output_googlenet.log

I0822 16:52:28.548593  9939 caffe.cpp:291] Use GPU with device ID 0
I0822 16:52:29.079602  9939 upgrade_proto.cpp:641] Attempting to upgrade input file specified using deprecated V1LayerParameter: ./imagenet_winners/googlenet.prototxt
I0822 16:52:29.079926  9939 upgrade_proto.cpp:649] Successfully upgraded file specified using deprecated V1LayerParameter
I0822 16:52:29.080855  9939 net.cpp:51] Initializing net from parameters: 
name: "googlenet"
input: "data"
input_dim: 128
input_dim: 3
input_dim: 224
input_dim: 224
force_backward: true
state {
  phase: TRAIN
}
layer {
  name: "conv1/7x7_s2"
  type: "Convolution"
  bottom: "data"
  top: "conv1/7x7_s2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 64
    pad: 3
    kernel_size: 7
    stride: 2
    weight_filler {
      type: "xavier"
      std: 0.1
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "conv1/relu_7x7"
  type: "ReLU"
  bottom: "conv1/7x7_s2"
  top: "conv1/7x7_s2"
}
layer {
  name: "pool1/3x3_s2"
  type: "Pooling"
  bottom: "conv1/7x7_s2"
  top: "pool1/3x3_s2"
  pooling_param {
    pool: MAX
    kernel_size: 3
    stride: 2
  }
}
layer {
  name: "conv2/3x3_reduce"
  type: "Convolution"
  bottom: "pool1/3x3_s2"
  top: "conv2/3x3_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 64
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.1
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "conv2/relu_3x3_reduce"
  type: "ReLU"
  bottom: "conv2/3x3_reduce"
  top: "conv2/3x3_reduce"
}
layer {
  name: "conv2/3x3"
  type: "Convolution"
  bottom: "conv2/3x3_reduce"
  top: "conv2/3x3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 192
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "conv2/relu_3x3"
  type: "ReLU"
  bottom: "conv2/3x3"
  top: "conv2/3x3"
}
layer {
  name: "pool2/3x3_s2"
  type: "Pooling"
  bottom: "conv2/3x3"
  top: "pool2/3x3_s2"
  pooling_param {
    pool: MAX
    kernel_size: 3
    stride: 2
  }
}
layer {
  name: "inception_3a/1x1"
  type: "Convolution"
  bottom: "pool2/3x3_s2"
  top: "inception_3a/1x1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 64
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_3a/relu_1x1"
  type: "ReLU"
  bottom: "inception_3a/1x1"
  top: "inception_3a/1x1"
}
layer {
  name: "inception_3a/3x3_reduce"
  type: "Convolution"
  bottom: "pool2/3x3_s2"
  top: "inception_3a/3x3_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 96
    kernel_size: 1
  }
}
layer {
  name: "inception_3a/relu_3x3_reduce"
  type: "ReLU"
  bottom: "inception_3a/3x3_reduce"
  top: "inception_3a/3x3_reduce"
}
layer {
  name: "inception_3a/3x3"
  type: "Convolution"
  bottom: "inception_3a/3x3_reduce"
  top: "inception_3a/3x3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
      std: 0.09
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_3a/relu_3x3"
  type: "ReLU"
  bottom: "inception_3a/3x3"
  top: "inception_3a/3x3"
}
layer {
  name: "inception_3a/5x5_reduce"
  type: "Convolution"
  bottom: "pool2/3x3_s2"
  top: "inception_3a/5x5_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 16
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.2
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_3a/relu_5x5_reduce"
  type: "ReLU"
  bottom: "inception_3a/5x5_reduce"
  top: "inception_3a/5x5_reduce"
}
layer {
  name: "inception_3a/5x5"
  type: "Convolution"
  bottom: "inception_3a/5x5_reduce"
  top: "inception_3a/5x5"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 32
    pad: 2
    kernel_size: 5
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_3a/relu_5x5"
  type: "ReLU"
  bottom: "inception_3a/5x5"
  top: "inception_3a/5x5"
}
layer {
  name: "inception_3a/pool"
  type: "Pooling"
  bottom: "pool2/3x3_s2"
  top: "inception_3a/pool"
  pooling_param {
    pool: MAX
    kernel_size: 3
    stride: 1
    pad: 1
  }
