diff --git a/.gitignore b/.gitignore
index e97b923..acb4f29 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,4 +1,7 @@
 save/*
 logs/*
 dump/*
+
 ckpts/*
+
+*.pyc
diff --git a/__init__.py b/__init__.py
new file mode 100644
index 0000000..c8fd620
--- /dev/null
+++ b/__init__.py
@@ -0,0 +1,3 @@
+from .inceptionresnetv2.pytorch_load import inceptionresnetv2
+from .inceptionv4.pytorch_load import inceptionv4
+from .bninception.pytorch_load import BNInception, InceptionV3
diff --git a/bninception/__init__.py b/bninception/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/bninception/bn_inception.yaml b/bninception/bn_inception.yaml
new file mode 100644
index 0000000..ca10ff1
--- /dev/null
+++ b/bninception/bn_inception.yaml
@@ -0,0 +1,558 @@
+inputs: []
+layers:
+- attrs: {kernel_size: 7, num_output: 64, pad: 3, stride: 2}
+  expr: conv1_7x7_s2<=Convolution<=data
+  id: conv1_7x7_s2
+- attrs: {frozen: true}
+  expr: conv1_7x7_s2_bn<=BN<=conv1_7x7_s2
+  id: conv1_7x7_s2_bn
+- {expr: conv1_7x7_s2_bn<=ReLU<=conv1_7x7_s2_bn, id: conv1_relu_7x7}
+- attrs: {kernel_size: 3, mode: max, stride: 2}
+  expr: pool1_3x3_s2<=Pooling<=conv1_7x7_s2_bn
+  id: pool1_3x3_s2
+- attrs: {kernel_size: 1, num_output: 64}
+  expr: conv2_3x3_reduce<=Convolution<=pool1_3x3_s2
+  id: conv2_3x3_reduce
+- attrs: {frozen: true}
+  expr: conv2_3x3_reduce_bn<=BN<=conv2_3x3_reduce
+  id: conv2_3x3_reduce_bn
+- {expr: conv2_3x3_reduce_bn<=ReLU<=conv2_3x3_reduce_bn, id: conv2_relu_3x3_reduce}
+- attrs: {kernel_size: 3, num_output: 192, pad: 1}
+  expr: conv2_3x3<=Convolution<=conv2_3x3_reduce_bn
+  id: conv2_3x3
+- attrs: {frozen: true}
+  expr: conv2_3x3_bn<=BN<=conv2_3x3
+  id: conv2_3x3_bn
+- {expr: conv2_3x3_bn<=ReLU<=conv2_3x3_bn, id: conv2_relu_3x3}
+- attrs: {kernel_size: 3, mode: max, stride: 2}
+  expr: pool2_3x3_s2<=Pooling<=conv2_3x3_bn
+  id: pool2_3x3_s2
+- attrs: {kernel_size: 1, num_output: 64}
+  expr: inception_3a_1x1<=Convolution<=pool2_3x3_s2
+  id: inception_3a_1x1
+- attrs: {frozen: true}
+  expr: inception_3a_1x1_bn<=BN<=inception_3a_1x1
+  id: inception_3a_1x1_bn
+- {expr: inception_3a_1x1_bn<=ReLU<=inception_3a_1x1_bn, id: inception_3a_relu_1x1}
+- attrs: {kernel_size: 1, num_output: 64}
+  expr: inception_3a_3x3_reduce<=Convolution<=pool2_3x3_s2
+  id: inception_3a_3x3_reduce
+- attrs: {frozen: true}
+  expr: inception_3a_3x3_reduce_bn<=BN<=inception_3a_3x3_reduce
+  id: inception_3a_3x3_reduce_bn
+- {expr: inception_3a_3x3_reduce_bn<=ReLU<=inception_3a_3x3_reduce_bn, id: inception_3a_relu_3x3_reduce}
+- attrs: {kernel_size: 3, num_output: 64, pad: 1}
+  expr: inception_3a_3x3<=Convolution<=inception_3a_3x3_reduce_bn
+  id: inception_3a_3x3
+- attrs: {frozen: true}
+  expr: inception_3a_3x3_bn<=BN<=inception_3a_3x3
+  id: inception_3a_3x3_bn
+- {expr: inception_3a_3x3_bn<=ReLU<=inception_3a_3x3_bn, id: inception_3a_relu_3x3}
+- attrs: {kernel_size: 1, num_output: 64}
+  expr: inception_3a_double_3x3_reduce<=Convolution<=pool2_3x3_s2
+  id: inception_3a_double_3x3_reduce
+- attrs: {frozen: true}
+  expr: inception_3a_double_3x3_reduce_bn<=BN<=inception_3a_double_3x3_reduce
+  id: inception_3a_double_3x3_reduce_bn
+- {expr: inception_3a_double_3x3_reduce_bn<=ReLU<=inception_3a_double_3x3_reduce_bn,
+  id: inception_3a_relu_double_3x3_reduce}
+- attrs: {kernel_size: 3, num_output: 96, pad: 1}
+  expr: inception_3a_double_3x3_1<=Convolution<=inception_3a_double_3x3_reduce_bn
+  id: inception_3a_double_3x3_1
+- attrs: {frozen: true}
+  expr: inception_3a_double_3x3_1_bn<=BN<=inception_3a_double_3x3_1
+  id: inception_3a_double_3x3_1_bn
+- {expr: inception_3a_double_3x3_1_bn<=ReLU<=inception_3a_double_3x3_1_bn, id: inception_3a_relu_double_3x3_1}
+- attrs: {kernel_size: 3, num_output: 96, pad: 1}
+  expr: inception_3a_double_3x3_2<=Convolution<=inception_3a_double_3x3_1_bn
+  id: inception_3a_double_3x3_2
+- attrs: {frozen: true}
+  expr: inception_3a_double_3x3_2_bn<=BN<=inception_3a_double_3x3_2
+  id: inception_3a_double_3x3_2_bn
+- {expr: inception_3a_double_3x3_2_bn<=ReLU<=inception_3a_double_3x3_2_bn, id: inception_3a_relu_double_3x3_2}
+- attrs: {kernel_size: 3, mode: ave, pad: 1, stride: 1}
+  expr: inception_3a_pool<=Pooling<=pool2_3x3_s2
+  id: inception_3a_pool
+- attrs: {kernel_size: 1, num_output: 32}
+  expr: inception_3a_pool_proj<=Convolution<=inception_3a_pool
+  id: inception_3a_pool_proj
+- attrs: {frozen: true}
+  expr: inception_3a_pool_proj_bn<=BN<=inception_3a_pool_proj
+  id: inception_3a_pool_proj_bn
+- {expr: inception_3a_pool_proj_bn<=ReLU<=inception_3a_pool_proj_bn, id: inception_3a_relu_pool_proj}
+- {expr: 'inception_3a_output<=Concat<=inception_3a_1x1_bn,inception_3a_3x3_bn,inception_3a_double_3x3_2_bn,inception_3a_pool_proj_bn',
+  id: inception_3a_output}
+- attrs: {kernel_size: 1, num_output: 64}
+  expr: inception_3b_1x1<=Convolution<=inception_3a_output
+  id: inception_3b_1x1
+- attrs: {frozen: true}
+  expr: inception_3b_1x1_bn<=BN<=inception_3b_1x1
+  id: inception_3b_1x1_bn
+- {expr: inception_3b_1x1_bn<=ReLU<=inception_3b_1x1_bn, id: inception_3b_relu_1x1}
+- attrs: {kernel_size: 1, num_output: 64}
+  expr: inception_3b_3x3_reduce<=Convolution<=inception_3a_output
+  id: inception_3b_3x3_reduce
+- attrs: {frozen: true}
+  expr: inception_3b_3x3_reduce_bn<=BN<=inception_3b_3x3_reduce
+  id: inception_3b_3x3_reduce_bn
+- {expr: inception_3b_3x3_reduce_bn<=ReLU<=inception_3b_3x3_reduce_bn, id: inception_3b_relu_3x3_reduce}
+- attrs: {kernel_size: 3, num_output: 96, pad: 1}
+  expr: inception_3b_3x3<=Convolution<=inception_3b_3x3_reduce_bn
+  id: inception_3b_3x3
+- attrs: {frozen: true}
+  expr: inception_3b_3x3_bn<=BN<=inception_3b_3x3
+  id: inception_3b_3x3_bn
+- {expr: inception_3b_3x3_bn<=ReLU<=inception_3b_3x3_bn, id: inception_3b_relu_3x3}
+- attrs: {kernel_size: 1, num_output: 64}
+  expr: inception_3b_double_3x3_reduce<=Convolution<=inception_3a_output
+  id: inception_3b_double_3x3_reduce
+- attrs: {frozen: true}
+  expr: inception_3b_double_3x3_reduce_bn<=BN<=inception_3b_double_3x3_reduce
+  id: inception_3b_double_3x3_reduce_bn
+- {expr: inception_3b_double_3x3_reduce_bn<=ReLU<=inception_3b_double_3x3_reduce_bn,
+  id: inception_3b_relu_double_3x3_reduce}
+- attrs: {kernel_size: 3, num_output: 96, pad: 1}
+  expr: inception_3b_double_3x3_1<=Convolution<=inception_3b_double_3x3_reduce_bn
+  id: inception_3b_double_3x3_1
+- attrs: {frozen: true}
+  expr: inception_3b_double_3x3_1_bn<=BN<=inception_3b_double_3x3_1
+  id: inception_3b_double_3x3_1_bn
+- {expr: inception_3b_double_3x3_1_bn<=ReLU<=inception_3b_double_3x3_1_bn, id: inception_3b_relu_double_3x3_1}
+- attrs: {kernel_size: 3, num_output: 96, pad: 1}
+  expr: inception_3b_double_3x3_2<=Convolution<=inception_3b_double_3x3_1_bn
+  id: inception_3b_double_3x3_2
+- attrs: {frozen: true}
+  expr: inception_3b_double_3x3_2_bn<=BN<=inception_3b_double_3x3_2
+  id: inception_3b_double_3x3_2_bn
+- {expr: inception_3b_double_3x3_2_bn<=ReLU<=inception_3b_double_3x3_2_bn, id: inception_3b_relu_double_3x3_2}
+- attrs: {kernel_size: 3, mode: ave, pad: 1, stride: 1}
+  expr: inception_3b_pool<=Pooling<=inception_3a_output
+  id: inception_3b_pool
+- attrs: {kernel_size: 1, num_output: 64}
+  expr: inception_3b_pool_proj<=Convolution<=inception_3b_pool
+  id: inception_3b_pool_proj
+- attrs: {frozen: true}
+  expr: inception_3b_pool_proj_bn<=BN<=inception_3b_pool_proj
+  id: inception_3b_pool_proj_bn
+- {expr: inception_3b_pool_proj_bn<=ReLU<=inception_3b_pool_proj_bn, id: inception_3b_relu_pool_proj}
+- {expr: 'inception_3b_output<=Concat<=inception_3b_1x1_bn,inception_3b_3x3_bn,inception_3b_double_3x3_2_bn,inception_3b_pool_proj_bn',
+  id: inception_3b_output}
+- attrs: {kernel_size: 1, num_output: 128}
+  expr: inception_3c_3x3_reduce<=Convolution<=inception_3b_output
+  id: inception_3c_3x3_reduce
+- attrs: {frozen: true}
+  expr: inception_3c_3x3_reduce_bn<=BN<=inception_3c_3x3_reduce
+  id: inception_3c_3x3_reduce_bn
+- {expr: inception_3c_3x3_reduce_bn<=ReLU<=inception_3c_3x3_reduce_bn, id: inception_3c_relu_3x3_reduce}
+- attrs: {kernel_size: 3, num_output: 160, pad: 1, stride: 2}
+  expr: inception_3c_3x3<=Convolution<=inception_3c_3x3_reduce_bn
+  id: inception_3c_3x3
+- attrs: {frozen: true}
+  expr: inception_3c_3x3_bn<=BN<=inception_3c_3x3
+  id: inception_3c_3x3_bn
+- {expr: inception_3c_3x3_bn<=ReLU<=inception_3c_3x3_bn, id: inception_3c_relu_3x3}
+- attrs: {kernel_size: 1, num_output: 64}
+  expr: inception_3c_double_3x3_reduce<=Convolution<=inception_3b_output
+  id: inception_3c_double_3x3_reduce
+- attrs: {frozen: true}
+  expr: inception_3c_double_3x3_reduce_bn<=BN<=inception_3c_double_3x3_reduce
+  id: inception_3c_double_3x3_reduce_bn
+- {expr: inception_3c_double_3x3_reduce_bn<=ReLU<=inception_3c_double_3x3_reduce_bn,
+  id: inception_3c_relu_double_3x3_reduce}
+- attrs: {kernel_size: 3, num_output: 96, pad: 1}
+  expr: inception_3c_double_3x3_1<=Convolution<=inception_3c_double_3x3_reduce_bn
+  id: inception_3c_double_3x3_1
+- attrs: {frozen: true}
+  expr: inception_3c_double_3x3_1_bn<=BN<=inception_3c_double_3x3_1
+  id: inception_3c_double_3x3_1_bn
+- {expr: inception_3c_double_3x3_1_bn<=ReLU<=inception_3c_double_3x3_1_bn, id: inception_3c_relu_double_3x3_1}
+- attrs: {kernel_size: 3, num_output: 96, pad: 1, stride: 2}
+  expr: inception_3c_double_3x3_2<=Convolution<=inception_3c_double_3x3_1_bn
+  id: inception_3c_double_3x3_2
+- attrs: {frozen: true}
+  expr: inception_3c_double_3x3_2_bn<=BN<=inception_3c_double_3x3_2
+  id: inception_3c_double_3x3_2_bn
+- {expr: inception_3c_double_3x3_2_bn<=ReLU<=inception_3c_double_3x3_2_bn, id: inception_3c_relu_double_3x3_2}
+- attrs: {kernel_size: 3, mode: max, stride: 2}
+  expr: inception_3c_pool<=Pooling<=inception_3b_output
+  id: inception_3c_pool
+- {expr: 'inception_3c_output<=Concat<=inception_3c_3x3_bn,inception_3c_double_3x3_2_bn,inception_3c_pool',
+  id: inception_3c_output}
+- attrs: {kernel_size: 1, num_output: 224}
+  expr: inception_4a_1x1<=Convolution<=inception_3c_output
+  id: inception_4a_1x1
+- attrs: {frozen: true}
+  expr: inception_4a_1x1_bn<=BN<=inception_4a_1x1
+  id: inception_4a_1x1_bn
+- {expr: inception_4a_1x1_bn<=ReLU<=inception_4a_1x1_bn, id: inception_4a_relu_1x1}
+- attrs: {kernel_size: 1, num_output: 64}
+  expr: inception_4a_3x3_reduce<=Convolution<=inception_3c_output
+  id: inception_4a_3x3_reduce
+- attrs: {frozen: true}
+  expr: inception_4a_3x3_reduce_bn<=BN<=inception_4a_3x3_reduce
+  id: inception_4a_3x3_reduce_bn
+- {expr: inception_4a_3x3_reduce_bn<=ReLU<=inception_4a_3x3_reduce_bn, id: inception_4a_relu_3x3_reduce}
+- attrs: {kernel_size: 3, num_output: 96, pad: 1}
+  expr: inception_4a_3x3<=Convolution<=inception_4a_3x3_reduce_bn
+  id: inception_4a_3x3
+- attrs: {frozen: true}
+  expr: inception_4a_3x3_bn<=BN<=inception_4a_3x3
+  id: inception_4a_3x3_bn
+- {expr: inception_4a_3x3_bn<=ReLU<=inception_4a_3x3_bn, id: inception_4a_relu_3x3}
+- attrs: {kernel_size: 1, num_output: 96}
+  expr: inception_4a_double_3x3_reduce<=Convolution<=inception_3c_output
+  id: inception_4a_double_3x3_reduce
+- attrs: {frozen: true}
+  expr: inception_4a_double_3x3_reduce_bn<=BN<=inception_4a_double_3x3_reduce
+  id: inception_4a_double_3x3_reduce_bn
+- {expr: inception_4a_double_3x3_reduce_bn<=ReLU<=inception_4a_double_3x3_reduce_bn,
+  id: inception_4a_relu_double_3x3_reduce}
+- attrs: {kernel_size: 3, num_output: 128, pad: 1}
+  expr: inception_4a_double_3x3_1<=Convolution<=inception_4a_double_3x3_reduce_bn
+  id: inception_4a_double_3x3_1
+- attrs: {frozen: true}
+  expr: inception_4a_double_3x3_1_bn<=BN<=inception_4a_double_3x3_1
+  id: inception_4a_double_3x3_1_bn
+- {expr: inception_4a_double_3x3_1_bn<=ReLU<=inception_4a_double_3x3_1_bn, id: inception_4a_relu_double_3x3_1}
+- attrs: {kernel_size: 3, num_output: 128, pad: 1}
+  expr: inception_4a_double_3x3_2<=Convolution<=inception_4a_double_3x3_1_bn
+  id: inception_4a_double_3x3_2
+- attrs: {frozen: true}
+  expr: inception_4a_double_3x3_2_bn<=BN<=inception_4a_double_3x3_2
+  id: inception_4a_double_3x3_2_bn
+- {expr: inception_4a_double_3x3_2_bn<=ReLU<=inception_4a_double_3x3_2_bn, id: inception_4a_relu_double_3x3_2}
+- attrs: {kernel_size: 3, mode: ave, pad: 1, stride: 1}
+  expr: inception_4a_pool<=Pooling<=inception_3c_output
+  id: inception_4a_pool
+- attrs: {kernel_size: 1, num_output: 128}
+  expr: inception_4a_pool_proj<=Convolution<=inception_4a_pool
+  id: inception_4a_pool_proj
+- attrs: {frozen: true}
+  expr: inception_4a_pool_proj_bn<=BN<=inception_4a_pool_proj
+  id: inception_4a_pool_proj_bn
+- {expr: inception_4a_pool_proj_bn<=ReLU<=inception_4a_pool_proj_bn, id: inception_4a_relu_pool_proj}
+- {expr: 'inception_4a_output<=Concat<=inception_4a_1x1_bn,inception_4a_3x3_bn,inception_4a_double_3x3_2_bn,inception_4a_pool_proj_bn',
+  id: inception_4a_output}
+- attrs: {kernel_size: 1, num_output: 192}
+  expr: inception_4b_1x1<=Convolution<=inception_4a_output
+  id: inception_4b_1x1
+- attrs: {frozen: true}
+  expr: inception_4b_1x1_bn<=BN<=inception_4b_1x1
+  id: inception_4b_1x1_bn
+- {expr: inception_4b_1x1_bn<=ReLU<=inception_4b_1x1_bn, id: inception_4b_relu_1x1}
+- attrs: {kernel_size: 1, num_output: 96}
+  expr: inception_4b_3x3_reduce<=Convolution<=inception_4a_output
+  id: inception_4b_3x3_reduce
+- attrs: {frozen: true}
+  expr: inception_4b_3x3_reduce_bn<=BN<=inception_4b_3x3_reduce
+  id: inception_4b_3x3_reduce_bn
+- {expr: inception_4b_3x3_reduce_bn<=ReLU<=inception_4b_3x3_reduce_bn, id: inception_4b_relu_3x3_reduce}
+- attrs: {kernel_size: 3, num_output: 128, pad: 1}
+  expr: inception_4b_3x3<=Convolution<=inception_4b_3x3_reduce_bn
+  id: inception_4b_3x3
+- attrs: {frozen: true}
+  expr: inception_4b_3x3_bn<=BN<=inception_4b_3x3
+  id: inception_4b_3x3_bn
+- {expr: inception_4b_3x3_bn<=ReLU<=inception_4b_3x3_bn, id: inception_4b_relu_3x3}
+- attrs: {kernel_size: 1, num_output: 96}
+  expr: inception_4b_double_3x3_reduce<=Convolution<=inception_4a_output
+  id: inception_4b_double_3x3_reduce
+- attrs: {frozen: true}
+  expr: inception_4b_double_3x3_reduce_bn<=BN<=inception_4b_double_3x3_reduce
+  id: inception_4b_double_3x3_reduce_bn
+- {expr: inception_4b_double_3x3_reduce_bn<=ReLU<=inception_4b_double_3x3_reduce_bn,
+  id: inception_4b_relu_double_3x3_reduce}
+- attrs: {kernel_size: 3, num_output: 128, pad: 1}
+  expr: inception_4b_double_3x3_1<=Convolution<=inception_4b_double_3x3_reduce_bn
+  id: inception_4b_double_3x3_1
+- attrs: {frozen: true}
+  expr: inception_4b_double_3x3_1_bn<=BN<=inception_4b_double_3x3_1
+  id: inception_4b_double_3x3_1_bn
+- {expr: inception_4b_double_3x3_1_bn<=ReLU<=inception_4b_double_3x3_1_bn, id: inception_4b_relu_double_3x3_1}
+- attrs: {kernel_size: 3, num_output: 128, pad: 1}
+  expr: inception_4b_double_3x3_2<=Convolution<=inception_4b_double_3x3_1_bn
+  id: inception_4b_double_3x3_2
+- attrs: {frozen: true}
+  expr: inception_4b_double_3x3_2_bn<=BN<=inception_4b_double_3x3_2
+  id: inception_4b_double_3x3_2_bn
+- {expr: inception_4b_double_3x3_2_bn<=ReLU<=inception_4b_double_3x3_2_bn, id: inception_4b_relu_double_3x3_2}
+- attrs: {kernel_size: 3, mode: ave, pad: 1, stride: 1}
+  expr: inception_4b_pool<=Pooling<=inception_4a_output
+  id: inception_4b_pool
+- attrs: {kernel_size: 1, num_output: 128}
+  expr: inception_4b_pool_proj<=Convolution<=inception_4b_pool
+  id: inception_4b_pool_proj
+- attrs: {frozen: true}
+  expr: inception_4b_pool_proj_bn<=BN<=inception_4b_pool_proj
+  id: inception_4b_pool_proj_bn
+- {expr: inception_4b_pool_proj_bn<=ReLU<=inception_4b_pool_proj_bn, id: inception_4b_relu_pool_proj}
+- {expr: 'inception_4b_output<=Concat<=inception_4b_1x1_bn,inception_4b_3x3_bn,inception_4b_double_3x3_2_bn,inception_4b_pool_proj_bn',
+  id: inception_4b_output}
+- attrs: {kernel_size: 1, num_output: 160}
+  expr: inception_4c_1x1<=Convolution<=inception_4b_output
+  id: inception_4c_1x1
+- attrs: {frozen: true}
+  expr: inception_4c_1x1_bn<=BN<=inception_4c_1x1
+  id: inception_4c_1x1_bn
+- {expr: inception_4c_1x1_bn<=ReLU<=inception_4c_1x1_bn, id: inception_4c_relu_1x1}
+- attrs: {kernel_size: 1, num_output: 128}
+  expr: inception_4c_3x3_reduce<=Convolution<=inception_4b_output
+  id: inception_4c_3x3_reduce
+- attrs: {frozen: true}
+  expr: inception_4c_3x3_reduce_bn<=BN<=inception_4c_3x3_reduce
+  id: inception_4c_3x3_reduce_bn
+- {expr: inception_4c_3x3_reduce_bn<=ReLU<=inception_4c_3x3_reduce_bn, id: inception_4c_relu_3x3_reduce}
+- attrs: {kernel_size: 3, num_output: 160, pad: 1}
+  expr: inception_4c_3x3<=Convolution<=inception_4c_3x3_reduce_bn
+  id: inception_4c_3x3
+- attrs: {frozen: true}
+  expr: inception_4c_3x3_bn<=BN<=inception_4c_3x3
+  id: inception_4c_3x3_bn
+- {expr: inception_4c_3x3_bn<=ReLU<=inception_4c_3x3_bn, id: inception_4c_relu_3x3}
+- attrs: {kernel_size: 1, num_output: 128}
+  expr: inception_4c_double_3x3_reduce<=Convolution<=inception_4b_output
+  id: inception_4c_double_3x3_reduce
+- attrs: {frozen: true}
+  expr: inception_4c_double_3x3_reduce_bn<=BN<=inception_4c_double_3x3_reduce
+  id: inception_4c_double_3x3_reduce_bn
+- {expr: inception_4c_double_3x3_reduce_bn<=ReLU<=inception_4c_double_3x3_reduce_bn,
+  id: inception_4c_relu_double_3x3_reduce}
+- attrs: {kernel_size: 3, num_output: 160, pad: 1}
+  expr: inception_4c_double_3x3_1<=Convolution<=inception_4c_double_3x3_reduce_bn
+  id: inception_4c_double_3x3_1
+- attrs: {frozen: true}
+  expr: inception_4c_double_3x3_1_bn<=BN<=inception_4c_double_3x3_1
+  id: inception_4c_double_3x3_1_bn
+- {expr: inception_4c_double_3x3_1_bn<=ReLU<=inception_4c_double_3x3_1_bn, id: inception_4c_relu_double_3x3_1}
+- attrs: {kernel_size: 3, num_output: 160, pad: 1}
+  expr: inception_4c_double_3x3_2<=Convolution<=inception_4c_double_3x3_1_bn
+  id: inception_4c_double_3x3_2
+- attrs: {frozen: true}
+  expr: inception_4c_double_3x3_2_bn<=BN<=inception_4c_double_3x3_2
+  id: inception_4c_double_3x3_2_bn
+- {expr: inception_4c_double_3x3_2_bn<=ReLU<=inception_4c_double_3x3_2_bn, id: inception_4c_relu_double_3x3_2}
+- attrs: {kernel_size: 3, mode: ave, pad: 1, stride: 1}
+  expr: inception_4c_pool<=Pooling<=inception_4b_output
+  id: inception_4c_pool
+- attrs: {kernel_size: 1, num_output: 128}
+  expr: inception_4c_pool_proj<=Convolution<=inception_4c_pool
+  id: inception_4c_pool_proj
+- attrs: {frozen: true}
+  expr: inception_4c_pool_proj_bn<=BN<=inception_4c_pool_proj
+  id: inception_4c_pool_proj_bn
+- {expr: inception_4c_pool_proj_bn<=ReLU<=inception_4c_pool_proj_bn, id: inception_4c_relu_pool_proj}
+- {expr: 'inception_4c_output<=Concat<=inception_4c_1x1_bn,inception_4c_3x3_bn,inception_4c_double_3x3_2_bn,inception_4c_pool_proj_bn',
+  id: inception_4c_output}
+- attrs: {kernel_size: 1, num_output: 96}
+  expr: inception_4d_1x1<=Convolution<=inception_4c_output
+  id: inception_4d_1x1
+- attrs: {frozen: true}
+  expr: inception_4d_1x1_bn<=BN<=inception_4d_1x1
+  id: inception_4d_1x1_bn
+- {expr: inception_4d_1x1_bn<=ReLU<=inception_4d_1x1_bn, id: inception_4d_relu_1x1}
+- attrs: {kernel_size: 1, num_output: 128}
+  expr: inception_4d_3x3_reduce<=Convolution<=inception_4c_output
+  id: inception_4d_3x3_reduce
+- attrs: {frozen: true}
+  expr: inception_4d_3x3_reduce_bn<=BN<=inception_4d_3x3_reduce
+  id: inception_4d_3x3_reduce_bn
+- {expr: inception_4d_3x3_reduce_bn<=ReLU<=inception_4d_3x3_reduce_bn, id: inception_4d_relu_3x3_reduce}
+- attrs: {kernel_size: 3, num_output: 192, pad: 1}
+  expr: inception_4d_3x3<=Convolution<=inception_4d_3x3_reduce_bn
+  id: inception_4d_3x3
+- attrs: {frozen: true}
+  expr: inception_4d_3x3_bn<=BN<=inception_4d_3x3
+  id: inception_4d_3x3_bn
+- {expr: inception_4d_3x3_bn<=ReLU<=inception_4d_3x3_bn, id: inception_4d_relu_3x3}
+- attrs: {kernel_size: 1, num_output: 160}
+  expr: inception_4d_double_3x3_reduce<=Convolution<=inception_4c_output
+  id: inception_4d_double_3x3_reduce
+- attrs: {frozen: true}
+  expr: inception_4d_double_3x3_reduce_bn<=BN<=inception_4d_double_3x3_reduce
+  id: inception_4d_double_3x3_reduce_bn
+- {expr: inception_4d_double_3x3_reduce_bn<=ReLU<=inception_4d_double_3x3_reduce_bn,
+  id: inception_4d_relu_double_3x3_reduce}
+- attrs: {kernel_size: 3, num_output: 192, pad: 1}
+  expr: inception_4d_double_3x3_1<=Convolution<=inception_4d_double_3x3_reduce_bn
+  id: inception_4d_double_3x3_1
+- attrs: {frozen: true}
+  expr: inception_4d_double_3x3_1_bn<=BN<=inception_4d_double_3x3_1
+  id: inception_4d_double_3x3_1_bn
+- {expr: inception_4d_double_3x3_1_bn<=ReLU<=inception_4d_double_3x3_1_bn, id: inception_4d_relu_double_3x3_1}
+- attrs: {kernel_size: 3, num_output: 192, pad: 1}
+  expr: inception_4d_double_3x3_2<=Convolution<=inception_4d_double_3x3_1_bn
+  id: inception_4d_double_3x3_2
+- attrs: {frozen: true}
+  expr: inception_4d_double_3x3_2_bn<=BN<=inception_4d_double_3x3_2
+  id: inception_4d_double_3x3_2_bn
+- {expr: inception_4d_double_3x3_2_bn<=ReLU<=inception_4d_double_3x3_2_bn, id: inception_4d_relu_double_3x3_2}
+- attrs: {kernel_size: 3, mode: ave, pad: 1, stride: 1}
+  expr: inception_4d_pool<=Pooling<=inception_4c_output
+  id: inception_4d_pool
+- attrs: {kernel_size: 1, num_output: 128}
+  expr: inception_4d_pool_proj<=Convolution<=inception_4d_pool
+  id: inception_4d_pool_proj
+- attrs: {frozen: true}
+  expr: inception_4d_pool_proj_bn<=BN<=inception_4d_pool_proj
+  id: inception_4d_pool_proj_bn
+- {expr: inception_4d_pool_proj_bn<=ReLU<=inception_4d_pool_proj_bn, id: inception_4d_relu_pool_proj}
+- {expr: 'inception_4d_output<=Concat<=inception_4d_1x1_bn,inception_4d_3x3_bn,inception_4d_double_3x3_2_bn,inception_4d_pool_proj_bn',
+  id: inception_4d_output}
+- attrs: {kernel_size: 1, num_output: 128}
+  expr: inception_4e_3x3_reduce<=Convolution<=inception_4d_output
+  id: inception_4e_3x3_reduce
+- attrs: {frozen: true}
+  expr: inception_4e_3x3_reduce_bn<=BN<=inception_4e_3x3_reduce
+  id: inception_4e_3x3_reduce_bn
+- {expr: inception_4e_3x3_reduce_bn<=ReLU<=inception_4e_3x3_reduce_bn, id: inception_4e_relu_3x3_reduce}
+- attrs: {kernel_size: 3, num_output: 192, pad: 1, stride: 2}
+  expr: inception_4e_3x3<=Convolution<=inception_4e_3x3_reduce_bn
+  id: inception_4e_3x3
+- attrs: {frozen: true}
+  expr: inception_4e_3x3_bn<=BN<=inception_4e_3x3
+  id: inception_4e_3x3_bn
+- {expr: inception_4e_3x3_bn<=ReLU<=inception_4e_3x3_bn, id: inception_4e_relu_3x3}
+- attrs: {kernel_size: 1, num_output: 192}
+  expr: inception_4e_double_3x3_reduce<=Convolution<=inception_4d_output
+  id: inception_4e_double_3x3_reduce
+- attrs: {frozen: true}
+  expr: inception_4e_double_3x3_reduce_bn<=BN<=inception_4e_double_3x3_reduce
+  id: inception_4e_double_3x3_reduce_bn
+- {expr: inception_4e_double_3x3_reduce_bn<=ReLU<=inception_4e_double_3x3_reduce_bn,
+  id: inception_4e_relu_double_3x3_reduce}
+- attrs: {kernel_size: 3, num_output: 256, pad: 1}
+  expr: inception_4e_double_3x3_1<=Convolution<=inception_4e_double_3x3_reduce_bn
+  id: inception_4e_double_3x3_1
+- attrs: {frozen: true}
+  expr: inception_4e_double_3x3_1_bn<=BN<=inception_4e_double_3x3_1
+  id: inception_4e_double_3x3_1_bn
+- {expr: inception_4e_double_3x3_1_bn<=ReLU<=inception_4e_double_3x3_1_bn, id: inception_4e_relu_double_3x3_1}
+- attrs: {kernel_size: 3, num_output: 256, pad: 1, stride: 2}
+  expr: inception_4e_double_3x3_2<=Convolution<=inception_4e_double_3x3_1_bn
+  id: inception_4e_double_3x3_2
+- attrs: {frozen: true}
+  expr: inception_4e_double_3x3_2_bn<=BN<=inception_4e_double_3x3_2
+  id: inception_4e_double_3x3_2_bn
+- {expr: inception_4e_double_3x3_2_bn<=ReLU<=inception_4e_double_3x3_2_bn, id: inception_4e_relu_double_3x3_2}
+- attrs: {kernel_size: 3, mode: max, stride: 2}
+  expr: inception_4e_pool<=Pooling<=inception_4d_output
+  id: inception_4e_pool
+- {expr: 'inception_4e_output<=Concat<=inception_4e_3x3_bn,inception_4e_double_3x3_2_bn,inception_4e_pool',
+  id: inception_4e_output}
+- attrs: {kernel_size: 1, num_output: 352}
+  expr: inception_5a_1x1<=Convolution<=inception_4e_output
+  id: inception_5a_1x1
+- attrs: {frozen: true}
+  expr: inception_5a_1x1_bn<=BN<=inception_5a_1x1
+  id: inception_5a_1x1_bn
+- {expr: inception_5a_1x1_bn<=ReLU<=inception_5a_1x1_bn, id: inception_5a_relu_1x1}
+- attrs: {kernel_size: 1, num_output: 192}
+  expr: inception_5a_3x3_reduce<=Convolution<=inception_4e_output
+  id: inception_5a_3x3_reduce
+- attrs: {frozen: true}
+  expr: inception_5a_3x3_reduce_bn<=BN<=inception_5a_3x3_reduce
+  id: inception_5a_3x3_reduce_bn
+- {expr: inception_5a_3x3_reduce_bn<=ReLU<=inception_5a_3x3_reduce_bn, id: inception_5a_relu_3x3_reduce}
+- attrs: {kernel_size: 3, num_output: 320, pad: 1}
+  expr: inception_5a_3x3<=Convolution<=inception_5a_3x3_reduce_bn
+  id: inception_5a_3x3
+- attrs: {frozen: true}
+  expr: inception_5a_3x3_bn<=BN<=inception_5a_3x3
+  id: inception_5a_3x3_bn
+- {expr: inception_5a_3x3_bn<=ReLU<=inception_5a_3x3_bn, id: inception_5a_relu_3x3}
+- attrs: {kernel_size: 1, num_output: 160}
+  expr: inception_5a_double_3x3_reduce<=Convolution<=inception_4e_output
+  id: inception_5a_double_3x3_reduce
+- attrs: {frozen: true}
+  expr: inception_5a_double_3x3_reduce_bn<=BN<=inception_5a_double_3x3_reduce
+  id: inception_5a_double_3x3_reduce_bn
