index=0,
@@ -9135,133 +9555,133 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='bias_term', full_name='caffe.DeformableConvolutionParameter.bias_term', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='pad', full_name='caffe.DeformableConvolutionParameter.pad', index=2,
       number=3, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='kernel_size', full_name='caffe.DeformableConvolutionParameter.kernel_size', index=3,
       number=4, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='stride', full_name='caffe.DeformableConvolutionParameter.stride', index=4,
       number=6, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='dilation', full_name='caffe.DeformableConvolutionParameter.dilation', index=5,
       number=18, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='pad_h', full_name='caffe.DeformableConvolutionParameter.pad_h', index=6,
       number=9, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='pad_w', full_name='caffe.DeformableConvolutionParameter.pad_w', index=7,
       number=10, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='kernel_h', full_name='caffe.DeformableConvolutionParameter.kernel_h', index=8,
       number=11, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='kernel_w', full_name='caffe.DeformableConvolutionParameter.kernel_w', index=9,
       number=12, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='stride_h', full_name='caffe.DeformableConvolutionParameter.stride_h', index=10,
       number=13, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='stride_w', full_name='caffe.DeformableConvolutionParameter.stride_w', index=11,
       number=14, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='group', full_name='caffe.DeformableConvolutionParameter.group', index=12,
       number=5, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=4,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='deformable_group', full_name='caffe.DeformableConvolutionParameter.deformable_group', index=13,
       number=25, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=4,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='weight_filler', full_name='caffe.DeformableConvolutionParameter.weight_filler', index=14,
       number=7, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='bias_filler', full_name='caffe.DeformableConvolutionParameter.bias_filler', index=15,
       number=8, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='engine', full_name='caffe.DeformableConvolutionParameter.engine', index=16,
       number=15, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.DeformableConvolutionParameter.axis', index=17,
       number=16, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='force_nd_im2col', full_name='caffe.DeformableConvolutionParameter.force_nd_im2col', index=18,
       number=17, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -9269,13 +9689,14 @@
   enum_types=[
     _DEFORMABLECONVOLUTIONPARAMETER_ENGINE,
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=27722,
-  serialized_end=28279,
+  serialized_start=27723,
+  serialized_end=28280,
 )
 
 
@@ -9285,34 +9706,36 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='bias', full_name='caffe.LabelSpecificAddParameter.bias', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='transform_test', full_name='caffe.LabelSpecificAddParameter.transform_test', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=28281,
-  serialized_end=28356,
+  serialized_start=28282,
+  serialized_end=28357,
 )
 
 
@@ -9322,6 +9745,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='do_forward', full_name='caffe.ChannelScaleParameter.do_forward', index=0,
@@ -9329,62 +9753,63 @@
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='do_backward_feature', full_name='caffe.ChannelScaleParameter.do_backward_feature', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='do_backward_scale', full_name='caffe.ChannelScaleParameter.do_backward_scale', index=2,
       number=3, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='global_scale', full_name='caffe.ChannelScaleParameter.global_scale', index=3,
       number=4, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='max_global_scale', full_name='caffe.ChannelScaleParameter.max_global_scale', index=4,
       number=5, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1000,
+      has_default_value=True, default_value=float(1000),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='min_global_scale', full_name='caffe.ChannelScaleParameter.min_global_scale', index=5,
       number=6, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0,
+      has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='init_global_scale', full_name='caffe.ChannelScaleParameter.init_global_scale', index=6,
       number=7, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=28359,
-  serialized_end=28596,
+  serialized_start=28360,
+  serialized_end=28597,
 )
 
 
@@ -9394,34 +9819,36 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='m', full_name='caffe.CosinAddmParameter.m', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.5,
+      has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='transform_test', full_name='caffe.CosinAddmParameter.transform_test', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=28598,
-  serialized_end=28665,
+  serialized_start=28599,
+  serialized_end=28666,
 )
 
 
@@ -9431,34 +9858,36 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='m', full_name='caffe.CosinMulmParameter.m', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=4,
+      has_default_value=True, default_value=float(4),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='transform_test', full_name='caffe.CosinMulmParameter.transform_test', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=28667,
-  serialized_end=28732,
+  serialized_start=28668,
+  serialized_end=28733,
 )
 
 
@@ -9468,48 +9897,50 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='margin', full_name='caffe.CoupledClusterLossParameter.margin', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='group_size', full_name='caffe.CoupledClusterLossParameter.group_size', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=3,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.CoupledClusterLossParameter.scale', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='log_flag', full_name='caffe.CoupledClusterLossParameter.log_flag', index=3,
       number=4, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=28734,
-  serialized_end=28848,
+  serialized_start=28735,
+  serialized_end=28849,
 )
 
 
@@ -9519,41 +9950,43 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='margin', full_name='caffe.TripletLossParameter.margin', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='group_size', full_name='caffe.TripletLossParameter.group_size', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=3,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.TripletLossParameter.scale', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=28850,
-  serialized_end=28932,
+  serialized_start=28851,
+  serialized_end=28933,
 )
 
 
@@ -9563,69 +9996,71 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='margin', full_name='caffe.GeneralTripletParameter.margin', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=0.2,
+      has_default_value=True, default_value=float(0.2),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='add_center_loss', full_name='caffe.GeneralTripletParameter.add_center_loss', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='hardest_only', full_name='caffe.GeneralTripletParameter.hardest_only', index=2,
       number=3, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='positive_first', full_name='caffe.GeneralTripletParameter.positive_first', index=3,
       number=4, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='positive_upper_bound', full_name='caffe.GeneralTripletParameter.positive_upper_bound', index=4,
       number=5, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='positive_weight', full_name='caffe.GeneralTripletParameter.positive_weight', index=5,
       number=6, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='negative_weight', full_name='caffe.GeneralTripletParameter.negative_weight', index=6,
       number=7, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=28935,
-  serialized_end=29161,
+  serialized_start=28936,
+  serialized_end=29162,
 )
 
