From fe24ffbab5f520c2e59aa0775507b47b2236c5be Mon Sep 17 00:00:00 2001
From: Shining <wangdong_cn@qq.com>
Date: Sat, 24 Aug 2019 15:09:54 +0800
Subject: [PATCH 1/5] fix bugs and fix readme.

---
 Caffe/__pycache__/caffe_pb2.cpython-36.pyc   |  Bin 121963 -> 163098 bytes
 Caffe/__pycache__/layer_param.cpython-36.pyc |  Bin 4125 -> 4602 bytes
 Caffe/caffe_pb2.py                           | 2234 +++++++++---------
 Caffe/layer_param.py                         |    9 +-
 README.md                                    |   19 +-
 pytorch_to_caffe.py                          |    4 +-
 6 files changed, 1141 insertions(+), 1125 deletions(-)
 mode change 100644 => 100755 Caffe/layer_param.py
 mode change 100644 => 100755 pytorch_to_caffe.py

diff --git a/Caffe/__pycache__/caffe_pb2.cpython-36.pyc b/Caffe/__pycache__/caffe_pb2.cpython-36.pyc
index 994cd286e60172fc9f14ecb02ec8c1929dd0eac4..9b1d325d39ce8a27b4c58ca1a5d40d0607a0fd47 100644
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diff --git a/Caffe/__pycache__/layer_param.cpython-36.pyc b/Caffe/__pycache__/layer_param.cpython-36.pyc
index 7f3474508933d2c2f462532317cb2dba5303b6d4..5522e2b86cc33527d47fe8191fddccc4fa5e7941 100644
GIT binary patch
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diff --git a/Caffe/caffe_pb2.py b/Caffe/caffe_pb2.py
index faaae0b..9ba205b 100644
--- a/Caffe/caffe_pb2.py
+++ b/Caffe/caffe_pb2.py
@@ -19,7 +19,7 @@
   name='caffe.proto',
   package='caffe',
   syntax='proto2',
-  serialized_options=None,
+  options=None,
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 )
 