+- {expr: inception_5a_double_3x3_reduce_bn<=ReLU<=inception_5a_double_3x3_reduce_bn,
+  id: inception_5a_relu_double_3x3_reduce}
+- attrs: {kernel_size: 3, num_output: 224, pad: 1}
+  expr: inception_5a_double_3x3_1<=Convolution<=inception_5a_double_3x3_reduce_bn
+  id: inception_5a_double_3x3_1
+- attrs: {frozen: true}
+  expr: inception_5a_double_3x3_1_bn<=BN<=inception_5a_double_3x3_1
+  id: inception_5a_double_3x3_1_bn
+- {expr: inception_5a_double_3x3_1_bn<=ReLU<=inception_5a_double_3x3_1_bn, id: inception_5a_relu_double_3x3_1}
+- attrs: {kernel_size: 3, num_output: 224, pad: 1}
+  expr: inception_5a_double_3x3_2<=Convolution<=inception_5a_double_3x3_1_bn
+  id: inception_5a_double_3x3_2
+- attrs: {frozen: true}
+  expr: inception_5a_double_3x3_2_bn<=BN<=inception_5a_double_3x3_2
+  id: inception_5a_double_3x3_2_bn
+- {expr: inception_5a_double_3x3_2_bn<=ReLU<=inception_5a_double_3x3_2_bn, id: inception_5a_relu_double_3x3_2}
+- attrs: {kernel_size: 3, mode: ave, pad: 1, stride: 1}
+  expr: inception_5a_pool<=Pooling<=inception_4e_output
+  id: inception_5a_pool
+- attrs: {kernel_size: 1, num_output: 128}
+  expr: inception_5a_pool_proj<=Convolution<=inception_5a_pool
+  id: inception_5a_pool_proj
+- attrs: {frozen: true}
+  expr: inception_5a_pool_proj_bn<=BN<=inception_5a_pool_proj
+  id: inception_5a_pool_proj_bn
+- {expr: inception_5a_pool_proj_bn<=ReLU<=inception_5a_pool_proj_bn, id: inception_5a_relu_pool_proj}
+- {expr: 'inception_5a_output<=Concat<=inception_5a_1x1_bn,inception_5a_3x3_bn,inception_5a_double_3x3_2_bn,inception_5a_pool_proj_bn',
+  id: inception_5a_output}
+- attrs: {kernel_size: 1, num_output: 352}
+  expr: inception_5b_1x1<=Convolution<=inception_5a_output
+  id: inception_5b_1x1
+- attrs: {frozen: true}
+  expr: inception_5b_1x1_bn<=BN<=inception_5b_1x1
+  id: inception_5b_1x1_bn
+- {expr: inception_5b_1x1_bn<=ReLU<=inception_5b_1x1_bn, id: inception_5b_relu_1x1}
+- attrs: {kernel_size: 1, num_output: 192}
+  expr: inception_5b_3x3_reduce<=Convolution<=inception_5a_output
+  id: inception_5b_3x3_reduce
+- attrs: {frozen: true}
+  expr: inception_5b_3x3_reduce_bn<=BN<=inception_5b_3x3_reduce
+  id: inception_5b_3x3_reduce_bn
+- {expr: inception_5b_3x3_reduce_bn<=ReLU<=inception_5b_3x3_reduce_bn, id: inception_5b_relu_3x3_reduce}
+- attrs: {kernel_size: 3, num_output: 320, pad: 1}
+  expr: inception_5b_3x3<=Convolution<=inception_5b_3x3_reduce_bn
+  id: inception_5b_3x3
+- attrs: {frozen: true}
+  expr: inception_5b_3x3_bn<=BN<=inception_5b_3x3
+  id: inception_5b_3x3_bn
+- {expr: inception_5b_3x3_bn<=ReLU<=inception_5b_3x3_bn, id: inception_5b_relu_3x3}
+- attrs: {kernel_size: 1, num_output: 192}
+  expr: inception_5b_double_3x3_reduce<=Convolution<=inception_5a_output
+  id: inception_5b_double_3x3_reduce
+- attrs: {frozen: true}
+  expr: inception_5b_double_3x3_reduce_bn<=BN<=inception_5b_double_3x3_reduce
+  id: inception_5b_double_3x3_reduce_bn
+- {expr: inception_5b_double_3x3_reduce_bn<=ReLU<=inception_5b_double_3x3_reduce_bn,
+  id: inception_5b_relu_double_3x3_reduce}
+- attrs: {kernel_size: 3, num_output: 224, pad: 1}
+  expr: inception_5b_double_3x3_1<=Convolution<=inception_5b_double_3x3_reduce_bn
+  id: inception_5b_double_3x3_1
+- attrs: {frozen: true}
+  expr: inception_5b_double_3x3_1_bn<=BN<=inception_5b_double_3x3_1
+  id: inception_5b_double_3x3_1_bn
+- {expr: inception_5b_double_3x3_1_bn<=ReLU<=inception_5b_double_3x3_1_bn, id: inception_5b_relu_double_3x3_1}
+- attrs: {kernel_size: 3, num_output: 224, pad: 1}
+  expr: inception_5b_double_3x3_2<=Convolution<=inception_5b_double_3x3_1_bn
+  id: inception_5b_double_3x3_2
+- attrs: {frozen: true}
+  expr: inception_5b_double_3x3_2_bn<=BN<=inception_5b_double_3x3_2
+  id: inception_5b_double_3x3_2_bn
+- {expr: inception_5b_double_3x3_2_bn<=ReLU<=inception_5b_double_3x3_2_bn, id: inception_5b_relu_double_3x3_2}
+- attrs: {kernel_size: 3, mode: max, pad: 1, stride: 1}
+  expr: inception_5b_pool<=Pooling<=inception_5a_output
+  id: inception_5b_pool
+- attrs: {kernel_size: 1, num_output: 128}
+  expr: inception_5b_pool_proj<=Convolution<=inception_5b_pool
+  id: inception_5b_pool_proj
+- attrs: {frozen: true}
+  expr: inception_5b_pool_proj_bn<=BN<=inception_5b_pool_proj
+  id: inception_5b_pool_proj_bn
+- {expr: inception_5b_pool_proj_bn<=ReLU<=inception_5b_pool_proj_bn, id: inception_5b_relu_pool_proj}
+- {expr: 'inception_5b_output<=Concat<=inception_5b_1x1_bn,inception_5b_3x3_bn,inception_5b_double_3x3_2_bn,inception_5b_pool_proj_bn',
+  id: inception_5b_output}
+- attrs: {kernel_size: 7, mode: ave, stride: 1}
+  expr: global_pool<=Pooling<=inception_5b_output
+  id: global_pool
+- attrs: {num_output: 1000}
+  expr: fc_action<=InnerProduct<=global_pool
+  id: fc
+name: BN-Inception
diff --git a/bninception/caffe_pb2.py b/bninception/caffe_pb2.py
new file mode 100644
index 0000000..dd96aa3
--- /dev/null
+++ b/bninception/caffe_pb2.py
@@ -0,0 +1,5607 @@
+# Generated by the protocol buffer compiler.  DO NOT EDIT!
+# source: caffe.proto
+
+from google.protobuf.internal import enum_type_wrapper
+from google.protobuf import descriptor as _descriptor
+from google.protobuf import message as _message
+from google.protobuf import reflection as _reflection
+from google.protobuf import descriptor_pb2
+# @@protoc_insertion_point(imports)
+
+
+
+
+DESCRIPTOR = _descriptor.FileDescriptor(
+  name='caffe.proto',
+  package='caffe',
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+
+_PHASE = _descriptor.EnumDescriptor(
+  name='Phase',
+  full_name='caffe.Phase',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='TRAIN', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='TEST', index=1, number=1,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=15473,
+  serialized_end=15501,
+)
+
+Phase = enum_type_wrapper.EnumTypeWrapper(_PHASE)
+TRAIN = 0
+TEST = 1
+
+
+_FILLERPARAMETER_VARIANCENORM = _descriptor.EnumDescriptor(
+  name='VarianceNorm',
+  full_name='caffe.FillerParameter.VarianceNorm',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='FAN_IN', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='FAN_OUT', index=1, number=1,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='AVERAGE', index=2, number=2,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=608,
+  serialized_end=660,
+)
+
+_SOLVERPARAMETER_SOLVERMODE = _descriptor.EnumDescriptor(
+  name='SolverMode',
+  full_name='caffe.SolverParameter.SolverMode',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='CPU', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='GPU', index=1, number=1,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=2035,
+  serialized_end=2065,
+)
+
+_SOLVERPARAMETER_SOLVERTYPE = _descriptor.EnumDescriptor(
+  name='SolverType',
+  full_name='caffe.SolverParameter.SolverType',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='SGD', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='NESTEROV', index=1, number=1,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='ADAGRAD', index=2, number=2,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=2067,
+  serialized_end=2115,
+)
+
+_PARAMSPEC_DIMCHECKMODE = _descriptor.EnumDescriptor(
+  name='DimCheckMode',
+  full_name='caffe.ParamSpec.DimCheckMode',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='STRICT', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='PERMISSIVE', index=1, number=1,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=2546,
+  serialized_end=2588,
+)
+
+_BNPARAMETER_ENGINE = _descriptor.EnumDescriptor(
+  name='Engine',
+  full_name='caffe.BNParameter.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=5924,
+  serialized_end=5967,
+)
+
+_CONVOLUTIONPARAMETER_ENGINE = _descriptor.EnumDescriptor(
+  name='Engine',
+  full_name='caffe.ConvolutionParameter.Engine',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='DEFAULT', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CAFFE', index=1, number=1,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CUDNN', index=2, number=2,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=5924,
+  serialized_end=5967,
+)
+
+_DATAPARAMETER_DB = _descriptor.EnumDescriptor(
+  name='DB',
+  full_name='caffe.DataParameter.DB',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='LEVELDB', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='LMDB', index=1, number=1,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=6886,
+  serialized_end=6913,
+)
+
+_ELTWISEPARAMETER_ELTWISEOP = _descriptor.EnumDescriptor(
+  name='EltwiseOp',
+  full_name='caffe.EltwiseParameter.EltwiseOp',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='PROD', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='SUM', index=1, number=1,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='MAX', index=2, number=2,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='STOCHASTIC_SUM', index=3, number=3,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=7253,
+  serialized_end=7312,
+)
+
+_HINGELOSSPARAMETER_NORM = _descriptor.EnumDescriptor(
+  name='Norm',
+  full_name='caffe.HingeLossParameter.Norm',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='L1', index=0, number=1,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='L2', index=1, number=2,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=7638,
+  serialized_end=7660,
+)
+
+_VIDEODATAPARAMETER_MODALITY = _descriptor.EnumDescriptor(
+  name='Modality',
+  full_name='caffe.VideoDataParameter.Modality',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='RGB', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='FLOW', index=1, number=1,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=8353,
+  serialized_end=8382,
+)
+
+_LRNPARAMETER_NORMREGION = _descriptor.EnumDescriptor(
+  name='NormRegion',
+  full_name='caffe.LRNParameter.NormRegion',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='ACROSS_CHANNELS', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='WITHIN_CHANNEL', index=1, number=1,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=8837,
+  serialized_end=8890,
+)
+
+_POOLINGPARAMETER_POOLMETHOD = _descriptor.EnumDescriptor(
+  name='PoolMethod',
+  full_name='caffe.PoolingParameter.PoolMethod',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='MAX', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='AVE', index=1, number=1,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='STOCHASTIC', index=2, number=2,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=9414,
+  serialized_end=9460,
+)
+
+_POOLINGPARAMETER_ENGINE = _descriptor.EnumDescriptor(
+  name='Engine',
+  full_name='caffe.PoolingParameter.Engine',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='DEFAULT', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CAFFE', index=1, number=1,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CUDNN', index=2, number=2,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=5924,
+  serialized_end=5967,
+)
+
+_REDUCTIONPARAMETER_REDUCTIONOP = _descriptor.EnumDescriptor(
+  name='ReductionOp',
+  full_name='caffe.ReductionParameter.ReductionOp',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='SUM', index=0, number=1,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='ASUM', index=1, number=2,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='SUMSQ', index=2, number=3,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='MEAN', index=3, number=4,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='TOPK', index=4, number=5,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=9783,
+  serialized_end=9846,
+)
+
+_RELUPARAMETER_ENGINE = _descriptor.EnumDescriptor(
+  name='Engine',
+  full_name='caffe.ReLUParameter.Engine',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='DEFAULT', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CAFFE', index=1, number=1,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CUDNN', index=2, number=2,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=5924,
+  serialized_end=5967,
+)
+
+_SIGMOIDPARAMETER_ENGINE = _descriptor.EnumDescriptor(
+  name='Engine',
+  full_name='caffe.SigmoidParameter.Engine',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='DEFAULT', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CAFFE', index=1, number=1,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CUDNN', index=2, number=2,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=5924,
+  serialized_end=5967,
+)
+
+_SOFTMAXPARAMETER_ENGINE = _descriptor.EnumDescriptor(
+  name='Engine',
+  full_name='caffe.SoftmaxParameter.Engine',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='DEFAULT', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CAFFE', index=1, number=1,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CUDNN', index=2, number=2,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=5924,
+  serialized_end=5967,
+)
+
+_TANHPARAMETER_ENGINE = _descriptor.EnumDescriptor(
+  name='Engine',
+  full_name='caffe.TanHParameter.Engine',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='DEFAULT', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CAFFE', index=1, number=1,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CUDNN', index=2, number=2,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=5924,
+  serialized_end=5967,
+)
+
+_SPPPARAMETER_POOLMETHOD = _descriptor.EnumDescriptor(
+  name='PoolMethod',
+  full_name='caffe.SPPParameter.PoolMethod',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='MAX', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='AVE', index=1, number=1,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='STOCHASTIC', index=2, number=2,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=9414,
+  serialized_end=9460,
+)
+
+_SPPPARAMETER_ENGINE = _descriptor.EnumDescriptor(
+  name='Engine',
+  full_name='caffe.SPPParameter.Engine',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='DEFAULT', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CAFFE', index=1, number=1,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CUDNN', index=2, number=2,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=5924,
+  serialized_end=5967,
+)
+
+_V1LAYERPARAMETER_LAYERTYPE = _descriptor.EnumDescriptor(
+  name='LayerType',
+  full_name='caffe.V1LayerParameter.LayerType',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='NONE', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='ABSVAL', index=1, number=35,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='ACCURACY', index=2, number=1,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='ARGMAX', index=3, number=30,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='BNLL', index=4, number=2,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CONCAT', index=5, number=3,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CONTRASTIVE_LOSS', index=6, number=37,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='CONVOLUTION', index=7, number=4,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='DATA', index=8, number=5,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='DECONVOLUTION', index=9, number=39,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='DROPOUT', index=10, number=6,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='DUMMY_DATA', index=11, number=32,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='EUCLIDEAN_LOSS', index=12, number=7,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='ELTWISE', index=13, number=25,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='EXP', index=14, number=38,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='FLATTEN', index=15, number=8,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='HDF5_DATA', index=16, number=9,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='HDF5_OUTPUT', index=17, number=10,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='HINGE_LOSS', index=18, number=28,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='IM2COL', index=19, number=11,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='IMAGE_DATA', index=20, number=12,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='INFOGAIN_LOSS', index=21, number=13,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='INNER_PRODUCT', index=22, number=14,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='LRN', index=23, number=15,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='MEMORY_DATA', index=24, number=29,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='MULTINOMIAL_LOGISTIC_LOSS', index=25, number=16,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='MVN', index=26, number=34,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='POOLING', index=27, number=17,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='POWER', index=28, number=26,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='RELU', index=29, number=18,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='SIGMOID', index=30, number=19,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='SIGMOID_CROSS_ENTROPY_LOSS', index=31, number=27,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='SILENCE', index=32, number=36,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='SOFTMAX', index=33, number=20,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='SOFTMAX_LOSS', index=34, number=21,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='SPLIT', index=35, number=22,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='SLICE', index=36, number=33,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='TANH', index=37, number=23,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='WINDOW_DATA', index=38, number=24,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='THRESHOLD', index=39, number=31,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=13224,
+  serialized_end=13824,
+)
+
+_V1LAYERPARAMETER_DIMCHECKMODE = _descriptor.EnumDescriptor(
+  name='DimCheckMode',
+  full_name='caffe.V1LayerParameter.DimCheckMode',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='STRICT', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='PERMISSIVE', index=1, number=1,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=2546,
+  serialized_end=2588,
+)
+
+_V0LAYERPARAMETER_POOLMETHOD = _descriptor.EnumDescriptor(
+  name='PoolMethod',
+  full_name='caffe.V0LayerParameter.PoolMethod',
+  filename=None,
+  file=DESCRIPTOR,
+  values=[
+    _descriptor.EnumValueDescriptor(
+      name='MAX', index=0, number=0,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='AVE', index=1, number=1,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='STOCHASTIC', index=2, number=2,
+      options=None,
+      type=None),
+  ],
+  containing_type=None,
+  options=None,
+  serialized_start=9414,
+  serialized_end=9460,
+)
+
+
+_BLOBSHAPE = _descriptor.Descriptor(
+  name='BlobShape',
+  full_name='caffe.BlobShape',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='dim', full_name='caffe.BlobShape.dim', index=0,
+      number=1, type=3, cpp_type=2, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=_descriptor._ParseOptions(descriptor_pb2.FieldOptions(), '\020\001')),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=22,
+  serialized_end=50,
+)
+
+
+_BLOBPROTO = _descriptor.Descriptor(
+  name='BlobProto',
+  full_name='caffe.BlobProto',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='shape', full_name='caffe.BlobProto.shape', index=0,
+      number=7, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='data', full_name='caffe.BlobProto.data', index=1,
+      number=5, type=2, cpp_type=6, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=_descriptor._ParseOptions(descriptor_pb2.FieldOptions(), '\020\001')),
+    _descriptor.FieldDescriptor(
+      name='diff', full_name='caffe.BlobProto.diff', index=2,
+      number=6, type=2, cpp_type=6, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=_descriptor._ParseOptions(descriptor_pb2.FieldOptions(), '\020\001')),
+    _descriptor.FieldDescriptor(
+      name='num', full_name='caffe.BlobProto.num', index=3,
+      number=1, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='channels', full_name='caffe.BlobProto.channels', index=4,
+      number=2, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='height', full_name='caffe.BlobProto.height', index=5,
+      number=3, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='width', full_name='caffe.BlobProto.width', index=6,
+      number=4, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=53,
+  serialized_end=207,
+)
+
+
+_BLOBPROTOVECTOR = _descriptor.Descriptor(
+  name='BlobProtoVector',
+  full_name='caffe.BlobProtoVector',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='blobs', full_name='caffe.BlobProtoVector.blobs', index=0,
+      number=1, type=11, cpp_type=10, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=209,
+  serialized_end=259,
+)
+
+
+_DATUM = _descriptor.Descriptor(
+  name='Datum',
+  full_name='caffe.Datum',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='channels', full_name='caffe.Datum.channels', index=0,
+      number=1, type=5, cpp_type=1, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='height', full_name='caffe.Datum.height', index=1,
+      number=2, type=5, cpp_type=1, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='width', full_name='caffe.Datum.width', index=2,
+      number=3, type=5, cpp_type=1, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='data', full_name='caffe.Datum.data', index=3,
+      number=4, type=12, cpp_type=9, label=1,
+      has_default_value=False, default_value="",
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='label', full_name='caffe.Datum.label', index=4,
+      number=5, type=5, cpp_type=1, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='float_data', full_name='caffe.Datum.float_data', index=5,
+      number=6, type=2, cpp_type=6, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='encoded', full_name='caffe.Datum.encoded', index=6,
+      number=7, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=262,
+  serialized_end=391,
+)
+
+
+_FILLERPARAMETER = _descriptor.Descriptor(
+  name='FillerParameter',
+  full_name='caffe.FillerParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='type', full_name='caffe.FillerParameter.type', index=0,
+      number=1, type=9, cpp_type=9, label=1,
+      has_default_value=True, default_value=unicode("constant", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='value', full_name='caffe.FillerParameter.value', index=1,
+      number=2, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='min', full_name='caffe.FillerParameter.min', index=2,
+      number=3, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='max', full_name='caffe.FillerParameter.max', index=3,
+      number=4, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='mean', full_name='caffe.FillerParameter.mean', index=4,
+      number=5, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='std', full_name='caffe.FillerParameter.std', index=5,
+      number=6, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='sparse', full_name='caffe.FillerParameter.sparse', index=6,
+      number=7, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=-1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='variance_norm', full_name='caffe.FillerParameter.variance_norm', index=7,
+      number=8, type=14, cpp_type=8, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _FILLERPARAMETER_VARIANCENORM,
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=394,
+  serialized_end=660,
+)
+
+
+_NETPARAMETER = _descriptor.Descriptor(
+  name='NetParameter',
+  full_name='caffe.NetParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='name', full_name='caffe.NetParameter.name', index=0,
+      number=1, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='input', full_name='caffe.NetParameter.input', index=1,
+      number=3, type=9, cpp_type=9, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='input_shape', full_name='caffe.NetParameter.input_shape', index=2,
+      number=8, type=11, cpp_type=10, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='input_dim', full_name='caffe.NetParameter.input_dim', index=3,
+      number=4, type=5, cpp_type=1, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='force_backward', full_name='caffe.NetParameter.force_backward', index=4,
+      number=5, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='state', full_name='caffe.NetParameter.state', index=5,
+      number=6, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='debug_info', full_name='caffe.NetParameter.debug_info', index=6,
+      number=7, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='layer', full_name='caffe.NetParameter.layer', index=7,
+      number=100, type=11, cpp_type=10, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='mem_param', full_name='caffe.NetParameter.mem_param', index=8,
+      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),
+    _descriptor.FieldDescriptor(
+      name='layers', full_name='caffe.NetParameter.layers', index=9,
+      number=2, type=11, cpp_type=10, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=663,
+  serialized_end=989,
+)
+
+
+_SOLVERPARAMETER = _descriptor.Descriptor(