 
@@ -9635,6 +10070,7 @@
   filename=None,
   file=DESCRIPTOR,
   containing_type=None,
+  create_key=_descriptor._internal_create_key,
   fields=[
     _descriptor.FieldDescriptor(
       name='pooled_h', full_name='caffe.ROIAlignParameter.pooled_h', index=0,
@@ -9642,34 +10078,35 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='pooled_w', full_name='caffe.ROIAlignParameter.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,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
     _descriptor.FieldDescriptor(
       name='spatial_scale', full_name='caffe.ROIAlignParameter.spatial_scale', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=1,
+      has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None),
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  options=None,
+  serialized_options=None,
   is_extendable=False,
+  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=29163,
-  serialized_end=29250,
+  serialized_start=29164,
+  serialized_end=29251,
 )
 
 _BLOBPROTO.fields_by_name['shape'].message_type = _BLOBSHAPE
@@ -10068,856 +10505,852 @@
 DESCRIPTOR.message_types_by_name['GeneralTripletParameter'] = _GENERALTRIPLETPARAMETER
 DESCRIPTOR.message_types_by_name['ROIAlignParameter'] = _ROIALIGNPARAMETER
 DESCRIPTOR.enum_types_by_name['Phase'] = _PHASE
+_sym_db.RegisterFileDescriptor(DESCRIPTOR)
 
-BlobShape = _reflection.GeneratedProtocolMessageType('BlobShape', (_message.Message,), dict(
-  DESCRIPTOR = _BLOBSHAPE,
-  __module__ = 'caffe_pb2'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+AnnotatedDatum = _reflection.GeneratedProtocolMessageType('AnnotatedDatum', (_message.Message,), {
+  'DESCRIPTOR' : _ANNOTATEDDATUM,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.AnnotatedDatum)
-  ))
+  })
 _sym_db.RegisterMessage(AnnotatedDatum)
 
-MTCNNBBox = _reflection.GeneratedProtocolMessageType('MTCNNBBox', (_message.Message,), dict(
-  DESCRIPTOR = _MTCNNBBOX,
-  __module__ = 'caffe_pb2'
+MTCNNBBox = _reflection.GeneratedProtocolMessageType('MTCNNBBox', (_message.Message,), {
+  'DESCRIPTOR' : _MTCNNBBOX,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.MTCNNBBox)
-  ))
+  })
 _sym_db.RegisterMessage(MTCNNBBox)
 
-MTCNNDatum = _reflection.GeneratedProtocolMessageType('MTCNNDatum', (_message.Message,), dict(
-  DESCRIPTOR = _MTCNNDATUM,
-  __module__ = 'caffe_pb2'
+MTCNNDatum = _reflection.GeneratedProtocolMessageType('MTCNNDatum', (_message.Message,), {
+  'DESCRIPTOR' : _MTCNNDATUM,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.MTCNNDatum)
-  ))
+  })
 _sym_db.RegisterMessage(MTCNNDatum)
 
-FillerParameter = _reflection.GeneratedProtocolMessageType('FillerParameter', (_message.Message,), dict(
-  DESCRIPTOR = _FILLERPARAMETER,
-  __module__ = 'caffe_pb2'
+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'
+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'
+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'
+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'
+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'
+NetStateRule = _reflection.GeneratedProtocolMessageType('NetStateRule', (_message.Message,), {
+  'DESCRIPTOR' : _NETSTATERULE,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.NetStateRule)
-  ))
+  })
 _sym_db.RegisterMessage(NetStateRule)
 
-SpatialTransformerParameter = _reflection.GeneratedProtocolMessageType('SpatialTransformerParameter', (_message.Message,), dict(
-  DESCRIPTOR = _SPATIALTRANSFORMERPARAMETER,
-  __module__ = 'caffe_pb2'
+SpatialTransformerParameter = _reflection.GeneratedProtocolMessageType('SpatialTransformerParameter', (_message.Message,), {
+  'DESCRIPTOR' : _SPATIALTRANSFORMERPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.SpatialTransformerParameter)
-  ))
+  })
 _sym_db.RegisterMessage(SpatialTransformerParameter)
 
-STLossParameter = _reflection.GeneratedProtocolMessageType('STLossParameter', (_message.Message,), dict(
-  DESCRIPTOR = _STLOSSPARAMETER,
-  __module__ = 'caffe_pb2'
+STLossParameter = _reflection.GeneratedProtocolMessageType('STLossParameter', (_message.Message,), {
+  'DESCRIPTOR' : _STLOSSPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.STLossParameter)
-  ))
+  })
 _sym_db.RegisterMessage(STLossParameter)
 
-ParamSpec = _reflection.GeneratedProtocolMessageType('ParamSpec', (_message.Message,), dict(
-  DESCRIPTOR = _PARAMSPEC,
-  __module__ = 'caffe_pb2'
+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'
+LayerParameter = _reflection.GeneratedProtocolMessageType('LayerParameter', (_message.Message,), {
+  'DESCRIPTOR' : _LAYERPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.LayerParameter)
-  ))
+  })
 _sym_db.RegisterMessage(LayerParameter)
 
-UpsampleParameter = _reflection.GeneratedProtocolMessageType('UpsampleParameter', (_message.Message,), dict(
-  DESCRIPTOR = _UPSAMPLEPARAMETER,
-  __module__ = 'caffe_pb2'
+UpsampleParameter = _reflection.GeneratedProtocolMessageType('UpsampleParameter', (_message.Message,), {
+  'DESCRIPTOR' : _UPSAMPLEPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.UpsampleParameter)
-  ))
+  })
 _sym_db.RegisterMessage(UpsampleParameter)
 