}
layer {
  name: "inception_3a/pool_proj"
  type: "Convolution"
  bottom: "inception_3a/pool"
  top: "inception_3a/pool_proj"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 32
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.1
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_3a/relu_pool_proj"
  type: "ReLU"
  bottom: "inception_3a/pool_proj"
  top: "inception_3a/pool_proj"
}
layer {
  name: "inception_3a/output"
  type: "Concat"
  bottom: "inception_3a/1x1"
  bottom: "inception_3a/3x3"
  bottom: "inception_3a/5x5"
  bottom: "inception_3a/pool_proj"
  top: "inception_3a/output"
}
layer {
  name: "inception_3b/1x1"
  type: "Convolution"
  bottom: "inception_3a/output"
  top: "inception_3b/1x1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_3b/relu_1x1"
  type: "ReLU"
  bottom: "inception_3b/1x1"
  top: "inception_3b/1x1"
}
layer {
  name: "inception_3b/3x3_reduce"
  type: "Convolution"
  bottom: "inception_3a/output"
  top: "inception_3b/3x3_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.09
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_3b/relu_3x3_reduce"
  type: "ReLU"
  bottom: "inception_3b/3x3_reduce"
  top: "inception_3b/3x3_reduce"
}
layer {
  name: "inception_3b/3x3"
  type: "Convolution"
  bottom: "inception_3b/3x3_reduce"
  top: "inception_3b/3x3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 192
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_3b/relu_3x3"
  type: "ReLU"
  bottom: "inception_3b/3x3"
  top: "inception_3b/3x3"
}
layer {
  name: "inception_3b/5x5_reduce"
  type: "Convolution"
  bottom: "inception_3a/output"
  top: "inception_3b/5x5_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 32
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.2
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_3b/relu_5x5_reduce"
  type: "ReLU"
  bottom: "inception_3b/5x5_reduce"
  top: "inception_3b/5x5_reduce"
}
layer {
  name: "inception_3b/5x5"
  type: "Convolution"
  bottom: "inception_3b/5x5_reduce"
  top: "inception_3b/5x5"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 96
    pad: 2
    kernel_size: 5
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_3b/relu_5x5"
  type: "ReLU"
  bottom: "inception_3b/5x5"
  top: "inception_3b/5x5"
}
layer {
  name: "inception_3b/pool"
  type: "Pooling"
  bottom: "inception_3a/output"
  top: "inception_3b/pool"
  pooling_param {
    pool: MAX
    kernel_size: 3
    stride: 1
    pad: 1
  }
}
layer {
  name: "inception_3b/pool_proj"
  type: "Convolution"
  bottom: "inception_3b/pool"
  top: "inception_3b/pool_proj"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 64
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.1
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_3b/relu_pool_proj"
  type: "ReLU"
  bottom: "inception_3b/pool_proj"
  top: "inception_3b/pool_proj"
}
layer {
  name: "inception_3b/output"
  type: "Concat"
  bottom: "inception_3b/1x1"
  bottom: "inception_3b/3x3"
  bottom: "inception_3b/5x5"
  bottom: "inception_3b/pool_proj"
  top: "inception_3b/output"
}
layer {
  name: "pool3/3x3_s2"
  type: "Pooling"
  bottom: "inception_3b/output"
  top: "pool3/3x3_s2"
  pooling_param {
    pool: MAX
    kernel_size: 3
    stride: 2
  }
}
layer {
  name: "inception_4a/1x1"
  type: "Convolution"
  bottom: "pool3/3x3_s2"
  top: "inception_4a/1x1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 192
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4a/relu_1x1"
  type: "ReLU"
  bottom: "inception_4a/1x1"
  top: "inception_4a/1x1"
}
layer {
  name: "inception_4a/3x3_reduce"
  type: "Convolution"
  bottom: "pool3/3x3_s2"
  top: "inception_4a/3x3_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 96
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.09
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4a/relu_3x3_reduce"