+  name='SolverParameter',
+  full_name='caffe.SolverParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='net', full_name='caffe.SolverParameter.net', index=0,
+      number=24, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='net_param', full_name='caffe.SolverParameter.net_param', index=1,
+      number=25, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='train_net', full_name='caffe.SolverParameter.train_net', index=2,
+      number=1, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='test_net', full_name='caffe.SolverParameter.test_net', index=3,
+      number=2, type=9, cpp_type=9, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='train_net_param', full_name='caffe.SolverParameter.train_net_param', index=4,
+      number=21, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='test_net_param', full_name='caffe.SolverParameter.test_net_param', index=5,
+      number=22, type=11, cpp_type=10, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='train_state', full_name='caffe.SolverParameter.train_state', index=6,
+      number=26, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='test_state', full_name='caffe.SolverParameter.test_state', index=7,
+      number=27, type=11, cpp_type=10, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='test_iter', full_name='caffe.SolverParameter.test_iter', index=8,
+      number=3, type=5, cpp_type=1, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='test_interval', full_name='caffe.SolverParameter.test_interval', index=9,
+      number=4, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='test_compute_loss', full_name='caffe.SolverParameter.test_compute_loss', index=10,
+      number=19, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='test_initialization', full_name='caffe.SolverParameter.test_initialization', index=11,
+      number=32, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=True,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='base_lr', full_name='caffe.SolverParameter.base_lr', index=12,
+      number=5, type=2, cpp_type=6, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='display', full_name='caffe.SolverParameter.display', index=13,
+      number=6, type=5, cpp_type=1, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='average_loss', full_name='caffe.SolverParameter.average_loss', index=14,
+      number=33, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='max_iter', full_name='caffe.SolverParameter.max_iter', index=15,
+      number=7, type=5, cpp_type=1, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='iter_size', full_name='caffe.SolverParameter.iter_size', index=16,
+      number=36, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='lr_policy', full_name='caffe.SolverParameter.lr_policy', index=17,
+      number=8, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='gamma', full_name='caffe.SolverParameter.gamma', index=18,
+      number=9, type=2, cpp_type=6, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='power', full_name='caffe.SolverParameter.power', index=19,
+      number=10, type=2, cpp_type=6, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='momentum', full_name='caffe.SolverParameter.momentum', index=20,
+      number=11, type=2, cpp_type=6, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='weight_decay', full_name='caffe.SolverParameter.weight_decay', index=21,
+      number=12, type=2, cpp_type=6, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='regularization_type', full_name='caffe.SolverParameter.regularization_type', index=22,
+      number=29, type=9, cpp_type=9, label=1,
+      has_default_value=True, default_value=unicode("L2", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='stepsize', full_name='caffe.SolverParameter.stepsize', index=23,
+      number=13, type=5, cpp_type=1, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='stepvalue', full_name='caffe.SolverParameter.stepvalue', index=24,
+      number=34, type=5, cpp_type=1, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='clip_gradients', full_name='caffe.SolverParameter.clip_gradients', index=25,
+      number=35, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=-1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='snapshot', full_name='caffe.SolverParameter.snapshot', index=26,
+      number=14, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='snapshot_prefix', full_name='caffe.SolverParameter.snapshot_prefix', index=27,
+      number=15, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='snapshot_diff', full_name='caffe.SolverParameter.snapshot_diff', index=28,
+      number=16, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='solver_mode', full_name='caffe.SolverParameter.solver_mode', index=29,
+      number=17, type=14, cpp_type=8, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='device_id', full_name='caffe.SolverParameter.device_id', index=30,
+      number=18, type=5, cpp_type=1, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='group_id', full_name='caffe.SolverParameter.group_id', index=31,
+      number=38, type=5, cpp_type=1, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='random_seed', full_name='caffe.SolverParameter.random_seed', index=32,
+      number=20, type=3, cpp_type=2, label=1,
+      has_default_value=True, default_value=-1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='solver_type', full_name='caffe.SolverParameter.solver_type', index=33,
+      number=30, type=14, cpp_type=8, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='delta', full_name='caffe.SolverParameter.delta', index=34,
+      number=31, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1e-08,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='debug_info', full_name='caffe.SolverParameter.debug_info', index=35,
+      number=23, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='snapshot_after_train', full_name='caffe.SolverParameter.snapshot_after_train', index=36,
+      number=28, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=True,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='richness', full_name='caffe.SolverParameter.richness', index=37,
+      number=37, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=300,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _SOLVERPARAMETER_SOLVERMODE,
+    _SOLVERPARAMETER_SOLVERTYPE,
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=992,
+  serialized_end=2115,
+)
+
+
+_SOLVERSTATE = _descriptor.Descriptor(
+  name='SolverState',
+  full_name='caffe.SolverState',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='iter', full_name='caffe.SolverState.iter', index=0,
+      number=1, type=5, cpp_type=1, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='learned_net', full_name='caffe.SolverState.learned_net', index=1,
+      number=2, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='history', full_name='caffe.SolverState.history', index=2,
+      number=3, type=11, cpp_type=10, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='current_step', full_name='caffe.SolverState.current_step', index=3,
+      number=4, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=2117,
+  serialized_end=2225,
+)
+
+
+_NETSTATE = _descriptor.Descriptor(
+  name='NetState',
+  full_name='caffe.NetState',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='phase', full_name='caffe.NetState.phase', index=0,
+      number=1, type=14, cpp_type=8, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='level', full_name='caffe.NetState.level', index=1,
+      number=2, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='stage', full_name='caffe.NetState.stage', index=2,
+      number=3, type=9, cpp_type=9, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=2227,
+  serialized_end=2305,
+)
+
+
+_NETSTATERULE = _descriptor.Descriptor(
+  name='NetStateRule',
+  full_name='caffe.NetStateRule',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='phase', full_name='caffe.NetStateRule.phase', index=0,
+      number=1, type=14, cpp_type=8, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='min_level', full_name='caffe.NetStateRule.min_level', index=1,
+      number=2, type=5, cpp_type=1, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='max_level', full_name='caffe.NetStateRule.max_level', index=2,
+      number=3, type=5, cpp_type=1, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='stage', full_name='caffe.NetStateRule.stage', index=3,
+      number=4, type=9, cpp_type=9, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='not_stage', full_name='caffe.NetStateRule.not_stage', index=4,
+      number=5, type=9, cpp_type=9, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=2307,
+  serialized_end=2422,
+)
+
+
+_PARAMSPEC = _descriptor.Descriptor(
+  name='ParamSpec',
+  full_name='caffe.ParamSpec',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='name', full_name='caffe.ParamSpec.name', index=0,
+      number=1, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='share_mode', full_name='caffe.ParamSpec.share_mode', index=1,
+      number=2, type=14, cpp_type=8, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='lr_mult', full_name='caffe.ParamSpec.lr_mult', index=2,
+      number=3, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='decay_mult', full_name='caffe.ParamSpec.decay_mult', index=3,
+      number=4, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _PARAMSPEC_DIMCHECKMODE,
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=2425,
+  serialized_end=2588,
+)
+
+
+_LAYERPARAMETER = _descriptor.Descriptor(
+  name='LayerParameter',
+  full_name='caffe.LayerParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='name', full_name='caffe.LayerParameter.name', index=0,
+      number=1, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='type', full_name='caffe.LayerParameter.type', index=1,
+      number=2, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='bottom', full_name='caffe.LayerParameter.bottom', index=2,
+      number=3, type=9, cpp_type=9, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='top', full_name='caffe.LayerParameter.top', index=3,
+      number=4, type=9, cpp_type=9, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='phase', full_name='caffe.LayerParameter.phase', index=4,
+      number=10, type=14, cpp_type=8, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='loss_weight', full_name='caffe.LayerParameter.loss_weight', index=5,
+      number=5, type=2, cpp_type=6, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='param', full_name='caffe.LayerParameter.param', index=6,
+      number=6, type=11, cpp_type=10, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='blobs', full_name='caffe.LayerParameter.blobs', index=7,
+      number=7, type=11, cpp_type=10, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='propagate_down', full_name='caffe.LayerParameter.propagate_down', index=8,
+      number=11, type=8, cpp_type=7, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='include', full_name='caffe.LayerParameter.include', index=9,
+      number=8, type=11, cpp_type=10, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='exclude', full_name='caffe.LayerParameter.exclude', index=10,
+      number=9, type=11, cpp_type=10, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='transform_param', full_name='caffe.LayerParameter.transform_param', index=11,
+      number=100, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='loss_param', full_name='caffe.LayerParameter.loss_param', index=12,
+      number=101, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='accuracy_param', full_name='caffe.LayerParameter.accuracy_param', index=13,
+      number=102, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='argmax_param', full_name='caffe.LayerParameter.argmax_param', index=14,
+      number=103, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='bn_param', full_name='caffe.LayerParameter.bn_param', index=15,
+      number=137, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='concat_param', full_name='caffe.LayerParameter.concat_param', index=16,
+      number=104, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='contrastive_loss_param', full_name='caffe.LayerParameter.contrastive_loss_param', index=17,
+      number=105, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='convolution_param', full_name='caffe.LayerParameter.convolution_param', index=18,
+      number=106, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='data_param', full_name='caffe.LayerParameter.data_param', index=19,
+      number=107, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='dropout_param', full_name='caffe.LayerParameter.dropout_param', index=20,
+      number=108, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='dummy_data_param', full_name='caffe.LayerParameter.dummy_data_param', index=21,
+      number=109, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='eltwise_param', full_name='caffe.LayerParameter.eltwise_param', index=22,
+      number=110, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='exp_param', full_name='caffe.LayerParameter.exp_param', index=23,
+      number=111, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='flatten_param', full_name='caffe.LayerParameter.flatten_param', index=24,
+      number=135, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='hdf5_data_param', full_name='caffe.LayerParameter.hdf5_data_param', index=25,
+      number=112, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='hdf5_output_param', full_name='caffe.LayerParameter.hdf5_output_param', index=26,
+      number=113, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='hinge_loss_param', full_name='caffe.LayerParameter.hinge_loss_param', index=27,
+      number=114, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='image_data_param', full_name='caffe.LayerParameter.image_data_param', index=28,
+      number=115, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='infogain_loss_param', full_name='caffe.LayerParameter.infogain_loss_param', index=29,
+      number=116, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='inner_product_param', full_name='caffe.LayerParameter.inner_product_param', index=30,
+      number=117, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='log_param', full_name='caffe.LayerParameter.log_param', index=31,
+      number=134, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='lrn_param', full_name='caffe.LayerParameter.lrn_param', index=32,
+      number=118, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='memory_data_param', full_name='caffe.LayerParameter.memory_data_param', index=33,
+      number=119, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='mvn_param', full_name='caffe.LayerParameter.mvn_param', index=34,
+      number=120, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='pooling_param', full_name='caffe.LayerParameter.pooling_param', index=35,
+      number=121, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='power_param', full_name='caffe.LayerParameter.power_param', index=36,
+      number=122, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='prelu_param', full_name='caffe.LayerParameter.prelu_param', index=37,
+      number=131, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='python_param', full_name='caffe.LayerParameter.python_param', index=38,
+      number=130, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='reduction_param', full_name='caffe.LayerParameter.reduction_param', index=39,
+      number=136, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='relu_param', full_name='caffe.LayerParameter.relu_param', index=40,
+      number=123, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='reshape_param', full_name='caffe.LayerParameter.reshape_param', index=41,
+      number=133, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='seg_data_param', full_name='caffe.LayerParameter.seg_data_param', index=42,
+      number=141, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='sigmoid_param', full_name='caffe.LayerParameter.sigmoid_param', index=43,
+      number=124, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='softmax_param', full_name='caffe.LayerParameter.softmax_param', index=44,
+      number=125, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='spp_param', full_name='caffe.LayerParameter.spp_param', index=45,
+      number=132, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='slice_param', full_name='caffe.LayerParameter.slice_param', index=46,
+      number=126, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='tanh_param', full_name='caffe.LayerParameter.tanh_param', index=47,
+      number=127, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='threshold_param', full_name='caffe.LayerParameter.threshold_param', index=48,
+      number=128, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='window_data_param', full_name='caffe.LayerParameter.window_data_param', index=49,
+      number=129, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='video_data_param', full_name='caffe.LayerParameter.video_data_param', index=50,
+      number=140, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='roi_pooling_param', full_name='caffe.LayerParameter.roi_pooling_param', index=51,
+      number=150, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='scale_param', full_name='caffe.LayerParameter.scale_param', index=52,
+      number=160, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='bias_param', full_name='caffe.LayerParameter.bias_param', index=53,
+      number=161, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='batch_reduction_param', full_name='caffe.LayerParameter.batch_reduction_param', index=54,
+      number=162, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=2591,
+  serialized_end=5039,
+)
+
+
+_TRANSFORMATIONPARAMETER = _descriptor.Descriptor(
+  name='TransformationParameter',
+  full_name='caffe.TransformationParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='scale', full_name='caffe.TransformationParameter.scale', index=0,
+      number=1, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='mirror', full_name='caffe.TransformationParameter.mirror', index=1,
+      number=2, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='crop_size', full_name='caffe.TransformationParameter.crop_size', index=2,
+      number=3, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='mean_file', full_name='caffe.TransformationParameter.mean_file', index=3,
+      number=4, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='mean_value', full_name='caffe.TransformationParameter.mean_value', index=4,
+      number=5, type=2, cpp_type=6, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='force_color', full_name='caffe.TransformationParameter.force_color', index=5,
+      number=6, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='force_gray', full_name='caffe.TransformationParameter.force_gray', index=6,
+      number=7, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='fix_crop', full_name='caffe.TransformationParameter.fix_crop', index=7,
+      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),
+    _descriptor.FieldDescriptor(
+      name='more_fix_crop', full_name='caffe.TransformationParameter.more_fix_crop', index=8,
+      number=15, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='multi_scale', full_name='caffe.TransformationParameter.multi_scale', index=9,
+      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),
+    _descriptor.FieldDescriptor(
+      name='scale_ratios', full_name='caffe.TransformationParameter.scale_ratios', index=10,
+      number=12, type=2, cpp_type=6, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='max_distort', full_name='caffe.TransformationParameter.max_distort', index=11,
+      number=13, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='is_flow', full_name='caffe.TransformationParameter.is_flow', index=12,
+      number=14, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='original_image', full_name='caffe.TransformationParameter.original_image', index=13,
+      number=20, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='stride', full_name='caffe.TransformationParameter.stride', index=14,
+      number=16, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='upper_size', full_name='caffe.TransformationParameter.upper_size', index=15,
+      number=17, type=5, cpp_type=1, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='upper_height', full_name='caffe.TransformationParameter.upper_height', index=16,
+      number=18, type=5, cpp_type=1, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='upper_width', full_name='caffe.TransformationParameter.upper_width', index=17,
+      number=19, type=5, cpp_type=1, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=5042,
+  serialized_end=5490,
+)
+
+
+_LOSSPARAMETER = _descriptor.Descriptor(
+  name='LossParameter',
+  full_name='caffe.LossParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='ignore_label', full_name='caffe.LossParameter.ignore_label', index=0,
+      number=1, type=5, cpp_type=1, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='normalize', full_name='caffe.LossParameter.normalize', 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),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=5492,
+  serialized_end=5554,
+)
+
+
+_ACCURACYPARAMETER = _descriptor.Descriptor(
+  name='AccuracyParameter',
+  full_name='caffe.AccuracyParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='top_k', full_name='caffe.AccuracyParameter.top_k', index=0,
+      number=1, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='axis', full_name='caffe.AccuracyParameter.axis', index=1,
+      number=2, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='ignore_label', full_name='caffe.AccuracyParameter.ignore_label', index=2,
+      number=3, type=5, cpp_type=1, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=5556,
+  serialized_end=5632,
+)
+
+
+_ARGMAXPARAMETER = _descriptor.Descriptor(
+  name='ArgMaxParameter',
+  full_name='caffe.ArgMaxParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='out_max_val', full_name='caffe.ArgMaxParameter.out_max_val', index=0,
+      number=1, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='top_k', full_name='caffe.ArgMaxParameter.top_k', index=1,
+      number=2, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=5634,
+  serialized_end=5697,
+)
+
+
+_BNPARAMETER = _descriptor.Descriptor(
+  name='BNParameter',
+  full_name='caffe.BNParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='slope_filler', full_name='caffe.BNParameter.slope_filler', index=0,
+      number=1, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='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),
+    _descriptor.FieldDescriptor(
+      name='momentum', full_name='caffe.BNParameter.momentum', index=2,
+      number=3, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=0.9,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      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=1e-05,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      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),
+    _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),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _BNPARAMETER_ENGINE,
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=5700,
+  serialized_end=5967,
+)
+
+
+_CONCATPARAMETER = _descriptor.Descriptor(
+  name='ConcatParameter',
+  full_name='caffe.ConcatParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='axis', full_name='caffe.ConcatParameter.axis', index=0,
+      number=2, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='concat_dim', full_name='caffe.ConcatParameter.concat_dim', index=1,
+      number=1, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=5969,
+  serialized_end=6026,
+)
+
+
+_CONTRASTIVELOSSPARAMETER = _descriptor.Descriptor(
+  name='ContrastiveLossParameter',
+  full_name='caffe.ContrastiveLossParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='margin', full_name='caffe.ContrastiveLossParameter.margin', index=0,
+      number=1, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='legacy_version', full_name='caffe.ContrastiveLossParameter.legacy_version', index=1,
+      number=2, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=6028,
+  serialized_end=6104,
+)
+
+
+_CONVOLUTIONPARAMETER = _descriptor.Descriptor(
+  name='ConvolutionParameter',
+  full_name='caffe.ConvolutionParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='num_output', full_name='caffe.ConvolutionParameter.num_output', index=0,
+      number=1, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='bias_term', full_name='caffe.ConvolutionParameter.bias_term', index=1,
+      number=2, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=True,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='pad', full_name='caffe.ConvolutionParameter.pad', index=2,
+      number=3, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='pad_h', full_name='caffe.ConvolutionParameter.pad_h', index=3,