-MatMulParameter = _reflection.GeneratedProtocolMessageType('MatMulParameter', (_message.Message,), dict(
-  DESCRIPTOR = _MATMULPARAMETER,
-  __module__ = 'caffe_pb2'
+MatMulParameter = _reflection.GeneratedProtocolMessageType('MatMulParameter', (_message.Message,), {
+  'DESCRIPTOR' : _MATMULPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.MatMulParameter)
-  ))
+  })
 _sym_db.RegisterMessage(MatMulParameter)
 
-PassThroughParameter = _reflection.GeneratedProtocolMessageType('PassThroughParameter', (_message.Message,), dict(
-  DESCRIPTOR = _PASSTHROUGHPARAMETER,
-  __module__ = 'caffe_pb2'
+PassThroughParameter = _reflection.GeneratedProtocolMessageType('PassThroughParameter', (_message.Message,), {
+  'DESCRIPTOR' : _PASSTHROUGHPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.PassThroughParameter)
-  ))
+  })
 _sym_db.RegisterMessage(PassThroughParameter)
 
-AnnotatedDataParameter = _reflection.GeneratedProtocolMessageType('AnnotatedDataParameter', (_message.Message,), dict(
-  DESCRIPTOR = _ANNOTATEDDATAPARAMETER,
-  __module__ = 'caffe_pb2'
+AnnotatedDataParameter = _reflection.GeneratedProtocolMessageType('AnnotatedDataParameter', (_message.Message,), {
+  'DESCRIPTOR' : _ANNOTATEDDATAPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.AnnotatedDataParameter)
-  ))
+  })
 _sym_db.RegisterMessage(AnnotatedDataParameter)
 
-AsdnDataParameter = _reflection.GeneratedProtocolMessageType('AsdnDataParameter', (_message.Message,), dict(
-  DESCRIPTOR = _ASDNDATAPARAMETER,
-  __module__ = 'caffe_pb2'
+AsdnDataParameter = _reflection.GeneratedProtocolMessageType('AsdnDataParameter', (_message.Message,), {
+  'DESCRIPTOR' : _ASDNDATAPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.AsdnDataParameter)
-  ))
+  })
 _sym_db.RegisterMessage(AsdnDataParameter)
 
-MTCNNDataParameter = _reflection.GeneratedProtocolMessageType('MTCNNDataParameter', (_message.Message,), dict(
-  DESCRIPTOR = _MTCNNDATAPARAMETER,
-  __module__ = 'caffe_pb2'
+MTCNNDataParameter = _reflection.GeneratedProtocolMessageType('MTCNNDataParameter', (_message.Message,), {
+  'DESCRIPTOR' : _MTCNNDATAPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.MTCNNDataParameter)
-  ))
+  })
 _sym_db.RegisterMessage(MTCNNDataParameter)
 
-InterpParameter = _reflection.GeneratedProtocolMessageType('InterpParameter', (_message.Message,), dict(
-  DESCRIPTOR = _INTERPPARAMETER,
-  __module__ = 'caffe_pb2'
+InterpParameter = _reflection.GeneratedProtocolMessageType('InterpParameter', (_message.Message,), {
+  'DESCRIPTOR' : _INTERPPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.InterpParameter)
-  ))
+  })
 _sym_db.RegisterMessage(InterpParameter)
 
-PSROIPoolingParameter = _reflection.GeneratedProtocolMessageType('PSROIPoolingParameter', (_message.Message,), dict(
-  DESCRIPTOR = _PSROIPOOLINGPARAMETER,
-  __module__ = 'caffe_pb2'
+PSROIPoolingParameter = _reflection.GeneratedProtocolMessageType('PSROIPoolingParameter', (_message.Message,), {
+  'DESCRIPTOR' : _PSROIPOOLINGPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.PSROIPoolingParameter)
-  ))
+  })
 _sym_db.RegisterMessage(PSROIPoolingParameter)
 
-FlipParameter = _reflection.GeneratedProtocolMessageType('FlipParameter', (_message.Message,), dict(
-  DESCRIPTOR = _FLIPPARAMETER,
-  __module__ = 'caffe_pb2'
+FlipParameter = _reflection.GeneratedProtocolMessageType('FlipParameter', (_message.Message,), {
+  'DESCRIPTOR' : _FLIPPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.FlipParameter)
-  ))
+  })
 _sym_db.RegisterMessage(FlipParameter)
 
-BNParameter = _reflection.GeneratedProtocolMessageType('BNParameter', (_message.Message,), dict(
-  DESCRIPTOR = _BNPARAMETER,
-  __module__ = 'caffe_pb2'
+BNParameter = _reflection.GeneratedProtocolMessageType('BNParameter', (_message.Message,), {
+  'DESCRIPTOR' : _BNPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.BNParameter)
-  ))
+  })
 _sym_db.RegisterMessage(BNParameter)
 
-FocalLossParameter = _reflection.GeneratedProtocolMessageType('FocalLossParameter', (_message.Message,), dict(
-  DESCRIPTOR = _FOCALLOSSPARAMETER,
-  __module__ = 'caffe_pb2'
+FocalLossParameter = _reflection.GeneratedProtocolMessageType('FocalLossParameter', (_message.Message,), {
+  'DESCRIPTOR' : _FOCALLOSSPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.FocalLossParameter)
-  ))
+  })
 _sym_db.RegisterMessage(FocalLossParameter)
 