@@ -31,15 +31,15 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='TRAIN', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='TEST', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=29109,
   serialized_end=29137,
 )
@@ -58,15 +58,15 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='CENTER', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='MIN_OVERLAP', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=1162,
   serialized_end=1201,
 )
@@ -80,11 +80,11 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='BBOX', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=1645,
   serialized_end=1671,
 )
@@ -98,19 +98,19 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='FAN_IN', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='FAN_OUT', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='AVERAGE', index=2, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=2058,
   serialized_end=2110,
 )
@@ -124,15 +124,15 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='HDF5', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='BINARYPROTO', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=3568,
   serialized_end=3611,
 )
@@ -146,15 +146,15 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='CPU', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='GPU', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=3613,
   serialized_end=3643,
 )
@@ -168,31 +168,31 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='SGD', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='NESTEROV', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='ADAGRAD', index=2, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='RMSPROP', index=3, number=3,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='ADADELTA', index=4, number=4,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='ADAM', index=5, number=5,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=3645,
   serialized_end=3730,
 )
@@ -206,15 +206,15 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='STRICT', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='PERMISSIVE', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=4491,
   serialized_end=4533,
 )
@@ -228,19 +228,19 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='DEFAULT', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CAFFE', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CUDNN', index=2, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=10905,
   serialized_end=10948,
 )
@@ -254,15 +254,15 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='ORIGIN', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='LINEAR', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=11083,
   serialized_end=11113,
 )
@@ -276,19 +276,19 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='WARP', index=0, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='FIT_SMALL_SIZE', index=1, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='FIT_LARGE_SIZE_AND_PAD', index=2, number=3,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=11899,
   serialized_end=11970,
 )
@@ -302,19 +302,19 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='CONSTANT', index=0, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='MIRRORED', index=1, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='REPEAT_NEAREST', index=2, number=3,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=11972,
   serialized_end=12030,
 )
@@ -328,27 +328,27 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='LINEAR', index=0, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='AREA', index=1, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='NEAREST', index=2, number=3,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CUBIC', index=3, number=4,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='LANCZOS4', index=4, number=5,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=12032,
   serialized_end=12105,
 )
@@ -362,23 +362,23 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='FULL', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='VALID', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='BATCH_SIZE', index=2, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='NONE', index=3, number=3,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=13052,
   serialized_end=13118,
 )
@@ -392,19 +392,19 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='OBJ', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='PROB', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='MULTIPLY', index=2, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=14582,
   serialized_end=14626,
 )
@@ -418,19 +418,19 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='DEFAULT', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CAFFE', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CUDNN', index=2, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=10905,
   serialized_end=10948,
 )
@@ -444,15 +444,15 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='LEVELDB', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='LMDB', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=15469,
   serialized_end=15496,
 )
@@ -466,19 +466,19 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='PROD', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='SUM', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='MAX', index=2, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=16856,
   serialized_end=16895,
 )
@@ -492,15 +492,15 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='L1', index=0, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='L2', index=1, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=17430,
   serialized_end=17452,
 )
@@ -514,15 +514,15 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='ACROSS_CHANNELS', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='WITHIN_CHANNEL', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=18345,
   serialized_end=18398,
 )
@@ -536,19 +536,19 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='DEFAULT', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CAFFE', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CUDNN', index=2, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=10905,
   serialized_end=10948,
 )
@@ -562,15 +562,15 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='L2', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='SMOOTH_L1', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=19479,
   serialized_end=19515,
 )
@@ -584,15 +584,15 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='SOFTMAX', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='LOGISTIC', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=19517,
   serialized_end=19558,
 )
@@ -606,15 +606,15 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='BIPARTITE', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='PER_PREDICTION', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=19560,
   serialized_end=19606,
 )
@@ -628,19 +628,19 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='NONE', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='MAX_NEGATIVE', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='HARD_EXAMPLE', index=2, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=19608,
   serialized_end=19666,
 )
@@ -654,19 +654,19 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='MAX', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='AVE', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='STOCHASTIC', index=2, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=20213,
   serialized_end=20259,
 )
@@ -680,19 +680,19 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='DEFAULT', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CAFFE', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CUDNN', index=2, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=10905,
   serialized_end=10948,
 )
@@ -706,19 +706,19 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='CORNER', index=0, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CENTER_SIZE', index=1, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CORNER_SIZE', index=2, number=3,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=20632,
   serialized_end=20688,
 )
@@ -732,23 +732,23 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='SUM', index=0, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='ASUM', index=1, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='SUMSQ', index=2, number=3,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='MEAN', index=3, number=4,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=21111,
   serialized_end=21164,
 )
@@ -762,19 +762,19 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='DEFAULT', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CAFFE', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CUDNN', index=2, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=10905,
   serialized_end=10948,
 )
@@ -788,19 +788,19 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='DEFAULT', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CAFFE', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CUDNN', index=2, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=10905,
   serialized_end=10948,
 )
@@ -814,19 +814,19 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='DEFAULT', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CAFFE', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CUDNN', index=2, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=10905,
   serialized_end=10948,
 )
@@ -840,19 +840,19 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='DEFAULT', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CAFFE', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CUDNN', index=2, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=10905,
   serialized_end=10948,
 )
@@ -866,19 +866,19 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='MAX', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='AVE', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='STOCHASTIC', index=2, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=20213,
   serialized_end=20259,
 )
@@ -892,19 +892,19 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='DEFAULT', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CAFFE', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CUDNN', index=2, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=10905,
   serialized_end=10948,
 )
@@ -918,167 +918,167 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='NONE', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='ABSVAL', index=1, number=35,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='ACCURACY', index=2, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='ARGMAX', index=3, number=30,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='BNLL', index=4, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CONCAT', index=5, number=3,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CONTRASTIVE_LOSS', index=6, number=37,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CONVOLUTION', index=7, number=4,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='DATA', index=8, number=5,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='DECONVOLUTION', index=9, number=39,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='DROPOUT', index=10, number=6,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='DUMMY_DATA', index=11, number=32,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='EUCLIDEAN_LOSS', index=12, number=7,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='ELTWISE', index=13, number=25,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='EXP', index=14, number=38,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='FLATTEN', index=15, number=8,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='HDF5_DATA', index=16, number=9,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='HDF5_OUTPUT', index=17, number=10,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='HINGE_LOSS', index=18, number=28,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='IM2COL', index=19, number=11,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='IMAGE_DATA', index=20, number=12,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='INFOGAIN_LOSS', index=21, number=13,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='INNER_PRODUCT', index=22, number=14,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='LRN', index=23, number=15,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='MEMORY_DATA', index=24, number=29,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='MULTINOMIAL_LOGISTIC_LOSS', index=25, number=16,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='MVN', index=26, number=34,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='POOLING', index=27, number=17,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='POWER', index=28, number=26,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='RELU', index=29, number=18,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='SIGMOID', index=30, number=19,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='SIGMOID_CROSS_ENTROPY_LOSS', index=31, number=27,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='SILENCE', index=32, number=36,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='SOFTMAX', index=33, number=20,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='SOFTMAX_LOSS', index=34, number=21,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='SPLIT', index=35, number=22,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='SLICE', index=36, number=33,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='TANH', index=37, number=23,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='WINDOW_DATA', index=38, number=24,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='THRESHOLD', index=39, number=31,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=24862,
   serialized_end=25462,
 )
@@ -1092,15 +1092,15 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='STRICT', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='PERMISSIVE', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=4491,
   serialized_end=4533,
 )
@@ -1114,19 +1114,19 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='MAX', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='AVE', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='STOCHASTIC', index=2, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=20213,
   serialized_end=20259,
 )
@@ -1140,15 +1140,15 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='WEBCAM', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='VIDEO', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=26946,
   serialized_end=26980,
 )
@@ -1162,23 +1162,23 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='SINGLE', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='DOUBLE', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='TRIPLE', index=2, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='QUADRUPLE', index=3, number=3,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=27372,
   serialized_end=27435,
 )
@@ -1192,19 +1192,19 @@
   values=[
     _descriptor.EnumValueDescriptor(
       name='DEFAULT', index=0, number=0,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CAFFE', index=1, number=1,
-      serialized_options=None,
+      options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
       name='CUDNN', index=2, number=2,
-      serialized_options=None,
+      options=None,
       type=None),
   ],
   containing_type=None,
-  serialized_options=None,
+  options=None,
   serialized_start=10905,
   serialized_end=10948,
 )
@@ -1224,14 +1224,14 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=_b('\020\001'), file=DESCRIPTOR),
+      options=_b('\020\001'), file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -1255,70 +1255,70 @@
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='data', full_name='caffe.BlobProto.data', index=1,
       number=5, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=_b('\020\001'), file=DESCRIPTOR),
+      options=_b('\020\001'), file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='diff', full_name='caffe.BlobProto.diff', index=2,
       number=6, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=_b('\020\001'), file=DESCRIPTOR),
+      options=_b('\020\001'), file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='double_data', full_name='caffe.BlobProto.double_data', index=3,
       number=8, type=1, cpp_type=5, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=_b('\020\001'), file=DESCRIPTOR),
+      options=_b('\020\001'), file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='double_diff', full_name='caffe.BlobProto.double_diff', index=4,
       number=9, type=1, cpp_type=5, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=_b('\020\001'), file=DESCRIPTOR),
+      options=_b('\020\001'), file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='num', full_name='caffe.BlobProto.num', index=5,
       number=1, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='channels', full_name='caffe.BlobProto.channels', index=6,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='height', full_name='caffe.BlobProto.height', index=7,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='width', full_name='caffe.BlobProto.width', index=8,
       number=4, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -1342,14 +1342,14 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -1373,63 +1373,63 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='height', full_name='caffe.Datum.height', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='width', full_name='caffe.Datum.width', index=2,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='data', full_name='caffe.Datum.data', index=3,
       number=4, type=12, cpp_type=9, label=1,
       has_default_value=False, default_value=_b(""),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='label', full_name='caffe.Datum.label', index=4,
       number=5, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='float_data', full_name='caffe.Datum.float_data', index=5,
       number=6, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='encoded', full_name='caffe.Datum.encoded', index=6,
       number=7, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -1453,28 +1453,28 @@
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='label', full_name='caffe.LabelMapItem.label', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='display_name', full_name='caffe.LabelMapItem.display_name', index=2,
       number=3, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -1498,14 +1498,14 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -1529,35 +1529,35 @@
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='max_scale', full_name='caffe.Sampler.max_scale', index=1,
       number=2, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='min_aspect_ratio', full_name='caffe.Sampler.min_aspect_ratio', index=2,
       number=3, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='max_aspect_ratio', full_name='caffe.Sampler.max_aspect_ratio', index=3,
       number=4, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -1581,49 +1581,49 @@
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='max_jaccard_overlap', full_name='caffe.SampleConstraint.max_jaccard_overlap', index=1,
       number=2, type=2, cpp_type=6, label=1,
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='min_sample_coverage', full_name='caffe.SampleConstraint.min_sample_coverage', index=2,
       number=3, type=2, cpp_type=6, label=1,
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='max_sample_coverage', full_name='caffe.SampleConstraint.max_sample_coverage', index=3,
       number=4, type=2, cpp_type=6, label=1,
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='min_object_coverage', full_name='caffe.SampleConstraint.min_object_coverage', index=4,
       number=5, type=2, cpp_type=6, label=1,
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='max_object_coverage', full_name='caffe.SampleConstraint.max_object_coverage', index=5,
       number=6, type=2, cpp_type=6, label=1,
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -1647,42 +1647,42 @@
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='sampler', full_name='caffe.BatchSampler.sampler', index=1,
       number=2, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='sample_constraint', full_name='caffe.BatchSampler.sample_constraint', index=2,
       number=3, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='max_sample', full_name='caffe.BatchSampler.max_sample', index=3,
       number=4, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='max_trials', full_name='caffe.BatchSampler.max_trials', index=4,
       number=5, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=100,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -1706,14 +1706,14 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='emit_overlap', full_name='caffe.EmitConstraint.emit_overlap', index=1,
       number=2, type=2, cpp_type=6, label=1,
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -1721,7 +1721,7 @@
   enum_types=[
     _EMITCONSTRAINT_EMITTYPE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -1745,63 +1745,63 @@
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='ymin', full_name='caffe.NormalizedBBox.ymin', index=1,
       number=2, type=2, cpp_type=6, label=1,
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='xmax', full_name='caffe.NormalizedBBox.xmax', index=2,
       number=3, type=2, cpp_type=6, label=1,
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='ymax', full_name='caffe.NormalizedBBox.ymax', index=3,
       number=4, type=2, cpp_type=6, label=1,
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='label', full_name='caffe.NormalizedBBox.label', index=4,
       number=5, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='difficult', full_name='caffe.NormalizedBBox.difficult', index=5,
       number=6, type=8, cpp_type=7, label=1,
       has_default_value=False, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='score', full_name='caffe.NormalizedBBox.score', index=6,
       number=7, type=2, cpp_type=6, label=1,
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='size', full_name='caffe.NormalizedBBox.size', index=7,
       number=8, type=2, cpp_type=6, label=1,
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -1825,21 +1825,21 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='bbox', full_name='caffe.Annotation.bbox', index=1,
       number=2, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -1863,21 +1863,21 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='annotation', full_name='caffe.AnnotationGroup.annotation', index=1,
       number=2, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -1901,21 +1901,21 @@
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='type', full_name='caffe.AnnotatedDatum.type', index=1,
       number=2, type=14, cpp_type=8, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='annotation_group', full_name='caffe.AnnotatedDatum.annotation_group', index=2,
       number=3, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -1923,7 +1923,7 @@
   enum_types=[
     _ANNOTATEDDATUM_ANNOTATIONTYPE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -1947,35 +1947,35 @@
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -1999,28 +1999,28 @@
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -2044,63 +2044,63 @@
       has_default_value=True, default_value=_b("constant").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='value', full_name='caffe.FillerParameter.value', index=1,
       number=2, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='min', full_name='caffe.FillerParameter.min', index=2,
       number=3, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='max', full_name='caffe.FillerParameter.max', index=3,
       number=4, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='mean', full_name='caffe.FillerParameter.mean', index=4,
       number=5, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='std', full_name='caffe.FillerParameter.std', index=5,
       number=6, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='sparse', full_name='caffe.FillerParameter.sparse', index=6,
       number=7, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=-1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='variance_norm', full_name='caffe.FillerParameter.variance_norm', index=7,
       number=8, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -2108,7 +2108,7 @@
   enum_types=[
     _FILLERPARAMETER_VARIANCENORM,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -2132,70 +2132,70 @@
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='input', full_name='caffe.NetParameter.input', index=1,
       number=3, type=9, cpp_type=9, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='input_shape', full_name='caffe.NetParameter.input_shape', index=2,
       number=8, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='input_dim', full_name='caffe.NetParameter.input_dim', index=3,
       number=4, type=5, cpp_type=1, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='force_backward', full_name='caffe.NetParameter.force_backward', index=4,
       number=5, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='state', full_name='caffe.NetParameter.state', index=5,
       number=6, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='debug_info', full_name='caffe.NetParameter.debug_info', index=6,
       number=7, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='layer', full_name='caffe.NetParameter.layer', index=7,
       number=100, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='layers', full_name='caffe.NetParameter.layers', index=8,
       number=2, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -2219,294 +2219,294 @@
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='net_param', full_name='caffe.SolverParameter.net_param', index=1,
       number=25, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='train_net', full_name='caffe.SolverParameter.train_net', index=2,
       number=1, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='test_net', full_name='caffe.SolverParameter.test_net', index=3,
       number=2, type=9, cpp_type=9, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='train_net_param', full_name='caffe.SolverParameter.train_net_param', index=4,
       number=21, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='test_net_param', full_name='caffe.SolverParameter.test_net_param', index=5,
       number=22, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='train_state', full_name='caffe.SolverParameter.train_state', index=6,
       number=26, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='test_state', full_name='caffe.SolverParameter.test_state', index=7,
       number=27, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='base_lr', full_name='caffe.SolverParameter.base_lr', index=12,
       number=5, type=2, cpp_type=6, label=1,
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='lr_policy', full_name='caffe.SolverParameter.lr_policy', index=17,
       number=8, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='gamma', full_name='caffe.SolverParameter.gamma', index=18,
       number=9, type=2, cpp_type=6, label=1,
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='power', full_name='caffe.SolverParameter.power', index=19,
       number=10, type=2, cpp_type=6, label=1,
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='momentum', full_name='caffe.SolverParameter.momentum', index=20,
       number=11, type=2, cpp_type=6, label=1,
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='weight_decay', full_name='caffe.SolverParameter.weight_decay', index=21,
       number=12, type=2, cpp_type=6, label=1,
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='regularization_type', full_name='caffe.SolverParameter.regularization_type', index=22,
       number=29, type=9, cpp_type=9, label=1,
       has_default_value=True, default_value=_b("L2").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(-1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(1e-08),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0.999),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -2516,7 +2516,7 @@
     _SOLVERPARAMETER_SOLVERMODE,
     _SOLVERPARAMETER_SOLVERTYPE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -2540,35 +2540,35 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='learned_net', full_name='caffe.SolverState.learned_net', index=1,
       number=2, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='history', full_name='caffe.SolverState.history', index=2,
       number=3, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='current_step', full_name='caffe.SolverState.current_step', index=3,
       number=4, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -2592,28 +2592,28 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='level', full_name='caffe.NetState.level', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='stage', full_name='caffe.NetState.stage', index=2,
       number=3, type=9, cpp_type=9, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -2637,42 +2637,42 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='min_level', full_name='caffe.NetStateRule.min_level', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='max_level', full_name='caffe.NetStateRule.max_level', index=2,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='stage', full_name='caffe.NetStateRule.stage', index=3,
       number=4, type=9, cpp_type=9, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='not_stage', full_name='caffe.NetStateRule.not_stage', index=4,
       number=5, type=9, cpp_type=9, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -2696,84 +2696,84 @@
       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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -2797,21 +2797,21 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -2835,28 +2835,28 @@
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='share_mode', full_name='caffe.ParamSpec.share_mode', index=1,
       number=2, type=14, cpp_type=8, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='lr_mult', full_name='caffe.ParamSpec.lr_mult', index=2,
       number=3, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='decay_mult', full_name='caffe.ParamSpec.decay_mult', index=3,
       number=4, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -2864,7 +2864,7 @@
   enum_types=[
     _PARAMSPEC_DIMCHECKMODE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -2888,679 +2888,679 @@
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='type', full_name='caffe.LayerParameter.type', index=1,
       number=2, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='bottom', full_name='caffe.LayerParameter.bottom', index=2,
       number=3, type=9, cpp_type=9, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='top', full_name='caffe.LayerParameter.top', index=3,
       number=4, type=9, cpp_type=9, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='phase', full_name='caffe.LayerParameter.phase', index=4,
       number=10, type=14, cpp_type=8, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='loss_weight', full_name='caffe.LayerParameter.loss_weight', index=5,
       number=5, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='param', full_name='caffe.LayerParameter.param', index=6,
       number=6, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
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-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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-      serialized_options=None, file=DESCRIPTOR),
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       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
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       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       number=186, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       number=100003, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='pass_through_param', full_name='caffe.LayerParameter.pass_through_param', index=94,
       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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='norm_param', full_name='caffe.LayerParameter.norm_param', index=95,
       number=100001, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -3584,56 +3584,56 @@
       has_default_value=True, default_value=2,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='scale_w', full_name='caffe.UpsampleParameter.scale_w', index=2,
       number=3, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='pad_out_h', full_name='caffe.UpsampleParameter.pad_out_h', index=3,
       number=4, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='pad_out_w', full_name='caffe.UpsampleParameter.pad_out_w', index=4,
       number=5, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='upsample_h', full_name='caffe.UpsampleParameter.upsample_h', index=5,
       number=6, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -3657,28 +3657,28 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='dim_2', full_name='caffe.MatMulParameter.dim_2', index=1,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -3702,28 +3702,28 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -3747,42 +3747,42 @@
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='scale_filler', full_name='caffe.NormalizeParameter.scale_filler', index=1,
       number=2, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='channel_shared', full_name='caffe.NormalizeParameter.channel_shared', index=2,
       number=3, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='eps', full_name='caffe.NormalizeParameter.eps', index=3,
       number=4, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1e-10),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='sqrt_a', full_name='caffe.NormalizeParameter.sqrt_a', index=4,
       number=5, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -3806,28 +3806,28 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='label_map_file', full_name='caffe.AnnotatedDataParameter.label_map_file', index=1,
       number=2, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='anno_type', full_name='caffe.AnnotatedDataParameter.anno_type', index=2,
       number=3, type=14, cpp_type=8, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -3851,49 +3851,49 @@
       has_default_value=True, default_value=15,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -3917,70 +3917,70 @@
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(1.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -4004,49 +4004,49 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -4070,28 +4070,28 @@
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -4115,21 +4115,21 @@
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -4153,42 +4153,42 @@
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0.9),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(1e-05),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -4196,7 +4196,7 @@
   enum_types=[
     _BNPARAMETER_ENGINE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -4220,28 +4220,28 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(2),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0.25),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -4249,7 +4249,7 @@
   enum_types=[
     _FOCALLOSSPARAMETER_TYPE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -4273,105 +4273,105 @@
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='mirror', full_name='caffe.TransformationParameter.mirror', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='crop_size', full_name='caffe.TransformationParameter.crop_size', index=2,
       number=3, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='crop_h', full_name='caffe.TransformationParameter.crop_h', index=3,
       number=11, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='crop_w', full_name='caffe.TransformationParameter.crop_w', index=4,
       number=12, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='mean_file', full_name='caffe.TransformationParameter.mean_file', index=5,
       number=4, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='mean_value', full_name='caffe.TransformationParameter.mean_value', index=6,
       number=5, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='force_color', full_name='caffe.TransformationParameter.force_color', index=7,
       number=6, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='force_gray', full_name='caffe.TransformationParameter.force_gray', index=8,
       number=7, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='resize_param', full_name='caffe.TransformationParameter.resize_param', index=9,
       number=8, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='noise_param', full_name='caffe.TransformationParameter.noise_param', index=10,
       number=9, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='distort_param', full_name='caffe.TransformationParameter.distort_param', index=11,
       number=13, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='expand_param', full_name='caffe.TransformationParameter.expand_param', index=12,
       number=14, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='emit_constraint', full_name='caffe.TransformationParameter.emit_constraint', index=13,
       number=10, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -4395,63 +4395,63 @@
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='resize_mode', full_name='caffe.ResizeParameter.resize_mode', index=1,
       number=2, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='height', full_name='caffe.ResizeParameter.height', index=2,
       number=3, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='width', full_name='caffe.ResizeParameter.width', index=3,
       number=4, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='height_scale', full_name='caffe.ResizeParameter.height_scale', index=4,
       number=8, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='width_scale', full_name='caffe.ResizeParameter.width_scale', index=5,
       number=9, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='pad_mode', full_name='caffe.ResizeParameter.pad_mode', index=6,
       number=5, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='pad_value', full_name='caffe.ResizeParameter.pad_value', index=7,
       number=6, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='interp_mode', full_name='caffe.ResizeParameter.interp_mode', index=8,
       number=7, type=14, cpp_type=8, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -4461,7 +4461,7 @@
     _RESIZEPARAMETER_PAD_MODE,
     _RESIZEPARAMETER_INTERP_MODE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -4485,21 +4485,21 @@
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='value', full_name='caffe.SaltPepperParameter.value', index=1,
       number=2, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -4523,98 +4523,98 @@
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='hist_eq', full_name='caffe.NoiseParameter.hist_eq', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='inverse', full_name='caffe.NoiseParameter.inverse', index=2,
       number=3, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='decolorize', full_name='caffe.NoiseParameter.decolorize', index=3,
       number=4, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='gauss_blur', full_name='caffe.NoiseParameter.gauss_blur', index=4,
       number=5, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='jpeg', full_name='caffe.NoiseParameter.jpeg', index=5,
       number=6, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(-1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='posterize', full_name='caffe.NoiseParameter.posterize', index=6,
       number=7, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='erode', full_name='caffe.NoiseParameter.erode', index=7,
       number=8, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='saltpepper', full_name='caffe.NoiseParameter.saltpepper', index=8,
       number=9, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='saltpepper_param', full_name='caffe.NoiseParameter.saltpepper_param', index=9,
       number=10, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='clahe', full_name='caffe.NoiseParameter.clahe', index=10,
       number=11, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='convert_to_hsv', full_name='caffe.NoiseParameter.convert_to_hsv', index=11,
       number=12, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='convert_to_lab', full_name='caffe.NoiseParameter.convert_to_lab', index=12,
       number=13, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -4638,84 +4638,84 @@
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='brightness_delta', full_name='caffe.DistortionParameter.brightness_delta', index=1,
       number=2, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='contrast_prob', full_name='caffe.DistortionParameter.contrast_prob', index=2,
       number=3, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='contrast_lower', full_name='caffe.DistortionParameter.contrast_lower', index=3,
       number=4, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='contrast_upper', full_name='caffe.DistortionParameter.contrast_upper', index=4,
       number=5, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='hue_prob', full_name='caffe.DistortionParameter.hue_prob', index=5,
       number=6, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='hue_delta', full_name='caffe.DistortionParameter.hue_delta', index=6,
       number=7, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='saturation_prob', full_name='caffe.DistortionParameter.saturation_prob', index=7,
       number=8, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='saturation_lower', full_name='caffe.DistortionParameter.saturation_lower', index=8,
       number=9, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='saturation_upper', full_name='caffe.DistortionParameter.saturation_upper', index=9,
       number=10, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='random_order_prob', full_name='caffe.DistortionParameter.random_order_prob', index=10,
       number=11, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -4739,21 +4739,21 @@
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='max_expand_ratio', full_name='caffe.ExpansionParameter.max_expand_ratio', index=1,
       number=2, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -4777,21 +4777,21 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='normalization', full_name='caffe.LossParameter.normalization', index=1,
       number=3, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='normalize', full_name='caffe.LossParameter.normalize', index=2,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=False, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -4799,7 +4799,7 @@
   enum_types=[
     _LOSSPARAMETER_NORMALIZATIONMODE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -4823,28 +4823,28 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.AccuracyParameter.axis', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='ignore_label', full_name='caffe.AccuracyParameter.ignore_label', index=2,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -4868,28 +4868,28 @@
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='top_k', full_name='caffe.ArgMaxParameter.top_k', index=1,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.ArgMaxParameter.axis', index=2,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -4913,21 +4913,21 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='concat_dim', full_name='caffe.ConcatParameter.concat_dim', index=1,
       number=1, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -4951,28 +4951,28 @@
       has_default_value=False, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='moving_average_fraction', full_name='caffe.BatchNormParameter.moving_average_fraction', index=1,
       number=2, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0.999),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='eps', full_name='caffe.BatchNormParameter.eps', index=2,
       number=3, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1e-05),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -4996,28 +4996,28 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='num_axes', full_name='caffe.BiasParameter.num_axes', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='filler', full_name='caffe.BiasParameter.filler', index=2,
       number=3, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -5041,21 +5041,21 @@
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='legacy_version', full_name='caffe.ContrastiveLossParameter.legacy_version', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -5079,70 +5079,70 @@
       has_default_value=True, default_value=7,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -5166,133 +5166,133 @@
       has_default_value=True, default_value=13,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0.2),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0.2),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -5316,21 +5316,21 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -5354,63 +5354,63 @@
       has_default_value=True, default_value=7,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(-1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -5418,7 +5418,7 @@
   enum_types=[
     _EVALDETECTIONPARAMETER_SCORETYPE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -5442,126 +5442,126 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='bias_term', full_name='caffe.ConvolutionParameter.bias_term', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='pad', full_name='caffe.ConvolutionParameter.pad', index=2,
       number=3, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='kernel_size', full_name='caffe.ConvolutionParameter.kernel_size', index=3,
       number=4, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='stride', full_name='caffe.ConvolutionParameter.stride', index=4,
       number=6, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='dilation', full_name='caffe.ConvolutionParameter.dilation', index=5,
       number=18, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='pad_h', full_name='caffe.ConvolutionParameter.pad_h', index=6,
       number=9, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='pad_w', full_name='caffe.ConvolutionParameter.pad_w', index=7,
       number=10, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='kernel_h', full_name='caffe.ConvolutionParameter.kernel_h', index=8,
       number=11, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='kernel_w', full_name='caffe.ConvolutionParameter.kernel_w', index=9,
       number=12, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='stride_h', full_name='caffe.ConvolutionParameter.stride_h', index=10,
       number=13, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='stride_w', full_name='caffe.ConvolutionParameter.stride_w', index=11,
       number=14, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='group', full_name='caffe.ConvolutionParameter.group', index=12,
       number=5, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='weight_filler', full_name='caffe.ConvolutionParameter.weight_filler', index=13,
       number=7, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='bias_filler', full_name='caffe.ConvolutionParameter.bias_filler', index=14,
       number=8, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='engine', full_name='caffe.ConvolutionParameter.engine', index=15,
       number=15, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.ConvolutionParameter.axis', index=16,
       number=16, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='force_nd_im2col', full_name='caffe.ConvolutionParameter.force_nd_im2col', index=17,
       number=17, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -5569,7 +5569,7 @@
   enum_types=[
     _CONVOLUTIONPARAMETER_ENGINE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -5593,21 +5593,21 @@
       has_default_value=True, default_value=2,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='offset', full_name='caffe.CropParameter.offset', index=1,
       number=2, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -5631,77 +5631,77 @@
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='batch_size', full_name='caffe.DataParameter.batch_size', index=1,
       number=4, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='rand_skip', full_name='caffe.DataParameter.rand_skip', index=2,
       number=7, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='backend', full_name='caffe.DataParameter.backend', index=3,
       number=8, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.DataParameter.scale', index=4,
       number=2, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='mean_file', full_name='caffe.DataParameter.mean_file', index=5,
       number=3, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='crop_size', full_name='caffe.DataParameter.crop_size', index=6,
       number=5, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='mirror', full_name='caffe.DataParameter.mirror', index=7,
       number=6, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='force_encoded_color', full_name='caffe.DataParameter.force_encoded_color', index=8,
       number=9, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='prefetch', full_name='caffe.DataParameter.prefetch', index=9,
       number=10, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=4,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -5709,7 +5709,7 @@
   enum_types=[
     _DATAPARAMETER_DB,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -5733,49 +5733,49 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='background_label_id', full_name='caffe.DetectionEvaluateParameter.background_label_id', index=1,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='overlap_threshold', full_name='caffe.DetectionEvaluateParameter.overlap_threshold', index=2,
       number=3, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='evaluate_difficult_gt', full_name='caffe.DetectionEvaluateParameter.evaluate_difficult_gt', index=3,
       number=4, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='name_size_file', full_name='caffe.DetectionEvaluateParameter.name_size_file', index=4,
       number=5, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='resize_param', full_name='caffe.DetectionEvaluateParameter.resize_param', index=5,
       number=6, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -5799,28 +5799,28 @@
       has_default_value=True, default_value=float(0.3),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='top_k', full_name='caffe.NonMaximumSuppressionParameter.top_k', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='eta', full_name='caffe.NonMaximumSuppressionParameter.eta', index=2,
       number=3, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -5844,56 +5844,56 @@
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='output_name_prefix', full_name='caffe.SaveOutputParameter.output_name_prefix', index=1,
       number=2, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='output_format', full_name='caffe.SaveOutputParameter.output_format', index=2,
       number=3, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='label_map_file', full_name='caffe.SaveOutputParameter.label_map_file', index=3,
       number=4, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='name_size_file', full_name='caffe.SaveOutputParameter.name_size_file', index=4,
       number=5, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='num_test_image', full_name='caffe.SaveOutputParameter.num_test_image', index=5,
       number=6, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='resize_param', full_name='caffe.SaveOutputParameter.resize_param', index=6,
       number=7, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -5917,91 +5917,91 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='share_location', full_name='caffe.DetectionOutputParameter.share_location', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='background_label_id', full_name='caffe.DetectionOutputParameter.background_label_id', index=2,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='nms_param', full_name='caffe.DetectionOutputParameter.nms_param', index=3,
       number=4, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='save_output_param', full_name='caffe.DetectionOutputParameter.save_output_param', index=4,
       number=5, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='code_type', full_name='caffe.DetectionOutputParameter.code_type', index=5,
       number=6, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='variance_encoded_in_target', full_name='caffe.DetectionOutputParameter.variance_encoded_in_target', index=6,
       number=8, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='keep_top_k', full_name='caffe.DetectionOutputParameter.keep_top_k', index=7,
       number=7, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=-1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='confidence_threshold', full_name='caffe.DetectionOutputParameter.confidence_threshold', index=8,
       number=9, type=2, cpp_type=6, label=1,
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='visualize', full_name='caffe.DetectionOutputParameter.visualize', index=9,
       number=10, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='visualize_threshold', full_name='caffe.DetectionOutputParameter.visualize_threshold', index=10,
       number=11, type=2, cpp_type=6, label=1,
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='save_file', full_name='caffe.DetectionOutputParameter.save_file', index=11,
       number=12, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -6025,21 +6025,21 @@
       has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -6063,49 +6063,49 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='shape', full_name='caffe.DummyDataParameter.shape', index=1,
       number=6, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='num', full_name='caffe.DummyDataParameter.num', index=2,
       number=2, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='channels', full_name='caffe.DummyDataParameter.channels', index=3,
       number=3, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='height', full_name='caffe.DummyDataParameter.height', index=4,
       number=4, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='width', full_name='caffe.DummyDataParameter.width', index=5,
       number=5, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -6129,21 +6129,21 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='coeff', full_name='caffe.EltwiseParameter.coeff', index=1,
       number=2, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='stable_prod_grad', full_name='caffe.EltwiseParameter.stable_prod_grad', index=2,
       number=3, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -6151,7 +6151,7 @@
   enum_types=[
     _ELTWISEPARAMETER_ELTWISEOP,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -6175,14 +6175,14 @@
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -6206,42 +6206,42 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='input_dim', full_name='caffe.EmbedParameter.input_dim', index=1,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='bias_term', full_name='caffe.EmbedParameter.bias_term', index=2,
       number=3, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='weight_filler', full_name='caffe.EmbedParameter.weight_filler', index=3,
       number=4, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='bias_filler', full_name='caffe.EmbedParameter.bias_filler', index=4,
       number=5, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -6265,28 +6265,28 @@
       has_default_value=True, default_value=float(-1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.ExpParameter.scale', index=1,
       number=2, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='shift', full_name='caffe.ExpParameter.shift', index=2,
       number=3, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -6310,21 +6310,21 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='end_axis', full_name='caffe.FlattenParameter.end_axis', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=-1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -6348,28 +6348,28 @@
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='batch_size', full_name='caffe.HDF5DataParameter.batch_size', index=1,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='shuffle', full_name='caffe.HDF5DataParameter.shuffle', index=2,
       number=3, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -6393,14 +6393,14 @@
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -6424,7 +6424,7 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -6432,7 +6432,7 @@
   enum_types=[
     _HINGELOSSPARAMETER_NORM,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -6456,91 +6456,91 @@
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='batch_size', full_name='caffe.ImageDataParameter.batch_size', index=1,
       number=4, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='rand_skip', full_name='caffe.ImageDataParameter.rand_skip', index=2,
       number=7, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='shuffle', full_name='caffe.ImageDataParameter.shuffle', index=3,
       number=8, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='new_height', full_name='caffe.ImageDataParameter.new_height', index=4,
       number=9, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='new_width', full_name='caffe.ImageDataParameter.new_width', index=5,
       number=10, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='is_color', full_name='caffe.ImageDataParameter.is_color', index=6,
       number=11, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.ImageDataParameter.scale', index=7,
       number=2, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='mean_file', full_name='caffe.ImageDataParameter.mean_file', index=8,
       number=3, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='crop_size', full_name='caffe.ImageDataParameter.crop_size', index=9,
       number=5, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='mirror', full_name='caffe.ImageDataParameter.mirror', index=10,
       number=6, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='root_folder', full_name='caffe.ImageDataParameter.root_folder', index=11,
       number=12, type=9, cpp_type=9, label=1,
       has_default_value=True, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -6564,14 +6564,14 @@
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -6595,56 +6595,56 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='bias_term', full_name='caffe.InnerProductParameter.bias_term', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='weight_filler', full_name='caffe.InnerProductParameter.weight_filler', index=2,
       number=3, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='bias_filler', full_name='caffe.InnerProductParameter.bias_filler', index=3,
       number=4, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.InnerProductParameter.axis', index=4,
       number=5, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='transpose', full_name='caffe.InnerProductParameter.transpose', index=5,
       number=6, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -6668,14 +6668,14 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -6699,28 +6699,28 @@
       has_default_value=True, default_value=float(-1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.LogParameter.scale', index=1,
       number=2, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='shift', full_name='caffe.LogParameter.shift', index=2,
       number=3, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -6744,42 +6744,42 @@
       has_default_value=True, default_value=5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='alpha', full_name='caffe.LRNParameter.alpha', index=1,
       number=2, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='beta', full_name='caffe.LRNParameter.beta', index=2,
       number=3, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0.75),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='norm_region', full_name='caffe.LRNParameter.norm_region', index=3,
       number=4, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='k', full_name='caffe.LRNParameter.k', index=4,
       number=5, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='engine', full_name='caffe.LRNParameter.engine', index=5,
       number=6, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -6788,7 +6788,7 @@
     _LRNPARAMETER_NORMREGION,
     _LRNPARAMETER_ENGINE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -6812,35 +6812,35 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='channels', full_name='caffe.MemoryDataParameter.channels', index=1,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='height', full_name='caffe.MemoryDataParameter.height', index=2,
       number=3, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='width', full_name='caffe.MemoryDataParameter.width', index=3,
       number=4, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -6864,154 +6864,154 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='conf_loss_type', full_name='caffe.MultiBoxLossParameter.conf_loss_type', index=1,
       number=2, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='loc_weight', full_name='caffe.MultiBoxLossParameter.loc_weight', index=2,
       number=3, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='num_classes', full_name='caffe.MultiBoxLossParameter.num_classes', index=3,
       number=4, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='share_location', full_name='caffe.MultiBoxLossParameter.share_location', index=4,
       number=5, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='match_type', full_name='caffe.MultiBoxLossParameter.match_type', index=5,
       number=6, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='overlap_threshold', full_name='caffe.MultiBoxLossParameter.overlap_threshold', index=6,
       number=7, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='use_prior_for_matching', full_name='caffe.MultiBoxLossParameter.use_prior_for_matching', index=7,
       number=8, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='background_label_id', full_name='caffe.MultiBoxLossParameter.background_label_id', index=8,
       number=9, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='use_difficult_gt', full_name='caffe.MultiBoxLossParameter.use_difficult_gt', index=9,
       number=10, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='do_neg_mining', full_name='caffe.MultiBoxLossParameter.do_neg_mining', index=10,
       number=11, type=8, cpp_type=7, label=1,
       has_default_value=False, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='neg_pos_ratio', full_name='caffe.MultiBoxLossParameter.neg_pos_ratio', index=11,
       number=12, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(3),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='neg_overlap', full_name='caffe.MultiBoxLossParameter.neg_overlap', index=12,
       number=13, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='code_type', full_name='caffe.MultiBoxLossParameter.code_type', index=13,
       number=14, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='encode_variance_in_target', full_name='caffe.MultiBoxLossParameter.encode_variance_in_target', index=14,
       number=16, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='map_object_to_agnostic', full_name='caffe.MultiBoxLossParameter.map_object_to_agnostic', index=15,
       number=17, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='ignore_cross_boundary_bbox', full_name='caffe.MultiBoxLossParameter.ignore_cross_boundary_bbox', index=16,
       number=18, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='bp_inside', full_name='caffe.MultiBoxLossParameter.bp_inside', index=17,
       number=19, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='mining_type', full_name='caffe.MultiBoxLossParameter.mining_type', index=18,
       number=20, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='nms_param', full_name='caffe.MultiBoxLossParameter.nms_param', index=19,
       number=21, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='sample_size', full_name='caffe.MultiBoxLossParameter.sample_size', index=20,
       number=22, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=64,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='use_prior_for_nms', full_name='caffe.MultiBoxLossParameter.use_prior_for_nms', index=21,
       number=23, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -7022,7 +7022,7 @@
     _MULTIBOXLOSSPARAMETER_MATCHTYPE,
     _MULTIBOXLOSSPARAMETER_MININGTYPE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -7046,14 +7046,14 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -7077,28 +7077,28 @@
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='across_channels', full_name='caffe.MVNParameter.across_channels', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='eps', full_name='caffe.MVNParameter.eps', index=2,
       number=3, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1e-09),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -7122,14 +7122,14 @@
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -7153,91 +7153,91 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='pad', full_name='caffe.PoolingParameter.pad', index=1,
       number=4, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='pad_h', full_name='caffe.PoolingParameter.pad_h', index=2,
       number=9, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='pad_w', full_name='caffe.PoolingParameter.pad_w', index=3,
       number=10, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='kernel_size', full_name='caffe.PoolingParameter.kernel_size', index=4,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='kernel_h', full_name='caffe.PoolingParameter.kernel_h', index=5,
       number=5, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='kernel_w', full_name='caffe.PoolingParameter.kernel_w', index=6,
       number=6, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='stride', full_name='caffe.PoolingParameter.stride', index=7,
       number=3, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='stride_h', full_name='caffe.PoolingParameter.stride_h', index=8,
       number=7, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='stride_w', full_name='caffe.PoolingParameter.stride_w', index=9,
       number=8, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='engine', full_name='caffe.PoolingParameter.engine', index=10,
       number=11, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='global_pooling', full_name='caffe.PoolingParameter.global_pooling', index=11,
       number=12, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -7246,7 +7246,7 @@
     _POOLINGPARAMETER_POOLMETHOD,
     _POOLINGPARAMETER_ENGINE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -7270,28 +7270,28 @@
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.PowerParameter.scale', index=1,
       number=2, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='shift', full_name='caffe.PowerParameter.shift', index=2,
       number=3, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -7315,91 +7315,91 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='max_size', full_name='caffe.PriorBoxParameter.max_size', index=1,
       number=2, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='aspect_ratio', full_name='caffe.PriorBoxParameter.aspect_ratio', index=2,
       number=3, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='flip', full_name='caffe.PriorBoxParameter.flip', index=3,
       number=4, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='clip', full_name='caffe.PriorBoxParameter.clip', index=4,
       number=5, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='variance', full_name='caffe.PriorBoxParameter.variance', index=5,
       number=6, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='img_size', full_name='caffe.PriorBoxParameter.img_size', index=6,
       number=7, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='img_h', full_name='caffe.PriorBoxParameter.img_h', index=7,
       number=8, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='img_w', full_name='caffe.PriorBoxParameter.img_w', index=8,
       number=9, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='step', full_name='caffe.PriorBoxParameter.step', index=9,
       number=10, type=2, cpp_type=6, label=1,
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='step_h', full_name='caffe.PriorBoxParameter.step_h', index=10,
       number=11, type=2, cpp_type=6, label=1,
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='step_w', full_name='caffe.PriorBoxParameter.step_w', index=11,
       number=12, type=2, cpp_type=6, label=1,
       has_default_value=False, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='offset', full_name='caffe.PriorBoxParameter.offset', index=12,
       number=13, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -7407,7 +7407,7 @@
   enum_types=[
     _PRIORBOXPARAMETER_CODETYPE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -7431,35 +7431,35 @@
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='layer', full_name='caffe.PythonParameter.layer', index=1,
       number=2, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='param_str', full_name='caffe.PythonParameter.param_str', index=2,
       number=3, type=9, cpp_type=9, label=1,
       has_default_value=True, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='share_in_parallel', full_name='caffe.PythonParameter.share_in_parallel', index=3,
       number=4, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -7483,42 +7483,42 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='weight_filler', full_name='caffe.RecurrentParameter.weight_filler', index=1,
       number=2, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='bias_filler', full_name='caffe.RecurrentParameter.bias_filler', index=2,
       number=3, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='debug_info', full_name='caffe.RecurrentParameter.debug_info', index=3,
       number=4, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='expose_hidden', full_name='caffe.RecurrentParameter.expose_hidden', index=4,
       number=5, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -7542,21 +7542,21 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.ReductionParameter.axis', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='coeff', full_name='caffe.ReductionParameter.coeff', index=2,
       number=3, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -7564,7 +7564,7 @@
   enum_types=[
     _REDUCTIONPARAMETER_REDUCTIONOP,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -7588,14 +7588,14 @@
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='engine', full_name='caffe.ReLUParameter.engine', index=1,
       number=2, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -7603,7 +7603,7 @@
   enum_types=[
     _RELUPARAMETER_ENGINE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -7627,28 +7627,28 @@
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.ReshapeParameter.axis', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='num_axes', full_name='caffe.ReshapeParameter.num_axes', index=2,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=-1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -7672,28 +7672,28 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='pooled_w', full_name='caffe.ROIPoolingParameter.pooled_w', index=1,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='spatial_scale', full_name='caffe.ROIPoolingParameter.spatial_scale', index=2,
       number=3, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -7717,56 +7717,56 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='num_axes', full_name='caffe.ScaleParameter.num_axes', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='filler', full_name='caffe.ScaleParameter.filler', index=2,
       number=3, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='bias_term', full_name='caffe.ScaleParameter.bias_term', index=3,
       number=4, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='bias_filler', full_name='caffe.ScaleParameter.bias_filler', index=4,
       number=5, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -7790,7 +7790,7 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -7798,7 +7798,7 @@
   enum_types=[
     _SIGMOIDPARAMETER_ENGINE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -7822,14 +7822,14 @@
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -7853,28 +7853,28 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='slice_point', full_name='caffe.SliceParameter.slice_point', index=1,
       number=2, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='slice_dim', full_name='caffe.SliceParameter.slice_dim', index=2,
       number=1, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -7898,14 +7898,14 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.SoftmaxParameter.axis', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -7913,7 +7913,7 @@
   enum_types=[
     _SOFTMAXPARAMETER_ENGINE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -7937,7 +7937,7 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -7945,7 +7945,7 @@
   enum_types=[
     _TANHPARAMETER_ENGINE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -7969,21 +7969,21 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='tiles', full_name='caffe.TileParameter.tiles', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -8007,14 +8007,14 @@
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -8038,98 +8038,98 @@
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.WindowDataParameter.scale', index=1,
       number=2, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='mean_file', full_name='caffe.WindowDataParameter.mean_file', index=2,
       number=3, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='batch_size', full_name='caffe.WindowDataParameter.batch_size', index=3,
       number=4, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='crop_size', full_name='caffe.WindowDataParameter.crop_size', index=4,
       number=5, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='mirror', full_name='caffe.WindowDataParameter.mirror', index=5,
       number=6, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='fg_threshold', full_name='caffe.WindowDataParameter.fg_threshold', index=6,
       number=7, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='bg_threshold', full_name='caffe.WindowDataParameter.bg_threshold', index=7,
       number=8, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='fg_fraction', full_name='caffe.WindowDataParameter.fg_fraction', index=8,
       number=9, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0.25),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='context_pad', full_name='caffe.WindowDataParameter.context_pad', index=9,
       number=10, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='crop_mode', full_name='caffe.WindowDataParameter.crop_mode', index=10,
       number=11, type=9, cpp_type=9, label=1,
       has_default_value=True, default_value=_b("warp").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='cache_images', full_name='caffe.WindowDataParameter.cache_images', index=11,
       number=12, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='root_folder', full_name='caffe.WindowDataParameter.root_folder', index=12,
       number=13, type=9, cpp_type=9, label=1,
       has_default_value=True, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -8153,21 +8153,21 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='pool', full_name='caffe.SPPParameter.pool', index=1,
       number=2, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='engine', full_name='caffe.SPPParameter.engine', index=2,
       number=6, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -8176,7 +8176,7 @@
     _SPPPARAMETER_POOLMETHOD,
     _SPPPARAMETER_ENGINE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -8200,315 +8200,315 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='top', full_name='caffe.V1LayerParameter.top', index=1,
       number=3, type=9, cpp_type=9, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='name', full_name='caffe.V1LayerParameter.name', index=2,
       number=4, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
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       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
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       is_extension=False, extension_scope=None,
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       is_extension=False, extension_scope=None,
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       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
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       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
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       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
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       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
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-      serialized_options=None, file=DESCRIPTOR),
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-      serialized_options=None, file=DESCRIPTOR),
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       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
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       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
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       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       number=200, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -8517,7 +8517,7 @@
     _V1LAYERPARAMETER_LAYERTYPE,
     _V1LAYERPARAMETER_DIMCHECKMODE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -8541,266 +8541,266 @@
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
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       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
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       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
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       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
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       number=15, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(0.75),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='k', full_name='caffe.V0LayerParameter.k', index=15,
       number=22, type=2, cpp_type=6, label=1,
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0.25),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='det_crop_mode', full_name='caffe.V0LayerParameter.det_crop_mode', index=30,
       number=59, type=9, cpp_type=9, label=1,
       has_default_value=True, default_value=_b("warp").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='new_num', full_name='caffe.V0LayerParameter.new_num', index=31,
       number=60, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='new_channels', full_name='caffe.V0LayerParameter.new_channels', index=32,
       number=61, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='new_height', full_name='caffe.V0LayerParameter.new_height', index=33,
       number=62, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='new_width', full_name='caffe.V0LayerParameter.new_width', index=34,
       number=63, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='shuffle_images', full_name='caffe.V0LayerParameter.shuffle_images', index=35,
       number=64, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='concat_dim', full_name='caffe.V0LayerParameter.concat_dim', index=36,
       number=65, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='hdf5_output_param', full_name='caffe.V0LayerParameter.hdf5_output_param', index=37,
       number=1001, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -8808,7 +8808,7 @@
   enum_types=[
     _V0LAYERPARAMETER_POOLMETHOD,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -8832,21 +8832,21 @@
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='channel_shared', full_name='caffe.PReLUParameter.channel_shared', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -8870,63 +8870,63 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -8950,28 +8950,28 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='device_id', full_name='caffe.VideoDataParameter.device_id', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='video_file', full_name='caffe.VideoDataParameter.video_file', index=2,
       number=3, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _descriptor.FieldDescriptor(
       name='skip_frames', full_name='caffe.VideoDataParameter.skip_frames', index=3,
       number=4, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -8979,7 +8979,7 @@
   enum_types=[
     _VIDEODATAPARAMETER_VIDEOTYPE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -9003,28 +9003,28 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -9048,63 +9048,63 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -9112,7 +9112,7 @@
   enum_types=[
     _MARGININNERPRODUCTPARAMETER_MARGINTYPE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -9136,35 +9136,35 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0.35),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -9188,133 +9188,133 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
@@ -9322,7 +9322,7 @@
   enum_types=[
     _DEFORMABLECONVOLUTIONPARAMETER_ENGINE,
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -9346,21 +9346,21 @@
       has_default_value=True, default_value=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -9384,56 +9384,56 @@
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(1000),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(0),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -9457,21 +9457,21 @@
       has_default_value=True, default_value=float(0.5),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -9495,21 +9495,21 @@
       has_default_value=True, default_value=float(4),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -9533,35 +9533,35 @@
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -9585,28 +9585,28 @@
       has_default_value=True, default_value=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -9630,56 +9630,56 @@
       has_default_value=True, default_value=float(0.2),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
@@ -9703,28 +9703,28 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
     _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=float(1),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR),
+      options=None, file=DESCRIPTOR),
   ],
   extensions=[
   ],
   nested_types=[],
   enum_types=[
   ],
-  serialized_options=None,
+  options=None,
   is_extendable=False,
   syntax='proto2',
   extension_ranges=[],
diff --git a/Caffe/layer_param.py b/Caffe/layer_param.py
old mode 100644
new mode 100755
index d21130f..1996e4b
--- a/Caffe/layer_param.py
+++ b/Caffe/layer_param.py
@@ -73,13 +73,18 @@ def conv_param(self, num_output, kernel_size, stride=(1), pad=(0,),
             conv_param.group=groups
         self.param.convolution_param.CopyFrom(conv_param)
 