+      number=9, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='pad_w', full_name='caffe.ConvolutionParameter.pad_w', index=4,
+      number=10, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='kernel_size', full_name='caffe.ConvolutionParameter.kernel_size', index=5,
+      number=4, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='kernel_h', full_name='caffe.ConvolutionParameter.kernel_h', 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),
+    _descriptor.FieldDescriptor(
+      name='kernel_w', full_name='caffe.ConvolutionParameter.kernel_w', index=7,
+      number=12, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='group', full_name='caffe.ConvolutionParameter.group', index=8,
+      number=5, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='stride', full_name='caffe.ConvolutionParameter.stride', index=9,
+      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),
+    _descriptor.FieldDescriptor(
+      name='stride_h', full_name='caffe.ConvolutionParameter.stride_h', index=10,
+      number=13, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='stride_w', full_name='caffe.ConvolutionParameter.stride_w', index=11,
+      number=14, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='dilation', full_name='caffe.ConvolutionParameter.dilation', index=12,
+      number=16, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='dilation_h', full_name='caffe.ConvolutionParameter.dilation_h', index=13,
+      number=17, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='dilation_w', full_name='caffe.ConvolutionParameter.dilation_w', index=14,
+      number=18, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='weight_filler', full_name='caffe.ConvolutionParameter.weight_filler', index=15,
+      number=7, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='bias_filler', full_name='caffe.ConvolutionParameter.bias_filler', index=16,
+      number=8, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='engine', full_name='caffe.ConvolutionParameter.engine', index=17,
+      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),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _CONVOLUTIONPARAMETER_ENGINE,
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=6107,
+  serialized_end=6615,
+)
+
+
+_DATAPARAMETER = _descriptor.Descriptor(
+  name='DataParameter',
+  full_name='caffe.DataParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='source', full_name='caffe.DataParameter.source', index=0,
+      number=1, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='batch_size', full_name='caffe.DataParameter.batch_size', index=1,
+      number=4, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='rand_skip', full_name='caffe.DataParameter.rand_skip', index=2,
+      number=7, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='backend', full_name='caffe.DataParameter.backend', index=3,
+      number=8, type=14, cpp_type=8, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='scale', full_name='caffe.DataParameter.scale', index=4,
+      number=2, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='mean_file', full_name='caffe.DataParameter.mean_file', index=5,
+      number=3, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='crop_size', full_name='caffe.DataParameter.crop_size', index=6,
+      number=5, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='mirror', full_name='caffe.DataParameter.mirror', index=7,
+      number=6, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='force_encoded_color', full_name='caffe.DataParameter.force_encoded_color', index=8,
+      number=9, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='shuffle', full_name='caffe.DataParameter.shuffle', 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),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _DATAPARAMETER_DB,
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=6618,
+  serialized_end=6913,
+)
+
+
+_DROPOUTPARAMETER = _descriptor.Descriptor(
+  name='DropoutParameter',
+  full_name='caffe.DropoutParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='dropout_ratio', full_name='caffe.DropoutParameter.dropout_ratio', index=0,
+      number=1, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=0.5,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=6915,
+  serialized_end=6961,
+)
+
+
+_DUMMYDATAPARAMETER = _descriptor.Descriptor(
+  name='DummyDataParameter',
+  full_name='caffe.DummyDataParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='data_filler', full_name='caffe.DummyDataParameter.data_filler', index=0,
+      number=1, type=11, cpp_type=10, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='shape', full_name='caffe.DummyDataParameter.shape', index=1,
+      number=6, type=11, cpp_type=10, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='num', full_name='caffe.DummyDataParameter.num', index=2,
+      number=2, type=13, cpp_type=3, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='channels', full_name='caffe.DummyDataParameter.channels', index=3,
+      number=3, type=13, cpp_type=3, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='height', full_name='caffe.DummyDataParameter.height', index=4,
+      number=4, type=13, cpp_type=3, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='width', full_name='caffe.DummyDataParameter.width', index=5,
+      number=5, type=13, cpp_type=3, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=6964,
+  serialized_end=7124,
+)
+
+
+_ELTWISEPARAMETER = _descriptor.Descriptor(
+  name='EltwiseParameter',
+  full_name='caffe.EltwiseParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='operation', full_name='caffe.EltwiseParameter.operation', index=0,
+      number=1, type=14, cpp_type=8, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='coeff', full_name='caffe.EltwiseParameter.coeff', index=1,
+      number=2, type=2, cpp_type=6, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='stable_prod_grad', full_name='caffe.EltwiseParameter.stable_prod_grad', index=2,
+      number=3, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=True,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _ELTWISEPARAMETER_ELTWISEOP,
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=7127,
+  serialized_end=7312,
+)
+
+
+_EXPPARAMETER = _descriptor.Descriptor(
+  name='ExpParameter',
+  full_name='caffe.ExpParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='base', full_name='caffe.ExpParameter.base', index=0,
+      number=1, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=-1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='scale', full_name='caffe.ExpParameter.scale', index=1,
+      number=2, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='shift', full_name='caffe.ExpParameter.shift', index=2,
+      number=3, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=7314,
+  serialized_end=7382,
+)
+
+
+_FLATTENPARAMETER = _descriptor.Descriptor(
+  name='FlattenParameter',
+  full_name='caffe.FlattenParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='axis', full_name='caffe.FlattenParameter.axis', index=0,
+      number=1, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='end_axis', full_name='caffe.FlattenParameter.end_axis', index=1,
+      number=2, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=-1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=7384,
+  serialized_end=7441,
+)
+
+
+_HDF5DATAPARAMETER = _descriptor.Descriptor(
+  name='HDF5DataParameter',
+  full_name='caffe.HDF5DataParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='source', full_name='caffe.HDF5DataParameter.source', index=0,
+      number=1, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='batch_size', full_name='caffe.HDF5DataParameter.batch_size', index=1,
+      number=2, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='shuffle', full_name='caffe.HDF5DataParameter.shuffle', index=2,
+      number=3, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=7443,
+  serialized_end=7522,
+)
+
+
+_HDF5OUTPUTPARAMETER = _descriptor.Descriptor(
+  name='HDF5OutputParameter',
+  full_name='caffe.HDF5OutputParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='file_name', full_name='caffe.HDF5OutputParameter.file_name', index=0,
+      number=1, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=7524,
+  serialized_end=7564,
+)
+
+
+_HINGELOSSPARAMETER = _descriptor.Descriptor(
+  name='HingeLossParameter',
+  full_name='caffe.HingeLossParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='norm', full_name='caffe.HingeLossParameter.norm', index=0,
+      number=1, type=14, cpp_type=8, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _HINGELOSSPARAMETER_NORM,
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=7566,
+  serialized_end=7660,
+)
+
+
+_IMAGEDATAPARAMETER = _descriptor.Descriptor(
+  name='ImageDataParameter',
+  full_name='caffe.ImageDataParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='source', full_name='caffe.ImageDataParameter.source', index=0,
+      number=1, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='batch_size', full_name='caffe.ImageDataParameter.batch_size', index=1,
+      number=4, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='rand_skip', full_name='caffe.ImageDataParameter.rand_skip', index=2,
+      number=7, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='shuffle', full_name='caffe.ImageDataParameter.shuffle', index=3,
+      number=8, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='new_height', full_name='caffe.ImageDataParameter.new_height', index=4,
+      number=9, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='new_width', full_name='caffe.ImageDataParameter.new_width', index=5,
+      number=10, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='is_color', full_name='caffe.ImageDataParameter.is_color', index=6,
+      number=11, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=True,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='scale', full_name='caffe.ImageDataParameter.scale', index=7,
+      number=2, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='mean_file', full_name='caffe.ImageDataParameter.mean_file', index=8,
+      number=3, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='crop_size', full_name='caffe.ImageDataParameter.crop_size', index=9,
+      number=5, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='mirror', full_name='caffe.ImageDataParameter.mirror', index=10,
+      number=6, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='root_folder', full_name='caffe.ImageDataParameter.root_folder', index=11,
+      number=12, type=9, cpp_type=9, label=1,
+      has_default_value=True, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=7663,
+  serialized_end=7939,
+)
+
+
+_VIDEODATAPARAMETER = _descriptor.Descriptor(
+  name='VideoDataParameter',
+  full_name='caffe.VideoDataParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='source', full_name='caffe.VideoDataParameter.source', index=0,
+      number=1, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='batch_size', full_name='caffe.VideoDataParameter.batch_size', index=1,
+      number=4, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='rand_skip', full_name='caffe.VideoDataParameter.rand_skip', index=2,
+      number=7, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='shuffle', full_name='caffe.VideoDataParameter.shuffle', index=3,
+      number=8, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='new_height', full_name='caffe.VideoDataParameter.new_height', index=4,
+      number=9, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='new_width', full_name='caffe.VideoDataParameter.new_width', index=5,
+      number=10, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='new_length', full_name='caffe.VideoDataParameter.new_length', index=6,
+      number=11, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='num_segments', full_name='caffe.VideoDataParameter.num_segments', index=7,
+      number=12, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='scale', full_name='caffe.VideoDataParameter.scale', index=8,
+      number=2, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='mean_file', full_name='caffe.VideoDataParameter.mean_file', index=9,
+      number=3, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='crop_size', full_name='caffe.VideoDataParameter.crop_size', index=10,
+      number=5, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='mirror', full_name='caffe.VideoDataParameter.mirror', index=11,
+      number=6, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='modality', full_name='caffe.VideoDataParameter.modality', index=12,
+      number=13, type=14, cpp_type=8, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='name_pattern', full_name='caffe.VideoDataParameter.name_pattern', index=13,
+      number=14, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='encoded', full_name='caffe.VideoDataParameter.encoded', index=14,
+      number=15, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='grayscale', full_name='caffe.VideoDataParameter.grayscale', index=15,
+      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),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _VIDEODATAPARAMETER_MODALITY,
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=7942,
+  serialized_end=8382,
+)
+
+
+_INFOGAINLOSSPARAMETER = _descriptor.Descriptor(
+  name='InfogainLossParameter',
+  full_name='caffe.InfogainLossParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='source', full_name='caffe.InfogainLossParameter.source', index=0,
+      number=1, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=8384,
+  serialized_end=8423,
+)
+
+
+_INNERPRODUCTPARAMETER = _descriptor.Descriptor(
+  name='InnerProductParameter',
+  full_name='caffe.InnerProductParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='num_output', full_name='caffe.InnerProductParameter.num_output', index=0,
+      number=1, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='bias_term', full_name='caffe.InnerProductParameter.bias_term', index=1,
+      number=2, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=True,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='weight_filler', full_name='caffe.InnerProductParameter.weight_filler', index=2,
+      number=3, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='bias_filler', full_name='caffe.InnerProductParameter.bias_filler', index=3,
+      number=4, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='axis', full_name='caffe.InnerProductParameter.axis', index=4,
+      number=5, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=8426,
+  serialized_end=8603,
+)
+
+
+_LOGPARAMETER = _descriptor.Descriptor(
+  name='LogParameter',
+  full_name='caffe.LogParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='base', full_name='caffe.LogParameter.base', index=0,
+      number=1, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=-1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='scale', full_name='caffe.LogParameter.scale', index=1,
+      number=2, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='shift', full_name='caffe.LogParameter.shift', index=2,
+      number=3, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=8605,
+  serialized_end=8673,
+)
+
+
+_LRNPARAMETER = _descriptor.Descriptor(
+  name='LRNParameter',
+  full_name='caffe.LRNParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='local_size', full_name='caffe.LRNParameter.local_size', index=0,
+      number=1, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=5,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='alpha', full_name='caffe.LRNParameter.alpha', index=1,
+      number=2, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='beta', full_name='caffe.LRNParameter.beta', index=2,
+      number=3, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=0.75,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='norm_region', full_name='caffe.LRNParameter.norm_region', index=3,
+      number=4, type=14, cpp_type=8, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='k', full_name='caffe.LRNParameter.k', index=4,
+      number=5, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _LRNPARAMETER_NORMREGION,
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=8676,
+  serialized_end=8890,
+)
+
+
+_MEMORYDATAPARAMETER = _descriptor.Descriptor(
+  name='MemoryDataParameter',
+  full_name='caffe.MemoryDataParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='batch_size', full_name='caffe.MemoryDataParameter.batch_size', index=0,
+      number=1, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='channels', full_name='caffe.MemoryDataParameter.channels', index=1,
+      number=2, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='height', full_name='caffe.MemoryDataParameter.height', index=2,
+      number=3, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='width', full_name='caffe.MemoryDataParameter.width', index=3,
+      number=4, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=8892,
+  serialized_end=8982,
+)
+
+
+_MVNPARAMETER = _descriptor.Descriptor(
+  name='MVNParameter',
+  full_name='caffe.MVNParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='normalize_variance', full_name='caffe.MVNParameter.normalize_variance', index=0,
+      number=1, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=True,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='across_channels', full_name='caffe.MVNParameter.across_channels', index=1,
+      number=2, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='eps', full_name='caffe.MVNParameter.eps', index=2,
+      number=3, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1e-09,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=8984,
+  serialized_end=9084,
+)
+
+
+_POOLINGPARAMETER = _descriptor.Descriptor(
+  name='PoolingParameter',
+  full_name='caffe.PoolingParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='pool', full_name='caffe.PoolingParameter.pool', index=0,
+      number=1, type=14, cpp_type=8, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='pad', full_name='caffe.PoolingParameter.pad', index=1,
+      number=4, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='pad_h', full_name='caffe.PoolingParameter.pad_h', index=2,
+      number=9, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='pad_w', full_name='caffe.PoolingParameter.pad_w', index=3,
+      number=10, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='kernel_size', full_name='caffe.PoolingParameter.kernel_size', index=4,
+      number=2, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='kernel_h', full_name='caffe.PoolingParameter.kernel_h', index=5,
+      number=5, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='kernel_w', full_name='caffe.PoolingParameter.kernel_w', index=6,
+      number=6, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='stride', full_name='caffe.PoolingParameter.stride', index=7,
+      number=3, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='stride_h', full_name='caffe.PoolingParameter.stride_h', index=8,
+      number=7, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='stride_w', full_name='caffe.PoolingParameter.stride_w', index=9,
+      number=8, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='engine', full_name='caffe.PoolingParameter.engine', index=10,
+      number=11, type=14, cpp_type=8, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='global_pooling', full_name='caffe.PoolingParameter.global_pooling', index=11,
+      number=12, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _POOLINGPARAMETER_POOLMETHOD,
+    _POOLINGPARAMETER_ENGINE,
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=9087,
+  serialized_end=9505,
+)
+
+
+_POWERPARAMETER = _descriptor.Descriptor(
+  name='PowerParameter',
+  full_name='caffe.PowerParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='power', full_name='caffe.PowerParameter.power', index=0,
+      number=1, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='scale', full_name='caffe.PowerParameter.scale', index=1,
+      number=2, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='shift', full_name='caffe.PowerParameter.shift', index=2,
+      number=3, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=9507,
+  serialized_end=9577,
+)
+
+
+_PYTHONPARAMETER = _descriptor.Descriptor(
+  name='PythonParameter',
+  full_name='caffe.PythonParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='module', full_name='caffe.PythonParameter.module', index=0,
+      number=1, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='layer', full_name='caffe.PythonParameter.layer', index=1,
+      number=2, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='param_str', full_name='caffe.PythonParameter.param_str', index=2,
+      number=3, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=9579,
+  serialized_end=9646,
+)
+
+
+_REDUCTIONPARAMETER = _descriptor.Descriptor(
+  name='ReductionParameter',
+  full_name='caffe.ReductionParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='operation', full_name='caffe.ReductionParameter.operation', index=0,
+      number=1, type=14, cpp_type=8, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='axis', full_name='caffe.ReductionParameter.axis', index=1,
+      number=2, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='coeff', full_name='caffe.ReductionParameter.coeff', index=2,
+      number=3, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='k', full_name='caffe.ReductionParameter.k', 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),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _REDUCTIONPARAMETER_REDUCTIONOP,
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=9649,
+  serialized_end=9846,
+)
+
+
+_RELUPARAMETER = _descriptor.Descriptor(
+  name='ReLUParameter',
+  full_name='caffe.ReLUParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='negative_slope', full_name='caffe.ReLUParameter.negative_slope', index=0,
+      number=1, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='engine', full_name='caffe.ReLUParameter.engine', index=1,
+      number=2, type=14, cpp_type=8, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _RELUPARAMETER_ENGINE,
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=9849,
+  serialized_end=9990,
+)
+
+
+_RESHAPEPARAMETER = _descriptor.Descriptor(
+  name='ReshapeParameter',
+  full_name='caffe.ReshapeParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='shape', full_name='caffe.ReshapeParameter.shape', index=0,
+      number=1, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='axis', full_name='caffe.ReshapeParameter.axis', index=1,
+      number=2, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='num_axes', full_name='caffe.ReshapeParameter.num_axes', index=2,
+      number=3, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=-1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=9992,
+  serialized_end=10082,
+)
+
+
+_SEGDATAPARAMETER = _descriptor.Descriptor(
+  name='SegDataParameter',
+  full_name='caffe.SegDataParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='source', full_name='caffe.SegDataParameter.source', index=0,
+      number=1, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='root_dir', full_name='caffe.SegDataParameter.root_dir', index=1,
+      number=2, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='shuffle', full_name='caffe.SegDataParameter.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),
+    _descriptor.FieldDescriptor(
+      name='balance', full_name='caffe.SegDataParameter.balance', index=3,
+      number=4, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=10084,
+  serialized_end=10184,
+)
+
+
+_SIGMOIDPARAMETER = _descriptor.Descriptor(
+  name='SigmoidParameter',
+  full_name='caffe.SigmoidParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='engine', full_name='caffe.SigmoidParameter.engine', index=0,
+      number=1, type=14, cpp_type=8, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _SIGMOIDPARAMETER_ENGINE,
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=10186,
+  serialized_end=10306,
+)
+
+
+_SLICEPARAMETER = _descriptor.Descriptor(
+  name='SliceParameter',
+  full_name='caffe.SliceParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='axis', full_name='caffe.SliceParameter.axis', index=0,
+      number=3, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='slice_point', full_name='caffe.SliceParameter.slice_point', index=1,
+      number=2, type=13, cpp_type=3, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='slice_dim', full_name='caffe.SliceParameter.slice_dim', index=2,
+      number=1, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=10308,
+  serialized_end=10384,
+)
+
+
+_SOFTMAXPARAMETER = _descriptor.Descriptor(
+  name='SoftmaxParameter',
+  full_name='caffe.SoftmaxParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='engine', full_name='caffe.SoftmaxParameter.engine', index=0,
+      number=1, type=14, cpp_type=8, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='axis', full_name='caffe.SoftmaxParameter.axis', index=1,
+      number=2, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _SOFTMAXPARAMETER_ENGINE,