-TransformationParameter = _reflection.GeneratedProtocolMessageType('TransformationParameter', (_message.Message,), dict(
-  DESCRIPTOR = _TRANSFORMATIONPARAMETER,
-  __module__ = 'caffe_pb2'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+AccuracyParameter = _reflection.GeneratedProtocolMessageType('AccuracyParameter', (_message.Message,), {
+  'DESCRIPTOR' : _ACCURACYPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.AccuracyParameter)
-  ))
+  })
 _sym_db.RegisterMessage(AccuracyParameter)
 
-ArgMaxParameter = _reflection.GeneratedProtocolMessageType('ArgMaxParameter', (_message.Message,), dict(
-  DESCRIPTOR = _ARGMAXPARAMETER,
-  __module__ = 'caffe_pb2'
+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'
+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'
+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'
+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'
+ContrastiveLossParameter = _reflection.GeneratedProtocolMessageType('ContrastiveLossParameter', (_message.Message,), {
+  'DESCRIPTOR' : _CONTRASTIVELOSSPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.ContrastiveLossParameter)
-  ))
+  })
 _sym_db.RegisterMessage(ContrastiveLossParameter)
 
-DetectionLossParameter = _reflection.GeneratedProtocolMessageType('DetectionLossParameter', (_message.Message,), dict(
-  DESCRIPTOR = _DETECTIONLOSSPARAMETER,
-  __module__ = 'caffe_pb2'
+DetectionLossParameter = _reflection.GeneratedProtocolMessageType('DetectionLossParameter', (_message.Message,), {
+  'DESCRIPTOR' : _DETECTIONLOSSPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.DetectionLossParameter)
-  ))
+  })
 _sym_db.RegisterMessage(DetectionLossParameter)
 
-RegionLossParameter = _reflection.GeneratedProtocolMessageType('RegionLossParameter', (_message.Message,), dict(
-  DESCRIPTOR = _REGIONLOSSPARAMETER,
-  __module__ = 'caffe_pb2'
+RegionLossParameter = _reflection.GeneratedProtocolMessageType('RegionLossParameter', (_message.Message,), {
+  'DESCRIPTOR' : _REGIONLOSSPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.RegionLossParameter)
-  ))
+  })
 _sym_db.RegisterMessage(RegionLossParameter)
 
-ReorgParameter = _reflection.GeneratedProtocolMessageType('ReorgParameter', (_message.Message,), dict(
-  DESCRIPTOR = _REORGPARAMETER,
-  __module__ = 'caffe_pb2'
+ReorgParameter = _reflection.GeneratedProtocolMessageType('ReorgParameter', (_message.Message,), {
+  'DESCRIPTOR' : _REORGPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.ReorgParameter)
-  ))
+  })
 _sym_db.RegisterMessage(ReorgParameter)
 
-EvalDetectionParameter = _reflection.GeneratedProtocolMessageType('EvalDetectionParameter', (_message.Message,), dict(
-  DESCRIPTOR = _EVALDETECTIONPARAMETER,
-  __module__ = 'caffe_pb2'
+EvalDetectionParameter = _reflection.GeneratedProtocolMessageType('EvalDetectionParameter', (_message.Message,), {
+  'DESCRIPTOR' : _EVALDETECTIONPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.EvalDetectionParameter)
-  ))
+  })
 _sym_db.RegisterMessage(EvalDetectionParameter)
 
-ConvolutionParameter = _reflection.GeneratedProtocolMessageType('ConvolutionParameter', (_message.Message,), dict(
-  DESCRIPTOR = _CONVOLUTIONPARAMETER,
-  __module__ = 'caffe_pb2'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+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'
+MultiBoxLossParameter = _reflection.GeneratedProtocolMessageType('MultiBoxLossParameter', (_message.Message,), {
+  'DESCRIPTOR' : _MULTIBOXLOSSPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.MultiBoxLossParameter)
-  ))
+  })
 _sym_db.RegisterMessage(MultiBoxLossParameter)
 
-NormalizeParameter = _reflection.GeneratedProtocolMessageType('NormalizeParameter', (_message.Message,), dict(
-  DESCRIPTOR = _NORMALIZEPARAMETER,
-  __module__ = 'caffe_pb2'
+NormalizeParameter = _reflection.GeneratedProtocolMessageType('NormalizeParameter', (_message.Message,), {
+  'DESCRIPTOR' : _NORMALIZEPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.NormalizeParameter)
-  ))
+  })
 _sym_db.RegisterMessage(NormalizeParameter)
 
-PermuteParameter = _reflection.GeneratedProtocolMessageType('PermuteParameter', (_message.Message,), dict(
-  DESCRIPTOR = _PERMUTEPARAMETER,
-  __module__ = 'caffe_pb2'
+PermuteParameter = _reflection.GeneratedProtocolMessageType('PermuteParameter', (_message.Message,), {
+  'DESCRIPTOR' : _PERMUTEPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.PermuteParameter)
-  ))
+  })
 _sym_db.RegisterMessage(PermuteParameter)
 
-MVNParameter = _reflection.GeneratedProtocolMessageType('MVNParameter', (_message.Message,), dict(
-  DESCRIPTOR = _MVNPARAMETER,
-  __module__ = 'caffe_pb2'
+MVNParameter = _reflection.GeneratedProtocolMessageType('MVNParameter', (_message.Message,), {
+  'DESCRIPTOR' : _MVNPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.MVNParameter)
-  ))
+  })
 _sym_db.RegisterMessage(MVNParameter)
 
-ParameterParameter = _reflection.GeneratedProtocolMessageType('ParameterParameter', (_message.Message,), dict(
-  DESCRIPTOR = _PARAMETERPARAMETER,
-  __module__ = 'caffe_pb2'
+ParameterParameter = _reflection.GeneratedProtocolMessageType('ParameterParameter', (_message.Message,), {
+  'DESCRIPTOR' : _PARAMETERPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.ParameterParameter)
-  ))
+  })
 _sym_db.RegisterMessage(ParameterParameter)
 