-    def pool_param(self,type='MAX',kernel_size=2,stride=2,pad=None):
+    def pool_param(self,type='MAX',kernel_size=2,stride=2,pad=None, ceil_mode = True):
         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
         if pad:
-            pool_param.pad=pad
+            if isinstance(pad,tuple):
+                pool_param.pad_h = pad[0]
+                pool_param.pad_w = pad[1]
+            else:
+                pool_param.pad=pad
         self.param.pooling_param.CopyFrom(pool_param)
 
     def batch_norm_param(self,use_global_stats=0,moving_average_fraction=None,eps=None):
diff --git a/README.md b/README.md
index 1dea329..befc913 100644
--- a/README.md
+++ b/README.md
@@ -9,7 +9,7 @@
 
 1. Converting a pytorch model to caffe model.
 2. Some convenient tools of manipulate caffemodel and prototxt quickly(like get or set weights of layers).
-3. Support pytorch version >= 0.2.(Have tested on 0.3,0.3.1, 0.4, 0.4.1 ,1.0)
+3. Support pytorch version >= 0.2.(Have tested on 0.3,0.3.1, 0.4, 0.4.1 ,1.0,1.1,1.2)
 4. Analysing a model, get the operations number(ops) in every layers.
 
 ### requirements
@@ -53,7 +53,7 @@ For example `python pytorch_analyser.py example/resnet_pytorch_analysis_example.
 
 ## Pytorch to Caffe
 
-The new version of pytorch_to_caffe supporting the newest version(from 0.2.0 to 0.4.1) of pytorch.
+The new version of pytorch_to_caffe supporting the newest version(from 0.2.0 to 1.2.0) of pytorch.
 NOTICE: The transfer output will be somewhat different with the original model, caused by implementation difference.
 
 - Supporting layers types: 
@@ -88,15 +88,26 @@ such as AlexNet(tested), VGG(tested), ResNet(fixed the bug in origin repo which
 The supported layers concluded the most popular layers and operations.
  The other layer types will be added soon, you can ask me to add them in issues.
 
-Example: please see file `example/alexnet_pytorch_to_caffe.py`. Just Run `python3 example/alexnet_pytorch_to_caffe.py`
+Example: please see file `example/alexnet_pytorch_to_caffe.py`. Just Run `python3 example/alexnet_pytorch_to_caffe.py`.
 
-# Deploy verify
+Attention:
+the main difference from convert model is the BN layer,you should pay more attention to the BN parameters like  momentum=0.1, eps=1e-5.
+
+# Deploy verify(Very Important)
 After Converter,we should use verify_deploy.py to verify the output of pytorch model and the convertted caffe model.
 If you want to verify the outputs of caffe and pytorch,you should make caffe and pytorch install in the same environment,anaconda is recommended.
 using following script,we can install caffe-gpu(master branch). 
 ```angular2html
 conda install caffe-gpu pytorch cudatoolkit=9.0 -c pytorch 
 
+```
+other way,we can use docker,and in https://github.com/ufoym/deepo,for cuda9
+```
+docker pull ufoym/deepo:all-py36-cu90
+```
+for cuda10
+```
+docker pull ufoym/deepo:all-py36-cu100
 ```
 
 please see file `example/verify_deploy.py`,it can verify the output of pytorch model and the convertted caffe model in the same input.
diff --git a/pytorch_to_caffe.py b/pytorch_to_caffe.py
old mode 100644
new mode 100755
index e3af418..0f5b0f2
--- a/pytorch_to_caffe.py
+++ b/pytorch_to_caffe.py
@@ -118,7 +118,7 @@ def _conv_transpose2d(raw,input, weight, bias=None, stride=1, padding=0, output_
     layer=caffe_net.Layer_param(name=name, type='Deconvolution',
                                 bottom=[log.blobs(input)], top=[log.blobs(x)])
     layer.conv_param(x.size()[1],weight.size()[2:],stride=_pair(stride),
-                     pad=_pair(padding),dilation=_pair(dilation),bias_term=bias is not None)
+                     pad=_pair(padding),dilation=_pair(dilation),bias_term=bias is not None, groups = groups)
     if bias is not None:
         layer.add_data(weight.cpu().data.numpy(),bias.cpu().data.numpy())
     else:
@@ -164,7 +164,7 @@ def _pool(type,raw,input,x,kernel_size,stride,padding,ceil_mode):
     # TODO w,h different kernel, stride and padding
     # processing ceil mode
     layer.pool_param(kernel_size=kernel_size, stride=kernel_size if stride is None else stride,
-                     pad=padding, type=type.upper())
+                     pad=padding, type=type.upper() , ceil_mode = ceil_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 d486db2e1a759f0a4315e943606c937113c3a96d Mon Sep 17 00:00:00 2001
From: Shining <wangdong_cn@qq.com>
Date: Wed, 28 Aug 2019 11:26:27 +0800
Subject: [PATCH 2/5] add sigmoid

---
 Caffe/ReadMe.md     |  2 +-
 README.md           |  2 +-
 pytorch_to_caffe.py | 17 +++++++++++++++++
 3 files changed, 19 insertions(+), 2 deletions(-)

diff --git a/Caffe/ReadMe.md b/Caffe/ReadMe.md
index 7f99204..382b820 100644
--- a/Caffe/ReadMe.md
+++ b/Caffe/ReadMe.md
@@ -1,4 +1,4 @@
-# The Caffe in nn_tools Provides some convenient API
+# The Caffe in PytorchToCaffe Provides some convenient API
 If there are some problem in parse your prototxt or caffemodel, Please replace
 the caffe.proto with your own version and compile it with command
                    `protoc --python_out ./ caffe.proto`
diff --git a/README.md b/README.md
index befc913..3a5cfa1 100644
--- a/README.md
+++ b/README.md
@@ -75,7 +75,7 @@ dropout -> Dropout,
  instance_norm -> BatchNorm,Scale,
  _interpolate  ->  Upsample
  