  type: "ReLU"
  bottom: "inception_4a/3x3_reduce"
  top: "inception_4a/3x3_reduce"
}
layer {
  name: "inception_4a/3x3"
  type: "Convolution"
  bottom: "inception_4a/3x3_reduce"
  top: "inception_4a/3x3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 208
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4a/relu_3x3"
  type: "ReLU"
  bottom: "inception_4a/3x3"
  top: "inception_4a/3x3"
}
layer {
  name: "inception_4a/5x5_reduce"
  type: "Convolution"
  bottom: "pool3/3x3_s2"
  top: "inception_4a/5x5_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 16
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.2
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4a/relu_5x5_reduce"
  type: "ReLU"
  bottom: "inception_4a/5x5_reduce"
  top: "inception_4a/5x5_reduce"
}
layer {
  name: "inception_4a/5x5"
  type: "Convolution"
  bottom: "inception_4a/5x5_reduce"
  top: "inception_4a/5x5"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 48
    pad: 2
    kernel_size: 5
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4a/relu_5x5"
  type: "ReLU"
  bottom: "inception_4a/5x5"
  top: "inception_4a/5x5"
}
layer {
  name: "inception_4a/pool"
  type: "Pooling"
  bottom: "pool3/3x3_s2"
  top: "inception_4a/pool"
  pooling_param {
    pool: MAX
    kernel_size: 3
    stride: 1
    pad: 1
  }
}
layer {
  name: "inception_4a/pool_proj"
  type: "Convolution"
  bottom: "inception_4a/pool"
  top: "inception_4a/pool_proj"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 64
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.1
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4a/relu_pool_proj"
  type: "ReLU"
  bottom: "inception_4a/pool_proj"
  top: "inception_4a/pool_proj"
}
layer {
  name: "inception_4a/output"
  type: "Concat"
  bottom: "inception_4a/1x1"
  bottom: "inception_4a/3x3"
  bottom: "inception_4a/5x5"
  bottom: "inception_4a/pool_proj"
  top: "inception_4a/output"
}
layer {
  name: "inception_4b/1x1"
  type: "Convolution"
  bottom: "inception_4a/output"
  top: "inception_4b/1x1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 160
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4b/relu_1x1"
  type: "ReLU"
  bottom: "inception_4b/1x1"
  top: "inception_4b/1x1"
}
layer {
  name: "inception_4b/3x3_reduce"
  type: "Convolution"
  bottom: "inception_4a/output"
  top: "inception_4b/3x3_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 112
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.09
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4b/relu_3x3_reduce"
  type: "ReLU"
  bottom: "inception_4b/3x3_reduce"
  top: "inception_4b/3x3_reduce"
}
layer {
  name: "inception_4b/3x3"
  type: "Convolution"
  bottom: "inception_4b/3x3_reduce"
  top: "inception_4b/3x3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 224
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4b/relu_3x3"
  type: "ReLU"
  bottom: "inception_4b/3x3"
  top: "inception_4b/3x3"
}
layer {
  name: "inception_4b/5x5_reduce"
  type: "Convolution"
  bottom: "inception_4a/output"
  top: "inception_4b/5x5_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 24
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.2
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4b/relu_5x5_reduce"
  type: "ReLU"
  bottom: "inception_4b/5x5_reduce"
  top: "inception_4b/5x5_reduce"
}
layer {
  name: "inception_4b/5x5"
  type: "Convolution"
  bottom: "inception_4b/5x5_reduce"
  top: "inception_4b/5x5"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 64
    pad: 2
    kernel_size: 5
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4b/relu_5x5"
  type: "ReLU"
  bottom: "inception_4b/5x5"
  top: "inception_4b/5x5"
}
layer {
  name: "inception_4b/pool"
  type: "Pooling"
  bottom: "inception_4a/output"
  top: "inception_4b/pool"
  pooling_param {
    pool: MAX