-PoolingParameter = _reflection.GeneratedProtocolMessageType('PoolingParameter', (_message.Message,), dict(
-  DESCRIPTOR = _POOLINGPARAMETER,
-  __module__ = 'caffe_pb2'
+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'
+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'
+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'
+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'
+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'
+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'
+ReLUParameter = _reflection.GeneratedProtocolMessageType('ReLUParameter', (_message.Message,), {
+  'DESCRIPTOR' : _RELUPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.ReLUParameter)
-  ))
+  })
 _sym_db.RegisterMessage(ReLUParameter)
 
-ReLU6Parameter = _reflection.GeneratedProtocolMessageType('ReLU6Parameter', (_message.Message,), dict(
-  DESCRIPTOR = _RELU6PARAMETER,
-  __module__ = 'caffe_pb2'
+ReLU6Parameter = _reflection.GeneratedProtocolMessageType('ReLU6Parameter', (_message.Message,), {
+  'DESCRIPTOR' : _RELU6PARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.ReLU6Parameter)
-  ))
+  })
 _sym_db.RegisterMessage(ReLU6Parameter)
 
-ReshapeParameter = _reflection.GeneratedProtocolMessageType('ReshapeParameter', (_message.Message,), dict(
-  DESCRIPTOR = _RESHAPEPARAMETER,
-  __module__ = 'caffe_pb2'
+ReshapeParameter = _reflection.GeneratedProtocolMessageType('ReshapeParameter', (_message.Message,), {
+  'DESCRIPTOR' : _RESHAPEPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.ReshapeParameter)
-  ))
+  })
 _sym_db.RegisterMessage(ReshapeParameter)
 
-ROIPoolingParameter = _reflection.GeneratedProtocolMessageType('ROIPoolingParameter', (_message.Message,), dict(
-  DESCRIPTOR = _ROIPOOLINGPARAMETER,
-  __module__ = 'caffe_pb2'
+ROIPoolingParameter = _reflection.GeneratedProtocolMessageType('ROIPoolingParameter', (_message.Message,), {
+  'DESCRIPTOR' : _ROIPOOLINGPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.ROIPoolingParameter)
-  ))
+  })
 _sym_db.RegisterMessage(ROIPoolingParameter)
 
-ScaleParameter = _reflection.GeneratedProtocolMessageType('ScaleParameter', (_message.Message,), dict(
-  DESCRIPTOR = _SCALEPARAMETER,
-  __module__ = 'caffe_pb2'
+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'
+SigmoidParameter = _reflection.GeneratedProtocolMessageType('SigmoidParameter', (_message.Message,), {
+  'DESCRIPTOR' : _SIGMOIDPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.SigmoidParameter)
-  ))
+  })
 _sym_db.RegisterMessage(SigmoidParameter)
 
-SmoothL1LossParameter = _reflection.GeneratedProtocolMessageType('SmoothL1LossParameter', (_message.Message,), dict(
-  DESCRIPTOR = _SMOOTHL1LOSSPARAMETER,
-  __module__ = 'caffe_pb2'
+SmoothL1LossParameter = _reflection.GeneratedProtocolMessageType('SmoothL1LossParameter', (_message.Message,), {
+  'DESCRIPTOR' : _SMOOTHL1LOSSPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.SmoothL1LossParameter)
-  ))
+  })
 _sym_db.RegisterMessage(SmoothL1LossParameter)
 
-SliceParameter = _reflection.GeneratedProtocolMessageType('SliceParameter', (_message.Message,), dict(
-  DESCRIPTOR = _SLICEPARAMETER,
-  __module__ = 'caffe_pb2'
+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'
+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'
+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'
+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'
+ThresholdParameter = _reflection.GeneratedProtocolMessageType('ThresholdParameter', (_message.Message,), {
+  'DESCRIPTOR' : _THRESHOLDPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.ThresholdParameter)
-  ))
+  })
 _sym_db.RegisterMessage(ThresholdParameter)
 
-WindowDataParameter = _reflection.GeneratedProtocolMessageType('WindowDataParameter', (_message.Message,), dict(
-  DESCRIPTOR = _WINDOWDATAPARAMETER,
-  __module__ = 'caffe_pb2'
+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'
+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'
+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'
+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'
+PReLUParameter = _reflection.GeneratedProtocolMessageType('PReLUParameter', (_message.Message,), {
+  'DESCRIPTOR' : _PRELUPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.PReLUParameter)
-  ))
+  })
 _sym_db.RegisterMessage(PReLUParameter)
 
-RPNParameter = _reflection.GeneratedProtocolMessageType('RPNParameter', (_message.Message,), dict(
-  DESCRIPTOR = _RPNPARAMETER,
-  __module__ = 'caffe_pb2'
+RPNParameter = _reflection.GeneratedProtocolMessageType('RPNParameter', (_message.Message,), {
+  'DESCRIPTOR' : _RPNPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.RPNParameter)
-  ))
+  })
 _sym_db.RegisterMessage(RPNParameter)
 
-VideoDataParameter = _reflection.GeneratedProtocolMessageType('VideoDataParameter', (_message.Message,), dict(
-  DESCRIPTOR = _VIDEODATAPARAMETER,
-  __module__ = 'caffe_pb2'
+VideoDataParameter = _reflection.GeneratedProtocolMessageType('VideoDataParameter', (_message.Message,), {
+  'DESCRIPTOR' : _VIDEODATAPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.VideoDataParameter)
-  ))
+  })
 _sym_db.RegisterMessage(VideoDataParameter)
 