-- Supporting operations: torch.split, torch.max, torch.cat
+- Supporting operations: torch.split, torch.max, torch.cat ,torch.sigmoid
 - Supporting tensor Variable operations: var.view, + (add), += (iadd), -(sub), -=(isub)
  \* (mul) *= (imul)
 
diff --git a/pytorch_to_caffe.py b/pytorch_to_caffe.py
index 0f5b0f2..544125d 100755
--- a/pytorch_to_caffe.py
+++ b/pytorch_to_caffe.py
@@ -398,6 +398,21 @@ def _interpolate(raw, input,size=None, scale_factor=None, mode='nearest', align_
     log.cnet.add_layer(layer)
     return x
 
+
+#upsample layer
+def _sigmoid(raw, input):
+    # Applies the element-wise function:
+    # 
+    # Sigmoid(x)= 1/(1+exp(−x)）
+    # 
+    # ​	
+    x = raw(input)
+    name = log.add_layer(name='sigmoid')
+    log.add_blobs([x], name='sigmoid_blob')
+    layer = caffe_net.Layer_param(name=name, type='Sigmoid',
+                                  bottom=[log.blobs(input)], top=[log.blobs(x)])
+    log.cnet.add_layer(layer)
+
 # ----- for Variable operations --------
 
 def _view(input, *args):
@@ -553,6 +568,8 @@ def __call__(self,*args,**kwargs):
 F.softmax=Rp(F.softmax,_softmax)
 F.conv_transpose2d=Rp(F.conv_transpose2d,_conv_transpose2d)
 F.interpolate = Rp(F.interpolate,_interpolate)
+F.sigmoid = Rp(F.sigmoid,_sigmoid)
+
 
 torch.split=Rp(torch.split,_split)
 torch.max=Rp(torch.max,_max)

From 0f45c7a89c4914ceed11451f8f0ede55bc467afd Mon Sep 17 00:00:00 2001
From: Shining <wangdong_cn@qq.com>
Date: Wed, 4 Sep 2019 09:27:15 +0800
Subject: [PATCH 3/5] add tanh

---
 pytorch_to_caffe.py | 17 ++++++++++++++++-
 1 file changed, 16 insertions(+), 1 deletion(-)

diff --git a/pytorch_to_caffe.py b/pytorch_to_caffe.py
index 544125d..57ee6c1 100755
--- a/pytorch_to_caffe.py
+++ b/pytorch_to_caffe.py
@@ -399,7 +399,7 @@ def _interpolate(raw, input,size=None, scale_factor=None, mode='nearest', align_
     return x
 
 
-#upsample layer
+#sigmid layer
 def _sigmoid(raw, input):
     # Applies the element-wise function:
     # 
@@ -413,6 +413,20 @@ def _sigmoid(raw, input):
                                   bottom=[log.blobs(input)], top=[log.blobs(x)])
     log.cnet.add_layer(layer)
 
+#tanh layer
+def _tanh(raw, input):
+    # Applies the element-wise function:
+    # 
+    # torch.nn.Tanh
+    # 
+    # ​	
+    x = raw(input)
+    name = log.add_layer(name='tanh')
+    log.add_blobs([x], name='tanh_blob')
+    layer = caffe_net.Layer_param(name=name, type='TanH',
+                                  bottom=[log.blobs(input)], top=[log.blobs(x)])
+    log.cnet.add_layer(layer)
+
 # ----- for Variable operations --------
 
 def _view(input, *args):
@@ -569,6 +583,7 @@ def __call__(self,*args,**kwargs):
 F.conv_transpose2d=Rp(F.conv_transpose2d,_conv_transpose2d)
 F.interpolate = Rp(F.interpolate,_interpolate)
 F.sigmoid = Rp(F.sigmoid,_sigmoid)
+F.tanh = Rp(F.tanh,_tanh)
 
 
 torch.split=Rp(torch.split,_split)

From 6f28cf938af31149a8ff4b8f7cb31cafe6d18bff Mon Sep 17 00:00:00 2001
From: Shining <wangdong_cn@qq.com>
Date: Fri, 1 Nov 2019 16:20:31 +0800
Subject: [PATCH 4/5] add more functions and fix bugs.

---
 Caffe/caffe.proto    |   51 +-
 Caffe/caffe_pb2.py   | 2855 +++++++++++++++++++++---------------------
 Caffe/layer_param.py |   35 +
 README.md            |   16 +-
 pytorch_to_caffe.py  |  137 +-
 5 files changed, 1606 insertions(+), 1488 deletions(-)

diff --git a/Caffe/caffe.proto b/Caffe/caffe.proto
index 4ea0811..6f290e0 100644
--- a/Caffe/caffe.proto
+++ b/Caffe/caffe.proto
@@ -565,6 +565,7 @@ message LayerParameter {
   optional RecurrentParameter recurrent_param = 146;
   optional ReductionParameter reduction_param = 136;
   optional ReLUParameter relu_param = 123;
+  optional ReLU6Parameter relu6_param = 208;
   optional ReshapeParameter reshape_param = 133;
   optional ROIPoolingParameter roi_pooling_param = 8266711; //roi pooling
   optional ScaleParameter scale_param = 142;
@@ -600,7 +601,7 @@ message LayerParameter {
   optional CropParameter crop_param = 167;
   optional DetectionEvaluateParameter detection_evaluate_param = 168;
   optional DetectionOutputParameter detection_output_param = 169;
-  //optional NormalizeParameter normalize_param = 170;
+  optional NormalizeParameter norm_param = 170;
   optional MultiBoxLossParameter multibox_loss_param = 171;
   optional PermuteParameter permute_param = 172;
   optional VideoDataParameter video_data_param = 173;
@@ -632,7 +633,7 @@ message LayerParameter {
   optional UpsampleParameter  upsample_param = 100003;
   optional MatMulParameter matmul_param = 100005;
   optional PassThroughParameter pass_through_param = 100004;
-  optional NormalizeParameter norm_param = 100001;
+  //optional NormalizeParameter norm_param = 100001;
 }
 
 //*********************add by wdd******************
@@ -658,13 +659,13 @@ message PassThroughParameter {
   optional uint32 block_width = 3 [default = 0];
 }
 
-message NormalizeParameter{
-optional bool across_spatial = 1 [default = true];
-optional FillerParameter scale_filler = 2;
-optional bool channel_shared = 3 [default = true];
-optional float eps = 4 [default = 1e-10];
-optional float sqrt_a = 5 [default = 1];
-}
+//message NormalizeParameter{
+//optional bool across_spatial = 1 [default = true];
+//optional FillerParameter scale_filler = 2;
+//optional bool channel_shared = 3 [default = true];
+//optional float eps = 4 [default = 1e-10];
+//optional float sqrt_a = 5 [default = 1];
+//}
 
 
 
@@ -1592,19 +1593,15 @@ message MultiBoxLossParameter {
 }
 
 // Message that stores parameters used by NormalizeLayer
-//message NormalizeParameter {
-//  //optional bool across_spatial = 1 [default = true];
-//  // Initial value of scale. Default is 1.0 for all
-//  //optional FillerParameter scale_filler = 2;
-//  // Whether or not scale parameters are shared across channels.
-//  //optional bool channel_shared = 3 [default = true];
-//  // Epsilon for not dividing by zero while normalizing variance
-//  //optional float eps = 4 [default = 1e-10];
-//  //**************************************************
-//  optional string normalize_type = 1 [default = "L2"];
-//  optional bool fix_gradient = 2 [default = false];
-//  optional bool bp_norm = 3 [default = false];
-//}
+message NormalizeParameter {
+  optional bool across_spatial = 1 [default = true];
+  // Initial value of scale. Default is 1.0 for all
+  optional FillerParameter scale_filler = 2;
+  // Whether or not scale parameters are shared across channels.
+  optional bool channel_shared = 3 [default = true];
+  // Epsilon for not dividing by zero while normalizing variance
+  optional float eps = 4 [default = 1e-10];
+}
 
 message PermuteParameter {
   // The new orders of the axes of data. Notice it should be with
@@ -1792,6 +1789,16 @@ message ReLUParameter {
   optional Engine engine = 2 [default = DEFAULT];
 }
 
+// Message that stores parameters used by ReLU6Layer
+message ReLU6Parameter {
+  enum Engine {
+    DEFAULT = 0;
+    CAFFE = 1;
+    CUDNN = 2;
+  }
+  optional Engine engine = 2 [default = DEFAULT];
+}
+
 message ReshapeParameter {
   // Specify the output dimensions. If some of the dimensions are set to 0,
   // the corresponding dimension from the bottom layer is used (unchanged).
diff --git a/Caffe/caffe_pb2.py b/Caffe/caffe_pb2.py
index 9ba205b..b2f578f 100644
--- a/Caffe/caffe_pb2.py
+++ b/Caffe/caffe_pb2.py
@@ -8,6 +8,7 @@
 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()
@@ -18,10 +19,9 @@
 DESCRIPTOR = _descriptor.FileDescriptor(
   name='caffe.proto',
   package='caffe',
-  syntax='proto2',
-  options=None,
-  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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 )
+_sym_db.RegisterFileDescriptor(DESCRIPTOR)
 
 _PHASE = _descriptor.EnumDescriptor(
   name='Phase',
@@ -40,8 +40,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=29109,
-  serialized_end=29137,
+  serialized_start=29252,
+  serialized_end=29280,
 )
 _sym_db.RegisterEnumDescriptor(_PHASE)
 
@@ -241,8 +241,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=10905,
-  serialized_end=10948,
+  serialized_start=10781,
+  serialized_end=10824,
 )
 _sym_db.RegisterEnumDescriptor(_BNPARAMETER_ENGINE)
 
@@ -263,8 +263,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=11083,
-  serialized_end=11113,
+  serialized_start=10959,
+  serialized_end=10989,
 )
 _sym_db.RegisterEnumDescriptor(_FOCALLOSSPARAMETER_TYPE)
 
@@ -289,8 +289,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=11899,
-  serialized_end=11970,
+  serialized_start=11775,
+  serialized_end=11846,
 )
 _sym_db.RegisterEnumDescriptor(_RESIZEPARAMETER_RESIZE_MODE)
 
@@ -315,8 +315,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=11972,
-  serialized_end=12030,
+  serialized_start=11848,
+  serialized_end=11906,
 )
 _sym_db.RegisterEnumDescriptor(_RESIZEPARAMETER_PAD_MODE)
 
@@ -349,8 +349,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=12032,
-  serialized_end=12105,
+  serialized_start=11908,
+  serialized_end=11981,
 )
 _sym_db.RegisterEnumDescriptor(_RESIZEPARAMETER_INTERP_MODE)
 
@@ -379,8 +379,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=13052,
-  serialized_end=13118,
+  serialized_start=12928,
+  serialized_end=12994,
 )
 _sym_db.RegisterEnumDescriptor(_LOSSPARAMETER_NORMALIZATIONMODE)
 
@@ -405,8 +405,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=14582,
-  serialized_end=14626,
+  serialized_start=14458,
+  serialized_end=14502,
 )
 _sym_db.RegisterEnumDescriptor(_EVALDETECTIONPARAMETER_SCORETYPE)
 
@@ -431,8 +431,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=10905,
-  serialized_end=10948,
+  serialized_start=10781,
+  serialized_end=10824,
 )
 _sym_db.RegisterEnumDescriptor(_CONVOLUTIONPARAMETER_ENGINE)
 
@@ -453,8 +453,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=15469,
-  serialized_end=15496,
+  serialized_start=15345,
+  serialized_end=15372,
 )
 _sym_db.RegisterEnumDescriptor(_DATAPARAMETER_DB)
 
@@ -479,8 +479,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=16856,
-  serialized_end=16895,
+  serialized_start=16732,
+  serialized_end=16771,
 )
 _sym_db.RegisterEnumDescriptor(_ELTWISEPARAMETER_ELTWISEOP)
 
@@ -501,8 +501,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=17430,
-  serialized_end=17452,
+  serialized_start=17306,
+  serialized_end=17328,
 )
 _sym_db.RegisterEnumDescriptor(_HINGELOSSPARAMETER_NORM)
 
@@ -523,8 +523,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=18345,
-  serialized_end=18398,
+  serialized_start=18221,
+  serialized_end=18274,
 )
 _sym_db.RegisterEnumDescriptor(_LRNPARAMETER_NORMREGION)
 
@@ -549,8 +549,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=10905,
-  serialized_end=10948,
+  serialized_start=10781,
+  serialized_end=10824,
 )
 _sym_db.RegisterEnumDescriptor(_LRNPARAMETER_ENGINE)
 
@@ -571,8 +571,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=19479,
-  serialized_end=19515,
+  serialized_start=19355,
+  serialized_end=19391,
 )
 _sym_db.RegisterEnumDescriptor(_MULTIBOXLOSSPARAMETER_LOCLOSSTYPE)
 
@@ -593,8 +593,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=19517,
-  serialized_end=19558,
+  serialized_start=19393,
+  serialized_end=19434,
 )
 _sym_db.RegisterEnumDescriptor(_MULTIBOXLOSSPARAMETER_CONFLOSSTYPE)
 
@@ -615,8 +615,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=19560,
-  serialized_end=19606,
+  serialized_start=19436,
+  serialized_end=19482,
 )
 _sym_db.RegisterEnumDescriptor(_MULTIBOXLOSSPARAMETER_MATCHTYPE)
 
@@ -641,8 +641,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=19608,
-  serialized_end=19666,
+  serialized_start=19484,
+  serialized_end=19542,
 )
 _sym_db.RegisterEnumDescriptor(_MULTIBOXLOSSPARAMETER_MININGTYPE)
 
@@ -667,8 +667,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=20213,
-  serialized_end=20259,
+  serialized_start=20238,
+  serialized_end=20284,
 )
 _sym_db.RegisterEnumDescriptor(_POOLINGPARAMETER_POOLMETHOD)
 
@@ -693,8 +693,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=10905,
-  serialized_end=10948,
+  serialized_start=10781,
+  serialized_end=10824,
 )
 _sym_db.RegisterEnumDescriptor(_POOLINGPARAMETER_ENGINE)
 
@@ -719,8 +719,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=20632,
-  serialized_end=20688,
+  serialized_start=20657,
+  serialized_end=20713,
 )
 _sym_db.RegisterEnumDescriptor(_PRIORBOXPARAMETER_CODETYPE)
 
@@ -749,8 +749,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=21111,
-  serialized_end=21164,
+  serialized_start=21136,
+  serialized_end=21189,
 )
 _sym_db.RegisterEnumDescriptor(_REDUCTIONPARAMETER_REDUCTIONOP)
 
@@ -775,11 +775,37 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=10905,
-  serialized_end=10948,
+  serialized_start=10781,
+  serialized_end=10824,
 )
 _sym_db.RegisterEnumDescriptor(_RELUPARAMETER_ENGINE)
 
+_RELU6PARAMETER_ENGINE = _descriptor.EnumDescriptor(
+  name='Engine',
+  full_name='caffe.ReLU6Parameter.Engine',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='DEFAULT', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CAFFE', index=1, number=1,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CUDNN', index=2, number=2,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=10781,
+  serialized_end=10824,
+)
+_sym_db.RegisterEnumDescriptor(_RELU6PARAMETER_ENGINE)
+
 _SIGMOIDPARAMETER_ENGINE = _descriptor.EnumDescriptor(
   name='Engine',
   full_name='caffe.SigmoidParameter.Engine',
@@ -801,8 +827,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=10905,
-  serialized_end=10948,
+  serialized_start=10781,
+  serialized_end=10824,
 )
 _sym_db.RegisterEnumDescriptor(_SIGMOIDPARAMETER_ENGINE)
 
@@ -827,8 +853,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=10905,
-  serialized_end=10948,
+  serialized_start=10781,
+  serialized_end=10824,
 )
 _sym_db.RegisterEnumDescriptor(_SOFTMAXPARAMETER_ENGINE)
 
@@ -853,8 +879,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=10905,
-  serialized_end=10948,
+  serialized_start=10781,
+  serialized_end=10824,
 )
 _sym_db.RegisterEnumDescriptor(_TANHPARAMETER_ENGINE)
 
@@ -879,8 +905,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=20213,
-  serialized_end=20259,
+  serialized_start=20238,
+  serialized_end=20284,
 )
 _sym_db.RegisterEnumDescriptor(_SPPPARAMETER_POOLMETHOD)
 
@@ -905,8 +931,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=10905,
-  serialized_end=10948,
+  serialized_start=10781,
+  serialized_end=10824,
 )
 _sym_db.RegisterEnumDescriptor(_SPPPARAMETER_ENGINE)
 
@@ -1079,8 +1105,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=24862,
-  serialized_end=25462,
+  serialized_start=25005,
+  serialized_end=25605,
 )
 _sym_db.RegisterEnumDescriptor(_V1LAYERPARAMETER_LAYERTYPE)
 
@@ -1127,8 +1153,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=20213,
-  serialized_end=20259,
+  serialized_start=20238,
+  serialized_end=20284,
 )
 _sym_db.RegisterEnumDescriptor(_V0LAYERPARAMETER_POOLMETHOD)
 
@@ -1149,8 +1175,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=26946,
-  serialized_end=26980,
+  serialized_start=27089,
+  serialized_end=27123,
 )
 _sym_db.RegisterEnumDescriptor(_VIDEODATAPARAMETER_VIDEOTYPE)
 
@@ -1179,8 +1205,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=27372,
-  serialized_end=27435,
+  serialized_start=27515,
+  serialized_end=27578,
 )
 _sym_db.RegisterEnumDescriptor(_MARGININNERPRODUCTPARAMETER_MARGINTYPE)
 
@@ -1205,8 +1231,8 @@
   ],
   containing_type=None,
   options=None,
-  serialized_start=10905,
-  serialized_end=10948,
+  serialized_start=10781,
+  serialized_end=10824,
 )
 _sym_db.RegisterEnumDescriptor(_DEFORMABLECONVOLUTIONPARAMETER_ENGINE)
 