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=10387,
+  serialized_end=10524,
+)
+
+
+_TANHPARAMETER = _descriptor.Descriptor(
+  name='TanHParameter',
+  full_name='caffe.TanHParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='engine', full_name='caffe.TanHParameter.engine', index=0,
+      number=1, type=14, cpp_type=8, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _TANHPARAMETER_ENGINE,
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=10526,
+  serialized_end=10640,
+)
+
+
+_THRESHOLDPARAMETER = _descriptor.Descriptor(
+  name='ThresholdParameter',
+  full_name='caffe.ThresholdParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='threshold', full_name='caffe.ThresholdParameter.threshold', index=0,
+      number=1, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=10642,
+  serialized_end=10684,
+)
+
+
+_WINDOWDATAPARAMETER = _descriptor.Descriptor(
+  name='WindowDataParameter',
+  full_name='caffe.WindowDataParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='source', full_name='caffe.WindowDataParameter.source', index=0,
+      number=1, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='scale', full_name='caffe.WindowDataParameter.scale', index=1,
+      number=2, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='mean_file', full_name='caffe.WindowDataParameter.mean_file', index=2,
+      number=3, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='batch_size', full_name='caffe.WindowDataParameter.batch_size', index=3,
+      number=4, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='crop_size', full_name='caffe.WindowDataParameter.crop_size', index=4,
+      number=5, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='mirror', full_name='caffe.WindowDataParameter.mirror', index=5,
+      number=6, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='fg_threshold', full_name='caffe.WindowDataParameter.fg_threshold', index=6,
+      number=7, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=0.5,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='bg_threshold', full_name='caffe.WindowDataParameter.bg_threshold', index=7,
+      number=8, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=0.5,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='fg_fraction', full_name='caffe.WindowDataParameter.fg_fraction', index=8,
+      number=9, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=0.25,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='context_pad', full_name='caffe.WindowDataParameter.context_pad', index=9,
+      number=10, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='crop_mode', full_name='caffe.WindowDataParameter.crop_mode', index=10,
+      number=11, type=9, cpp_type=9, label=1,
+      has_default_value=True, default_value=unicode("warp", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='cache_images', full_name='caffe.WindowDataParameter.cache_images', index=11,
+      number=12, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='root_folder', full_name='caffe.WindowDataParameter.root_folder', index=12,
+      number=13, type=9, cpp_type=9, label=1,
+      has_default_value=True, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=10687,
+  serialized_end=11008,
+)
+
+
+_SPPPARAMETER = _descriptor.Descriptor(
+  name='SPPParameter',
+  full_name='caffe.SPPParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='pyramid_height', full_name='caffe.SPPParameter.pyramid_height', index=0,
+      number=1, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='pool', full_name='caffe.SPPParameter.pool', index=1,
+      number=2, type=14, cpp_type=8, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='engine', full_name='caffe.SPPParameter.engine', index=2,
+      number=6, type=14, cpp_type=8, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _SPPPARAMETER_POOLMETHOD,
+    _SPPPARAMETER_ENGINE,
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=11011,
+  serialized_end=11246,
+)
+
+
+_ROIPOOLINGPARAMETER = _descriptor.Descriptor(
+  name='ROIPoolingParameter',
+  full_name='caffe.ROIPoolingParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='pooled_h', full_name='caffe.ROIPoolingParameter.pooled_h', index=0,
+      number=1, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      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),
+    _descriptor.FieldDescriptor(
+      name='spatial_scale', full_name='caffe.ROIPoolingParameter.spatial_scale', index=2,
+      number=3, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=11248,
+  serialized_end=11337,
+)
+
+
+_V1LAYERPARAMETER = _descriptor.Descriptor(
+  name='V1LayerParameter',
+  full_name='caffe.V1LayerParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='bottom', full_name='caffe.V1LayerParameter.bottom', index=0,
+      number=2, type=9, cpp_type=9, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='top', full_name='caffe.V1LayerParameter.top', index=1,
+      number=3, type=9, cpp_type=9, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='name', full_name='caffe.V1LayerParameter.name', index=2,
+      number=4, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='include', full_name='caffe.V1LayerParameter.include', index=3,
+      number=32, type=11, cpp_type=10, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='exclude', full_name='caffe.V1LayerParameter.exclude', index=4,
+      number=33, type=11, cpp_type=10, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='type', full_name='caffe.V1LayerParameter.type', index=5,
+      number=5, type=14, cpp_type=8, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='blobs', full_name='caffe.V1LayerParameter.blobs', index=6,
+      number=6, type=11, cpp_type=10, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='param', full_name='caffe.V1LayerParameter.param', index=7,
+      number=1001, type=9, cpp_type=9, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='blob_share_mode', full_name='caffe.V1LayerParameter.blob_share_mode', index=8,
+      number=1002, type=14, cpp_type=8, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='blobs_lr', full_name='caffe.V1LayerParameter.blobs_lr', index=9,
+      number=7, type=2, cpp_type=6, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='weight_decay', full_name='caffe.V1LayerParameter.weight_decay', index=10,
+      number=8, type=2, cpp_type=6, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='loss_weight', full_name='caffe.V1LayerParameter.loss_weight', index=11,
+      number=35, type=2, cpp_type=6, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='accuracy_param', full_name='caffe.V1LayerParameter.accuracy_param', index=12,
+      number=27, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='argmax_param', full_name='caffe.V1LayerParameter.argmax_param', index=13,
+      number=23, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='concat_param', full_name='caffe.V1LayerParameter.concat_param', index=14,
+      number=9, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='contrastive_loss_param', full_name='caffe.V1LayerParameter.contrastive_loss_param', index=15,
+      number=40, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='convolution_param', full_name='caffe.V1LayerParameter.convolution_param', index=16,
+      number=10, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='data_param', full_name='caffe.V1LayerParameter.data_param', index=17,
+      number=11, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='dropout_param', full_name='caffe.V1LayerParameter.dropout_param', index=18,
+      number=12, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='dummy_data_param', full_name='caffe.V1LayerParameter.dummy_data_param', index=19,
+      number=26, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='eltwise_param', full_name='caffe.V1LayerParameter.eltwise_param', index=20,
+      number=24, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='exp_param', full_name='caffe.V1LayerParameter.exp_param', index=21,
+      number=41, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='hdf5_data_param', full_name='caffe.V1LayerParameter.hdf5_data_param', index=22,
+      number=13, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='hdf5_output_param', full_name='caffe.V1LayerParameter.hdf5_output_param', index=23,
+      number=14, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='hinge_loss_param', full_name='caffe.V1LayerParameter.hinge_loss_param', index=24,
+      number=29, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='image_data_param', full_name='caffe.V1LayerParameter.image_data_param', index=25,
+      number=15, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='infogain_loss_param', full_name='caffe.V1LayerParameter.infogain_loss_param', index=26,
+      number=16, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='inner_product_param', full_name='caffe.V1LayerParameter.inner_product_param', index=27,
+      number=17, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='lrn_param', full_name='caffe.V1LayerParameter.lrn_param', index=28,
+      number=18, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='memory_data_param', full_name='caffe.V1LayerParameter.memory_data_param', index=29,
+      number=22, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='mvn_param', full_name='caffe.V1LayerParameter.mvn_param', index=30,
+      number=34, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='pooling_param', full_name='caffe.V1LayerParameter.pooling_param', index=31,
+      number=19, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='power_param', full_name='caffe.V1LayerParameter.power_param', index=32,
+      number=21, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='relu_param', full_name='caffe.V1LayerParameter.relu_param', index=33,
+      number=30, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='sigmoid_param', full_name='caffe.V1LayerParameter.sigmoid_param', index=34,
+      number=38, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='softmax_param', full_name='caffe.V1LayerParameter.softmax_param', index=35,
+      number=39, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='slice_param', full_name='caffe.V1LayerParameter.slice_param', index=36,
+      number=31, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='tanh_param', full_name='caffe.V1LayerParameter.tanh_param', index=37,
+      number=37, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='threshold_param', full_name='caffe.V1LayerParameter.threshold_param', index=38,
+      number=25, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='window_data_param', full_name='caffe.V1LayerParameter.window_data_param', index=39,
+      number=20, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='transform_param', full_name='caffe.V1LayerParameter.transform_param', index=40,
+      number=36, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='loss_param', full_name='caffe.V1LayerParameter.loss_param', index=41,
+      number=42, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='layer', full_name='caffe.V1LayerParameter.layer', index=42,
+      number=1, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _V1LAYERPARAMETER_LAYERTYPE,
+    _V1LAYERPARAMETER_DIMCHECKMODE,
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=11340,
+  serialized_end=13868,
+)
+
+
+_V0LAYERPARAMETER = _descriptor.Descriptor(
+  name='V0LayerParameter',
+  full_name='caffe.V0LayerParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='name', full_name='caffe.V0LayerParameter.name', index=0,
+      number=1, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='type', full_name='caffe.V0LayerParameter.type', index=1,
+      number=2, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='num_output', full_name='caffe.V0LayerParameter.num_output', index=2,
+      number=3, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='biasterm', full_name='caffe.V0LayerParameter.biasterm', index=3,
+      number=4, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=True,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='weight_filler', full_name='caffe.V0LayerParameter.weight_filler', index=4,
+      number=5, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='bias_filler', full_name='caffe.V0LayerParameter.bias_filler', index=5,
+      number=6, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='pad', full_name='caffe.V0LayerParameter.pad', index=6,
+      number=7, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='kernelsize', full_name='caffe.V0LayerParameter.kernelsize', index=7,
+      number=8, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='group', full_name='caffe.V0LayerParameter.group', index=8,
+      number=9, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='stride', full_name='caffe.V0LayerParameter.stride', index=9,
+      number=10, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='pool', full_name='caffe.V0LayerParameter.pool', index=10,
+      number=11, type=14, cpp_type=8, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='dropout_ratio', full_name='caffe.V0LayerParameter.dropout_ratio', index=11,
+      number=12, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=0.5,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='local_size', full_name='caffe.V0LayerParameter.local_size', index=12,
+      number=13, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=5,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='alpha', full_name='caffe.V0LayerParameter.alpha', index=13,
+      number=14, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='beta', full_name='caffe.V0LayerParameter.beta', index=14,
+      number=15, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=0.75,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='k', full_name='caffe.V0LayerParameter.k', index=15,
+      number=22, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='source', full_name='caffe.V0LayerParameter.source', index=16,
+      number=16, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='scale', full_name='caffe.V0LayerParameter.scale', index=17,
+      number=17, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='meanfile', full_name='caffe.V0LayerParameter.meanfile', index=18,
+      number=18, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=unicode("", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='batchsize', full_name='caffe.V0LayerParameter.batchsize', index=19,
+      number=19, type=13, cpp_type=3, label=1,
+      has_default_value=False, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='cropsize', full_name='caffe.V0LayerParameter.cropsize', index=20,
+      number=20, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='mirror', full_name='caffe.V0LayerParameter.mirror', index=21,
+      number=21, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='blobs', full_name='caffe.V0LayerParameter.blobs', index=22,
+      number=50, type=11, cpp_type=10, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='blobs_lr', full_name='caffe.V0LayerParameter.blobs_lr', index=23,
+      number=51, type=2, cpp_type=6, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='weight_decay', full_name='caffe.V0LayerParameter.weight_decay', index=24,
+      number=52, type=2, cpp_type=6, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='rand_skip', full_name='caffe.V0LayerParameter.rand_skip', index=25,
+      number=53, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='det_fg_threshold', full_name='caffe.V0LayerParameter.det_fg_threshold', index=26,
+      number=54, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=0.5,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='det_bg_threshold', full_name='caffe.V0LayerParameter.det_bg_threshold', index=27,
+      number=55, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=0.5,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='det_fg_fraction', full_name='caffe.V0LayerParameter.det_fg_fraction', index=28,
+      number=56, type=2, cpp_type=6, label=1,
+      has_default_value=True, default_value=0.25,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='det_context_pad', full_name='caffe.V0LayerParameter.det_context_pad', index=29,
+      number=58, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='det_crop_mode', full_name='caffe.V0LayerParameter.det_crop_mode', index=30,
+      number=59, type=9, cpp_type=9, label=1,
+      has_default_value=True, default_value=unicode("warp", "utf-8"),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='new_num', full_name='caffe.V0LayerParameter.new_num', index=31,
+      number=60, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='new_channels', full_name='caffe.V0LayerParameter.new_channels', index=32,
+      number=61, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='new_height', full_name='caffe.V0LayerParameter.new_height', index=33,
+      number=62, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='new_width', full_name='caffe.V0LayerParameter.new_width', index=34,
+      number=63, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=0,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='shuffle_images', full_name='caffe.V0LayerParameter.shuffle_images', index=35,
+      number=64, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='concat_dim', full_name='caffe.V0LayerParameter.concat_dim', index=36,
+      number=65, type=13, cpp_type=3, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='hdf5_output_param', full_name='caffe.V0LayerParameter.hdf5_output_param', index=37,
+      number=1001, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+    _V0LAYERPARAMETER_POOLMETHOD,
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=13871,
+  serialized_end=14892,
+)
+
+
+_PRELUPARAMETER = _descriptor.Descriptor(
+  name='PReLUParameter',
+  full_name='caffe.PReLUParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='filler', full_name='caffe.PReLUParameter.filler', index=0,
+      number=1, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='channel_shared', full_name='caffe.PReLUParameter.channel_shared', index=1,
+      number=2, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=14894,
+  serialized_end=14981,
+)
+
+
+_SCALEPARAMETER = _descriptor.Descriptor(
+  name='ScaleParameter',
+  full_name='caffe.ScaleParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='axis', full_name='caffe.ScaleParameter.axis', index=0,
+      number=1, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='num_axes', full_name='caffe.ScaleParameter.num_axes', index=1,
+      number=2, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='filler', full_name='caffe.ScaleParameter.filler', index=2,
+      number=3, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='bias_term', full_name='caffe.ScaleParameter.bias_term', index=3,
+      number=4, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='bias_filler', full_name='caffe.ScaleParameter.bias_filler', index=4,
+      number=5, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=14984,
+  serialized_end=15149,
+)
+
+
+_BIASPARAMETER = _descriptor.Descriptor(
+  name='BiasParameter',
+  full_name='caffe.BiasParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='axis', full_name='caffe.BiasParameter.axis', index=0,
+      number=1, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='num_axes', full_name='caffe.BiasParameter.num_axes', index=1,
+      number=2, type=5, cpp_type=1, label=1,
+      has_default_value=True, default_value=1,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='filler', full_name='caffe.BiasParameter.filler', index=2,
+      number=3, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=15151,
+  serialized_end=15244,
+)
+
+
+_BATCHREDUCTIONPARAMETER = _descriptor.Descriptor(
+  name='BatchReductionParameter',
+  full_name='caffe.BatchReductionParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='level', full_name='caffe.BatchReductionParameter.level', index=0,
+      number=1, type=5, cpp_type=1, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='reduction_param', full_name='caffe.BatchReductionParameter.reduction_param', 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='pos', full_name='caffe.BatchReductionParameter.pos', index=2,
+      number=3, type=8, cpp_type=7, label=1,
+      has_default_value=True, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=15246,
+  serialized_end=15358,
+)
+
+
+_MEMORYOPTIMIZATIONPARAMETER = _descriptor.Descriptor(
+  name='MemoryOptimizationParameter',
+  full_name='caffe.MemoryOptimizationParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='optimize_train', full_name='caffe.MemoryOptimizationParameter.optimize_train', 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='optimize_test', full_name='caffe.MemoryOptimizationParameter.optimize_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),
+    _descriptor.FieldDescriptor(
+      name='exclude_blob', full_name='caffe.MemoryOptimizationParameter.exclude_blob', index=2,
+      number=3, type=9, cpp_type=9, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  extension_ranges=[],
+  serialized_start=15360,
+  serialized_end=15471,
+)
+
+_BLOBPROTO.fields_by_name['shape'].message_type = _BLOBSHAPE
+_BLOBPROTOVECTOR.fields_by_name['blobs'].message_type = _BLOBPROTO
+_FILLERPARAMETER.fields_by_name['variance_norm'].enum_type = _FILLERPARAMETER_VARIANCENORM
+_FILLERPARAMETER_VARIANCENORM.containing_type = _FILLERPARAMETER;
+_NETPARAMETER.fields_by_name['input_shape'].message_type = _BLOBSHAPE
+_NETPARAMETER.fields_by_name['state'].message_type = _NETSTATE
+_NETPARAMETER.fields_by_name['layer'].message_type = _LAYERPARAMETER
+_NETPARAMETER.fields_by_name['mem_param'].message_type = _MEMORYOPTIMIZATIONPARAMETER
+_NETPARAMETER.fields_by_name['layers'].message_type = _V1LAYERPARAMETER
+_SOLVERPARAMETER.fields_by_name['net_param'].message_type = _NETPARAMETER
+_SOLVERPARAMETER.fields_by_name['train_net_param'].message_type = _NETPARAMETER
+_SOLVERPARAMETER.fields_by_name['test_net_param'].message_type = _NETPARAMETER
+_SOLVERPARAMETER.fields_by_name['train_state'].message_type = _NETSTATE
+_SOLVERPARAMETER.fields_by_name['test_state'].message_type = _NETSTATE
+_SOLVERPARAMETER.fields_by_name['solver_mode'].enum_type = _SOLVERPARAMETER_SOLVERMODE
+_SOLVERPARAMETER.fields_by_name['solver_type'].enum_type = _SOLVERPARAMETER_SOLVERTYPE
+_SOLVERPARAMETER_SOLVERMODE.containing_type = _SOLVERPARAMETER;
+_SOLVERPARAMETER_SOLVERTYPE.containing_type = _SOLVERPARAMETER;
+_SOLVERSTATE.fields_by_name['history'].message_type = _BLOBPROTO
+_NETSTATE.fields_by_name['phase'].enum_type = _PHASE
+_NETSTATERULE.fields_by_name['phase'].enum_type = _PHASE
+_PARAMSPEC.fields_by_name['share_mode'].enum_type = _PARAMSPEC_DIMCHECKMODE
+_PARAMSPEC_DIMCHECKMODE.containing_type = _PARAMSPEC;
+_LAYERPARAMETER.fields_by_name['phase'].enum_type = _PHASE
+_LAYERPARAMETER.fields_by_name['param'].message_type = _PARAMSPEC
+_LAYERPARAMETER.fields_by_name['blobs'].message_type = _BLOBPROTO
+_LAYERPARAMETER.fields_by_name['include'].message_type = _NETSTATERULE
+_LAYERPARAMETER.fields_by_name['exclude'].message_type = _NETSTATERULE
+_LAYERPARAMETER.fields_by_name['transform_param'].message_type = _TRANSFORMATIONPARAMETER
+_LAYERPARAMETER.fields_by_name['loss_param'].message_type = _LOSSPARAMETER
+_LAYERPARAMETER.fields_by_name['accuracy_param'].message_type = _ACCURACYPARAMETER
+_LAYERPARAMETER.fields_by_name['argmax_param'].message_type = _ARGMAXPARAMETER
+_LAYERPARAMETER.fields_by_name['bn_param'].message_type = _BNPARAMETER
+_LAYERPARAMETER.fields_by_name['concat_param'].message_type = _CONCATPARAMETER
+_LAYERPARAMETER.fields_by_name['contrastive_loss_param'].message_type = _CONTRASTIVELOSSPARAMETER
+_LAYERPARAMETER.fields_by_name['convolution_param'].message_type = _CONVOLUTIONPARAMETER
+_LAYERPARAMETER.fields_by_name['data_param'].message_type = _DATAPARAMETER
+_LAYERPARAMETER.fields_by_name['dropout_param'].message_type = _DROPOUTPARAMETER
+_LAYERPARAMETER.fields_by_name['dummy_data_param'].message_type = _DUMMYDATAPARAMETER
+_LAYERPARAMETER.fields_by_name['eltwise_param'].message_type = _ELTWISEPARAMETER
+_LAYERPARAMETER.fields_by_name['exp_param'].message_type = _EXPPARAMETER
+_LAYERPARAMETER.fields_by_name['flatten_param'].message_type = _FLATTENPARAMETER
+_LAYERPARAMETER.fields_by_name['hdf5_data_param'].message_type = _HDF5DATAPARAMETER
+_LAYERPARAMETER.fields_by_name['hdf5_output_param'].message_type = _HDF5OUTPUTPARAMETER
+_LAYERPARAMETER.fields_by_name['hinge_loss_param'].message_type = _HINGELOSSPARAMETER
+_LAYERPARAMETER.fields_by_name['image_data_param'].message_type = _IMAGEDATAPARAMETER
+_LAYERPARAMETER.fields_by_name['infogain_loss_param'].message_type = _INFOGAINLOSSPARAMETER
+_LAYERPARAMETER.fields_by_name['inner_product_param'].message_type = _INNERPRODUCTPARAMETER
+_LAYERPARAMETER.fields_by_name['log_param'].message_type = _LOGPARAMETER
+_LAYERPARAMETER.fields_by_name['lrn_param'].message_type = _LRNPARAMETER
+_LAYERPARAMETER.fields_by_name['memory_data_param'].message_type = _MEMORYDATAPARAMETER
+_LAYERPARAMETER.fields_by_name['mvn_param'].message_type = _MVNPARAMETER