-CenterLossParameter = _reflection.GeneratedProtocolMessageType('CenterLossParameter', (_message.Message,), dict(
-  DESCRIPTOR = _CENTERLOSSPARAMETER,
-  __module__ = 'caffe_pb2'
+CenterLossParameter = _reflection.GeneratedProtocolMessageType('CenterLossParameter', (_message.Message,), {
+  'DESCRIPTOR' : _CENTERLOSSPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.CenterLossParameter)
-  ))
+  })
 _sym_db.RegisterMessage(CenterLossParameter)
 
-MarginInnerProductParameter = _reflection.GeneratedProtocolMessageType('MarginInnerProductParameter', (_message.Message,), dict(
-  DESCRIPTOR = _MARGININNERPRODUCTPARAMETER,
-  __module__ = 'caffe_pb2'
+MarginInnerProductParameter = _reflection.GeneratedProtocolMessageType('MarginInnerProductParameter', (_message.Message,), {
+  'DESCRIPTOR' : _MARGININNERPRODUCTPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.MarginInnerProductParameter)
-  ))
+  })
 _sym_db.RegisterMessage(MarginInnerProductParameter)
 
-AdditiveMarginInnerProductParameter = _reflection.GeneratedProtocolMessageType('AdditiveMarginInnerProductParameter', (_message.Message,), dict(
-  DESCRIPTOR = _ADDITIVEMARGININNERPRODUCTPARAMETER,
-  __module__ = 'caffe_pb2'
+AdditiveMarginInnerProductParameter = _reflection.GeneratedProtocolMessageType('AdditiveMarginInnerProductParameter', (_message.Message,), {
+  'DESCRIPTOR' : _ADDITIVEMARGININNERPRODUCTPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.AdditiveMarginInnerProductParameter)
-  ))
+  })
 _sym_db.RegisterMessage(AdditiveMarginInnerProductParameter)
 
-DeformableConvolutionParameter = _reflection.GeneratedProtocolMessageType('DeformableConvolutionParameter', (_message.Message,), dict(
-  DESCRIPTOR = _DEFORMABLECONVOLUTIONPARAMETER,
-  __module__ = 'caffe_pb2'
+DeformableConvolutionParameter = _reflection.GeneratedProtocolMessageType('DeformableConvolutionParameter', (_message.Message,), {
+  'DESCRIPTOR' : _DEFORMABLECONVOLUTIONPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.DeformableConvolutionParameter)
-  ))
+  })
 _sym_db.RegisterMessage(DeformableConvolutionParameter)
 
-LabelSpecificAddParameter = _reflection.GeneratedProtocolMessageType('LabelSpecificAddParameter', (_message.Message,), dict(
-  DESCRIPTOR = _LABELSPECIFICADDPARAMETER,
-  __module__ = 'caffe_pb2'
+LabelSpecificAddParameter = _reflection.GeneratedProtocolMessageType('LabelSpecificAddParameter', (_message.Message,), {
+  'DESCRIPTOR' : _LABELSPECIFICADDPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.LabelSpecificAddParameter)
-  ))
+  })
 _sym_db.RegisterMessage(LabelSpecificAddParameter)
 
-ChannelScaleParameter = _reflection.GeneratedProtocolMessageType('ChannelScaleParameter', (_message.Message,), dict(
-  DESCRIPTOR = _CHANNELSCALEPARAMETER,
-  __module__ = 'caffe_pb2'
+ChannelScaleParameter = _reflection.GeneratedProtocolMessageType('ChannelScaleParameter', (_message.Message,), {
+  'DESCRIPTOR' : _CHANNELSCALEPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.ChannelScaleParameter)
-  ))
+  })
 _sym_db.RegisterMessage(ChannelScaleParameter)
 
-CosinAddmParameter = _reflection.GeneratedProtocolMessageType('CosinAddmParameter', (_message.Message,), dict(
-  DESCRIPTOR = _COSINADDMPARAMETER,
-  __module__ = 'caffe_pb2'
+CosinAddmParameter = _reflection.GeneratedProtocolMessageType('CosinAddmParameter', (_message.Message,), {
+  'DESCRIPTOR' : _COSINADDMPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.CosinAddmParameter)
-  ))
+  })
 _sym_db.RegisterMessage(CosinAddmParameter)
 
-CosinMulmParameter = _reflection.GeneratedProtocolMessageType('CosinMulmParameter', (_message.Message,), dict(
-  DESCRIPTOR = _COSINMULMPARAMETER,
-  __module__ = 'caffe_pb2'
+CosinMulmParameter = _reflection.GeneratedProtocolMessageType('CosinMulmParameter', (_message.Message,), {
+  'DESCRIPTOR' : _COSINMULMPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.CosinMulmParameter)
-  ))
+  })
 _sym_db.RegisterMessage(CosinMulmParameter)
 
-CoupledClusterLossParameter = _reflection.GeneratedProtocolMessageType('CoupledClusterLossParameter', (_message.Message,), dict(
-  DESCRIPTOR = _COUPLEDCLUSTERLOSSPARAMETER,
-  __module__ = 'caffe_pb2'
+CoupledClusterLossParameter = _reflection.GeneratedProtocolMessageType('CoupledClusterLossParameter', (_message.Message,), {
+  'DESCRIPTOR' : _COUPLEDCLUSTERLOSSPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.CoupledClusterLossParameter)
-  ))
+  })
 _sym_db.RegisterMessage(CoupledClusterLossParameter)
 
-TripletLossParameter = _reflection.GeneratedProtocolMessageType('TripletLossParameter', (_message.Message,), dict(
-  DESCRIPTOR = _TRIPLETLOSSPARAMETER,
-  __module__ = 'caffe_pb2'
+TripletLossParameter = _reflection.GeneratedProtocolMessageType('TripletLossParameter', (_message.Message,), {
+  'DESCRIPTOR' : _TRIPLETLOSSPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.TripletLossParameter)
-  ))
+  })
 _sym_db.RegisterMessage(TripletLossParameter)
 