@@ -1224,7 +1250,7 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=_b('\020\001'), file=DESCRIPTOR),
+      options=_descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))),
   ],
   extensions=[
   ],
@@ -1233,7 +1259,6 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1255,63 +1280,63 @@
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='data', full_name='caffe.BlobProto.data', index=1,
       number=5, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=_b('\020\001'), file=DESCRIPTOR),
+      options=_descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))),
     _descriptor.FieldDescriptor(
       name='diff', full_name='caffe.BlobProto.diff', index=2,
       number=6, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=_b('\020\001'), file=DESCRIPTOR),
+      options=_descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))),
     _descriptor.FieldDescriptor(
       name='double_data', full_name='caffe.BlobProto.double_data', index=3,
       number=8, type=1, cpp_type=5, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=_b('\020\001'), file=DESCRIPTOR),
+      options=_descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))),
     _descriptor.FieldDescriptor(
       name='double_diff', full_name='caffe.BlobProto.double_diff', index=4,
       number=9, type=1, cpp_type=5, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=_b('\020\001'), file=DESCRIPTOR),
+      options=_descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))),
     _descriptor.FieldDescriptor(
       name='num', full_name='caffe.BlobProto.num', index=5,
       number=1, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='channels', full_name='caffe.BlobProto.channels', index=6,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='height', full_name='caffe.BlobProto.height', index=7,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='width', full_name='caffe.BlobProto.width', index=8,
       number=4, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -1320,7 +1345,6 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1342,7 +1366,7 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -1351,7 +1375,6 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1373,56 +1396,56 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='height', full_name='caffe.Datum.height', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='width', full_name='caffe.Datum.width', index=2,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='data', full_name='caffe.Datum.data', index=3,
       number=4, type=12, cpp_type=9, label=1,
       has_default_value=False, default_value=_b(""),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='label', full_name='caffe.Datum.label', index=4,
       number=5, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='float_data', full_name='caffe.Datum.float_data', index=5,
       number=6, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='encoded', full_name='caffe.Datum.encoded', index=6,
       number=7, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -1431,7 +1454,6 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1453,21 +1475,21 @@
       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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='display_name', full_name='caffe.LabelMapItem.display_name', index=2,
       number=3, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -1476,7 +1498,6 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1498,7 +1519,7 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -1507,7 +1528,6 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1526,31 +1546,31 @@
     _descriptor.FieldDescriptor(
       name='min_scale', full_name='caffe.Sampler.min_scale', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='max_scale', full_name='caffe.Sampler.max_scale', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='min_aspect_ratio', full_name='caffe.Sampler.min_aspect_ratio', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='max_aspect_ratio', full_name='caffe.Sampler.max_aspect_ratio', index=3,
       number=4, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -1559,7 +1579,6 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1578,45 +1597,45 @@
     _descriptor.FieldDescriptor(
       name='min_jaccard_overlap', full_name='caffe.SampleConstraint.min_jaccard_overlap', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='max_jaccard_overlap', full_name='caffe.SampleConstraint.max_jaccard_overlap', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='min_sample_coverage', full_name='caffe.SampleConstraint.min_sample_coverage', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='max_sample_coverage', full_name='caffe.SampleConstraint.max_sample_coverage', index=3,
       number=4, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='min_object_coverage', full_name='caffe.SampleConstraint.min_object_coverage', index=4,
       number=5, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='max_object_coverage', full_name='caffe.SampleConstraint.max_object_coverage', index=5,
       number=6, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -1625,7 +1644,6 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1647,35 +1665,35 @@
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -1684,7 +1702,6 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1706,14 +1723,14 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='emit_overlap', full_name='caffe.EmitConstraint.emit_overlap', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -1723,7 +1740,6 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1742,59 +1758,59 @@
     _descriptor.FieldDescriptor(
       name='xmin', full_name='caffe.NormalizedBBox.xmin', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='ymin', full_name='caffe.NormalizedBBox.ymin', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='xmax', full_name='caffe.NormalizedBBox.xmax', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='ymax', full_name='caffe.NormalizedBBox.ymax', index=3,
       number=4, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='score', full_name='caffe.NormalizedBBox.score', index=6,
       number=7, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='size', full_name='caffe.NormalizedBBox.size', index=7,
       number=8, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -1803,7 +1819,6 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1825,14 +1840,14 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -1841,7 +1856,6 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1863,14 +1877,14 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -1879,7 +1893,6 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1901,21 +1914,21 @@
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -1925,7 +1938,6 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1944,31 +1956,31 @@
     _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=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -1977,7 +1989,6 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -1999,21 +2010,21 @@
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -2022,7 +2033,6 @@
   ],
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   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
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@@ -2044,63 +2054,63 @@
       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, file=DESCRIPTOR),
+      options=None),
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       name='value', full_name='caffe.FillerParameter.value', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='max', full_name='caffe.FillerParameter.max', index=3,
       number=4, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='mean', full_name='caffe.FillerParameter.mean', index=4,
       number=5, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='std', full_name='caffe.FillerParameter.std', index=5,
       number=6, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='sparse', full_name='caffe.FillerParameter.sparse', index=6,
       number=7, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=-1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='variance_norm', full_name='caffe.FillerParameter.variance_norm', index=7,
       number=8, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='file', full_name='caffe.FillerParameter.file', index=8,
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       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -2110,7 +2120,6 @@
   ],
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-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
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@@ -2132,63 +2141,63 @@
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='debug_info', full_name='caffe.NetParameter.debug_info', index=6,
       number=7, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='layer', full_name='caffe.NetParameter.layer', index=7,
       number=100, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='layers', full_name='caffe.NetParameter.layers', index=8,
       number=2, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -2197,7 +2206,6 @@
   ],
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   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
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@@ -2219,294 +2227,294 @@
       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=5, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=8, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=9, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=10, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=11, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=12, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=True, default_value=_b("L2").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=35, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(-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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
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       number=40, type=9, cpp_type=9, label=1,
       has_default_value=True, default_value=_b("SGD").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(1e-08),
+      has_default_value=True, default_value=1e-08,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(0.999),
+      has_default_value=True, default_value=0.999,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -2518,7 +2526,6 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -2540,28 +2547,28 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='learned_net', full_name='caffe.SolverState.learned_net', index=1,
       number=2, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='history', full_name='caffe.SolverState.history', index=2,
       number=3, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='current_step', full_name='caffe.SolverState.current_step', index=3,
       number=4, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -2570,7 +2577,6 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -2592,21 +2598,21 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='level', full_name='caffe.NetState.level', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='stage', full_name='caffe.NetState.stage', index=2,
       number=3, type=9, cpp_type=9, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -2615,7 +2621,6 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
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@@ -2637,35 +2642,35 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=2, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='max_level', full_name='caffe.NetStateRule.max_level', index=2,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='stage', full_name='caffe.NetStateRule.stage', index=3,
       number=4, type=9, cpp_type=9, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='not_stage', full_name='caffe.NetStateRule.not_stage', index=4,
       number=5, type=9, cpp_type=9, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -2674,7 +2679,6 @@
   ],
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   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -2696,77 +2700,77 @@
       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=2, type=9, cpp_type=9, label=1,
       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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=6, type=1, cpp_type=5, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -2775,7 +2779,6 @@
   ],
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   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -2797,14 +2800,14 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -2813,7 +2816,6 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
@@ -2835,28 +2837,28 @@
       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='share_mode', full_name='caffe.ParamSpec.share_mode', index=1,
       number=2, type=14, cpp_type=8, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='lr_mult', full_name='caffe.ParamSpec.lr_mult', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='decay_mult', full_name='caffe.ParamSpec.decay_mult', index=3,
       number=4, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -2866,7 +2868,6 @@
   ],
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   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
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@@ -2888,672 +2889,679 @@
       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=2, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='top', full_name='caffe.LayerParameter.top', index=3,
       number=4, type=9, cpp_type=9, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=10, type=14, cpp_type=8, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=11, type=8, cpp_type=7, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=9, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=202, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=203, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=102, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=139, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
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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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
-      name='detection_evaluate_param', full_name='caffe.LayerParameter.detection_evaluate_param', index=74,
+      name='detection_evaluate_param', full_name='caffe.LayerParameter.detection_evaluate_param', index=75,
       number=168, type=11, cpp_type=10, 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
-      name='detection_output_param', full_name='caffe.LayerParameter.detection_output_param', index=75,
+      name='detection_output_param', full_name='caffe.LayerParameter.detection_output_param', index=76,
       number=169, type=11, cpp_type=10, 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
-      name='multibox_loss_param', full_name='caffe.LayerParameter.multibox_loss_param', index=76,
+      name='norm_param', full_name='caffe.LayerParameter.norm_param', index=77,
+      number=170, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='multibox_loss_param', full_name='caffe.LayerParameter.multibox_loss_param', index=78,
       number=171, type=11, cpp_type=10, 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
-      name='permute_param', full_name='caffe.LayerParameter.permute_param', index=77,
+      name='permute_param', full_name='caffe.LayerParameter.permute_param', index=79,
       number=172, type=11, cpp_type=10, 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
-      name='video_data_param', full_name='caffe.LayerParameter.video_data_param', index=78,
+      name='video_data_param', full_name='caffe.LayerParameter.video_data_param', index=80,
       number=173, type=11, cpp_type=10, 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
-      name='margin_inner_product_param', full_name='caffe.LayerParameter.margin_inner_product_param', index=79,
+      name='margin_inner_product_param', full_name='caffe.LayerParameter.margin_inner_product_param', index=81,
       number=174, type=11, cpp_type=10, 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
-      name='center_loss_param', full_name='caffe.LayerParameter.center_loss_param', index=80,
+      name='center_loss_param', full_name='caffe.LayerParameter.center_loss_param', index=82,
       number=175, type=11, cpp_type=10, 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
-      name='deformable_convolution_param', full_name='caffe.LayerParameter.deformable_convolution_param', index=81,
+      name='deformable_convolution_param', full_name='caffe.LayerParameter.deformable_convolution_param', index=83,
       number=176, type=11, cpp_type=10, 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
-      name='label_specific_add_param', full_name='caffe.LayerParameter.label_specific_add_param', index=82,
+      name='label_specific_add_param', full_name='caffe.LayerParameter.label_specific_add_param', index=84,
       number=177, type=11, cpp_type=10, 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
-      name='additive_margin_inner_product_param', full_name='caffe.LayerParameter.additive_margin_inner_product_param', index=83,
+      name='additive_margin_inner_product_param', full_name='caffe.LayerParameter.additive_margin_inner_product_param', index=85,
       number=178, type=11, cpp_type=10, 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
-      name='cosin_add_m_param', full_name='caffe.LayerParameter.cosin_add_m_param', index=84,
+      name='cosin_add_m_param', full_name='caffe.LayerParameter.cosin_add_m_param', index=86,
       number=179, type=11, cpp_type=10, 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
-      name='cosin_mul_m_param', full_name='caffe.LayerParameter.cosin_mul_m_param', index=85,
+      name='cosin_mul_m_param', full_name='caffe.LayerParameter.cosin_mul_m_param', index=87,
       number=180, type=11, cpp_type=10, 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
-      name='channel_scale_param', full_name='caffe.LayerParameter.channel_scale_param', index=86,
+      name='channel_scale_param', full_name='caffe.LayerParameter.channel_scale_param', index=88,
       number=181, type=11, cpp_type=10, 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
-      name='flip_param', full_name='caffe.LayerParameter.flip_param', index=87,
+      name='flip_param', full_name='caffe.LayerParameter.flip_param', index=89,
       number=182, type=11, cpp_type=10, 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
-      name='triplet_loss_param', full_name='caffe.LayerParameter.triplet_loss_param', index=88,
+      name='triplet_loss_param', full_name='caffe.LayerParameter.triplet_loss_param', index=90,
       number=183, type=11, cpp_type=10, 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
-      name='coupled_cluster_loss_param', full_name='caffe.LayerParameter.coupled_cluster_loss_param', index=89,
+      name='coupled_cluster_loss_param', full_name='caffe.LayerParameter.coupled_cluster_loss_param', index=91,
       number=184, type=11, cpp_type=10, 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
-      name='general_triplet_loss_param', full_name='caffe.LayerParameter.general_triplet_loss_param', index=90,
+      name='general_triplet_loss_param', full_name='caffe.LayerParameter.general_triplet_loss_param', index=92,
       number=185, type=11, cpp_type=10, 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
-      name='roi_align_param', full_name='caffe.LayerParameter.roi_align_param', index=91,
+      name='roi_align_param', full_name='caffe.LayerParameter.roi_align_param', index=93,
       number=186, type=11, cpp_type=10, 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
-      name='upsample_param', full_name='caffe.LayerParameter.upsample_param', index=92,
+      name='upsample_param', full_name='caffe.LayerParameter.upsample_param', index=94,
       number=100003, type=11, cpp_type=10, 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
-      name='matmul_param', full_name='caffe.LayerParameter.matmul_param', index=93,
+      name='matmul_param', full_name='caffe.LayerParameter.matmul_param', index=95,
       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
-      name='pass_through_param', full_name='caffe.LayerParameter.pass_through_param', index=94,
+      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, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='norm_param', full_name='caffe.LayerParameter.norm_param', index=95,
-      number=100001, type=11, cpp_type=10, 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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -3562,12 +3570,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
   serialized_start=4536,
-  serialized_end=9293,
+  serialized_end=9337,
 )
 
 
@@ -3584,49 +3591,49 @@
       has_default_value=True, default_value=2,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='scale_h', full_name='caffe.UpsampleParameter.scale_h', 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='scale_w', full_name='caffe.UpsampleParameter.scale_w', 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='pad_out_h', full_name='caffe.UpsampleParameter.pad_out_h', 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='pad_out_w', full_name='caffe.UpsampleParameter.pad_out_w', 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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='upsample_h', full_name='caffe.UpsampleParameter.upsample_h', 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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -3635,12 +3642,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=9296,
-  serialized_end=9459,
+  serialized_start=9340,
+  serialized_end=9503,
 )
 
 
@@ -3657,21 +3663,21 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='dim_2', full_name='caffe.MatMulParameter.dim_2', 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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -3680,12 +3686,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=9461,
-  serialized_end=9523,
+  serialized_start=9505,
+  serialized_end=9567,
 )
 
 
@@ -3702,21 +3707,21 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -3725,71 +3730,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=9525,
-  serialized_end=9619,
-)
-
-
-_NORMALIZEPARAMETER = _descriptor.Descriptor(
-  name='NormalizeParameter',
-  full_name='caffe.NormalizeParameter',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='across_spatial', full_name='caffe.NormalizeParameter.across_spatial', index=0,
-      number=1, type=8, cpp_type=7, label=1,
-      has_default_value=True, default_value=True,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='scale_filler', full_name='caffe.NormalizeParameter.scale_filler', index=1,
-      number=2, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='channel_shared', full_name='caffe.NormalizeParameter.channel_shared', index=2,
-      number=3, type=8, cpp_type=7, label=1,
-      has_default_value=True, default_value=True,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='eps', full_name='caffe.NormalizeParameter.eps', index=3,
-      number=4, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1e-10),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
-    _descriptor.FieldDescriptor(
-      name='sqrt_a', full_name='caffe.NormalizeParameter.sqrt_a', index=4,
-      number=5, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  options=None,
-  is_extendable=False,
-  syntax='proto2',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=9622,
-  serialized_end=9787,
+  serialized_start=9569,
+  serialized_end=9663,
 )
 
 
@@ -3806,21 +3751,21 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='label_map_file', full_name='caffe.AnnotatedDataParameter.label_map_file', index=1,
       number=2, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -3829,12 +3774,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=9790,
-  serialized_end=9939,
+  serialized_start=9666,
+  serialized_end=9815,
 )
 
 
@@ -3851,42 +3795,42 @@
       has_default_value=True, default_value=15,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -3895,12 +3839,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=9942,
-  serialized_end=10113,
+  serialized_start=9818,
+  serialized_end=9989,
 )
 
 
@@ -3917,63 +3860,63 @@
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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=float(0.5),
+      has_default_value=True, default_value=0.5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(1.5),
+      has_default_value=True, default_value=1.5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -3982,12 +3925,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=10116,
-  serialized_end=10372,
+  serialized_start=9992,
+  serialized_end=10248,
 )
 
 
@@ -4004,42 +3946,42 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -4048,12 +3990,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=10375,
-  serialized_end=10519,
+  serialized_start=10251,
+  serialized_end=10395,
 )
 
 
@@ -4067,24 +4008,24 @@
     _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=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -4093,12 +4034,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=10521,
-  serialized_end=10607,
+  serialized_start=10397,
+  serialized_end=10483,
 )
 
 
@@ -4115,14 +4055,14 @@
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -4131,12 +4071,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=10609,
-  serialized_end=10678,
+  serialized_start=10485,
+  serialized_end=10554,
 )
 
 
@@ -4153,42 +4092,42 @@
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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=float(0.9),
+      has_default_value=True, default_value=0.9,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(1e-05),
+      has_default_value=True, default_value=1e-05,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -4198,12 +4137,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=10681,
-  serialized_end=10948,
+  serialized_start=10557,
+  serialized_end=10824,
 )
 
 
@@ -4220,28 +4158,28 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(2),
+      has_default_value=True, default_value=2,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(0.25),
+      has_default_value=True, default_value=0.25,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -4251,12 +4189,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=10951,
-  serialized_end=11113,
+  serialized_start=10827,
+  serialized_end=10989,
 )
 
 
@@ -4270,101 +4207,101 @@
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.TransformationParameter.scale', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='mirror', full_name='caffe.TransformationParameter.mirror', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='crop_size', full_name='caffe.TransformationParameter.crop_size', index=2,
       number=3, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='mean_file', full_name='caffe.TransformationParameter.mean_file', index=5,
       number=4, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -4373,12 +4310,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=11116,
-  serialized_end=11574,
+  serialized_start=10992,
+  serialized_end=11450,
 )
 
 
@@ -4392,66 +4328,66 @@
     _descriptor.FieldDescriptor(
       name='prob', full_name='caffe.ResizeParameter.prob', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -4463,12 +4399,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=11577,
-  serialized_end=12105,
+  serialized_start=11453,
+  serialized_end=11981,
 )
 
 
@@ -4482,17 +4417,17 @@
     _descriptor.FieldDescriptor(
       name='fraction', full_name='caffe.SaltPepperParameter.fraction', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -4501,12 +4436,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=12107,
-  serialized_end=12164,
+  serialized_start=11983,
+  serialized_end=12040,
 )
 
 
@@ -4520,94 +4454,94 @@
     _descriptor.FieldDescriptor(
       name='prob', full_name='caffe.NoiseParameter.prob', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='jpeg', full_name='caffe.NoiseParameter.jpeg', index=5,
       number=6, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(-1),
+      has_default_value=True, default_value=-1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -4616,12 +4550,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=12167,
-  serialized_end=12533,
+  serialized_start=12043,
+  serialized_end=12409,
 )
 
 
@@ -4635,80 +4568,80 @@
     _descriptor.FieldDescriptor(
       name='brightness_prob', full_name='caffe.DistortionParameter.brightness_prob', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='brightness_delta', full_name='caffe.DistortionParameter.brightness_delta', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='contrast_prob', full_name='caffe.DistortionParameter.contrast_prob', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='contrast_lower', full_name='caffe.DistortionParameter.contrast_lower', index=3,
       number=4, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='contrast_upper', full_name='caffe.DistortionParameter.contrast_upper', index=4,
       number=5, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='hue_prob', full_name='caffe.DistortionParameter.hue_prob', index=5,
       number=6, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='hue_delta', full_name='caffe.DistortionParameter.hue_delta', index=6,
       number=7, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='saturation_prob', full_name='caffe.DistortionParameter.saturation_prob', index=7,
       number=8, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='saturation_lower', full_name='caffe.DistortionParameter.saturation_lower', index=8,
       number=9, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='saturation_upper', full_name='caffe.DistortionParameter.saturation_upper', index=9,
       number=10, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='random_order_prob', full_name='caffe.DistortionParameter.random_order_prob', index=10,
       number=11, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -4717,12 +4650,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=12536,
-  serialized_end=12853,
+  serialized_start=12412,
+  serialized_end=12729,
 )
 
 
@@ -4736,17 +4668,17 @@
     _descriptor.FieldDescriptor(
       name='prob', full_name='caffe.ExpansionParameter.prob', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='max_expand_ratio', full_name='caffe.ExpansionParameter.max_expand_ratio', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -4755,12 +4687,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=12855,
-  serialized_end=12921,
+  serialized_start=12731,
+  serialized_end=12797,
 )
 
 
@@ -4777,21 +4708,21 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='normalization', full_name='caffe.LossParameter.normalization', index=1,
       number=3, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='normalize', full_name='caffe.LossParameter.normalize', index=2,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=False, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -4801,12 +4732,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=12924,
-  serialized_end=13118,
+  serialized_start=12800,
+  serialized_end=12994,
 )
 
 
@@ -4823,21 +4753,21 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.AccuracyParameter.axis', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='ignore_label', full_name='caffe.AccuracyParameter.ignore_label', index=2,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -4846,12 +4776,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=13120,
-  serialized_end=13196,
+  serialized_start=12996,
+  serialized_end=13072,
 )
 
 
@@ -4868,21 +4797,21 @@
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='top_k', full_name='caffe.ArgMaxParameter.top_k', index=1,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.ArgMaxParameter.axis', index=2,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -4891,12 +4820,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=13198,
-  serialized_end=13275,
+  serialized_start=13074,
+  serialized_end=13151,
 )
 
 
@@ -4913,14 +4841,14 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='concat_dim', full_name='caffe.ConcatParameter.concat_dim', index=1,
       number=1, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -4929,12 +4857,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=13277,
-  serialized_end=13334,
+  serialized_start=13153,
+  serialized_end=13210,
 )
 
 
@@ -4951,21 +4878,21 @@
       has_default_value=False, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='moving_average_fraction', full_name='caffe.BatchNormParameter.moving_average_fraction', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0.999),
+      has_default_value=True, default_value=0.999,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='eps', full_name='caffe.BatchNormParameter.eps', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1e-05),
+      has_default_value=True, default_value=1e-05,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -4974,12 +4901,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=13336,
-  serialized_end=13442,
+  serialized_start=13212,
+  serialized_end=13318,
 )
 