+_LAYERPARAMETER.fields_by_name['pooling_param'].message_type = _POOLINGPARAMETER
+_LAYERPARAMETER.fields_by_name['power_param'].message_type = _POWERPARAMETER
+_LAYERPARAMETER.fields_by_name['prelu_param'].message_type = _PRELUPARAMETER
+_LAYERPARAMETER.fields_by_name['python_param'].message_type = _PYTHONPARAMETER
+_LAYERPARAMETER.fields_by_name['reduction_param'].message_type = _REDUCTIONPARAMETER
+_LAYERPARAMETER.fields_by_name['relu_param'].message_type = _RELUPARAMETER
+_LAYERPARAMETER.fields_by_name['reshape_param'].message_type = _RESHAPEPARAMETER
+_LAYERPARAMETER.fields_by_name['seg_data_param'].message_type = _SEGDATAPARAMETER
+_LAYERPARAMETER.fields_by_name['sigmoid_param'].message_type = _SIGMOIDPARAMETER
+_LAYERPARAMETER.fields_by_name['softmax_param'].message_type = _SOFTMAXPARAMETER
+_LAYERPARAMETER.fields_by_name['spp_param'].message_type = _SPPPARAMETER
+_LAYERPARAMETER.fields_by_name['slice_param'].message_type = _SLICEPARAMETER
+_LAYERPARAMETER.fields_by_name['tanh_param'].message_type = _TANHPARAMETER
+_LAYERPARAMETER.fields_by_name['threshold_param'].message_type = _THRESHOLDPARAMETER
+_LAYERPARAMETER.fields_by_name['window_data_param'].message_type = _WINDOWDATAPARAMETER
+_LAYERPARAMETER.fields_by_name['video_data_param'].message_type = _VIDEODATAPARAMETER
+_LAYERPARAMETER.fields_by_name['roi_pooling_param'].message_type = _ROIPOOLINGPARAMETER
+_LAYERPARAMETER.fields_by_name['scale_param'].message_type = _SCALEPARAMETER
+_LAYERPARAMETER.fields_by_name['bias_param'].message_type = _BIASPARAMETER
+_LAYERPARAMETER.fields_by_name['batch_reduction_param'].message_type = _BATCHREDUCTIONPARAMETER
+_BNPARAMETER.fields_by_name['slope_filler'].message_type = _FILLERPARAMETER
+_BNPARAMETER.fields_by_name['bias_filler'].message_type = _FILLERPARAMETER
+_BNPARAMETER.fields_by_name['engine'].enum_type = _BNPARAMETER_ENGINE
+_BNPARAMETER_ENGINE.containing_type = _BNPARAMETER;
+_CONVOLUTIONPARAMETER.fields_by_name['weight_filler'].message_type = _FILLERPARAMETER
+_CONVOLUTIONPARAMETER.fields_by_name['bias_filler'].message_type = _FILLERPARAMETER
+_CONVOLUTIONPARAMETER.fields_by_name['engine'].enum_type = _CONVOLUTIONPARAMETER_ENGINE
+_CONVOLUTIONPARAMETER_ENGINE.containing_type = _CONVOLUTIONPARAMETER;
+_DATAPARAMETER.fields_by_name['backend'].enum_type = _DATAPARAMETER_DB
+_DATAPARAMETER_DB.containing_type = _DATAPARAMETER;
+_DUMMYDATAPARAMETER.fields_by_name['data_filler'].message_type = _FILLERPARAMETER
+_DUMMYDATAPARAMETER.fields_by_name['shape'].message_type = _BLOBSHAPE
+_ELTWISEPARAMETER.fields_by_name['operation'].enum_type = _ELTWISEPARAMETER_ELTWISEOP
+_ELTWISEPARAMETER_ELTWISEOP.containing_type = _ELTWISEPARAMETER;
+_HINGELOSSPARAMETER.fields_by_name['norm'].enum_type = _HINGELOSSPARAMETER_NORM
+_HINGELOSSPARAMETER_NORM.containing_type = _HINGELOSSPARAMETER;
+_VIDEODATAPARAMETER.fields_by_name['modality'].enum_type = _VIDEODATAPARAMETER_MODALITY
+_VIDEODATAPARAMETER_MODALITY.containing_type = _VIDEODATAPARAMETER;
+_INNERPRODUCTPARAMETER.fields_by_name['weight_filler'].message_type = _FILLERPARAMETER
+_INNERPRODUCTPARAMETER.fields_by_name['bias_filler'].message_type = _FILLERPARAMETER
+_LRNPARAMETER.fields_by_name['norm_region'].enum_type = _LRNPARAMETER_NORMREGION
+_LRNPARAMETER_NORMREGION.containing_type = _LRNPARAMETER;
+_POOLINGPARAMETER.fields_by_name['pool'].enum_type = _POOLINGPARAMETER_POOLMETHOD
+_POOLINGPARAMETER.fields_by_name['engine'].enum_type = _POOLINGPARAMETER_ENGINE
+_POOLINGPARAMETER_POOLMETHOD.containing_type = _POOLINGPARAMETER;
+_POOLINGPARAMETER_ENGINE.containing_type = _POOLINGPARAMETER;
+_REDUCTIONPARAMETER.fields_by_name['operation'].enum_type = _REDUCTIONPARAMETER_REDUCTIONOP
+_REDUCTIONPARAMETER_REDUCTIONOP.containing_type = _REDUCTIONPARAMETER;
+_RELUPARAMETER.fields_by_name['engine'].enum_type = _RELUPARAMETER_ENGINE
+_RELUPARAMETER_ENGINE.containing_type = _RELUPARAMETER;
+_RESHAPEPARAMETER.fields_by_name['shape'].message_type = _BLOBSHAPE
+_SIGMOIDPARAMETER.fields_by_name['engine'].enum_type = _SIGMOIDPARAMETER_ENGINE
+_SIGMOIDPARAMETER_ENGINE.containing_type = _SIGMOIDPARAMETER;
+_SOFTMAXPARAMETER.fields_by_name['engine'].enum_type = _SOFTMAXPARAMETER_ENGINE
+_SOFTMAXPARAMETER_ENGINE.containing_type = _SOFTMAXPARAMETER;
+_TANHPARAMETER.fields_by_name['engine'].enum_type = _TANHPARAMETER_ENGINE
+_TANHPARAMETER_ENGINE.containing_type = _TANHPARAMETER;
+_SPPPARAMETER.fields_by_name['pool'].enum_type = _SPPPARAMETER_POOLMETHOD
+_SPPPARAMETER.fields_by_name['engine'].enum_type = _SPPPARAMETER_ENGINE
+_SPPPARAMETER_POOLMETHOD.containing_type = _SPPPARAMETER;
+_SPPPARAMETER_ENGINE.containing_type = _SPPPARAMETER;
+_V1LAYERPARAMETER.fields_by_name['include'].message_type = _NETSTATERULE
+_V1LAYERPARAMETER.fields_by_name['exclude'].message_type = _NETSTATERULE
+_V1LAYERPARAMETER.fields_by_name['type'].enum_type = _V1LAYERPARAMETER_LAYERTYPE
+_V1LAYERPARAMETER.fields_by_name['blobs'].message_type = _BLOBPROTO
+_V1LAYERPARAMETER.fields_by_name['blob_share_mode'].enum_type = _V1LAYERPARAMETER_DIMCHECKMODE
+_V1LAYERPARAMETER.fields_by_name['accuracy_param'].message_type = _ACCURACYPARAMETER
+_V1LAYERPARAMETER.fields_by_name['argmax_param'].message_type = _ARGMAXPARAMETER
+_V1LAYERPARAMETER.fields_by_name['concat_param'].message_type = _CONCATPARAMETER
+_V1LAYERPARAMETER.fields_by_name['contrastive_loss_param'].message_type = _CONTRASTIVELOSSPARAMETER
+_V1LAYERPARAMETER.fields_by_name['convolution_param'].message_type = _CONVOLUTIONPARAMETER
+_V1LAYERPARAMETER.fields_by_name['data_param'].message_type = _DATAPARAMETER
+_V1LAYERPARAMETER.fields_by_name['dropout_param'].message_type = _DROPOUTPARAMETER
+_V1LAYERPARAMETER.fields_by_name['dummy_data_param'].message_type = _DUMMYDATAPARAMETER
+_V1LAYERPARAMETER.fields_by_name['eltwise_param'].message_type = _ELTWISEPARAMETER
+_V1LAYERPARAMETER.fields_by_name['exp_param'].message_type = _EXPPARAMETER
+_V1LAYERPARAMETER.fields_by_name['hdf5_data_param'].message_type = _HDF5DATAPARAMETER
+_V1LAYERPARAMETER.fields_by_name['hdf5_output_param'].message_type = _HDF5OUTPUTPARAMETER
+_V1LAYERPARAMETER.fields_by_name['hinge_loss_param'].message_type = _HINGELOSSPARAMETER
+_V1LAYERPARAMETER.fields_by_name['image_data_param'].message_type = _IMAGEDATAPARAMETER
+_V1LAYERPARAMETER.fields_by_name['infogain_loss_param'].message_type = _INFOGAINLOSSPARAMETER
+_V1LAYERPARAMETER.fields_by_name['inner_product_param'].message_type = _INNERPRODUCTPARAMETER
+_V1LAYERPARAMETER.fields_by_name['lrn_param'].message_type = _LRNPARAMETER
+_V1LAYERPARAMETER.fields_by_name['memory_data_param'].message_type = _MEMORYDATAPARAMETER
+_V1LAYERPARAMETER.fields_by_name['mvn_param'].message_type = _MVNPARAMETER
+_V1LAYERPARAMETER.fields_by_name['pooling_param'].message_type = _POOLINGPARAMETER
+_V1LAYERPARAMETER.fields_by_name['power_param'].message_type = _POWERPARAMETER
+_V1LAYERPARAMETER.fields_by_name['relu_param'].message_type = _RELUPARAMETER
+_V1LAYERPARAMETER.fields_by_name['sigmoid_param'].message_type = _SIGMOIDPARAMETER
+_V1LAYERPARAMETER.fields_by_name['softmax_param'].message_type = _SOFTMAXPARAMETER
+_V1LAYERPARAMETER.fields_by_name['slice_param'].message_type = _SLICEPARAMETER
+_V1LAYERPARAMETER.fields_by_name['tanh_param'].message_type = _TANHPARAMETER
+_V1LAYERPARAMETER.fields_by_name['threshold_param'].message_type = _THRESHOLDPARAMETER
+_V1LAYERPARAMETER.fields_by_name['window_data_param'].message_type = _WINDOWDATAPARAMETER
+_V1LAYERPARAMETER.fields_by_name['transform_param'].message_type = _TRANSFORMATIONPARAMETER
+_V1LAYERPARAMETER.fields_by_name['loss_param'].message_type = _LOSSPARAMETER
+_V1LAYERPARAMETER.fields_by_name['layer'].message_type = _V0LAYERPARAMETER
+_V1LAYERPARAMETER_LAYERTYPE.containing_type = _V1LAYERPARAMETER;
+_V1LAYERPARAMETER_DIMCHECKMODE.containing_type = _V1LAYERPARAMETER;
+_V0LAYERPARAMETER.fields_by_name['weight_filler'].message_type = _FILLERPARAMETER
+_V0LAYERPARAMETER.fields_by_name['bias_filler'].message_type = _FILLERPARAMETER
+_V0LAYERPARAMETER.fields_by_name['pool'].enum_type = _V0LAYERPARAMETER_POOLMETHOD
+_V0LAYERPARAMETER.fields_by_name['blobs'].message_type = _BLOBPROTO
+_V0LAYERPARAMETER.fields_by_name['hdf5_output_param'].message_type = _HDF5OUTPUTPARAMETER
+_V0LAYERPARAMETER_POOLMETHOD.containing_type = _V0LAYERPARAMETER;
+_PRELUPARAMETER.fields_by_name['filler'].message_type = _FILLERPARAMETER
+_SCALEPARAMETER.fields_by_name['filler'].message_type = _FILLERPARAMETER
+_SCALEPARAMETER.fields_by_name['bias_filler'].message_type = _FILLERPARAMETER
+_BIASPARAMETER.fields_by_name['filler'].message_type = _FILLERPARAMETER
+_BATCHREDUCTIONPARAMETER.fields_by_name['reduction_param'].message_type = _REDUCTIONPARAMETER
+DESCRIPTOR.message_types_by_name['BlobShape'] = _BLOBSHAPE
+DESCRIPTOR.message_types_by_name['BlobProto'] = _BLOBPROTO
+DESCRIPTOR.message_types_by_name['BlobProtoVector'] = _BLOBPROTOVECTOR
+DESCRIPTOR.message_types_by_name['Datum'] = _DATUM
+DESCRIPTOR.message_types_by_name['FillerParameter'] = _FILLERPARAMETER
+DESCRIPTOR.message_types_by_name['NetParameter'] = _NETPARAMETER
+DESCRIPTOR.message_types_by_name['SolverParameter'] = _SOLVERPARAMETER
+DESCRIPTOR.message_types_by_name['SolverState'] = _SOLVERSTATE
+DESCRIPTOR.message_types_by_name['NetState'] = _NETSTATE
+DESCRIPTOR.message_types_by_name['NetStateRule'] = _NETSTATERULE
+DESCRIPTOR.message_types_by_name['ParamSpec'] = _PARAMSPEC
+DESCRIPTOR.message_types_by_name['LayerParameter'] = _LAYERPARAMETER
+DESCRIPTOR.message_types_by_name['TransformationParameter'] = _TRANSFORMATIONPARAMETER
+DESCRIPTOR.message_types_by_name['LossParameter'] = _LOSSPARAMETER
+DESCRIPTOR.message_types_by_name['AccuracyParameter'] = _ACCURACYPARAMETER
+DESCRIPTOR.message_types_by_name['ArgMaxParameter'] = _ARGMAXPARAMETER
+DESCRIPTOR.message_types_by_name['BNParameter'] = _BNPARAMETER
+DESCRIPTOR.message_types_by_name['ConcatParameter'] = _CONCATPARAMETER
+DESCRIPTOR.message_types_by_name['ContrastiveLossParameter'] = _CONTRASTIVELOSSPARAMETER
+DESCRIPTOR.message_types_by_name['ConvolutionParameter'] = _CONVOLUTIONPARAMETER
+DESCRIPTOR.message_types_by_name['DataParameter'] = _DATAPARAMETER
+DESCRIPTOR.message_types_by_name['DropoutParameter'] = _DROPOUTPARAMETER
+DESCRIPTOR.message_types_by_name['DummyDataParameter'] = _DUMMYDATAPARAMETER
+DESCRIPTOR.message_types_by_name['EltwiseParameter'] = _ELTWISEPARAMETER
+DESCRIPTOR.message_types_by_name['ExpParameter'] = _EXPPARAMETER
+DESCRIPTOR.message_types_by_name['FlattenParameter'] = _FLATTENPARAMETER
+DESCRIPTOR.message_types_by_name['HDF5DataParameter'] = _HDF5DATAPARAMETER
+DESCRIPTOR.message_types_by_name['HDF5OutputParameter'] = _HDF5OUTPUTPARAMETER
+DESCRIPTOR.message_types_by_name['HingeLossParameter'] = _HINGELOSSPARAMETER
+DESCRIPTOR.message_types_by_name['ImageDataParameter'] = _IMAGEDATAPARAMETER
+DESCRIPTOR.message_types_by_name['VideoDataParameter'] = _VIDEODATAPARAMETER
+DESCRIPTOR.message_types_by_name['InfogainLossParameter'] = _INFOGAINLOSSPARAMETER
+DESCRIPTOR.message_types_by_name['InnerProductParameter'] = _INNERPRODUCTPARAMETER
+DESCRIPTOR.message_types_by_name['LogParameter'] = _LOGPARAMETER
+DESCRIPTOR.message_types_by_name['LRNParameter'] = _LRNPARAMETER
+DESCRIPTOR.message_types_by_name['MemoryDataParameter'] = _MEMORYDATAPARAMETER
+DESCRIPTOR.message_types_by_name['MVNParameter'] = _MVNPARAMETER
+DESCRIPTOR.message_types_by_name['PoolingParameter'] = _POOLINGPARAMETER
+DESCRIPTOR.message_types_by_name['PowerParameter'] = _POWERPARAMETER
+DESCRIPTOR.message_types_by_name['PythonParameter'] = _PYTHONPARAMETER
+DESCRIPTOR.message_types_by_name['ReductionParameter'] = _REDUCTIONPARAMETER
+DESCRIPTOR.message_types_by_name['ReLUParameter'] = _RELUPARAMETER
+DESCRIPTOR.message_types_by_name['ReshapeParameter'] = _RESHAPEPARAMETER
+DESCRIPTOR.message_types_by_name['SegDataParameter'] = _SEGDATAPARAMETER
+DESCRIPTOR.message_types_by_name['SigmoidParameter'] = _SIGMOIDPARAMETER
+DESCRIPTOR.message_types_by_name['SliceParameter'] = _SLICEPARAMETER
+DESCRIPTOR.message_types_by_name['SoftmaxParameter'] = _SOFTMAXPARAMETER
+DESCRIPTOR.message_types_by_name['TanHParameter'] = _TANHPARAMETER
+DESCRIPTOR.message_types_by_name['ThresholdParameter'] = _THRESHOLDPARAMETER
+DESCRIPTOR.message_types_by_name['WindowDataParameter'] = _WINDOWDATAPARAMETER
+DESCRIPTOR.message_types_by_name['SPPParameter'] = _SPPPARAMETER
+DESCRIPTOR.message_types_by_name['ROIPoolingParameter'] = _ROIPOOLINGPARAMETER
+DESCRIPTOR.message_types_by_name['V1LayerParameter'] = _V1LAYERPARAMETER
+DESCRIPTOR.message_types_by_name['V0LayerParameter'] = _V0LAYERPARAMETER
+DESCRIPTOR.message_types_by_name['PReLUParameter'] = _PRELUPARAMETER
+DESCRIPTOR.message_types_by_name['ScaleParameter'] = _SCALEPARAMETER
+DESCRIPTOR.message_types_by_name['BiasParameter'] = _BIASPARAMETER
+DESCRIPTOR.message_types_by_name['BatchReductionParameter'] = _BATCHREDUCTIONPARAMETER
+DESCRIPTOR.message_types_by_name['MemoryOptimizationParameter'] = _MEMORYOPTIMIZATIONPARAMETER
+
+class BlobShape(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _BLOBSHAPE
+
+  # @@protoc_insertion_point(class_scope:caffe.BlobShape)
+
+class BlobProto(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _BLOBPROTO
+
+  # @@protoc_insertion_point(class_scope:caffe.BlobProto)
+
+class BlobProtoVector(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _BLOBPROTOVECTOR
+
+  # @@protoc_insertion_point(class_scope:caffe.BlobProtoVector)
+
+class Datum(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _DATUM
+
+  # @@protoc_insertion_point(class_scope:caffe.Datum)
+
+class FillerParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _FILLERPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.FillerParameter)
+
+class NetParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _NETPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.NetParameter)
+
+class SolverParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _SOLVERPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.SolverParameter)
+
+class SolverState(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _SOLVERSTATE
+
+  # @@protoc_insertion_point(class_scope:caffe.SolverState)
+
+class NetState(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _NETSTATE
+
+  # @@protoc_insertion_point(class_scope:caffe.NetState)
+
+class NetStateRule(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _NETSTATERULE
+
+  # @@protoc_insertion_point(class_scope:caffe.NetStateRule)
+
+class ParamSpec(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _PARAMSPEC
+
+  # @@protoc_insertion_point(class_scope:caffe.ParamSpec)
+
+class LayerParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _LAYERPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.LayerParameter)
+
+class TransformationParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _TRANSFORMATIONPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.TransformationParameter)
+
+class LossParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _LOSSPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.LossParameter)
+
+class AccuracyParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _ACCURACYPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.AccuracyParameter)
+
+class ArgMaxParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _ARGMAXPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.ArgMaxParameter)
+
+class BNParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _BNPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.BNParameter)
+
+class ConcatParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _CONCATPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.ConcatParameter)
+
+class ContrastiveLossParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _CONTRASTIVELOSSPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.ContrastiveLossParameter)
+
+class ConvolutionParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _CONVOLUTIONPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.ConvolutionParameter)
+
+class DataParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _DATAPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.DataParameter)
+
+class DropoutParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _DROPOUTPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.DropoutParameter)
+
+class DummyDataParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _DUMMYDATAPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.DummyDataParameter)
+
+class EltwiseParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _ELTWISEPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.EltwiseParameter)
+
+class ExpParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _EXPPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.ExpParameter)
+
+class FlattenParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _FLATTENPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.FlattenParameter)
+
+class HDF5DataParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _HDF5DATAPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.HDF5DataParameter)
+
+class HDF5OutputParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _HDF5OUTPUTPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.HDF5OutputParameter)
+
+class HingeLossParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _HINGELOSSPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.HingeLossParameter)
+
+class ImageDataParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _IMAGEDATAPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.ImageDataParameter)
+
+class VideoDataParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _VIDEODATAPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.VideoDataParameter)
+
+class InfogainLossParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _INFOGAINLOSSPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.InfogainLossParameter)
+
+class InnerProductParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _INNERPRODUCTPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.InnerProductParameter)
+
+class LogParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _LOGPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.LogParameter)
+
+class LRNParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _LRNPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.LRNParameter)
+
+class MemoryDataParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _MEMORYDATAPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.MemoryDataParameter)
+
+class MVNParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _MVNPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.MVNParameter)
+
+class PoolingParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _POOLINGPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.PoolingParameter)
+
+class PowerParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _POWERPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.PowerParameter)
+
+class PythonParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _PYTHONPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.PythonParameter)
+
+class ReductionParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _REDUCTIONPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.ReductionParameter)
+
+class ReLUParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _RELUPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.ReLUParameter)
+
+class ReshapeParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _RESHAPEPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.ReshapeParameter)
+
+class SegDataParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _SEGDATAPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.SegDataParameter)
+
+class SigmoidParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _SIGMOIDPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.SigmoidParameter)
+
+class SliceParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _SLICEPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.SliceParameter)
+
+class SoftmaxParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _SOFTMAXPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.SoftmaxParameter)
+
+class TanHParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _TANHPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.TanHParameter)
+
+class ThresholdParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _THRESHOLDPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.ThresholdParameter)
+
+class WindowDataParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _WINDOWDATAPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.WindowDataParameter)
+
+class SPPParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _SPPPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.SPPParameter)
+
+class ROIPoolingParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _ROIPOOLINGPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.ROIPoolingParameter)
+
+class V1LayerParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _V1LAYERPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.V1LayerParameter)
+
+class V0LayerParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _V0LAYERPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.V0LayerParameter)
+
+class PReLUParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _PRELUPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.PReLUParameter)
+
+class ScaleParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _SCALEPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.ScaleParameter)
+
+class BiasParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _BIASPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.BiasParameter)
+
+class BatchReductionParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _BATCHREDUCTIONPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.BatchReductionParameter)
+
+class MemoryOptimizationParameter(_message.Message):
+  __metaclass__ = _reflection.GeneratedProtocolMessageType
+  DESCRIPTOR = _MEMORYOPTIMIZATIONPARAMETER
+
+  # @@protoc_insertion_point(class_scope:caffe.MemoryOptimizationParameter)
+
+
+_BLOBSHAPE.fields_by_name['dim'].has_options = True
+_BLOBSHAPE.fields_by_name['dim']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), '\020\001')
+_BLOBPROTO.fields_by_name['data'].has_options = True
+_BLOBPROTO.fields_by_name['data']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), '\020\001')
+_BLOBPROTO.fields_by_name['diff'].has_options = True
+_BLOBPROTO.fields_by_name['diff']._options = _descriptor._ParseOptions(descriptor_pb2.FieldOptions(), '\020\001')
+# @@protoc_insertion_point(module_scope)
diff --git a/bninception/inceptionv3.yaml b/bninception/inceptionv3.yaml
new file mode 100644
index 0000000..7c173c9
--- /dev/null
+++ b/bninception/inceptionv3.yaml
@@ -0,0 +1,821 @@
+inputs: []
+layers:
+- attrs: {kernel_h: 3, kernel_w: 3, num_output: 32, pad_h: 0, pad_w: 0, stride_h: 2,
+    stride_w: 2}
+  expr: conv_Conv2D<=Convolution<=data
+  id: conv_Conv2D
+- attrs: {}
+  expr: conv<=BN<=conv_Conv2D
+  id: conv_batchnorm
+- {expr: conv<=ReLU<=conv, id: conv}
+- attrs: {kernel_h: 3, kernel_w: 3, num_output: 32, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: conv_1_Conv2D<=Convolution<=conv
+  id: conv_1_Conv2D
+- attrs: {}
+  expr: conv_1<=BN<=conv_1_Conv2D
+  id: conv_1_batchnorm
+- {expr: conv_1<=ReLU<=conv_1, id: conv_1}
+- attrs: {kernel_h: 3, kernel_w: 3, num_output: 64, pad_h: 1, pad_w: 1, stride_h: 1,
+    stride_w: 1}
+  expr: conv_2_Conv2D<=Convolution<=conv_1
+  id: conv_2_Conv2D
+- attrs: {}
+  expr: conv_2<=BN<=conv_2_Conv2D
+  id: conv_2_batchnorm
+- {expr: conv_2<=ReLU<=conv_2, id: conv_2}
+- attrs: {kernel_size: 3, mode: max, pad: 0, stride: 2}
+  expr: pool<=Pooling<=conv_2
+  id: pool
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 80, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: conv_3_Conv2D<=Convolution<=pool
+  id: conv_3_Conv2D
+- attrs: {}
+  expr: conv_3<=BN<=conv_3_Conv2D
+  id: conv_3_batchnorm
+- {expr: conv_3<=ReLU<=conv_3, id: conv_3}
+- attrs: {kernel_h: 3, kernel_w: 3, num_output: 192, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: conv_4_Conv2D<=Convolution<=conv_3
+  id: conv_4_Conv2D
+- attrs: {}
+  expr: conv_4<=BN<=conv_4_Conv2D
+  id: conv_4_batchnorm
+- {expr: conv_4<=ReLU<=conv_4, id: conv_4}
+- attrs: {kernel_size: 3, mode: max, pad: 0, stride: 2}
+  expr: pool_1<=Pooling<=conv_4
+  id: pool_1
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 64, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_conv_Conv2D<=Convolution<=pool_1
+  id: mixed_conv_Conv2D
+- attrs: {}
+  expr: mixed_conv<=BN<=mixed_conv_Conv2D
+  id: mixed_conv_batchnorm
+- {expr: mixed_conv<=ReLU<=mixed_conv, id: mixed_conv}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 48, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_tower_conv_Conv2D<=Convolution<=pool_1
+  id: mixed_tower_conv_Conv2D
+- attrs: {}
+  expr: mixed_tower_conv<=BN<=mixed_tower_conv_Conv2D
+  id: mixed_tower_conv_batchnorm
+- {expr: mixed_tower_conv<=ReLU<=mixed_tower_conv, id: mixed_tower_conv}
+- attrs: {kernel_h: 5, kernel_w: 5, num_output: 64, pad_h: 2, pad_w: 2, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_tower_conv_1_Conv2D<=Convolution<=mixed_tower_conv