-GeneralTripletParameter = _reflection.GeneratedProtocolMessageType('GeneralTripletParameter', (_message.Message,), dict(
-  DESCRIPTOR = _GENERALTRIPLETPARAMETER,
-  __module__ = 'caffe_pb2'
+GeneralTripletParameter = _reflection.GeneratedProtocolMessageType('GeneralTripletParameter', (_message.Message,), {
+  'DESCRIPTOR' : _GENERALTRIPLETPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.GeneralTripletParameter)
-  ))
+  })
 _sym_db.RegisterMessage(GeneralTripletParameter)
 
-ROIAlignParameter = _reflection.GeneratedProtocolMessageType('ROIAlignParameter', (_message.Message,), dict(
-  DESCRIPTOR = _ROIALIGNPARAMETER,
-  __module__ = 'caffe_pb2'
+ROIAlignParameter = _reflection.GeneratedProtocolMessageType('ROIAlignParameter', (_message.Message,), {
+  'DESCRIPTOR' : _ROIALIGNPARAMETER,
+  '__module__' : 'caffe_pb2'
   # @@protoc_insertion_point(class_scope:caffe.ROIAlignParameter)
-  ))
+  })
 _sym_db.RegisterMessage(ROIAlignParameter)
 
 
-_BLOBSHAPE.fields_by_name['dim'].has_options = True
-_BLOBSHAPE.fields_by_name['dim']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))
-_BLOBPROTO.fields_by_name['data'].has_options = True
-_BLOBPROTO.fields_by_name['data']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))
-_BLOBPROTO.fields_by_name['diff'].has_options = True
-_BLOBPROTO.fields_by_name['diff']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))
-_BLOBPROTO.fields_by_name['double_data'].has_options = True
-_BLOBPROTO.fields_by_name['double_data']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))
-_BLOBPROTO.fields_by_name['double_diff'].has_options = True
-_BLOBPROTO.fields_by_name['double_diff']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))
+_BLOBSHAPE.fields_by_name['dim']._options = None
+_BLOBPROTO.fields_by_name['data']._options = None
+_BLOBPROTO.fields_by_name['diff']._options = None
+_BLOBPROTO.fields_by_name['double_data']._options = None
+_BLOBPROTO.fields_by_name['double_diff']._options = None
 # @@protoc_insertion_point(module_scope)
diff --git a/Caffe/layer_param.py b/Caffe/layer_param.py
index fd966d7..15a8669 100755
--- a/Caffe/layer_param.py
+++ b/Caffe/layer_param.py
@@ -110,12 +110,12 @@ def permute_param(self, order1, order2, order3, order4):
         self.param.permute_param.CopyFrom(permute_param)
 
 
-    def pool_param(self,type='MAX',kernel_size=2,stride=2,pad=None, ceil_mode = True):
+    def pool_param(self,type='MAX',kernel_size=2,stride=2,pad=None, round_mode = "CEIL"):
         pool_param=pb.PoolingParameter()
         pool_param.pool=pool_param.PoolMethod.Value(type)
         pool_param.kernel_size=pair_process(kernel_size)
         pool_param.stride=pair_process(stride)
-        pool_param.ceil_mode=ceil_mode
+        pool_param.round_mode=round_mode
         if pad:
             if isinstance(pad,tuple):
                 pool_param.pad_h = pad[0]
@@ -180,4 +180,4 @@ def copy_from(self,layer_param):
         pass
 
 def set_enum(param,key,value):
-    setattr(param,key,param.Value(value))
\ No newline at end of file
+    setattr(param,key,param.Value(value))
diff --git a/pytorch_to_caffe.py b/pytorch_to_caffe.py
index 1752d6c..c2a3b7b 100755
--- a/pytorch_to_caffe.py
+++ b/pytorch_to_caffe.py
@@ -167,8 +167,12 @@ def _pool(type,raw,input,x,kernel_size,stride,padding,ceil_mode):
                                   bottom=[log.blobs(input)], top=top_blobs)
     # TODO w,h different kernel, stride and padding
     # processing ceil mode
+    if ceil_mode == True:
+        round_mode = "CEIL"
+    else:
+        round_mode = "FLOOR"
     layer.pool_param(kernel_size=kernel_size, stride=kernel_size if stride is None else stride,
-                     pad=padding, type=type.upper() , ceil_mode = ceil_mode)
+                     pad=padding, type=type.upper() , round_mode = round_mode)
     log.cnet.add_layer(layer)
     if ceil_mode==False and stride is not None:
         oheight = (input.size()[2] - _pair(kernel_size)[0] + 2 * _pair(padding)[0]) % (_pair(stride)[0])

From 2060d397a68961f07d364819b5b5d7724d9e29a4 Mon Sep 17 00:00:00 2001
From: cbwces <870974964@qq.com>
Date: Wed, 11 Nov 2020 02:40:35 +0800
Subject: [PATCH 3/5] utils

---
 example/resnet_pytorch_2_caffe.py          | 10 +++++-----
 example/resnet_pytorch_analysis_example.py |  7 +++----
 model/resnet.py                            |  4 ++--
 3 files changed, 10 insertions(+), 11 deletions(-)

diff --git a/example/resnet_pytorch_2_caffe.py b/example/resnet_pytorch_2_caffe.py
index 548f9cc..61b77e4 100644
--- a/example/resnet_pytorch_2_caffe.py
+++ b/example/resnet_pytorch_2_caffe.py
@@ -7,12 +7,12 @@
 import pytorch_to_caffe
 
 if __name__=='__main__':
-    name='resnet50'
-    resnet50=resnet.resnet50(num_classes=2)
+    name='resnet18'
+    resnet18=resnet.resnet18(num_classes=2)
     