 
@@ -4996,21 +4922,21 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='num_axes', full_name='caffe.BiasParameter.num_axes', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='filler', full_name='caffe.BiasParameter.filler', index=2,
       number=3, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -5019,12 +4945,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=13444,
-  serialized_end=13537,
+  serialized_start=13320,
+  serialized_end=13413,
 )
 
 
@@ -5038,17 +4963,17 @@
     _descriptor.FieldDescriptor(
       name='margin', full_name='caffe.ContrastiveLossParameter.margin', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='legacy_version', full_name='caffe.ContrastiveLossParameter.legacy_version', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -5057,12 +4982,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=13539,
-  serialized_end=13615,
+  serialized_start=13415,
+  serialized_end=13491,
 )
 
 
@@ -5079,63 +5003,63 @@
       has_default_value=True, default_value=7,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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=float(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, file=DESCRIPTOR),
+      options=None),
     _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=float(0.5),
+      has_default_value=True, default_value=0.5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(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, file=DESCRIPTOR),
+      options=None),
     _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=float(5),
+      has_default_value=True, default_value=5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -5144,12 +5068,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=13618,
-  serialized_end=13854,
+  serialized_start=13494,
+  serialized_end=13730,
 )
 
 
@@ -5166,126 +5089,126 @@
       has_default_value=True, default_value=13,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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=float(0.2),
+      has_default_value=True, default_value=0.2,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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=float(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, file=DESCRIPTOR),
+      options=None),
     _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=float(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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=11, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0.5),
+      has_default_value=True, default_value=0.5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(5),
+      has_default_value=True, default_value=5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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=float(0.2),
+      has_default_value=True, default_value=0.2,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -5294,12 +5217,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=13857,
-  serialized_end=14258,
+  serialized_start=13733,
+  serialized_end=14134,
 )
 
 
@@ -5316,14 +5238,14 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -5332,12 +5254,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=14260,
-  serialized_end=14316,
+  serialized_start=14136,
+  serialized_end=14192,
 )
 
 
@@ -5354,63 +5275,63 @@
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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=float(0.5),
+      has_default_value=True, default_value=0.5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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=float(-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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -5420,12 +5341,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=14319,
-  serialized_end=14626,
+  serialized_start=14195,
+  serialized_end=14502,
 )
 
 
@@ -5442,126 +5362,126 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='pad', full_name='caffe.ConvolutionParameter.pad', index=2,
       number=3, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='kernel_size', full_name='caffe.ConvolutionParameter.kernel_size', index=3,
       number=4, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='stride', full_name='caffe.ConvolutionParameter.stride', index=4,
       number=6, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=10, type=13, cpp_type=3, label=1,
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=11, type=13, cpp_type=3, label=1,
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='engine', full_name='caffe.ConvolutionParameter.engine', index=15,
       number=15, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.ConvolutionParameter.axis', index=16,
       number=16, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='force_nd_im2col', full_name='caffe.ConvolutionParameter.force_nd_im2col', index=17,
       number=17, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -5571,12 +5491,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
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-  serialized_start=14629,
-  serialized_end=15137,
+  serialized_start=14505,
+  serialized_end=15013,
 )
 
 
@@ -5593,14 +5512,14 @@
       has_default_value=True, default_value=2,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='offset', full_name='caffe.CropParameter.offset', index=1,
       number=2, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -5609,12 +5528,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=15139,
-  serialized_end=15187,
+  serialized_start=15015,
+  serialized_end=15063,
 )
 
 
@@ -5631,77 +5549,77 @@
       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='batch_size', full_name='caffe.DataParameter.batch_size', index=1,
       number=4, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='rand_skip', full_name='caffe.DataParameter.rand_skip', index=2,
       number=7, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='backend', full_name='caffe.DataParameter.backend', index=3,
       number=8, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.DataParameter.scale', index=4,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='mean_file', full_name='caffe.DataParameter.mean_file', index=5,
       number=3, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='crop_size', full_name='caffe.DataParameter.crop_size', index=6,
       number=5, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='mirror', full_name='caffe.DataParameter.mirror', index=7,
       number=6, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='force_encoded_color', full_name='caffe.DataParameter.force_encoded_color', index=8,
       number=9, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='prefetch', full_name='caffe.DataParameter.prefetch', index=9,
       number=10, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=4,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -5711,12 +5629,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=15190,
-  serialized_end=15496,
+  serialized_start=15066,
+  serialized_end=15372,
 )
 
 
@@ -5733,42 +5650,42 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='overlap_threshold', full_name='caffe.DetectionEvaluateParameter.overlap_threshold', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0.5),
+      has_default_value=True, default_value=0.5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='name_size_file', full_name='caffe.DetectionEvaluateParameter.name_size_file', index=4,
       number=5, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -5777,12 +5694,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=15499,
-  serialized_end=15719,
+  serialized_start=15375,
+  serialized_end=15595,
 )
 
 
@@ -5796,24 +5712,24 @@
     _descriptor.FieldDescriptor(
       name='nms_threshold', full_name='caffe.NonMaximumSuppressionParameter.nms_threshold', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0.3),
+      has_default_value=True, default_value=0.3,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='eta', full_name='caffe.NonMaximumSuppressionParameter.eta', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -5822,12 +5738,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=15721,
-  serialized_end=15812,
+  serialized_start=15597,
+  serialized_end=15688,
 )
 
 
@@ -5844,49 +5759,49 @@
       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='output_name_prefix', full_name='caffe.SaveOutputParameter.output_name_prefix', index=1,
       number=2, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='output_format', full_name='caffe.SaveOutputParameter.output_format', index=2,
       number=3, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='label_map_file', full_name='caffe.SaveOutputParameter.label_map_file', index=3,
       number=4, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='name_size_file', full_name='caffe.SaveOutputParameter.name_size_file', index=4,
       number=5, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -5895,12 +5810,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=15815,
-  serialized_end=16031,
+  serialized_start=15691,
+  serialized_end=15907,
 )
 
 
@@ -5917,84 +5831,84 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='confidence_threshold', full_name='caffe.DetectionOutputParameter.confidence_threshold', index=8,
       number=9, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='visualize_threshold', full_name='caffe.DetectionOutputParameter.visualize_threshold', index=10,
       number=11, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='save_file', full_name='caffe.DetectionOutputParameter.save_file', index=11,
       number=12, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -6003,12 +5917,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=16034,
-  serialized_end=16489,
+  serialized_start=15910,
+  serialized_end=16365,
 )
 
 
@@ -6022,17 +5935,17 @@
     _descriptor.FieldDescriptor(
       name='dropout_ratio', full_name='caffe.DropoutParameter.dropout_ratio', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0.5),
+      has_default_value=True, default_value=0.5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -6041,12 +5954,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=16491,
-  serialized_end=16564,
+  serialized_start=16367,
+  serialized_end=16440,
 )
 
 
@@ -6063,42 +5975,42 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='shape', full_name='caffe.DummyDataParameter.shape', index=1,
       number=6, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='num', full_name='caffe.DummyDataParameter.num', index=2,
       number=2, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='channels', full_name='caffe.DummyDataParameter.channels', index=3,
       number=3, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='height', full_name='caffe.DummyDataParameter.height', index=4,
       number=4, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='width', full_name='caffe.DummyDataParameter.width', index=5,
       number=5, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -6107,12 +6019,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=16567,
-  serialized_end=16727,
+  serialized_start=16443,
+  serialized_end=16603,
 )
 
 
@@ -6129,21 +6040,21 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='coeff', full_name='caffe.EltwiseParameter.coeff', index=1,
       number=2, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='stable_prod_grad', full_name='caffe.EltwiseParameter.stable_prod_grad', index=2,
       number=3, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -6153,12 +6064,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=16730,
-  serialized_end=16895,
+  serialized_start=16606,
+  serialized_end=16771,
 )
 
 
@@ -6172,10 +6082,10 @@
     _descriptor.FieldDescriptor(
       name='alpha', full_name='caffe.ELUParameter.alpha', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -6184,12 +6094,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=16897,
-  serialized_end=16929,
+  serialized_start=16773,
+  serialized_end=16805,
 )
 
 
@@ -6206,35 +6115,35 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='input_dim', full_name='caffe.EmbedParameter.input_dim', index=1,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='bias_term', full_name='caffe.EmbedParameter.bias_term', index=2,
       number=3, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='weight_filler', full_name='caffe.EmbedParameter.weight_filler', index=3,
       number=4, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='bias_filler', full_name='caffe.EmbedParameter.bias_filler', index=4,
       number=5, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -6243,12 +6152,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=16932,
-  serialized_end=17104,
+  serialized_start=16808,
+  serialized_end=16980,
 )
 
 
@@ -6262,24 +6170,24 @@
     _descriptor.FieldDescriptor(
       name='base', full_name='caffe.ExpParameter.base', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(-1),
+      has_default_value=True, default_value=-1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.ExpParameter.scale', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='shift', full_name='caffe.ExpParameter.shift', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -6288,12 +6196,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=17106,
-  serialized_end=17174,
+  serialized_start=16982,
+  serialized_end=17050,
 )
 
 
@@ -6310,14 +6217,14 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='end_axis', full_name='caffe.FlattenParameter.end_axis', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=-1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -6326,12 +6233,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=17176,
-  serialized_end=17233,
+  serialized_start=17052,
+  serialized_end=17109,
 )
 
 
@@ -6348,21 +6254,21 @@
       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='batch_size', full_name='caffe.HDF5DataParameter.batch_size', index=1,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='shuffle', full_name='caffe.HDF5DataParameter.shuffle', index=2,
       number=3, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -6371,12 +6277,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=17235,
-  serialized_end=17314,
+  serialized_start=17111,
+  serialized_end=17190,
 )
 
 
@@ -6393,7 +6298,7 @@
       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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -6402,12 +6307,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=17316,
-  serialized_end=17356,
+  serialized_start=17192,
+  serialized_end=17232,
 )
 
 
@@ -6424,7 +6328,7 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -6434,12 +6338,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=17358,
-  serialized_end=17452,
+  serialized_start=17234,
+  serialized_end=17328,
 )
 
 
@@ -6456,84 +6359,84 @@
       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='batch_size', full_name='caffe.ImageDataParameter.batch_size', index=1,
       number=4, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='rand_skip', full_name='caffe.ImageDataParameter.rand_skip', index=2,
       number=7, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='shuffle', full_name='caffe.ImageDataParameter.shuffle', index=3,
       number=8, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='new_height', full_name='caffe.ImageDataParameter.new_height', index=4,
       number=9, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='new_width', full_name='caffe.ImageDataParameter.new_width', index=5,
       number=10, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='is_color', full_name='caffe.ImageDataParameter.is_color', index=6,
       number=11, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.ImageDataParameter.scale', index=7,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='mean_file', full_name='caffe.ImageDataParameter.mean_file', index=8,
       number=3, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='crop_size', full_name='caffe.ImageDataParameter.crop_size', index=9,
       number=5, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='mirror', full_name='caffe.ImageDataParameter.mirror', index=10,
       number=6, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='root_folder', full_name='caffe.ImageDataParameter.root_folder', index=11,
       number=12, type=9, cpp_type=9, label=1,
       has_default_value=True, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -6542,12 +6445,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=17455,
-  serialized_end=17734,
+  serialized_start=17331,
+  serialized_end=17610,
 )
 
 
@@ -6564,7 +6466,7 @@
       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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -6573,12 +6475,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=17736,
-  serialized_end=17775,
+  serialized_start=17612,
+  serialized_end=17651,
 )
 
 
@@ -6595,49 +6496,49 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='bias_term', full_name='caffe.InnerProductParameter.bias_term', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='weight_filler', full_name='caffe.InnerProductParameter.weight_filler', index=2,
       number=3, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='bias_filler', full_name='caffe.InnerProductParameter.bias_filler', index=3,
       number=4, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.InnerProductParameter.axis', index=4,
       number=5, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='transpose', full_name='caffe.InnerProductParameter.transpose', index=5,
       number=6, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -6646,12 +6547,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=17778,
-  serialized_end=18007,
+  serialized_start=17654,
+  serialized_end=17883,
 )
 
 
@@ -6668,7 +6568,7 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -6677,12 +6577,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=18009,
-  serialized_end=18058,
+  serialized_start=17885,
+  serialized_end=17934,
 )
 
 
@@ -6696,24 +6595,24 @@
     _descriptor.FieldDescriptor(
       name='base', full_name='caffe.LogParameter.base', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(-1),
+      has_default_value=True, default_value=-1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.LogParameter.scale', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='shift', full_name='caffe.LogParameter.shift', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -6722,12 +6621,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=18060,
-  serialized_end=18128,
+  serialized_start=17936,
+  serialized_end=18004,
 )
 
 
@@ -6744,42 +6642,42 @@
       has_default_value=True, default_value=5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='alpha', full_name='caffe.LRNParameter.alpha', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='beta', full_name='caffe.LRNParameter.beta', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0.75),
+      has_default_value=True, default_value=0.75,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='norm_region', full_name='caffe.LRNParameter.norm_region', index=3,
       number=4, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='k', full_name='caffe.LRNParameter.k', index=4,
       number=5, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='engine', full_name='caffe.LRNParameter.engine', index=5,
       number=6, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -6790,12 +6688,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=18131,
-  serialized_end=18443,
+  serialized_start=18007,
+  serialized_end=18319,
 )
 
 
@@ -6812,28 +6709,28 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='channels', full_name='caffe.MemoryDataParameter.channels', index=1,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='height', full_name='caffe.MemoryDataParameter.height', index=2,
       number=3, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='width', full_name='caffe.MemoryDataParameter.width', index=3,
       number=4, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -6842,12 +6739,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=18445,
-  serialized_end=18535,
+  serialized_start=18321,
+  serialized_end=18411,
 )
 
 
@@ -6864,154 +6760,154 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='loc_weight', full_name='caffe.MultiBoxLossParameter.loc_weight', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='overlap_threshold', full_name='caffe.MultiBoxLossParameter.overlap_threshold', index=6,
       number=7, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0.5),
+      has_default_value=True, default_value=0.5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='neg_pos_ratio', full_name='caffe.MultiBoxLossParameter.neg_pos_ratio', index=11,
       number=12, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(3),
+      has_default_value=True, default_value=3,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='neg_overlap', full_name='caffe.MultiBoxLossParameter.neg_overlap', index=12,
       number=13, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0.5),
+      has_default_value=True, default_value=0.5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -7024,12 +6920,62 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=18538,
-  serialized_end=19666,
+  serialized_start=18414,
+  serialized_end=19542,
+)
+
+
+_NORMALIZEPARAMETER = _descriptor.Descriptor(
+  name='NormalizeParameter',
+  full_name='caffe.NormalizeParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='across_spatial', full_name='caffe.NormalizeParameter.across_spatial', index=0,
+      number=1, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=True,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _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),
+    _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),
+    _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,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=19545,
+  serialized_end=19691,
 )
 
 
@@ -7046,7 +6992,7 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -7055,12 +7001,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=19668,
-  serialized_end=19701,
+  serialized_start=19693,
+  serialized_end=19726,
 )
 
 
@@ -7077,21 +7022,21 @@
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='across_channels', full_name='caffe.MVNParameter.across_channels', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='eps', full_name='caffe.MVNParameter.eps', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1e-09),
+      has_default_value=True, default_value=1e-09,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -7100,12 +7045,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=19703,
-  serialized_end=19803,
+  serialized_start=19728,
+  serialized_end=19828,
 )
 
 
@@ -7122,7 +7066,7 @@
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -7131,12 +7075,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=19805,
-  serialized_end=19858,
+  serialized_start=19830,
+  serialized_end=19883,
 )
 
 
@@ -7153,91 +7096,91 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='pad', full_name='caffe.PoolingParameter.pad', index=1,
       number=4, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='pad_h', full_name='caffe.PoolingParameter.pad_h', index=2,
       number=9, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='pad_w', full_name='caffe.PoolingParameter.pad_w', index=3,
       number=10, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='kernel_size', full_name='caffe.PoolingParameter.kernel_size', index=4,
       number=2, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='kernel_h', full_name='caffe.PoolingParameter.kernel_h', index=5,
       number=5, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='kernel_w', full_name='caffe.PoolingParameter.kernel_w', index=6,
       number=6, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='stride', full_name='caffe.PoolingParameter.stride', index=7,
       number=3, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='stride_h', full_name='caffe.PoolingParameter.stride_h', index=8,
       number=7, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='stride_w', full_name='caffe.PoolingParameter.stride_w', index=9,
       number=8, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='engine', full_name='caffe.PoolingParameter.engine', index=10,
       number=11, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='global_pooling', full_name='caffe.PoolingParameter.global_pooling', index=11,
       number=12, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -7248,12 +7191,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=19861,
-  serialized_end=20304,
+  serialized_start=19886,
+  serialized_end=20329,
 )
 
 
@@ -7267,24 +7209,24 @@
     _descriptor.FieldDescriptor(
       name='power', full_name='caffe.PowerParameter.power', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.PowerParameter.scale', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='shift', full_name='caffe.PowerParameter.shift', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -7293,12 +7235,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=20306,
-  serialized_end=20376,
+  serialized_start=20331,
+  serialized_end=20401,
 )
 
 
@@ -7315,91 +7256,91 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='step', full_name='caffe.PriorBoxParameter.step', index=9,
       number=10, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='step_h', full_name='caffe.PriorBoxParameter.step_h', index=10,
       number=11, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='step_w', full_name='caffe.PriorBoxParameter.step_w', index=11,
       number=12, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='offset', full_name='caffe.PriorBoxParameter.offset', index=12,
       number=13, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0.5),
+      has_default_value=True, default_value=0.5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -7409,12 +7350,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=20379,
-  serialized_end=20688,
+  serialized_start=20404,
+  serialized_end=20713,
 )
 
 
@@ -7431,28 +7371,28 @@
       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='layer', full_name='caffe.PythonParameter.layer', index=1,
       number=2, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='param_str', full_name='caffe.PythonParameter.param_str', index=2,
       number=3, type=9, cpp_type=9, label=1,
       has_default_value=True, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='share_in_parallel', full_name='caffe.PythonParameter.share_in_parallel', index=3,
       number=4, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -7461,12 +7401,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=20690,
-  serialized_end=20793,
+  serialized_start=20715,
+  serialized_end=20818,
 )
 
 
@@ -7483,35 +7422,35 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='weight_filler', full_name='caffe.RecurrentParameter.weight_filler', index=1,
       number=2, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='bias_filler', full_name='caffe.RecurrentParameter.bias_filler', index=2,
       number=3, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='debug_info', full_name='caffe.RecurrentParameter.debug_info', index=3,
       number=4, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='expose_hidden', full_name='caffe.RecurrentParameter.expose_hidden', index=4,
       number=5, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -7520,12 +7459,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=20796,
-  serialized_end=20988,
+  serialized_start=20821,
+  serialized_end=21013,
 )
 
 
@@ -7542,21 +7480,21 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.ReductionParameter.axis', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='coeff', full_name='caffe.ReductionParameter.coeff', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -7566,12 +7504,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=20991,
-  serialized_end=21164,
+  serialized_start=21016,
+  serialized_end=21189,
 )
 
 
@@ -7585,17 +7522,17 @@
     _descriptor.FieldDescriptor(
       name='negative_slope', full_name='caffe.ReLUParameter.negative_slope', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='engine', full_name='caffe.ReLUParameter.engine', index=1,
       number=2, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -7605,12 +7542,42 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=21167,
-  serialized_end=21308,
+  serialized_start=21192,
+  serialized_end=21333,
+)
+
+
+_RELU6PARAMETER = _descriptor.Descriptor(
+  name='ReLU6Parameter',
+  full_name='caffe.ReLU6Parameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='engine', full_name='caffe.ReLU6Parameter.engine', index=0,
+      number=2, type=14, cpp_type=8, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _RELU6PARAMETER_ENGINE,
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=21335,
+  serialized_end=21451,
 )
 