+  id: mixed_tower_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_tower_conv_1<=BN<=mixed_tower_conv_1_Conv2D
+  id: mixed_tower_conv_1_batchnorm
+- {expr: mixed_tower_conv_1<=ReLU<=mixed_tower_conv_1, id: mixed_tower_conv_1}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 64, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_tower_1_conv_Conv2D<=Convolution<=pool_1
+  id: mixed_tower_1_conv_Conv2D
+- attrs: {}
+  expr: mixed_tower_1_conv<=BN<=mixed_tower_1_conv_Conv2D
+  id: mixed_tower_1_conv_batchnorm
+- {expr: mixed_tower_1_conv<=ReLU<=mixed_tower_1_conv, id: mixed_tower_1_conv}
+- attrs: {kernel_h: 3, kernel_w: 3, num_output: 96, pad_h: 1, pad_w: 1, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_tower_1_conv_1_Conv2D<=Convolution<=mixed_tower_1_conv
+  id: mixed_tower_1_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_tower_1_conv_1<=BN<=mixed_tower_1_conv_1_Conv2D
+  id: mixed_tower_1_conv_1_batchnorm
+- {expr: mixed_tower_1_conv_1<=ReLU<=mixed_tower_1_conv_1, id: mixed_tower_1_conv_1}
+- attrs: {kernel_h: 3, kernel_w: 3, num_output: 96, pad_h: 1, pad_w: 1, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_tower_1_conv_2_Conv2D<=Convolution<=mixed_tower_1_conv_1
+  id: mixed_tower_1_conv_2_Conv2D
+- attrs: {}
+  expr: mixed_tower_1_conv_2<=BN<=mixed_tower_1_conv_2_Conv2D
+  id: mixed_tower_1_conv_2_batchnorm
+- {expr: mixed_tower_1_conv_2<=ReLU<=mixed_tower_1_conv_2, id: mixed_tower_1_conv_2}
+- attrs: {kernel_size: 3, mode: ave, pad: 1, stride: 1}
+  expr: mixed_tower_2_pool<=Pooling<=pool_1
+  id: mixed_tower_2_pool
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 32, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_tower_2_conv_Conv2D<=Convolution<=mixed_tower_2_pool
+  id: mixed_tower_2_conv_Conv2D
+- attrs: {}
+  expr: mixed_tower_2_conv<=BN<=mixed_tower_2_conv_Conv2D
+  id: mixed_tower_2_conv_batchnorm
+- {expr: mixed_tower_2_conv<=ReLU<=mixed_tower_2_conv, id: mixed_tower_2_conv}
+- {expr: 'mixed_join<=Concat<=mixed_conv,mixed_tower_conv_1,mixed_tower_1_conv_2,mixed_tower_2_conv',
+  id: mixed_join}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 64, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_1_conv_Conv2D<=Convolution<=mixed_join
+  id: mixed_1_conv_Conv2D
+- attrs: {}
+  expr: mixed_1_conv<=BN<=mixed_1_conv_Conv2D
+  id: mixed_1_conv_batchnorm
+- {expr: mixed_1_conv<=ReLU<=mixed_1_conv, id: mixed_1_conv}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 48, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_1_tower_conv_Conv2D<=Convolution<=mixed_join
+  id: mixed_1_tower_conv_Conv2D
+- attrs: {}
+  expr: mixed_1_tower_conv<=BN<=mixed_1_tower_conv_Conv2D
+  id: mixed_1_tower_conv_batchnorm
+- {expr: mixed_1_tower_conv<=ReLU<=mixed_1_tower_conv, id: mixed_1_tower_conv}
+- attrs: {kernel_h: 5, kernel_w: 5, num_output: 64, pad_h: 2, pad_w: 2, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_1_tower_conv_1_Conv2D<=Convolution<=mixed_1_tower_conv
+  id: mixed_1_tower_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_1_tower_conv_1<=BN<=mixed_1_tower_conv_1_Conv2D
+  id: mixed_1_tower_conv_1_batchnorm
+- {expr: mixed_1_tower_conv_1<=ReLU<=mixed_1_tower_conv_1, id: mixed_1_tower_conv_1}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 64, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_1_tower_1_conv_Conv2D<=Convolution<=mixed_join
+  id: mixed_1_tower_1_conv_Conv2D
+- attrs: {}
+  expr: mixed_1_tower_1_conv<=BN<=mixed_1_tower_1_conv_Conv2D
+  id: mixed_1_tower_1_conv_batchnorm
+- {expr: mixed_1_tower_1_conv<=ReLU<=mixed_1_tower_1_conv, id: mixed_1_tower_1_conv}
+- attrs: {kernel_h: 3, kernel_w: 3, num_output: 96, pad_h: 1, pad_w: 1, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_1_tower_1_conv_1_Conv2D<=Convolution<=mixed_1_tower_1_conv
+  id: mixed_1_tower_1_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_1_tower_1_conv_1<=BN<=mixed_1_tower_1_conv_1_Conv2D
+  id: mixed_1_tower_1_conv_1_batchnorm
+- {expr: mixed_1_tower_1_conv_1<=ReLU<=mixed_1_tower_1_conv_1, id: mixed_1_tower_1_conv_1}
+- attrs: {kernel_h: 3, kernel_w: 3, num_output: 96, pad_h: 1, pad_w: 1, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_1_tower_1_conv_2_Conv2D<=Convolution<=mixed_1_tower_1_conv_1
+  id: mixed_1_tower_1_conv_2_Conv2D
+- attrs: {}
+  expr: mixed_1_tower_1_conv_2<=BN<=mixed_1_tower_1_conv_2_Conv2D
+  id: mixed_1_tower_1_conv_2_batchnorm
+- {expr: mixed_1_tower_1_conv_2<=ReLU<=mixed_1_tower_1_conv_2, id: mixed_1_tower_1_conv_2}
+- attrs: {kernel_size: 3, mode: ave, pad: 1, stride: 1}
+  expr: mixed_1_tower_2_pool<=Pooling<=mixed_join
+  id: mixed_1_tower_2_pool
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 64, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_1_tower_2_conv_Conv2D<=Convolution<=mixed_1_tower_2_pool
+  id: mixed_1_tower_2_conv_Conv2D
+- attrs: {}
+  expr: mixed_1_tower_2_conv<=BN<=mixed_1_tower_2_conv_Conv2D
+  id: mixed_1_tower_2_conv_batchnorm
+- {expr: mixed_1_tower_2_conv<=ReLU<=mixed_1_tower_2_conv, id: mixed_1_tower_2_conv}
+- {expr: 'mixed_1_join<=Concat<=mixed_1_conv,mixed_1_tower_conv_1,mixed_1_tower_1_conv_2,mixed_1_tower_2_conv',
+  id: mixed_1_join}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 64, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_2_conv_Conv2D<=Convolution<=mixed_1_join
+  id: mixed_2_conv_Conv2D
+- attrs: {}
+  expr: mixed_2_conv<=BN<=mixed_2_conv_Conv2D
+  id: mixed_2_conv_batchnorm
+- {expr: mixed_2_conv<=ReLU<=mixed_2_conv, id: mixed_2_conv}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 48, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_2_tower_conv_Conv2D<=Convolution<=mixed_1_join
+  id: mixed_2_tower_conv_Conv2D
+- attrs: {}
+  expr: mixed_2_tower_conv<=BN<=mixed_2_tower_conv_Conv2D
+  id: mixed_2_tower_conv_batchnorm
+- {expr: mixed_2_tower_conv<=ReLU<=mixed_2_tower_conv, id: mixed_2_tower_conv}
+- attrs: {kernel_h: 5, kernel_w: 5, num_output: 64, pad_h: 2, pad_w: 2, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_2_tower_conv_1_Conv2D<=Convolution<=mixed_2_tower_conv
+  id: mixed_2_tower_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_2_tower_conv_1<=BN<=mixed_2_tower_conv_1_Conv2D
+  id: mixed_2_tower_conv_1_batchnorm
+- {expr: mixed_2_tower_conv_1<=ReLU<=mixed_2_tower_conv_1, id: mixed_2_tower_conv_1}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 64, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_2_tower_1_conv_Conv2D<=Convolution<=mixed_1_join
+  id: mixed_2_tower_1_conv_Conv2D
+- attrs: {}
+  expr: mixed_2_tower_1_conv<=BN<=mixed_2_tower_1_conv_Conv2D
+  id: mixed_2_tower_1_conv_batchnorm
+- {expr: mixed_2_tower_1_conv<=ReLU<=mixed_2_tower_1_conv, id: mixed_2_tower_1_conv}
+- attrs: {kernel_h: 3, kernel_w: 3, num_output: 96, pad_h: 1, pad_w: 1, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_2_tower_1_conv_1_Conv2D<=Convolution<=mixed_2_tower_1_conv
+  id: mixed_2_tower_1_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_2_tower_1_conv_1<=BN<=mixed_2_tower_1_conv_1_Conv2D
+  id: mixed_2_tower_1_conv_1_batchnorm
+- {expr: mixed_2_tower_1_conv_1<=ReLU<=mixed_2_tower_1_conv_1, id: mixed_2_tower_1_conv_1}
+- attrs: {kernel_h: 3, kernel_w: 3, num_output: 96, pad_h: 1, pad_w: 1, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_2_tower_1_conv_2_Conv2D<=Convolution<=mixed_2_tower_1_conv_1
+  id: mixed_2_tower_1_conv_2_Conv2D
+- attrs: {}
+  expr: mixed_2_tower_1_conv_2<=BN<=mixed_2_tower_1_conv_2_Conv2D
+  id: mixed_2_tower_1_conv_2_batchnorm
+- {expr: mixed_2_tower_1_conv_2<=ReLU<=mixed_2_tower_1_conv_2, id: mixed_2_tower_1_conv_2}
+- attrs: {kernel_size: 3, mode: ave, pad: 1, stride: 1}
+  expr: mixed_2_tower_2_pool<=Pooling<=mixed_1_join
+  id: mixed_2_tower_2_pool
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 64, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_2_tower_2_conv_Conv2D<=Convolution<=mixed_2_tower_2_pool
+  id: mixed_2_tower_2_conv_Conv2D
+- attrs: {}
+  expr: mixed_2_tower_2_conv<=BN<=mixed_2_tower_2_conv_Conv2D
+  id: mixed_2_tower_2_conv_batchnorm
+- {expr: mixed_2_tower_2_conv<=ReLU<=mixed_2_tower_2_conv, id: mixed_2_tower_2_conv}
+- {expr: 'mixed_2_join<=Concat<=mixed_2_conv,mixed_2_tower_conv_1,mixed_2_tower_1_conv_2,mixed_2_tower_2_conv',
+  id: mixed_2_join}
+- attrs: {kernel_h: 3, kernel_w: 3, num_output: 384, pad_h: 0, pad_w: 0, stride_h: 2,
+    stride_w: 2}
+  expr: mixed_3_conv_Conv2D<=Convolution<=mixed_2_join
+  id: mixed_3_conv_Conv2D
+- attrs: {}
+  expr: mixed_3_conv<=BN<=mixed_3_conv_Conv2D
+  id: mixed_3_conv_batchnorm
+- {expr: mixed_3_conv<=ReLU<=mixed_3_conv, id: mixed_3_conv}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 64, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_3_tower_conv_Conv2D<=Convolution<=mixed_2_join
+  id: mixed_3_tower_conv_Conv2D
+- attrs: {}
+  expr: mixed_3_tower_conv<=BN<=mixed_3_tower_conv_Conv2D
+  id: mixed_3_tower_conv_batchnorm
+- {expr: mixed_3_tower_conv<=ReLU<=mixed_3_tower_conv, id: mixed_3_tower_conv}
+- attrs: {kernel_h: 3, kernel_w: 3, num_output: 96, pad_h: 1, pad_w: 1, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_3_tower_conv_1_Conv2D<=Convolution<=mixed_3_tower_conv
+  id: mixed_3_tower_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_3_tower_conv_1<=BN<=mixed_3_tower_conv_1_Conv2D
+  id: mixed_3_tower_conv_1_batchnorm
+- {expr: mixed_3_tower_conv_1<=ReLU<=mixed_3_tower_conv_1, id: mixed_3_tower_conv_1}
+- attrs: {kernel_h: 3, kernel_w: 3, num_output: 96, pad_h: 0, pad_w: 0, stride_h: 2,
+    stride_w: 2}
+  expr: mixed_3_tower_conv_2_Conv2D<=Convolution<=mixed_3_tower_conv_1
+  id: mixed_3_tower_conv_2_Conv2D
+- attrs: {}
+  expr: mixed_3_tower_conv_2<=BN<=mixed_3_tower_conv_2_Conv2D
+  id: mixed_3_tower_conv_2_batchnorm
+- {expr: mixed_3_tower_conv_2<=ReLU<=mixed_3_tower_conv_2, id: mixed_3_tower_conv_2}
+- attrs: {kernel_size: 3, mode: max, pad: 0, stride: 2}
+  expr: mixed_3_pool<=Pooling<=mixed_2_join
+  id: mixed_3_pool
+- {expr: 'mixed_3_join<=Concat<=mixed_3_conv,mixed_3_tower_conv_2,mixed_3_pool', id: mixed_3_join}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 192, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_4_conv_Conv2D<=Convolution<=mixed_3_join
+  id: mixed_4_conv_Conv2D
+- attrs: {}
+  expr: mixed_4_conv<=BN<=mixed_4_conv_Conv2D
+  id: mixed_4_conv_batchnorm
+- {expr: mixed_4_conv<=ReLU<=mixed_4_conv, id: mixed_4_conv}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 128, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_4_tower_conv_Conv2D<=Convolution<=mixed_3_join
+  id: mixed_4_tower_conv_Conv2D
+- attrs: {}
+  expr: mixed_4_tower_conv<=BN<=mixed_4_tower_conv_Conv2D
+  id: mixed_4_tower_conv_batchnorm
+- {expr: mixed_4_tower_conv<=ReLU<=mixed_4_tower_conv, id: mixed_4_tower_conv}
+- attrs: {kernel_h: 7, kernel_w: 1, num_output: 128, pad_h: 3, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_4_tower_conv_1_Conv2D<=Convolution<=mixed_4_tower_conv
+  id: mixed_4_tower_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_4_tower_conv_1<=BN<=mixed_4_tower_conv_1_Conv2D
+  id: mixed_4_tower_conv_1_batchnorm
+- {expr: mixed_4_tower_conv_1<=ReLU<=mixed_4_tower_conv_1, id: mixed_4_tower_conv_1}
+- attrs: {kernel_h: 1, kernel_w: 7, num_output: 192, pad_h: 0, pad_w: 3, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_4_tower_conv_2_Conv2D<=Convolution<=mixed_4_tower_conv_1
+  id: mixed_4_tower_conv_2_Conv2D
+- attrs: {}
+  expr: mixed_4_tower_conv_2<=BN<=mixed_4_tower_conv_2_Conv2D
+  id: mixed_4_tower_conv_2_batchnorm
+- {expr: mixed_4_tower_conv_2<=ReLU<=mixed_4_tower_conv_2, id: mixed_4_tower_conv_2}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 128, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_4_tower_1_conv_Conv2D<=Convolution<=mixed_3_join
+  id: mixed_4_tower_1_conv_Conv2D
+- attrs: {}
+  expr: mixed_4_tower_1_conv<=BN<=mixed_4_tower_1_conv_Conv2D
+  id: mixed_4_tower_1_conv_batchnorm
+- {expr: mixed_4_tower_1_conv<=ReLU<=mixed_4_tower_1_conv, id: mixed_4_tower_1_conv}
+- attrs: {kernel_h: 1, kernel_w: 7, num_output: 128, pad_h: 0, pad_w: 3, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_4_tower_1_conv_1_Conv2D<=Convolution<=mixed_4_tower_1_conv
+  id: mixed_4_tower_1_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_4_tower_1_conv_1<=BN<=mixed_4_tower_1_conv_1_Conv2D
+  id: mixed_4_tower_1_conv_1_batchnorm
+- {expr: mixed_4_tower_1_conv_1<=ReLU<=mixed_4_tower_1_conv_1, id: mixed_4_tower_1_conv_1}
+- attrs: {kernel_h: 7, kernel_w: 1, num_output: 128, pad_h: 3, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_4_tower_1_conv_2_Conv2D<=Convolution<=mixed_4_tower_1_conv_1
+  id: mixed_4_tower_1_conv_2_Conv2D
+- attrs: {}
+  expr: mixed_4_tower_1_conv_2<=BN<=mixed_4_tower_1_conv_2_Conv2D
+  id: mixed_4_tower_1_conv_2_batchnorm
+- {expr: mixed_4_tower_1_conv_2<=ReLU<=mixed_4_tower_1_conv_2, id: mixed_4_tower_1_conv_2}
+- attrs: {kernel_h: 1, kernel_w: 7, num_output: 128, pad_h: 0, pad_w: 3, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_4_tower_1_conv_3_Conv2D<=Convolution<=mixed_4_tower_1_conv_2
+  id: mixed_4_tower_1_conv_3_Conv2D
+- attrs: {}
+  expr: mixed_4_tower_1_conv_3<=BN<=mixed_4_tower_1_conv_3_Conv2D
+  id: mixed_4_tower_1_conv_3_batchnorm
+- {expr: mixed_4_tower_1_conv_3<=ReLU<=mixed_4_tower_1_conv_3, id: mixed_4_tower_1_conv_3}
+- attrs: {kernel_h: 7, kernel_w: 1, num_output: 192, pad_h: 3, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_4_tower_1_conv_4_Conv2D<=Convolution<=mixed_4_tower_1_conv_3
+  id: mixed_4_tower_1_conv_4_Conv2D
+- attrs: {}
+  expr: mixed_4_tower_1_conv_4<=BN<=mixed_4_tower_1_conv_4_Conv2D
+  id: mixed_4_tower_1_conv_4_batchnorm
+- {expr: mixed_4_tower_1_conv_4<=ReLU<=mixed_4_tower_1_conv_4, id: mixed_4_tower_1_conv_4}
+- attrs: {kernel_size: 3, mode: ave, pad: 1, stride: 1}
+  expr: mixed_4_tower_2_pool<=Pooling<=mixed_3_join
+  id: mixed_4_tower_2_pool
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 192, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_4_tower_2_conv_Conv2D<=Convolution<=mixed_4_tower_2_pool
+  id: mixed_4_tower_2_conv_Conv2D
+- attrs: {}
+  expr: mixed_4_tower_2_conv<=BN<=mixed_4_tower_2_conv_Conv2D
+  id: mixed_4_tower_2_conv_batchnorm
+- {expr: mixed_4_tower_2_conv<=ReLU<=mixed_4_tower_2_conv, id: mixed_4_tower_2_conv}
+- {expr: 'mixed_4_join<=Concat<=mixed_4_conv,mixed_4_tower_conv_2,mixed_4_tower_1_conv_4,mixed_4_tower_2_conv',
+  id: mixed_4_join}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 192, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_5_conv_Conv2D<=Convolution<=mixed_4_join
+  id: mixed_5_conv_Conv2D
+- attrs: {}
+  expr: mixed_5_conv<=BN<=mixed_5_conv_Conv2D
+  id: mixed_5_conv_batchnorm
+- {expr: mixed_5_conv<=ReLU<=mixed_5_conv, id: mixed_5_conv}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 160, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_5_tower_conv_Conv2D<=Convolution<=mixed_4_join
+  id: mixed_5_tower_conv_Conv2D
+- attrs: {}
+  expr: mixed_5_tower_conv<=BN<=mixed_5_tower_conv_Conv2D
+  id: mixed_5_tower_conv_batchnorm
+- {expr: mixed_5_tower_conv<=ReLU<=mixed_5_tower_conv, id: mixed_5_tower_conv}
+- attrs: {kernel_h: 7, kernel_w: 1, num_output: 160, pad_h: 3, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_5_tower_conv_1_Conv2D<=Convolution<=mixed_5_tower_conv
+  id: mixed_5_tower_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_5_tower_conv_1<=BN<=mixed_5_tower_conv_1_Conv2D
+  id: mixed_5_tower_conv_1_batchnorm
+- {expr: mixed_5_tower_conv_1<=ReLU<=mixed_5_tower_conv_1, id: mixed_5_tower_conv_1}
+- attrs: {kernel_h: 1, kernel_w: 7, num_output: 192, pad_h: 0, pad_w: 3, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_5_tower_conv_2_Conv2D<=Convolution<=mixed_5_tower_conv_1
+  id: mixed_5_tower_conv_2_Conv2D
+- attrs: {}
+  expr: mixed_5_tower_conv_2<=BN<=mixed_5_tower_conv_2_Conv2D
+  id: mixed_5_tower_conv_2_batchnorm
+- {expr: mixed_5_tower_conv_2<=ReLU<=mixed_5_tower_conv_2, id: mixed_5_tower_conv_2}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 160, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_5_tower_1_conv_Conv2D<=Convolution<=mixed_4_join
+  id: mixed_5_tower_1_conv_Conv2D
+- attrs: {}
+  expr: mixed_5_tower_1_conv<=BN<=mixed_5_tower_1_conv_Conv2D
+  id: mixed_5_tower_1_conv_batchnorm
+- {expr: mixed_5_tower_1_conv<=ReLU<=mixed_5_tower_1_conv, id: mixed_5_tower_1_conv}
+- attrs: {kernel_h: 1, kernel_w: 7, num_output: 160, pad_h: 0, pad_w: 3, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_5_tower_1_conv_1_Conv2D<=Convolution<=mixed_5_tower_1_conv
+  id: mixed_5_tower_1_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_5_tower_1_conv_1<=BN<=mixed_5_tower_1_conv_1_Conv2D
+  id: mixed_5_tower_1_conv_1_batchnorm
+- {expr: mixed_5_tower_1_conv_1<=ReLU<=mixed_5_tower_1_conv_1, id: mixed_5_tower_1_conv_1}
+- attrs: {kernel_h: 7, kernel_w: 1, num_output: 160, pad_h: 3, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_5_tower_1_conv_2_Conv2D<=Convolution<=mixed_5_tower_1_conv_1
+  id: mixed_5_tower_1_conv_2_Conv2D
+- attrs: {}
+  expr: mixed_5_tower_1_conv_2<=BN<=mixed_5_tower_1_conv_2_Conv2D
+  id: mixed_5_tower_1_conv_2_batchnorm
+- {expr: mixed_5_tower_1_conv_2<=ReLU<=mixed_5_tower_1_conv_2, id: mixed_5_tower_1_conv_2}
+- attrs: {kernel_h: 1, kernel_w: 7, num_output: 160, pad_h: 0, pad_w: 3, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_5_tower_1_conv_3_Conv2D<=Convolution<=mixed_5_tower_1_conv_2
+  id: mixed_5_tower_1_conv_3_Conv2D
+- attrs: {}
+  expr: mixed_5_tower_1_conv_3<=BN<=mixed_5_tower_1_conv_3_Conv2D
+  id: mixed_5_tower_1_conv_3_batchnorm
+- {expr: mixed_5_tower_1_conv_3<=ReLU<=mixed_5_tower_1_conv_3, id: mixed_5_tower_1_conv_3}
+- attrs: {kernel_h: 7, kernel_w: 1, num_output: 192, pad_h: 3, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_5_tower_1_conv_4_Conv2D<=Convolution<=mixed_5_tower_1_conv_3
+  id: mixed_5_tower_1_conv_4_Conv2D
+- attrs: {}
+  expr: mixed_5_tower_1_conv_4<=BN<=mixed_5_tower_1_conv_4_Conv2D
+  id: mixed_5_tower_1_conv_4_batchnorm
+- {expr: mixed_5_tower_1_conv_4<=ReLU<=mixed_5_tower_1_conv_4, id: mixed_5_tower_1_conv_4}
+- attrs: {kernel_size: 3, mode: ave, pad: 1, stride: 1}
+  expr: mixed_5_tower_2_pool<=Pooling<=mixed_4_join
+  id: mixed_5_tower_2_pool
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 192, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_5_tower_2_conv_Conv2D<=Convolution<=mixed_5_tower_2_pool
+  id: mixed_5_tower_2_conv_Conv2D
+- attrs: {}
+  expr: mixed_5_tower_2_conv<=BN<=mixed_5_tower_2_conv_Conv2D
+  id: mixed_5_tower_2_conv_batchnorm
+- {expr: mixed_5_tower_2_conv<=ReLU<=mixed_5_tower_2_conv, id: mixed_5_tower_2_conv}
+- {expr: 'mixed_5_join<=Concat<=mixed_5_conv,mixed_5_tower_conv_2,mixed_5_tower_1_conv_4,mixed_5_tower_2_conv',
+  id: mixed_5_join}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 192, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_6_conv_Conv2D<=Convolution<=mixed_5_join
+  id: mixed_6_conv_Conv2D
+- attrs: {}
+  expr: mixed_6_conv<=BN<=mixed_6_conv_Conv2D
+  id: mixed_6_conv_batchnorm
+- {expr: mixed_6_conv<=ReLU<=mixed_6_conv, id: mixed_6_conv}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 160, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_6_tower_conv_Conv2D<=Convolution<=mixed_5_join
+  id: mixed_6_tower_conv_Conv2D
+- attrs: {}
+  expr: mixed_6_tower_conv<=BN<=mixed_6_tower_conv_Conv2D
+  id: mixed_6_tower_conv_batchnorm
+- {expr: mixed_6_tower_conv<=ReLU<=mixed_6_tower_conv, id: mixed_6_tower_conv}
+- attrs: {kernel_h: 7, kernel_w: 1, num_output: 160, pad_h: 3, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_6_tower_conv_1_Conv2D<=Convolution<=mixed_6_tower_conv
+  id: mixed_6_tower_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_6_tower_conv_1<=BN<=mixed_6_tower_conv_1_Conv2D
+  id: mixed_6_tower_conv_1_batchnorm
+- {expr: mixed_6_tower_conv_1<=ReLU<=mixed_6_tower_conv_1, id: mixed_6_tower_conv_1}
+- attrs: {kernel_h: 1, kernel_w: 7, num_output: 192, pad_h: 0, pad_w: 3, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_6_tower_conv_2_Conv2D<=Convolution<=mixed_6_tower_conv_1
+  id: mixed_6_tower_conv_2_Conv2D
+- attrs: {}
+  expr: mixed_6_tower_conv_2<=BN<=mixed_6_tower_conv_2_Conv2D
+  id: mixed_6_tower_conv_2_batchnorm
+- {expr: mixed_6_tower_conv_2<=ReLU<=mixed_6_tower_conv_2, id: mixed_6_tower_conv_2}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 160, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_6_tower_1_conv_Conv2D<=Convolution<=mixed_5_join
+  id: mixed_6_tower_1_conv_Conv2D
+- attrs: {}
+  expr: mixed_6_tower_1_conv<=BN<=mixed_6_tower_1_conv_Conv2D
+  id: mixed_6_tower_1_conv_batchnorm
+- {expr: mixed_6_tower_1_conv<=ReLU<=mixed_6_tower_1_conv, id: mixed_6_tower_1_conv}
+- attrs: {kernel_h: 1, kernel_w: 7, num_output: 160, pad_h: 0, pad_w: 3, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_6_tower_1_conv_1_Conv2D<=Convolution<=mixed_6_tower_1_conv
+  id: mixed_6_tower_1_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_6_tower_1_conv_1<=BN<=mixed_6_tower_1_conv_1_Conv2D
+  id: mixed_6_tower_1_conv_1_batchnorm
+- {expr: mixed_6_tower_1_conv_1<=ReLU<=mixed_6_tower_1_conv_1, id: mixed_6_tower_1_conv_1}
+- attrs: {kernel_h: 7, kernel_w: 1, num_output: 160, pad_h: 3, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_6_tower_1_conv_2_Conv2D<=Convolution<=mixed_6_tower_1_conv_1
+  id: mixed_6_tower_1_conv_2_Conv2D
+- attrs: {}
+  expr: mixed_6_tower_1_conv_2<=BN<=mixed_6_tower_1_conv_2_Conv2D
+  id: mixed_6_tower_1_conv_2_batchnorm
+- {expr: mixed_6_tower_1_conv_2<=ReLU<=mixed_6_tower_1_conv_2, id: mixed_6_tower_1_conv_2}
+- attrs: {kernel_h: 1, kernel_w: 7, num_output: 160, pad_h: 0, pad_w: 3, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_6_tower_1_conv_3_Conv2D<=Convolution<=mixed_6_tower_1_conv_2
+  id: mixed_6_tower_1_conv_3_Conv2D
+- attrs: {}
+  expr: mixed_6_tower_1_conv_3<=BN<=mixed_6_tower_1_conv_3_Conv2D
+  id: mixed_6_tower_1_conv_3_batchnorm
+- {expr: mixed_6_tower_1_conv_3<=ReLU<=mixed_6_tower_1_conv_3, id: mixed_6_tower_1_conv_3}
+- attrs: {kernel_h: 7, kernel_w: 1, num_output: 192, pad_h: 3, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_6_tower_1_conv_4_Conv2D<=Convolution<=mixed_6_tower_1_conv_3
+  id: mixed_6_tower_1_conv_4_Conv2D
+- attrs: {}
+  expr: mixed_6_tower_1_conv_4<=BN<=mixed_6_tower_1_conv_4_Conv2D
+  id: mixed_6_tower_1_conv_4_batchnorm
+- {expr: mixed_6_tower_1_conv_4<=ReLU<=mixed_6_tower_1_conv_4, id: mixed_6_tower_1_conv_4}
+- attrs: {kernel_size: 3, mode: ave, pad: 1, stride: 1}
+  expr: mixed_6_tower_2_pool<=Pooling<=mixed_5_join
+  id: mixed_6_tower_2_pool
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 192, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_6_tower_2_conv_Conv2D<=Convolution<=mixed_6_tower_2_pool
+  id: mixed_6_tower_2_conv_Conv2D
+- attrs: {}
+  expr: mixed_6_tower_2_conv<=BN<=mixed_6_tower_2_conv_Conv2D
+  id: mixed_6_tower_2_conv_batchnorm
+- {expr: mixed_6_tower_2_conv<=ReLU<=mixed_6_tower_2_conv, id: mixed_6_tower_2_conv}
+- {expr: 'mixed_6_join<=Concat<=mixed_6_conv,mixed_6_tower_conv_2,mixed_6_tower_1_conv_4,mixed_6_tower_2_conv',
+  id: mixed_6_join}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 192, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_7_conv_Conv2D<=Convolution<=mixed_6_join
+  id: mixed_7_conv_Conv2D
+- attrs: {}
+  expr: mixed_7_conv<=BN<=mixed_7_conv_Conv2D
+  id: mixed_7_conv_batchnorm
+- {expr: mixed_7_conv<=ReLU<=mixed_7_conv, id: mixed_7_conv}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 192, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_7_tower_conv_Conv2D<=Convolution<=mixed_6_join
+  id: mixed_7_tower_conv_Conv2D
+- attrs: {}
+  expr: mixed_7_tower_conv<=BN<=mixed_7_tower_conv_Conv2D
+  id: mixed_7_tower_conv_batchnorm
+- {expr: mixed_7_tower_conv<=ReLU<=mixed_7_tower_conv, id: mixed_7_tower_conv}
+- attrs: {kernel_h: 7, kernel_w: 1, num_output: 192, pad_h: 3, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_7_tower_conv_1_Conv2D<=Convolution<=mixed_7_tower_conv
+  id: mixed_7_tower_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_7_tower_conv_1<=BN<=mixed_7_tower_conv_1_Conv2D
+  id: mixed_7_tower_conv_1_batchnorm
+- {expr: mixed_7_tower_conv_1<=ReLU<=mixed_7_tower_conv_1, id: mixed_7_tower_conv_1}
+- attrs: {kernel_h: 1, kernel_w: 7, num_output: 192, pad_h: 0, pad_w: 3, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_7_tower_conv_2_Conv2D<=Convolution<=mixed_7_tower_conv_1
+  id: mixed_7_tower_conv_2_Conv2D
+- attrs: {}
+  expr: mixed_7_tower_conv_2<=BN<=mixed_7_tower_conv_2_Conv2D
+  id: mixed_7_tower_conv_2_batchnorm
+- {expr: mixed_7_tower_conv_2<=ReLU<=mixed_7_tower_conv_2, id: mixed_7_tower_conv_2}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 192, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_7_tower_1_conv_Conv2D<=Convolution<=mixed_6_join
+  id: mixed_7_tower_1_conv_Conv2D
+- attrs: {}
+  expr: mixed_7_tower_1_conv<=BN<=mixed_7_tower_1_conv_Conv2D
+  id: mixed_7_tower_1_conv_batchnorm
+- {expr: mixed_7_tower_1_conv<=ReLU<=mixed_7_tower_1_conv, id: mixed_7_tower_1_conv}
+- attrs: {kernel_h: 1, kernel_w: 7, num_output: 192, pad_h: 0, pad_w: 3, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_7_tower_1_conv_1_Conv2D<=Convolution<=mixed_7_tower_1_conv