     #resnet18.load_state_dict(checkpoint)
-    resnet50.eval()
-    input=torch.ones([1,3,160,160])
-    pytorch_to_caffe.trans_net(resnet50,input,name)
+    resnet18.eval()
+    input=torch.ones([1,3,224,224])
+    pytorch_to_caffe.trans_net(resnet18,input,name)
     pytorch_to_caffe.save_prototxt('{}.prototxt'.format(name))
     pytorch_to_caffe.save_caffemodel('{}.caffemodel'.format(name))
diff --git a/example/resnet_pytorch_analysis_example.py b/example/resnet_pytorch_analysis_example.py
index a1bbfdf..0ff1a38 100644
--- a/example/resnet_pytorch_analysis_example.py
+++ b/example/resnet_pytorch_analysis_example.py
@@ -1,12 +1,11 @@
 import torch
 import torch.nn as nn
-#from torchvision.models import resnet
-from ..model import resnet
+from torchvision.models import resnet
 import pytorch_analyser
 
 if __name__=='__main__':
-    resnet50=resnet.resnet50()
+    resnet18=resnet.resnet18()
     input_tensor=torch.ones(1,3,224,224)
-    blob_dict, tracked_layers=pytorch_analyser.analyse(resnet50,input_tensor)
+    blob_dict, tracked_layers=pytorch_analyser.analyse(resnet18,input_tensor)
     pytorch_analyser.save_csv(tracked_layers,'analysis.csv')
 
diff --git a/model/resnet.py b/model/resnet.py
index 8d67f3e..53f2147 100644
--- a/model/resnet.py
+++ b/model/resnet.py
@@ -109,7 +109,7 @@ def __init__(self, block, layers, num_classes=1000):
         self.layer2 = self._make_layer(block, 128, layers[1], stride=2)
         self.layer3 = self._make_layer(block, 256, layers[2], stride=2)
         self.layer4 = self._make_layer(block, 512, layers[3], stride=1)
-        self.avgpool = nn.AvgPool2d(10, stride=1)
+        self.avgpool = nn.AdaptiveAvgPool2d((1, 1))
         self.fc = nn.Linear(512 * block.expansion, num_classes)
 
         for m in self.modules():
@@ -151,7 +151,7 @@ def forward(self, x):
         x = self.avgpool(x)
         #x = torch.mean(x, dim=(2, 3))
         #x = torch.flatten(x, 1)
-        x = x.view(1, 2048)
+        x = x.view(1, -1)
         x = self.fc(x)
         x = F.softmax(x, dim=1)
 

From 88d97ec8425326d25202c896d514baf8568d68fd Mon Sep 17 00:00:00 2001
From: cbwces <870974964@qq.com>
Date: Wed, 11 Nov 2020 02:49:49 +0800
Subject: [PATCH 4/5] utils

---
 example/resnet_pytorch_2_caffe.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/example/resnet_pytorch_2_caffe.py b/example/resnet_pytorch_2_caffe.py
index 61b77e4..13cec0d 100644
--- a/example/resnet_pytorch_2_caffe.py
+++ b/example/resnet_pytorch_2_caffe.py
@@ -8,7 +8,7 @@
 
 if __name__=='__main__':
     name='resnet18'
-    resnet18=resnet.resnet18(num_classes=2)
+    resnet18=resnet.resnet18()
     
     #resnet18.load_state_dict(checkpoint)
     resnet18.eval()

From 4d2f16ee7212f793d39b161b8e4eb30dc1eb7b38 Mon Sep 17 00:00:00 2001
From: cbwces <870974964@qq.com>
Date: Wed, 11 Nov 2020 02:49:49 +0800
Subject: [PATCH 5/5] utils

---
 Caffe/caffe.proto                 |  6 +++++-
 example/resnet_pytorch_2_caffe.py | 12 ++++++------
 2 files changed, 11 insertions(+), 7 deletions(-)

diff --git a/Caffe/caffe.proto b/Caffe/caffe.proto
index 85bfbf7..dee66c4 100644
--- a/Caffe/caffe.proto
+++ b/Caffe/caffe.proto
@@ -1657,7 +1657,11 @@ message PoolingParameter {
 
   ///////////////////////
   // Specify floor/ceil mode
-  optional string round_mode = 13 [default = 'CEIL'];
+  enum RoundMode {
+    CEIL = 0;
+    FLOOR = 1;
+  }
+  optional RoundMode round_mode = 13 [default = CEIL];
   ///////////////////////////////
 }
 
diff --git a/example/resnet_pytorch_2_caffe.py b/example/resnet_pytorch_2_caffe.py
index 13cec0d..b3d6e8a 100644
--- a/example/resnet_pytorch_2_caffe.py
+++ b/example/resnet_pytorch_2_caffe.py
@@ -7,12 +7,12 @@
 import pytorch_to_caffe
 
 if __name__=='__main__':
-    name='resnet18'
-    resnet18=resnet.resnet18()
+    name='resnet50'
+    resnet50=resnet.resnet50(num_classes=2)
     
-    #resnet18.load_state_dict(checkpoint)
-    resnet18.eval()
-    input=torch.ones([1,3,224,224])
-    pytorch_to_caffe.trans_net(resnet18,input,name)
+    #resnet50.load_state_dict(checkpoint)
+    resnet50.eval()
+    input=torch.ones([1,3,160,160])
+    pytorch_to_caffe.trans_net(resnet50,input,name)
     pytorch_to_caffe.save_prototxt('{}.prototxt'.format(name))
     pytorch_to_caffe.save_caffemodel('{}.caffemodel'.format(name))