 
@@ -7627,21 +7594,21 @@
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.ReshapeParameter.axis', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='num_axes', full_name='caffe.ReshapeParameter.num_axes', index=2,
       number=3, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=-1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -7650,12 +7617,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=21310,
-  serialized_end=21400,
+  serialized_start=21453,
+  serialized_end=21543,
 )
 
 
@@ -7672,21 +7638,21 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='spatial_scale', full_name='caffe.ROIPoolingParameter.spatial_scale', index=2,
       number=3, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -7695,12 +7661,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=21402,
-  serialized_end=21491,
+  serialized_start=21545,
+  serialized_end=21634,
 )
 
 
@@ -7717,49 +7682,49 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='num_axes', full_name='caffe.ScaleParameter.num_axes', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='filler', full_name='caffe.ScaleParameter.filler', index=2,
       number=3, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='bias_term', full_name='caffe.ScaleParameter.bias_term', index=3,
       number=4, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='bias_filler', full_name='caffe.ScaleParameter.bias_filler', index=4,
       number=5, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -7768,12 +7733,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=21494,
-  serialized_end=21697,
+  serialized_start=21637,
+  serialized_end=21840,
 )
 
 
@@ -7790,7 +7754,7 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -7800,12 +7764,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=21699,
-  serialized_end=21819,
+  serialized_start=21842,
+  serialized_end=21962,
 )
 
 
@@ -7819,10 +7782,10 @@
     _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=float(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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -7831,12 +7794,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=21821,
-  serialized_end=21862,
+  serialized_start=21964,
+  serialized_end=22005,
 )
 
 
@@ -7853,21 +7815,21 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='slice_point', full_name='caffe.SliceParameter.slice_point', index=1,
       number=2, type=13, cpp_type=3, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='slice_dim', full_name='caffe.SliceParameter.slice_dim', index=2,
       number=1, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -7876,12 +7838,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=21864,
-  serialized_end=21940,
+  serialized_start=22007,
+  serialized_end=22083,
 )
 
 
@@ -7898,14 +7859,14 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='axis', full_name='caffe.SoftmaxParameter.axis', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -7915,12 +7876,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=21943,
-  serialized_end=22080,
+  serialized_start=22086,
+  serialized_end=22223,
 )
 
 
@@ -7937,7 +7897,7 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -7947,12 +7907,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=22082,
-  serialized_end=22196,
+  serialized_start=22225,
+  serialized_end=22339,
 )
 
 
@@ -7969,14 +7928,14 @@
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='tiles', full_name='caffe.TileParameter.tiles', index=1,
       number=2, type=5, cpp_type=1, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -7985,12 +7944,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=22198,
-  serialized_end=22245,
+  serialized_start=22341,
+  serialized_end=22388,
 )
 
 
@@ -8004,10 +7962,10 @@
     _descriptor.FieldDescriptor(
       name='threshold', full_name='caffe.ThresholdParameter.threshold', index=0,
       number=1, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -8016,12 +7974,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=22247,
-  serialized_end=22289,
+  serialized_start=22390,
+  serialized_end=22432,
 )
 
 
@@ -8038,91 +7995,91 @@
       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.WindowDataParameter.scale', index=1,
       number=2, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(1),
+      has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='mean_file', full_name='caffe.WindowDataParameter.mean_file', index=2,
       number=3, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='crop_size', full_name='caffe.WindowDataParameter.crop_size', index=4,
       number=5, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='mirror', full_name='caffe.WindowDataParameter.mirror', index=5,
       number=6, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='fg_threshold', full_name='caffe.WindowDataParameter.fg_threshold', index=6,
       number=7, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0.5),
+      has_default_value=True, default_value=0.5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='bg_threshold', full_name='caffe.WindowDataParameter.bg_threshold', index=7,
       number=8, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0.5),
+      has_default_value=True, default_value=0.5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='fg_fraction', full_name='caffe.WindowDataParameter.fg_fraction', index=8,
       number=9, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0.25),
+      has_default_value=True, default_value=0.25,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='context_pad', full_name='caffe.WindowDataParameter.context_pad', index=9,
       number=10, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='crop_mode', full_name='caffe.WindowDataParameter.crop_mode', index=10,
       number=11, type=9, cpp_type=9, label=1,
       has_default_value=True, default_value=_b("warp").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='cache_images', full_name='caffe.WindowDataParameter.cache_images', index=11,
       number=12, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='root_folder', full_name='caffe.WindowDataParameter.root_folder', index=12,
       number=13, type=9, cpp_type=9, label=1,
       has_default_value=True, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -8131,12 +8088,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=22292,
-  serialized_end=22613,
+  serialized_start=22435,
+  serialized_end=22756,
 )
 
 
@@ -8153,21 +8109,21 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='pool', full_name='caffe.SPPParameter.pool', index=1,
       number=2, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='engine', full_name='caffe.SPPParameter.engine', index=2,
       number=6, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -8178,12 +8134,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=22616,
-  serialized_end=22851,
+  serialized_start=22759,
+  serialized_end=22994,
 )
 
 
@@ -8200,315 +8155,315 @@
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='name', full_name='caffe.V1LayerParameter.name', index=2,
       number=4, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='include', full_name='caffe.V1LayerParameter.include', index=3,
       number=32, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='exclude', full_name='caffe.V1LayerParameter.exclude', index=4,
       number=33, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='blob_share_mode', full_name='caffe.V1LayerParameter.blob_share_mode', index=8,
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       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='hdf5_output_param', full_name='caffe.V1LayerParameter.hdf5_output_param', index=23,
       number=14, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       number=17, type=11, cpp_type=10, label=1,
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       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
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       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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -8519,12 +8474,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=22854,
-  serialized_end=25506,
+  serialized_start=22997,
+  serialized_end=25649,
 )
 
 
@@ -8541,266 +8495,266 @@
       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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='type', full_name='caffe.V0LayerParameter.type', index=1,
       number=2, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='num_output', full_name='caffe.V0LayerParameter.num_output', index=2,
       number=3, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='biasterm', full_name='caffe.V0LayerParameter.biasterm', index=3,
       number=4, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='weight_filler', full_name='caffe.V0LayerParameter.weight_filler', index=4,
       number=5, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='bias_filler', full_name='caffe.V0LayerParameter.bias_filler', index=5,
       number=6, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='pad', full_name='caffe.V0LayerParameter.pad', index=6,
       number=7, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='kernelsize', full_name='caffe.V0LayerParameter.kernelsize', index=7,
       number=8, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='group', full_name='caffe.V0LayerParameter.group', index=8,
       number=9, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='stride', full_name='caffe.V0LayerParameter.stride', index=9,
       number=10, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='pool', full_name='caffe.V0LayerParameter.pool', index=10,
       number=11, type=14, cpp_type=8, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='dropout_ratio', full_name='caffe.V0LayerParameter.dropout_ratio', index=11,
       number=12, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0.5),
+      has_default_value=True, default_value=0.5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='local_size', full_name='caffe.V0LayerParameter.local_size', index=12,
       number=13, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='alpha', full_name='caffe.V0LayerParameter.alpha', index=13,
       number=14, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='beta', full_name='caffe.V0LayerParameter.beta', index=14,
       number=15, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0.75),
+      has_default_value=True, default_value=0.75,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='k', full_name='caffe.V0LayerParameter.k', index=15,
       number=22, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='source', full_name='caffe.V0LayerParameter.source', index=16,
       number=16, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='scale', full_name='caffe.V0LayerParameter.scale', index=17,
       number=17, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='meanfile', full_name='caffe.V0LayerParameter.meanfile', index=18,
       number=18, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='batchsize', full_name='caffe.V0LayerParameter.batchsize', index=19,
       number=19, type=13, cpp_type=3, label=1,
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='cropsize', full_name='caffe.V0LayerParameter.cropsize', index=20,
       number=20, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='mirror', full_name='caffe.V0LayerParameter.mirror', index=21,
       number=21, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='blobs', full_name='caffe.V0LayerParameter.blobs', index=22,
       number=50, type=11, cpp_type=10, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='blobs_lr', full_name='caffe.V0LayerParameter.blobs_lr', index=23,
       number=51, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='weight_decay', full_name='caffe.V0LayerParameter.weight_decay', index=24,
       number=52, type=2, cpp_type=6, label=3,
       has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='rand_skip', full_name='caffe.V0LayerParameter.rand_skip', index=25,
       number=53, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='det_fg_threshold', full_name='caffe.V0LayerParameter.det_fg_threshold', index=26,
       number=54, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0.5),
+      has_default_value=True, default_value=0.5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='det_bg_threshold', full_name='caffe.V0LayerParameter.det_bg_threshold', index=27,
       number=55, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0.5),
+      has_default_value=True, default_value=0.5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='det_fg_fraction', full_name='caffe.V0LayerParameter.det_fg_fraction', index=28,
       number=56, type=2, cpp_type=6, label=1,
-      has_default_value=True, default_value=float(0.25),
+      has_default_value=True, default_value=0.25,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='det_context_pad', full_name='caffe.V0LayerParameter.det_context_pad', index=29,
       number=58, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='det_crop_mode', full_name='caffe.V0LayerParameter.det_crop_mode', index=30,
       number=59, type=9, cpp_type=9, label=1,
       has_default_value=True, default_value=_b("warp").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='new_num', full_name='caffe.V0LayerParameter.new_num', index=31,
       number=60, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='new_channels', full_name='caffe.V0LayerParameter.new_channels', index=32,
       number=61, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='new_height', full_name='caffe.V0LayerParameter.new_height', index=33,
       number=62, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='new_width', full_name='caffe.V0LayerParameter.new_width', index=34,
       number=63, type=5, cpp_type=1, label=1,
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='shuffle_images', full_name='caffe.V0LayerParameter.shuffle_images', index=35,
       number=64, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='concat_dim', full_name='caffe.V0LayerParameter.concat_dim', index=36,
       number=65, type=13, cpp_type=3, label=1,
       has_default_value=True, default_value=1,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='hdf5_output_param', full_name='caffe.V0LayerParameter.hdf5_output_param', index=37,
       number=1001, type=11, cpp_type=10, label=1,
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -8810,12 +8764,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=25509,
-  serialized_end=26530,
+  serialized_start=25652,
+  serialized_end=26673,
 )
 
 
@@ -8832,14 +8785,14 @@
       has_default_value=False, default_value=None,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='channel_shared', full_name='caffe.PReLUParameter.channel_shared', index=1,
       number=2, type=8, cpp_type=7, label=1,
       has_default_value=True, default_value=False,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -8848,12 +8801,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=26532,
-  serialized_end=26619,
+  serialized_start=26675,
+  serialized_end=26762,
 )
 
 
@@ -8870,56 +8822,56 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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=float(0),
+      has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -8928,12 +8880,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=26622,
-  serialized_end=26790,
+  serialized_start=26765,
+  serialized_end=26933,
 )
 
 
@@ -8950,28 +8901,28 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _descriptor.FieldDescriptor(
       name='video_file', full_name='caffe.VideoDataParameter.video_file', index=2,
       number=3, type=9, cpp_type=9, label=1,
       has_default_value=False, default_value=_b("").decode('utf-8'),
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -8981,12 +8932,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=26793,
-  serialized_end=26980,
+  serialized_start=26936,
+  serialized_end=27123,
 )
 
 
@@ -9003,21 +8953,21 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -9026,12 +8976,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=26982,
-  serialized_end=27087,
+  serialized_start=27125,
+  serialized_end=27230,
 )
 
 
@@ -9048,63 +8997,63 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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=float(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, file=DESCRIPTOR),
+      options=None),
     _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=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -9114,12 +9063,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=27090,
-  serialized_end=27435,
+  serialized_start=27233,
+  serialized_end=27578,
 )
 
 
@@ -9136,28 +9084,28 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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=float(0.35),
+      has_default_value=True, default_value=0.35,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -9166,12 +9114,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=27438,
-  serialized_end=27576,
+  serialized_start=27581,
+  serialized_end=27719,
 )
 
 
@@ -9188,133 +9135,133 @@
       has_default_value=False, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -9324,12 +9271,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=27579,
-  serialized_end=28136,
+  serialized_start=27722,
+  serialized_end=28279,
 )
 
 
@@ -9343,17 +9289,17 @@
     _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=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -9362,12 +9308,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=28138,
-  serialized_end=28213,
+  serialized_start=28281,
+  serialized_end=28356,
 )
 
 
@@ -9384,49 +9329,49 @@
       has_default_value=True, default_value=True,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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=float(1000),
+      has_default_value=True, default_value=1000,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(0),
+      has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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=float(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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -9435,12 +9380,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=28216,
-  serialized_end=28453,
+  serialized_start=28359,
+  serialized_end=28596,
 )
 
 
@@ -9454,17 +9398,17 @@
     _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=float(0.5),
+      has_default_value=True, default_value=0.5,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -9473,12 +9417,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=28455,
-  serialized_end=28522,
+  serialized_start=28598,
+  serialized_end=28665,
 )
 
 
@@ -9492,17 +9435,17 @@
     _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=float(4),
+      has_default_value=True, default_value=4,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -9511,12 +9454,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=28524,
-  serialized_end=28589,
+  serialized_start=28667,
+  serialized_end=28732,
 )
 
 
@@ -9530,31 +9472,31 @@
     _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=float(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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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=float(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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -9563,12 +9505,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=28591,
-  serialized_end=28705,
+  serialized_start=28734,
+  serialized_end=28848,
 )
 
 
@@ -9582,24 +9523,24 @@
     _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=float(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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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=float(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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -9608,12 +9549,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=28707,
-  serialized_end=28789,
+  serialized_start=28850,
+  serialized_end=28932,
 )
 
 
@@ -9627,52 +9567,52 @@
     _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=float(0.2),
+      has_default_value=True, default_value=0.2,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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=float(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, file=DESCRIPTOR),
+      options=None),
     _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=float(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, file=DESCRIPTOR),
+      options=None),
     _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=float(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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -9681,12 +9621,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=28792,
-  serialized_end=29018,
+  serialized_start=28935,
+  serialized_end=29161,
 )
 
 
@@ -9703,21 +9642,21 @@
       has_default_value=True, default_value=0,
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
-      options=None, file=DESCRIPTOR),
+      options=None),
     _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, file=DESCRIPTOR),
+      options=None),
     _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=float(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, file=DESCRIPTOR),
+      options=None),
   ],
   extensions=[
   ],
@@ -9726,12 +9665,11 @@
   ],
   options=None,
   is_extendable=False,
-  syntax='proto2',
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=29020,
-  serialized_end=29107,
+  serialized_start=29163,
+  serialized_end=29250,
 )
 
 _BLOBPROTO.fields_by_name['shape'].message_type = _BLOBSHAPE
@@ -9815,6 +9753,7 @@
 _LAYERPARAMETER.fields_by_name['recurrent_param'].message_type = _RECURRENTPARAMETER
 _LAYERPARAMETER.fields_by_name['reduction_param'].message_type = _REDUCTIONPARAMETER
 _LAYERPARAMETER.fields_by_name['relu_param'].message_type = _RELUPARAMETER
+_LAYERPARAMETER.fields_by_name['relu6_param'].message_type = _RELU6PARAMETER
 _LAYERPARAMETER.fields_by_name['reshape_param'].message_type = _RESHAPEPARAMETER
 _LAYERPARAMETER.fields_by_name['roi_pooling_param'].message_type = _ROIPOOLINGPARAMETER
 _LAYERPARAMETER.fields_by_name['scale_param'].message_type = _SCALEPARAMETER
@@ -9841,6 +9780,7 @@
 _LAYERPARAMETER.fields_by_name['crop_param'].message_type = _CROPPARAMETER
 _LAYERPARAMETER.fields_by_name['detection_evaluate_param'].message_type = _DETECTIONEVALUATEPARAMETER
 _LAYERPARAMETER.fields_by_name['detection_output_param'].message_type = _DETECTIONOUTPUTPARAMETER
+_LAYERPARAMETER.fields_by_name['norm_param'].message_type = _NORMALIZEPARAMETER
 _LAYERPARAMETER.fields_by_name['multibox_loss_param'].message_type = _MULTIBOXLOSSPARAMETER
 _LAYERPARAMETER.fields_by_name['permute_param'].message_type = _PERMUTEPARAMETER
 _LAYERPARAMETER.fields_by_name['video_data_param'].message_type = _VIDEODATAPARAMETER
@@ -9860,8 +9800,6 @@
 _LAYERPARAMETER.fields_by_name['upsample_param'].message_type = _UPSAMPLEPARAMETER
 _LAYERPARAMETER.fields_by_name['matmul_param'].message_type = _MATMULPARAMETER
 _LAYERPARAMETER.fields_by_name['pass_through_param'].message_type = _PASSTHROUGHPARAMETER
-_LAYERPARAMETER.fields_by_name['norm_param'].message_type = _NORMALIZEPARAMETER
-_NORMALIZEPARAMETER.fields_by_name['scale_filler'].message_type = _FILLERPARAMETER
 _ANNOTATEDDATAPARAMETER.fields_by_name['batch_sampler'].message_type = _BATCHSAMPLER
 _ANNOTATEDDATAPARAMETER.fields_by_name['anno_type'].enum_type = _ANNOTATEDDATUM_ANNOTATIONTYPE
 _BNPARAMETER.fields_by_name['slope_filler'].message_type = _FILLERPARAMETER
@@ -9923,6 +9861,7 @@
 _MULTIBOXLOSSPARAMETER_CONFLOSSTYPE.containing_type = _MULTIBOXLOSSPARAMETER
 _MULTIBOXLOSSPARAMETER_MATCHTYPE.containing_type = _MULTIBOXLOSSPARAMETER
 _MULTIBOXLOSSPARAMETER_MININGTYPE.containing_type = _MULTIBOXLOSSPARAMETER
+_NORMALIZEPARAMETER.fields_by_name['scale_filler'].message_type = _FILLERPARAMETER
 _PARAMETERPARAMETER.fields_by_name['shape'].message_type = _BLOBSHAPE
 _POOLINGPARAMETER.fields_by_name['pool'].enum_type = _POOLINGPARAMETER_POOLMETHOD
 _POOLINGPARAMETER.fields_by_name['engine'].enum_type = _POOLINGPARAMETER_ENGINE
@@ -9935,6 +9874,8 @@
 _REDUCTIONPARAMETER_REDUCTIONOP.containing_type = _REDUCTIONPARAMETER
 _RELUPARAMETER.fields_by_name['engine'].enum_type = _RELUPARAMETER_ENGINE
 _RELUPARAMETER_ENGINE.containing_type = _RELUPARAMETER
+_RELU6PARAMETER.fields_by_name['engine'].enum_type = _RELU6PARAMETER_ENGINE
+_RELU6PARAMETER_ENGINE.containing_type = _RELU6PARAMETER
 _RESHAPEPARAMETER.fields_by_name['shape'].message_type = _BLOBSHAPE
 _SCALEPARAMETER.fields_by_name['filler'].message_type = _FILLERPARAMETER
 _SCALEPARAMETER.fields_by_name['bias_filler'].message_type = _FILLERPARAMETER
@@ -10035,7 +9976,6 @@
 DESCRIPTOR.message_types_by_name['UpsampleParameter'] = _UPSAMPLEPARAMETER
 DESCRIPTOR.message_types_by_name['MatMulParameter'] = _MATMULPARAMETER
 DESCRIPTOR.message_types_by_name['PassThroughParameter'] = _PASSTHROUGHPARAMETER
-DESCRIPTOR.message_types_by_name['NormalizeParameter'] = _NORMALIZEPARAMETER
 DESCRIPTOR.message_types_by_name['AnnotatedDataParameter'] = _ANNOTATEDDATAPARAMETER
 DESCRIPTOR.message_types_by_name['AsdnDataParameter'] = _ASDNDATAPARAMETER
 DESCRIPTOR.message_types_by_name['MTCNNDataParameter'] = _MTCNNDATAPARAMETER
@@ -10086,6 +10026,7 @@
 DESCRIPTOR.message_types_by_name['LRNParameter'] = _LRNPARAMETER
 DESCRIPTOR.message_types_by_name['MemoryDataParameter'] = _MEMORYDATAPARAMETER
 DESCRIPTOR.message_types_by_name['MultiBoxLossParameter'] = _MULTIBOXLOSSPARAMETER
+DESCRIPTOR.message_types_by_name['NormalizeParameter'] = _NORMALIZEPARAMETER
 DESCRIPTOR.message_types_by_name['PermuteParameter'] = _PERMUTEPARAMETER
 DESCRIPTOR.message_types_by_name['MVNParameter'] = _MVNPARAMETER
 DESCRIPTOR.message_types_by_name['ParameterParameter'] = _PARAMETERPARAMETER
@@ -10096,6 +10037,7 @@
 DESCRIPTOR.message_types_by_name['RecurrentParameter'] = _RECURRENTPARAMETER
 DESCRIPTOR.message_types_by_name['ReductionParameter'] = _REDUCTIONPARAMETER
 DESCRIPTOR.message_types_by_name['ReLUParameter'] = _RELUPARAMETER
+DESCRIPTOR.message_types_by_name['ReLU6Parameter'] = _RELU6PARAMETER
 DESCRIPTOR.message_types_by_name['ReshapeParameter'] = _RESHAPEPARAMETER
 DESCRIPTOR.message_types_by_name['ROIPoolingParameter'] = _ROIPOOLINGPARAMETER
 DESCRIPTOR.message_types_by_name['ScaleParameter'] = _SCALEPARAMETER
@@ -10126,7 +10068,6 @@
 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,
@@ -10331,13 +10272,6 @@
   ))
 _sym_db.RegisterMessage(PassThroughParameter)
 