+  id: mixed_7_tower_1_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_7_tower_1_conv_1<=BN<=mixed_7_tower_1_conv_1_Conv2D
+  id: mixed_7_tower_1_conv_1_batchnorm
+- {expr: mixed_7_tower_1_conv_1<=ReLU<=mixed_7_tower_1_conv_1, id: mixed_7_tower_1_conv_1}
+- attrs: {kernel_h: 7, kernel_w: 1, num_output: 192, pad_h: 3, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_7_tower_1_conv_2_Conv2D<=Convolution<=mixed_7_tower_1_conv_1
+  id: mixed_7_tower_1_conv_2_Conv2D
+- attrs: {}
+  expr: mixed_7_tower_1_conv_2<=BN<=mixed_7_tower_1_conv_2_Conv2D
+  id: mixed_7_tower_1_conv_2_batchnorm
+- {expr: mixed_7_tower_1_conv_2<=ReLU<=mixed_7_tower_1_conv_2, id: mixed_7_tower_1_conv_2}
+- attrs: {kernel_h: 1, kernel_w: 7, num_output: 192, pad_h: 0, pad_w: 3, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_7_tower_1_conv_3_Conv2D<=Convolution<=mixed_7_tower_1_conv_2
+  id: mixed_7_tower_1_conv_3_Conv2D
+- attrs: {}
+  expr: mixed_7_tower_1_conv_3<=BN<=mixed_7_tower_1_conv_3_Conv2D
+  id: mixed_7_tower_1_conv_3_batchnorm
+- {expr: mixed_7_tower_1_conv_3<=ReLU<=mixed_7_tower_1_conv_3, id: mixed_7_tower_1_conv_3}
+- attrs: {kernel_h: 7, kernel_w: 1, num_output: 192, pad_h: 3, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_7_tower_1_conv_4_Conv2D<=Convolution<=mixed_7_tower_1_conv_3
+  id: mixed_7_tower_1_conv_4_Conv2D
+- attrs: {}
+  expr: mixed_7_tower_1_conv_4<=BN<=mixed_7_tower_1_conv_4_Conv2D
+  id: mixed_7_tower_1_conv_4_batchnorm
+- {expr: mixed_7_tower_1_conv_4<=ReLU<=mixed_7_tower_1_conv_4, id: mixed_7_tower_1_conv_4}
+- attrs: {kernel_size: 3, mode: ave, pad: 1, stride: 1}
+  expr: mixed_7_tower_2_pool<=Pooling<=mixed_6_join
+  id: mixed_7_tower_2_pool
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 192, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_7_tower_2_conv_Conv2D<=Convolution<=mixed_7_tower_2_pool
+  id: mixed_7_tower_2_conv_Conv2D
+- attrs: {}
+  expr: mixed_7_tower_2_conv<=BN<=mixed_7_tower_2_conv_Conv2D
+  id: mixed_7_tower_2_conv_batchnorm
+- {expr: mixed_7_tower_2_conv<=ReLU<=mixed_7_tower_2_conv, id: mixed_7_tower_2_conv}
+- {expr: 'mixed_7_join<=Concat<=mixed_7_conv,mixed_7_tower_conv_2,mixed_7_tower_1_conv_4,mixed_7_tower_2_conv',
+  id: mixed_7_join}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 192, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_8_tower_conv_Conv2D<=Convolution<=mixed_7_join
+  id: mixed_8_tower_conv_Conv2D
+- attrs: {}
+  expr: mixed_8_tower_conv<=BN<=mixed_8_tower_conv_Conv2D
+  id: mixed_8_tower_conv_batchnorm
+- {expr: mixed_8_tower_conv<=ReLU<=mixed_8_tower_conv, id: mixed_8_tower_conv}
+- attrs: {kernel_h: 3, kernel_w: 3, num_output: 320, pad_h: 0, pad_w: 0, stride_h: 2,
+    stride_w: 2}
+  expr: mixed_8_tower_conv_1_Conv2D<=Convolution<=mixed_8_tower_conv
+  id: mixed_8_tower_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_8_tower_conv_1<=BN<=mixed_8_tower_conv_1_Conv2D
+  id: mixed_8_tower_conv_1_batchnorm
+- {expr: mixed_8_tower_conv_1<=ReLU<=mixed_8_tower_conv_1, id: mixed_8_tower_conv_1}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 192, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_8_tower_1_conv_Conv2D<=Convolution<=mixed_7_join
+  id: mixed_8_tower_1_conv_Conv2D
+- attrs: {}
+  expr: mixed_8_tower_1_conv<=BN<=mixed_8_tower_1_conv_Conv2D
+  id: mixed_8_tower_1_conv_batchnorm
+- {expr: mixed_8_tower_1_conv<=ReLU<=mixed_8_tower_1_conv, id: mixed_8_tower_1_conv}
+- attrs: {kernel_h: 7, kernel_w: 1, num_output: 192, pad_h: 3, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_8_tower_1_conv_1_Conv2D<=Convolution<=mixed_8_tower_1_conv
+  id: mixed_8_tower_1_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_8_tower_1_conv_1<=BN<=mixed_8_tower_1_conv_1_Conv2D
+  id: mixed_8_tower_1_conv_1_batchnorm
+- {expr: mixed_8_tower_1_conv_1<=ReLU<=mixed_8_tower_1_conv_1, id: mixed_8_tower_1_conv_1}
+- attrs: {kernel_h: 1, kernel_w: 7, num_output: 192, pad_h: 0, pad_w: 3, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_8_tower_1_conv_2_Conv2D<=Convolution<=mixed_8_tower_1_conv_1
+  id: mixed_8_tower_1_conv_2_Conv2D
+- attrs: {}
+  expr: mixed_8_tower_1_conv_2<=BN<=mixed_8_tower_1_conv_2_Conv2D
+  id: mixed_8_tower_1_conv_2_batchnorm
+- {expr: mixed_8_tower_1_conv_2<=ReLU<=mixed_8_tower_1_conv_2, id: mixed_8_tower_1_conv_2}
+- attrs: {kernel_h: 3, kernel_w: 3, num_output: 192, pad_h: 0, pad_w: 0, stride_h: 2,
+    stride_w: 2}
+  expr: mixed_8_tower_1_conv_3_Conv2D<=Convolution<=mixed_8_tower_1_conv_2
+  id: mixed_8_tower_1_conv_3_Conv2D
+- attrs: {}
+  expr: mixed_8_tower_1_conv_3<=BN<=mixed_8_tower_1_conv_3_Conv2D
+  id: mixed_8_tower_1_conv_3_batchnorm
+- {expr: mixed_8_tower_1_conv_3<=ReLU<=mixed_8_tower_1_conv_3, id: mixed_8_tower_1_conv_3}
+- attrs: {kernel_size: 3, mode: max, pad: 0, stride: 2}
+  expr: mixed_8_pool<=Pooling<=mixed_7_join
+  id: mixed_8_pool
+- {expr: 'mixed_8_join<=Concat<=mixed_8_tower_conv_1,mixed_8_tower_1_conv_3,mixed_8_pool',
+  id: mixed_8_join}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 320, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_9_conv_Conv2D<=Convolution<=mixed_8_join
+  id: mixed_9_conv_Conv2D
+- attrs: {}
+  expr: mixed_9_conv<=BN<=mixed_9_conv_Conv2D
+  id: mixed_9_conv_batchnorm
+- {expr: mixed_9_conv<=ReLU<=mixed_9_conv, id: mixed_9_conv}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 384, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_9_tower_conv_Conv2D<=Convolution<=mixed_8_join
+  id: mixed_9_tower_conv_Conv2D
+- attrs: {}
+  expr: mixed_9_tower_conv<=BN<=mixed_9_tower_conv_Conv2D
+  id: mixed_9_tower_conv_batchnorm
+- {expr: mixed_9_tower_conv<=ReLU<=mixed_9_tower_conv, id: mixed_9_tower_conv}
+- attrs: {kernel_h: 3, kernel_w: 1, num_output: 384, pad_h: 1, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_9_tower_mixed_conv_Conv2D<=Convolution<=mixed_9_tower_conv
+  id: mixed_9_tower_mixed_conv_Conv2D
+- attrs: {}
+  expr: mixed_9_tower_mixed_conv<=BN<=mixed_9_tower_mixed_conv_Conv2D
+  id: mixed_9_tower_mixed_conv_batchnorm
+- {expr: mixed_9_tower_mixed_conv<=ReLU<=mixed_9_tower_mixed_conv, id: mixed_9_tower_mixed_conv}
+- attrs: {kernel_h: 1, kernel_w: 3, num_output: 384, pad_h: 0, pad_w: 1, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_9_tower_mixed_conv_1_Conv2D<=Convolution<=mixed_9_tower_conv
+  id: mixed_9_tower_mixed_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_9_tower_mixed_conv_1<=BN<=mixed_9_tower_mixed_conv_1_Conv2D
+  id: mixed_9_tower_mixed_conv_1_batchnorm
+- {expr: mixed_9_tower_mixed_conv_1<=ReLU<=mixed_9_tower_mixed_conv_1, id: mixed_9_tower_mixed_conv_1}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 448, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_9_tower_1_conv_Conv2D<=Convolution<=mixed_8_join
+  id: mixed_9_tower_1_conv_Conv2D
+- attrs: {}
+  expr: mixed_9_tower_1_conv<=BN<=mixed_9_tower_1_conv_Conv2D
+  id: mixed_9_tower_1_conv_batchnorm
+- {expr: mixed_9_tower_1_conv<=ReLU<=mixed_9_tower_1_conv, id: mixed_9_tower_1_conv}
+- attrs: {kernel_h: 3, kernel_w: 3, num_output: 384, pad_h: 1, pad_w: 1, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_9_tower_1_conv_1_Conv2D<=Convolution<=mixed_9_tower_1_conv
+  id: mixed_9_tower_1_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_9_tower_1_conv_1<=BN<=mixed_9_tower_1_conv_1_Conv2D
+  id: mixed_9_tower_1_conv_1_batchnorm
+- {expr: mixed_9_tower_1_conv_1<=ReLU<=mixed_9_tower_1_conv_1, id: mixed_9_tower_1_conv_1}
+- attrs: {kernel_h: 3, kernel_w: 1, num_output: 384, pad_h: 1, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_9_tower_1_mixed_conv_Conv2D<=Convolution<=mixed_9_tower_1_conv_1
+  id: mixed_9_tower_1_mixed_conv_Conv2D
+- attrs: {}
+  expr: mixed_9_tower_1_mixed_conv<=BN<=mixed_9_tower_1_mixed_conv_Conv2D
+  id: mixed_9_tower_1_mixed_conv_batchnorm
+- {expr: mixed_9_tower_1_mixed_conv<=ReLU<=mixed_9_tower_1_mixed_conv, id: mixed_9_tower_1_mixed_conv}
+- attrs: {kernel_h: 1, kernel_w: 3, num_output: 384, pad_h: 0, pad_w: 1, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_9_tower_1_mixed_conv_1_Conv2D<=Convolution<=mixed_9_tower_1_conv_1
+  id: mixed_9_tower_1_mixed_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_9_tower_1_mixed_conv_1<=BN<=mixed_9_tower_1_mixed_conv_1_Conv2D
+  id: mixed_9_tower_1_mixed_conv_1_batchnorm
+- {expr: mixed_9_tower_1_mixed_conv_1<=ReLU<=mixed_9_tower_1_mixed_conv_1, id: mixed_9_tower_1_mixed_conv_1}
+- attrs: {kernel_size: 3, mode: ave, pad: 1, stride: 1}
+  expr: mixed_9_tower_2_pool<=Pooling<=mixed_8_join
+  id: mixed_9_tower_2_pool
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 192, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_9_tower_2_conv_Conv2D<=Convolution<=mixed_9_tower_2_pool
+  id: mixed_9_tower_2_conv_Conv2D
+- attrs: {}
+  expr: mixed_9_tower_2_conv<=BN<=mixed_9_tower_2_conv_Conv2D
+  id: mixed_9_tower_2_conv_batchnorm
+- {expr: mixed_9_tower_2_conv<=ReLU<=mixed_9_tower_2_conv, id: mixed_9_tower_2_conv}
+- {expr: 'mixed_9_join<=Concat<=mixed_9_conv,mixed_9_tower_mixed_conv,mixed_9_tower_mixed_conv_1,mixed_9_tower_1_mixed_conv,mixed_9_tower_1_mixed_conv_1,mixed_9_tower_2_conv',
+  id: mixed_9_join}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 320, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_10_conv_Conv2D<=Convolution<=mixed_9_join
+  id: mixed_10_conv_Conv2D
+- attrs: {}
+  expr: mixed_10_conv<=BN<=mixed_10_conv_Conv2D
+  id: mixed_10_conv_batchnorm
+- {expr: mixed_10_conv<=ReLU<=mixed_10_conv, id: mixed_10_conv}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 384, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_10_tower_conv_Conv2D<=Convolution<=mixed_9_join
+  id: mixed_10_tower_conv_Conv2D
+- attrs: {}
+  expr: mixed_10_tower_conv<=BN<=mixed_10_tower_conv_Conv2D
+  id: mixed_10_tower_conv_batchnorm
+- {expr: mixed_10_tower_conv<=ReLU<=mixed_10_tower_conv, id: mixed_10_tower_conv}
+- attrs: {kernel_h: 3, kernel_w: 1, num_output: 384, pad_h: 1, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_10_tower_mixed_conv_Conv2D<=Convolution<=mixed_10_tower_conv
+  id: mixed_10_tower_mixed_conv_Conv2D
+- attrs: {}
+  expr: mixed_10_tower_mixed_conv<=BN<=mixed_10_tower_mixed_conv_Conv2D
+  id: mixed_10_tower_mixed_conv_batchnorm
+- {expr: mixed_10_tower_mixed_conv<=ReLU<=mixed_10_tower_mixed_conv, id: mixed_10_tower_mixed_conv}
+- attrs: {kernel_h: 1, kernel_w: 3, num_output: 384, pad_h: 0, pad_w: 1, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_10_tower_mixed_conv_1_Conv2D<=Convolution<=mixed_10_tower_conv
+  id: mixed_10_tower_mixed_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_10_tower_mixed_conv_1<=BN<=mixed_10_tower_mixed_conv_1_Conv2D
+  id: mixed_10_tower_mixed_conv_1_batchnorm
+- {expr: mixed_10_tower_mixed_conv_1<=ReLU<=mixed_10_tower_mixed_conv_1, id: mixed_10_tower_mixed_conv_1}
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 448, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_10_tower_1_conv_Conv2D<=Convolution<=mixed_9_join
+  id: mixed_10_tower_1_conv_Conv2D
+- attrs: {}
+  expr: mixed_10_tower_1_conv<=BN<=mixed_10_tower_1_conv_Conv2D
+  id: mixed_10_tower_1_conv_batchnorm
+- {expr: mixed_10_tower_1_conv<=ReLU<=mixed_10_tower_1_conv, id: mixed_10_tower_1_conv}
+- attrs: {kernel_h: 3, kernel_w: 3, num_output: 384, pad_h: 1, pad_w: 1, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_10_tower_1_conv_1_Conv2D<=Convolution<=mixed_10_tower_1_conv
+  id: mixed_10_tower_1_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_10_tower_1_conv_1<=BN<=mixed_10_tower_1_conv_1_Conv2D
+  id: mixed_10_tower_1_conv_1_batchnorm
+- {expr: mixed_10_tower_1_conv_1<=ReLU<=mixed_10_tower_1_conv_1, id: mixed_10_tower_1_conv_1}
+- attrs: {kernel_h: 3, kernel_w: 1, num_output: 384, pad_h: 1, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_10_tower_1_mixed_conv_Conv2D<=Convolution<=mixed_10_tower_1_conv_1
+  id: mixed_10_tower_1_mixed_conv_Conv2D
+- attrs: {}
+  expr: mixed_10_tower_1_mixed_conv<=BN<=mixed_10_tower_1_mixed_conv_Conv2D
+  id: mixed_10_tower_1_mixed_conv_batchnorm
+- {expr: mixed_10_tower_1_mixed_conv<=ReLU<=mixed_10_tower_1_mixed_conv, id: mixed_10_tower_1_mixed_conv}
+- attrs: {kernel_h: 1, kernel_w: 3, num_output: 384, pad_h: 0, pad_w: 1, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_10_tower_1_mixed_conv_1_Conv2D<=Convolution<=mixed_10_tower_1_conv_1
+  id: mixed_10_tower_1_mixed_conv_1_Conv2D
+- attrs: {}
+  expr: mixed_10_tower_1_mixed_conv_1<=BN<=mixed_10_tower_1_mixed_conv_1_Conv2D
+  id: mixed_10_tower_1_mixed_conv_1_batchnorm
+- {expr: mixed_10_tower_1_mixed_conv_1<=ReLU<=mixed_10_tower_1_mixed_conv_1, id: mixed_10_tower_1_mixed_conv_1}
+- attrs: {kernel_size: 3, mode: max, pad: 1, stride: 1}
+  expr: mixed_10_tower_2_pool<=Pooling<=mixed_9_join
+  id: mixed_10_tower_2_pool
+- attrs: {kernel_h: 1, kernel_w: 1, num_output: 192, pad_h: 0, pad_w: 0, stride_h: 1,
+    stride_w: 1}
+  expr: mixed_10_tower_2_conv_Conv2D<=Convolution<=mixed_10_tower_2_pool
+  id: mixed_10_tower_2_conv_Conv2D
+- attrs: {}
+  expr: mixed_10_tower_2_conv<=BN<=mixed_10_tower_2_conv_Conv2D
+  id: mixed_10_tower_2_conv_batchnorm
+- {expr: mixed_10_tower_2_conv<=ReLU<=mixed_10_tower_2_conv, id: mixed_10_tower_2_conv}
+- {expr: 'mixed_10_join<=Concat<=mixed_10_conv,mixed_10_tower_mixed_conv,mixed_10_tower_mixed_conv_1,mixed_10_tower_1_mixed_conv,mixed_10_tower_1_mixed_conv_1,mixed_10_tower_2_conv',
+  id: mixed_10_join}
+- attrs: {kernel_size: 8, mode: ave, pad: 0, stride: 1}
+  expr: top_cls_global_pool<=Pooling<=mixed_10_join
+  id: top_cls_pool
+- attrs: {num_output: 1000}
+  expr: fc<=InnerProduct<=top_cls_global_pool
+  id: top_cls_fc
+name: inception2
diff --git a/bninception/layer_factory.py b/bninception/layer_factory.py
new file mode 100644
index 0000000..d6ba18b
--- /dev/null
+++ b/bninception/layer_factory.py
@@ -0,0 +1,84 @@
+import torch
+from torch import nn
+
+
+LAYER_BUILDER_DICT=dict()
+
+
+def parse_expr(expr):
+    parts = expr.split('<=')
+    return parts[0].split(','), parts[1], parts[2].split(',')
+
+
+def get_basic_layer(info, channels=None, conv_bias=False):
+    id = info['id']
+    attr = info['attrs'] if 'attrs' in info else list()
+
+    out, op, in_vars = parse_expr(info['expr'])
+    assert(len(out) == 1)
+    assert(len(in_vars) == 1)
+    mod, out_channel, = LAYER_BUILDER_DICT[op](attr, channels, conv_bias)
+
+    return id, out[0], mod, out_channel, in_vars[0]
+
+
+def build_conv(attr, channels=None, conv_bias=False):
+    out_channels = attr['num_output']
+    ks = attr['kernel_size'] if 'kernel_size' in attr else (attr['kernel_h'], attr['kernel_w'])
+    if 'pad' in attr or 'pad_w' in attr and 'pad_h' in attr:
+        padding = attr['pad'] if 'pad' in attr else (attr['pad_h'], attr['pad_w'])
+    else:
+        padding = 0
+    if 'stride' in attr or 'stride_w' in attr and 'stride_h' in attr:
+        stride = attr['stride'] if 'stride' in attr else (attr['stride_h'], attr['stride_w'])
+    else:
+        stride = 1
+
+    conv = nn.Conv2d(channels, out_channels, ks, stride, padding, bias=conv_bias)
+
+    return conv, out_channels
+
+
+def build_pooling(attr, channels=None, conv_bias=False):
+    method = attr['mode']
+    pad = attr['pad'] if 'pad' in attr else 0
+    if method == 'max':
+        pool = nn.MaxPool2d(attr['kernel_size'], attr['stride'], pad,
+                            ceil_mode=True) # all Caffe pooling use ceil model
+    elif method == 'ave':
+        pool = nn.AvgPool2d(attr['kernel_size'], attr['stride'], pad,
+                            ceil_mode=True)  # all Caffe pooling use ceil model
+    else:
+        raise ValueError("Unknown pooling method: {}".format(method))
+
+    return pool, channels
+
+
+def build_relu(attr, channels=None, conv_bias=False):
+    return nn.ReLU(inplace=True), channels
+
+
+def build_bn(attr, channels=None, conv_bias=False):
+    return nn.BatchNorm2d(channels, momentum=0.1), channels
+
+
+def build_linear(attr, channels=None, conv_bias=False):
+    return nn.Linear(channels, attr['num_output']), channels
+
+
+def build_dropout(attr, channels=None, conv_bias=False):
+    return nn.Dropout(p=attr['dropout_ratio']), channels
+
+
+LAYER_BUILDER_DICT['Convolution'] = build_conv
+
+LAYER_BUILDER_DICT['Pooling'] = build_pooling
+
+LAYER_BUILDER_DICT['ReLU'] = build_relu
+
+LAYER_BUILDER_DICT['Dropout'] = build_dropout
+
+LAYER_BUILDER_DICT['BN'] = build_bn
+
+LAYER_BUILDER_DICT['InnerProduct'] = build_linear
+
diff --git a/bninception/parse_caffe.py b/bninception/parse_caffe.py
new file mode 100644
index 0000000..d713038
--- /dev/null
+++ b/bninception/parse_caffe.py
@@ -0,0 +1,159 @@
+#!/usr/bin/env python
+
+import argparse
+
+parser = argparse.ArgumentParser(description="Convert a Caffe model and its learned parameters to torch")
+parser.add_argument('model', help='network spec, usually a ProtoBuf text message')
+parser.add_argument('weights', help='network parameters, usually in a name like *.caffemodel ')
+parser.add_argument('--model_yaml', help="translated model spec yaml file")
+parser.add_argument('--dump_weights', help="translated model parameters to be used by torch")
+parser.add_argument('--model_version', help="the version of Caffe's model spec, usually 2", default=2)
+
+args = parser.parse_args()
+
+from . import caffe_pb2
+from google.protobuf import text_format
+from pprint import pprint
+import yaml
+import numpy as np
+import torch
+
+
+class CaffeVendor(object):
+    def __init__(self, net_name, weight_name, version=2):
+        print("loading model spec...")
+        self._net_pb = caffe_pb2.NetParameter()
+        text_format.Merge(open(net_name).read(), self._net_pb)
+        self._weight_dict = {}
+        self._init_dict = []
+
+        if weight_name is not None:
+            print("loading weights...")
+            self._weight_pb = caffe_pb2.NetParameter()
+            self._weight_pb.ParseFromString(open(weight_name, 'rb').read())
+            for l in self._weight_pb.layer:
+                self._weight_dict[l.name] = l
+
+        print("parsing...")
+        self._parse_net(version)
+
+    def _parse_net(self, version):
+        self._name = str(self._net_pb.name)
+        self._layers = self._net_pb.layer if version == 2 else self._net_pb.layers
+        self._parsed_layers = [self._layer2dict(x, version) for x in self._layers]
+
+        self._net_dict = {
+            'name': self._name,
+            'inputs': [],
+            'layers': [],
+        }
+
+        self._weight_array_dict = {}
+
+        for info, blob, is_data in self._parsed_layers:
+            if not is_data and info is not None:
+                self._net_dict['layers'].append(info)
+
+            self._weight_array_dict.update(blob)
+
+    @staticmethod
+    def _parse_blob(blob):
+        flat_data = np.array(blob.data)
+        shaped_data = flat_data.reshape(list(blob.shape.dim))
+        return shaped_data
+
+    def _layer2dict(self, layer, version):
+        attr_dict = {}
+        params = []
+        weight_params = []
+        fillers = []
+
+        for field, value in layer.ListFields():
+            if field.name == 'top':
+                tops = [v.replace('-', '_').replace('/', '_') for v in value]
+            elif field.name == 'name':
+                layer_name = str(value).replace('-', '_').replace('/', '_')
+            elif field.name == 'bottom':
+                bottoms = [v.replace('-', '_').replace('/', '_') for v in value]
+            elif field.name == 'include':
+                if value[0].phase == 1 and op == 'Data':
+                    print('found 1 testing data layer')
+                    return None, dict(), dict(), False
+            elif field.name == 'type':
+                if version == 2:
+                    op = value
+                else:
+                    raise NotImplemented
+            elif field.name == 'loss_weight':
+                pass
+            elif field.name == 'param':
+                pass
+            else:
+                # other params
+                try:
+                    for f, v in value.ListFields():
+                        if 'filler' in f.name:
+                            pass
+                        elif f.name == 'pool':
+                          attr_dict['mode'] = 'max' if v == 0 else 'ave'
+                        else:
+                          attr_dict[f.name] = v
+
+                except:
+                    print(field.name, value)
+                    raise
+
+        expr_temp = '{top}<={op}<={input}'
+
+        if layer.name in self._weight_dict:
+            blobs = [self._parse_blob(x) for x in self._weight_dict[layer.name].blobs]
+        else:
+            blobs = []
+
+        blob_dict = dict()
+        if len(blobs) > 0:
+            blob_dict['{}.weight'.format(layer_name)] = torch.from_numpy(blobs[0])
+            blob_dict['{}.bias'.format(layer_name)] = torch.from_numpy(blobs[1])
+            if op == 'BN':
+                blob_dict['{}.running_mean'.format(layer_name)] = torch.from_numpy(blobs[2])
+                blob_dict['{}.running_var'.format(layer_name)] = torch.from_numpy(blobs[3])
+
+        expr = expr_temp.format(top=','.join(tops), input=','.join(bottoms), op=op)
+
+        out_dict = {
+            'id': layer_name,
+            'expr': expr,
+        }
+
+        if len(attr_dict) > 0:
+            out_dict['attrs'] = attr_dict
+
+        return out_dict, blob_dict, False
+
+    @property
+    def text_form(self):
+        return str(self._net_pb)
+
+    @property
+    def info(self):
+        return {
+            'name': self._name,
+            'layers': [x.name for x in self._layers]
+        }
+
+    @property
+    def yaml(self):
+        return yaml.dump(self._net_dict)
+
+    def dump_weights(self, filename):
+        # print self._weight_array_dict.keys()
+        torch.save(self._weight_array_dict, open(filename, 'wb'))
+
+# build output
+cv = CaffeVendor(args.model, args.weights, int(args.model_version))
+
+if args.model_yaml is not None:
+    open(args.model_yaml, 'w').write(cv.yaml)
+
+if args.dump_weights is not None:
+    cv.dump_weights(args.dump_weights)
diff --git a/bninception/pytorch_load.py b/bninception/pytorch_load.py
new file mode 100644
index 0000000..ae4ab70
--- /dev/null
+++ b/bninception/pytorch_load.py
@@ -0,0 +1,67 @@
+import torch
+from torch import nn
+from .layer_factory import get_basic_layer, parse_expr
+import torch.utils.model_zoo as model_zoo
+import yaml
+
+
+class BNInception(nn.Module):
+    def __init__(self, model_path='model_zoo/bninception/bn_inception.yaml', num_classes=101,
+                       weight_url='https://yjxiong.blob.core.windows.net/models/bn_inception-9f5701afb96c8044.pth'):
+        super(BNInception, self).__init__()
+
+        manifest = yaml.load(open(model_path))
+
+        layers = manifest['layers']
+
+        self._channel_dict = dict()
+
+        self._op_list = list()
+        for l in layers:
+            out_var, op, in_var = parse_expr(l['expr'])
+            if op != 'Concat':
+                id, out_name, module, out_channel, in_name = get_basic_layer(l,
+                                                                3 if len(self._channel_dict) == 0 else self._channel_dict[in_var[0]],
+                                                                             conv_bias=True)
+
+                self._channel_dict[out_name] = out_channel
+                setattr(self, id, module)
+                self._op_list.append((id, op, out_name, in_name))
+            else:
+                self._op_list.append((id, op, out_var[0], in_var))
+                channel = sum([self._channel_dict[x] for x in in_var])
+                self._channel_dict[out_var[0]] = channel
+
+        self.load_state_dict(torch.utils.model_zoo.load_url(weight_url))
+
+    def forward(self, input):
+        data_dict = dict()
+        data_dict[self._op_list[0][-1]] = input
+
+        def get_hook(name):
+
+            def hook(m, grad_in, grad_out):
+                print(name, grad_out[0].data.abs().mean())
+
+            return hook
+        for op in self._op_list:
+            if op[1] != 'Concat' and op[1] != 'InnerProduct':
+                data_dict[op[2]] = getattr(self, op[0])(data_dict[op[-1]])
+                # getattr(self, op[0]).register_backward_hook(get_hook(op[0]))
+            elif op[1] == 'InnerProduct':
+                x = data_dict[op[-1]]
+                data_dict[op[2]] = getattr(self, op[0])(x.view(x.size(0), -1))
+            else:
+                try:
+                    data_dict[op[2]] = torch.cat(tuple(data_dict[x] for x in op[-1]), 1)
+                except:
+                    for x in op[-1]:
+                        print(x,data_dict[x].size())
+                    raise
+        return data_dict[self._op_list[-1][2]]
+
+
+class InceptionV3(BNInception):
+    def __init__(self, model_path='model_zoo/bninception/inceptionv3.yaml', num_classes=101,
+                 weight_url='https://yjxiong.blob.core.windows.net/models/inceptionv3-cuhk-0e09b300b493bc74c.pth'):
+        super(InceptionV3, self).__init__(model_path=model_path, weight_url=weight_url, num_classes=num_classes)