-NormalizeParameter = _reflection.GeneratedProtocolMessageType('NormalizeParameter', (_message.Message,), dict(
-  DESCRIPTOR = _NORMALIZEPARAMETER,
-  __module__ = 'caffe_pb2'
-  # @@protoc_insertion_point(class_scope:caffe.NormalizeParameter)
-  ))
-_sym_db.RegisterMessage(NormalizeParameter)
-
 AnnotatedDataParameter = _reflection.GeneratedProtocolMessageType('AnnotatedDataParameter', (_message.Message,), dict(
   DESCRIPTOR = _ANNOTATEDDATAPARAMETER,
   __module__ = 'caffe_pb2'
@@ -10688,6 +10622,13 @@
   ))
 _sym_db.RegisterMessage(MultiBoxLossParameter)
 
+NormalizeParameter = _reflection.GeneratedProtocolMessageType('NormalizeParameter', (_message.Message,), dict(
+  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'
@@ -10758,6 +10699,13 @@
   ))
 _sym_db.RegisterMessage(ReLUParameter)
 
+ReLU6Parameter = _reflection.GeneratedProtocolMessageType('ReLU6Parameter', (_message.Message,), dict(
+  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'
@@ -10962,9 +10910,14 @@
 _sym_db.RegisterMessage(ROIAlignParameter)
 
 
-_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
+_BLOBSHAPE.fields_by_name['dim'].has_options = True
+_BLOBSHAPE.fields_by_name['dim']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))
+_BLOBPROTO.fields_by_name['data'].has_options = True
+_BLOBPROTO.fields_by_name['data']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))
+_BLOBPROTO.fields_by_name['diff'].has_options = True
+_BLOBPROTO.fields_by_name['diff']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))
+_BLOBPROTO.fields_by_name['double_data'].has_options = True
+_BLOBPROTO.fields_by_name['double_data']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))
+_BLOBPROTO.fields_by_name['double_diff'].has_options = True
+_BLOBPROTO.fields_by_name['double_diff']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b('\020\001'))
 # @@protoc_insertion_point(module_scope)
diff --git a/Caffe/layer_param.py b/Caffe/layer_param.py
index 1996e4b..c7549ac 100755
--- a/Caffe/layer_param.py
+++ b/Caffe/layer_param.py
@@ -73,6 +73,41 @@ def conv_param(self, num_output, kernel_size, stride=(1), pad=(0,),
             conv_param.group=groups
         self.param.convolution_param.CopyFrom(conv_param)
 
+    def norm_param(self, eps):
+        """
+        add a conv_param layer if you spec the layer type "Convolution"
+        Args:
+            num_output: a int
+            kernel_size: int list
+            stride: a int list
+            weight_filler_type: the weight filer type
+            bias_filler_type: the bias filler type
+        Returns:
+        """
+        l2norm_param = pb.NormalizeParameter()
+        l2norm_param.across_spatial = False
+        l2norm_param.channel_shared = False
+        l2norm_param.eps = eps
+        self.param.norm_param.CopyFrom(l2norm_param)
+
+
+    def permute_param(self, order1, order2, order3, order4):
+        """
+        add a conv_param layer if you spec the layer type "Convolution"
+        Args:
+            num_output: a int
+            kernel_size: int list
+            stride: a int list
+            weight_filler_type: the weight filer type
+            bias_filler_type: the bias filler type
+        Returns:
+        """
+        permute_param = pb.PermuteParameter()
+        permute_param.order.extend([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):
         pool_param=pb.PoolingParameter()
         pool_param.pool=pool_param.PoolMethod.Value(type)
diff --git a/README.md b/README.md
index 3a5cfa1..ede0948 100644
--- a/README.md
+++ b/README.md
@@ -9,9 +9,11 @@
 
 1. Converting a pytorch model to caffe model.
 2. Some convenient tools of manipulate caffemodel and prototxt quickly(like get or set weights of layers).
-3. Support pytorch version >= 0.2.(Have tested on 0.3,0.3.1, 0.4, 0.4.1 ,1.0,1.1,1.2)
+3. Support pytorch version >= 0.2.(Have tested on 0.3,0.3.1, 0.4, 0.4.1 ,1.0, 1.2)
 4. Analysing a model, get the operations number(ops) in every layers.
 
+Noting: pytorch version 1.1 is not supported now
+
 ### requirements
 
 - Python2.7 or Python3.x
@@ -74,13 +76,19 @@ dropout -> Dropout,
  batch_norm -> BatchNorm,Scale, 
  instance_norm -> BatchNorm,Scale,
  _interpolate  ->  Upsample
+ _hardtanh -> ReLU6
+ _permute -> Permute
+ _l2Norm -> Normalize
+ 
  
-- Supporting operations: torch.split, torch.max, torch.cat ,torch.sigmoid
+- Supporting operations: torch.split, torch.max, torch.cat ,torch.sigmoid, torch.div
 - Supporting tensor Variable operations: var.view, + (add), += (iadd), -(sub), -=(isub)
- \* (mul) *= (imul)
+ \* (mul) *= (imul), torch.Tensor.contiguous(_contiguous), torch.Tensor.pow(_pow), 
+ \* torch.Tensor.sum(_sum), torch.Tensor.sqrt(_sqrt), torch.Tensor.unsqueeze(_unsqueeze)
+ \* torch.Tensor.expand_as(_expand_as),
 
 Need to be added for caffe in the future:
-- Normalize,DepthwiseConv
+- DepthwiseConv
 
 The supported above can transfer many kinds of nets, 
 such as AlexNet(tested), VGG(tested), ResNet(fixed the bug in origin repo which mainly caused by ReLu layer function.), Inception_V3(tested).
diff --git a/pytorch_to_caffe.py b/pytorch_to_caffe.py
index 57ee6c1..7f4b4a3 100755
--- a/pytorch_to_caffe.py
+++ b/pytorch_to_caffe.py
@@ -18,6 +18,8 @@
  log.cnet.add_layer(layer)
  
 Please MUTE the inplace operations to avoid not find in graph
+
+注意：只有torch.nn.functional中的函数才能转换为caffe中的层
 """
 
 # TODO: support the inplace output of the layers
@@ -79,13 +81,13 @@ def add_blobs(self, blobs,name='blob',with_num=True):
                 rst.append('{}'.format(name))
             if self.debug:
                 print("{}:{} was added to blobs".format(blob_id,rst[-1]))
-            print('Add blob {} : {}'.format(rst[-1].center(21),blob.size()))
+            # print('Add blob {} : {}'.format(rst[-1].center(21),blob.size()))
             self._blobs[blob_id]=rst[-1]
         return rst
     def blobs(self, var):
         var=id(var)
-        if self.debug:
-            print("{}:{} getting".format(var, self._blobs[var]))
+        # if self.debug:
+        #     print("{}:{} getting".format(var, self._blobs[var]))
         try:
             return self._blobs[var]
         except:
@@ -96,6 +98,7 @@ def blobs(self, var):
 
 layer_names={}
 def _conv2d(raw,input, weight, bias=None, stride=1, padding=0, dilation=1, groups=1):
+    print('conv: ',log.blobs(input))
     x=raw(input,weight,bias,stride,padding,dilation,groups)
     name=log.add_layer(name='conv')
     log.add_blobs([x],name='conv_blob')
@@ -427,6 +430,45 @@ def _tanh(raw, input):
                                   bottom=[log.blobs(input)], top=[log.blobs(x)])
     log.cnet.add_layer(layer)
 
+def _hardtanh(raw, input, min_val, max_val, inplace):
+    # Applies the element-wise function:
+    #
+    # torch.nn.ReLu6
+    #
+    # ​
+    print('relu6: ', log.blobs(input))
+    x = raw(input, min_val, max_val)
+    name = log.add_layer(name='relu6')
+    log.add_blobs([x], name='relu6_blob')
+    layer = caffe_net.Layer_param(name=name, type='ReLU6',
+                                  bottom=[log.blobs(input)], top=[log.blobs(x)])
+    log.cnet.add_layer(layer)
+    return x
+
+#L2Norm layer
+def _l2Norm(raw, input, weight, eps):
+    # Applies the element-wise function:
+    #
+    # L2Norm in vgg_ssd
+    #
+    # ​
+    x = raw(input, weight, eps)
+    name = log.add_layer(name='normalize')
+    log.add_blobs([x], name='normalize_blob')
+    layer = caffe_net.Layer_param(name=name, type='Normalize',
+                                  bottom=[log.blobs(input)], top=[log.blobs(x)])
+    layer.norm_param(eps)
+
+    layer.add_data(weight.cpu().data.numpy())
+    log.cnet.add_layer(layer)
+    return x
+
+def _div(raw,inputs, inputs2):
+    x=raw(inputs, inputs2)
+    log.add_blobs([x],name='div_blob')
+    return x
+
+
 # ----- for Variable operations --------
 
 def _view(input, *args):
@@ -469,10 +511,13 @@ def _add(input, *args):
         return x
     layer_name = log.add_layer(name='add')
     top_blobs = log.add_blobs([x], name='add_blob')
-    layer = caffe_net.Layer_param(name=layer_name, type='Eltwise',
-                                  bottom=[log.blobs(input),log.blobs(args[0])], top=top_blobs)
-    layer.param.eltwise_param.operation = 1 # sum is 1
-    log.cnet.add_layer(layer)
+    if log.blobs(args[0]) == None:
+        log.add_blobs([args[0]], name='extra_blob')
+    else:
+        layer = caffe_net.Layer_param(name=layer_name, type='Eltwise',
+                                      bottom=[log.blobs(input),log.blobs(args[0])], top=top_blobs)
+        layer.param.eltwise_param.operation = 1 # sum is 1
+        log.cnet.add_layer(layer)
     return x
 
 def _iadd(input, *args):
@@ -515,7 +560,7 @@ def _isub(input, *args):
     return x
 
 def _mul(input, *args):
-    x = raw__sub__(input, *args)
+    x = raw__mul__(input, *args)
     if not NET_INITTED:
         return x
     layer_name = log.add_layer(name='mul')
@@ -527,7 +572,7 @@ def _mul(input, *args):
     return x
 
 def _imul(input, *args):
-    x = raw__isub__(input, *args)
+    x = raw__imul__(input, *args)
     if not NET_INITTED:
         return x
     x = x.clone()
@@ -541,6 +586,60 @@ def _imul(input, *args):
     return x
 
 
+#Permute layer
+def _permute(input, *args):
+    x = raw__permute__(input, *args)
+    name = log.add_layer(name='permute')
+    log.add_blobs([x], name='permute_blob')
+    layer = caffe_net.Layer_param(name=name, type='Permute',
+                                  bottom=[log.blobs(input)], top=[log.blobs(x)])
+    order1 = args[0]
+    order2 = args[1]
+    order3 = args[2]
+    order4 = args[3]
+
+    layer.permute_param(order1, order2, order3, order4)
+    log.cnet.add_layer(layer)
+    return x
+
+#contiguous
+def _contiguous(input, *args):
+    x = raw__contiguous__(input, *args)
+    # name = log.add_layer(name='contiguous')
+    log.add_blobs([x], name='contiguous_blob')
+    return x
+
+#pow
+def _pow(input, *args):
+    x = raw__pow__(input, *args)
+    log.add_blobs([x], name='pow_blob')
+    return x
+
+#sum
+def _sum(input, *args):
+    x = raw__sum__(input, *args)
+    log.add_blobs([x], name='sum_blob')
+    return x
+
+# sqrt
+def _sqrt(input, *args):
+    x = raw__sqrt__(input, *args)
+    log.add_blobs([x], name='sqrt_blob')
+    return x
+
+# unsqueeze
+def _unsqueeze(input, *args):
+    x = raw__unsqueeze__(input, *args)
+    log.add_blobs([x], name='unsqueeze_blob')
+    return x
+
+# sqrt
+def _expand_as(input, *args):
+    x = raw__expand_as__(input, *args)
+    log.add_blobs([x], name='expand_as_blob')
+    return x
+
+
 
 
 # 核心组件，通过该类，实现对torch的function中的operators的输入，输出以及参数的读取
@@ -584,12 +683,14 @@ def __call__(self,*args,**kwargs):
 F.interpolate = Rp(F.interpolate,_interpolate)
 F.sigmoid = Rp(F.sigmoid,_sigmoid)
 F.tanh = Rp(F.tanh,_tanh)
-
+F.tanh = Rp(F.tanh,_tanh)
+F.hardtanh = Rp(F.hardtanh,_hardtanh)
+# F.l2norm = Rp(F.l2norm,_l2Norm)
 
 torch.split=Rp(torch.split,_split)
 torch.max=Rp(torch.max,_max)
 torch.cat=Rp(torch.cat,_cat)
-
+torch.div=Rp(torch.div,_div)
 
 # TODO: other types of the view function
 try:
@@ -628,6 +729,20 @@ def __call__(self,*args,**kwargs):
         t.__mul__=_mul
         raw__imul__ = t.__imul__
         t.__imul__ = _imul
+        raw__permute__ = t.permute
+        t.permute = _permute
+        raw__contiguous__ = t.contiguous
+        t.contiguous = _contiguous
+        raw__pow__ = t.pow
+        t.pow = _pow
+        raw__sum__ = t.sum
+        t.sum = _sum
+        raw__sqrt__ = t.sqrt
+        t.sqrt = _sqrt
+        raw__unsqueeze__ = t.unsqueeze
+        t.unsqueeze = _unsqueeze
+        raw__expand_as__ = t.expand_as
+        t.expand_as = _expand_as
 
 
 def trans_net(net,input_var,name='TransferedPytorchModel'):

From abd764dcb4c5735f04f1486e045aedf9fd16472d Mon Sep 17 00:00:00 2001
From: xxradon <wangdong_cn@qq.com>
Date: Wed, 27 Nov 2019 18:01:11 +0800
Subject: [PATCH 5/5] fix pytorch contiguous op bug

---
 Caffe/__pycache__/__init__.cpython-36.pyc    | Bin 102 -> 0 bytes
 Caffe/__pycache__/caffe_net.cpython-36.pyc   | Bin 5565 -> 0 bytes
 Caffe/__pycache__/caffe_pb2.cpython-36.pyc   | Bin 163098 -> 0 bytes
 Caffe/__pycache__/layer_param.cpython-36.pyc | Bin 4602 -> 0 bytes
 Caffe/caffe_net.py                           |  18 +++++++++++++++++-
 Caffe/layer_param.py                         |   2 ++
 pytorch_to_caffe.py                          |   6 +++++-
 7 files changed, 24 insertions(+), 2 deletions(-)
 delete mode 100644 Caffe/__pycache__/__init__.cpython-36.pyc
 delete mode 100644 Caffe/__pycache__/caffe_net.cpython-36.pyc
 delete mode 100644 Caffe/__pycache__/caffe_pb2.cpython-36.pyc
 delete mode 100644 Caffe/__pycache__/layer_param.cpython-36.pyc

diff --git a/Caffe/__pycache__/__init__.cpython-36.pyc b/Caffe/__pycache__/__init__.cpython-36.pyc
deleted file mode 100644
index 0ba0a645fd7b7de454d4b72297f00c226e992dca..0000000000000000000000000000000000000000
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diff --git a/Caffe/__pycache__/caffe_net.cpython-36.pyc b/Caffe/__pycache__/caffe_net.cpython-36.pyc
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diff --git a/Caffe/__pycache__/layer_param.cpython-36.pyc b/Caffe/__pycache__/layer_param.cpython-36.pyc
deleted file mode 100644
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diff --git a/Caffe/caffe_net.py b/Caffe/caffe_net.py
index d68ce47..a1daccf 100644
--- a/Caffe/caffe_net.py
+++ b/Caffe/caffe_net.py
@@ -7,6 +7,7 @@
 class _Net(object):
     def __init__(self):
         self.net=pb.NetParameter()
+        self.needChange = {}
 
     def layer_index(self,layer_name):
         # find a layer's index by name. if the layer was found, return the layer position in the net, else return -1.
@@ -39,6 +40,18 @@ def remove_layer_by_name(self,layer_name):
                 return
         raise(AttributeError, "cannot found layer %s" % str(layer_name))
 
+
+
+    def remove_layer_by_type(self,type_name):
+        for i,layer in enumerate(self.net.layer):
+            if layer.type == type_name:
+                # self.change_layer_bottom(layer.top,layer.bottom)
+                self.needChange[layer.top[0]]=layer.bottom[0]
+                del self.net.layer[i]
+        return
+
+
+
     def get_layer_by_name(self, layer_name):
         # get the layer by layer_name
         for layer in self.net.layer:
@@ -52,7 +65,10 @@ def save_prototxt(self,path):
         for layer in prototxt.layer:
             del layer.blobs[:]
         with open(path,'w') as f:
-            f.write(text_format.MessageToString(prototxt))
+            string = text_format.MessageToString(prototxt)
+            for origin_name in self.needChange.keys():
+                string = string.replace(origin_name,self.needChange[origin_name])
+            f.write(string)
 
     def layer(self,layer_name):
         return self.get_layer_by_name(layer_name)
diff --git a/Caffe/layer_param.py b/Caffe/layer_param.py
index c7549ac..fd966d7 100755
--- a/Caffe/layer_param.py
+++ b/Caffe/layer_param.py
@@ -71,6 +71,8 @@ def conv_param(self, num_output, kernel_size, stride=(1), pad=(0,),
             conv_param.dilation.extend(pair_reduce(dilation))
         if groups:
             conv_param.group=groups
+            if groups != 1:
+                conv_param.engine = 1
         self.param.convolution_param.CopyFrom(conv_param)
 
     def norm_param(self, eps):
diff --git a/pytorch_to_caffe.py b/pytorch_to_caffe.py
index 7f4b4a3..d58aec1 100755
--- a/pytorch_to_caffe.py
+++ b/pytorch_to_caffe.py
@@ -605,8 +605,11 @@ def _permute(input, *args):
 #contiguous
 def _contiguous(input, *args):
     x = raw__contiguous__(input, *args)
-    # name = log.add_layer(name='contiguous')
+    name = log.add_layer(name='contiguous')
     log.add_blobs([x], name='contiguous_blob')
+    layer = caffe_net.Layer_param(name=name, type='NeedRemove',
+                                  bottom=[log.blobs(input)], top=[log.blobs(x)])
+    log.cnet.add_layer(layer)
     return x
 
 #pow
@@ -760,6 +763,7 @@ def trans_net(net,input_var,name='TransferedPytorchModel'):
     print('Transform Completed')
 
 def save_prototxt(save_name):
+    log.cnet.remove_layer_by_type("NeedRemove")
     log.cnet.save_prototxt(save_name)
 
 def save_caffemodel(save_name):