    kernel_size: 3
    stride: 1
    pad: 1
  }
}
layer {
  name: "inception_4b/pool_proj"
  type: "Convolution"
  bottom: "inception_4b/pool"
  top: "inception_4b/pool_proj"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 64
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.1
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4b/relu_pool_proj"
  type: "ReLU"
  bottom: "inception_4b/pool_proj"
  top: "inception_4b/pool_proj"
}
layer {
  name: "inception_4b/output"
  type: "Concat"
  bottom: "inception_4b/1x1"
  bottom: "inception_4b/3x3"
  bottom: "inception_4b/5x5"
  bottom: "inception_4b/pool_proj"
  top: "inception_4b/output"
}
layer {
  name: "inception_4c/1x1"
  type: "Convolution"
  bottom: "inception_4b/output"
  top: "inception_4c/1x1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4c/relu_1x1"
  type: "ReLU"
  bottom: "inception_4c/1x1"
  top: "inception_4c/1x1"
}
layer {
  name: "inception_4c/3x3_reduce"
  type: "Convolution"
  bottom: "inception_4b/output"
  top: "inception_4c/3x3_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.09
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4c/relu_3x3_reduce"
  type: "ReLU"
  bottom: "inception_4c/3x3_reduce"
  top: "inception_4c/3x3_reduce"
}
layer {
  name: "inception_4c/3x3"
  type: "Convolution"
  bottom: "inception_4c/3x3_reduce"
  top: "inception_4c/3x3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4c/relu_3x3"
  type: "ReLU"
  bottom: "inception_4c/3x3"
  top: "inception_4c/3x3"
}
layer {
  name: "inception_4c/5x5_reduce"
  type: "Convolution"
  bottom: "inception_4b/output"
  top: "inception_4c/5x5_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 24
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.2
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4c/relu_5x5_reduce"
  type: "ReLU"
  bottom: "inception_4c/5x5_reduce"
  top: "inception_4c/5x5_reduce"
}
layer {
  name: "inception_4c/5x5"
  type: "Convolution"
  bottom: "inception_4c/5x5_reduce"
  top: "inception_4c/5x5"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 64
    pad: 2
    kernel_size: 5
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4c/relu_5x5"
  type: "ReLU"
  bottom: "inception_4c/5x5"
  top: "inception_4c/5x5"
}
layer {
  name: "inception_4c/pool"
  type: "Pooling"
  bottom: "inception_4b/output"
  top: "inception_4c/pool"
  pooling_param {
    pool: MAX
    kernel_size: 3
    stride: 1
    pad: 1
  }
}
layer {
  name: "inception_4c/pool_proj"
  type: "Convolution"
  bottom: "inception_4c/pool"
  top: "inception_4c/pool_proj"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 64
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.1
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4c/relu_pool_proj"
  type: "ReLU"
  bottom: "inception_4c/pool_proj"
  top: "inception_4c/pool_proj"
}
layer {
  name: "inception_4c/output"
  type: "Concat"
  bottom: "inception_4c/1x1"
  bottom: "inception_4c/3x3"
  bottom: "inception_4c/5x5"
  bottom: "inception_4c/pool_proj"
  top: "inception_4c/output"
}
layer {
  name: "inception_4d/1x1"
  type: "Convolution"
  bottom: "inception_4c/output"
  top: "inception_4d/1x1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 112
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4d/relu_1x1"
  type: "ReLU"
  bottom: "inception_4d/1x1"
  top: "inception_4d/1x1"
}
layer {
  name: "inception_4d/3x3_reduce"
  type: "Convolution"
  bottom: "inception_4c/output"
  top: "inception_4d/3x3_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 144
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.09
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4d/relu_3x3_reduce"
  type: "ReLU"
  bottom: "inception_4d/3x3_reduce"
  top: "inception_4d/3x3_reduce"
}
layer {
  name: "inception_4d/3x3"
  type: "Convolution"
  bottom: "inception_4d/3x3_reduce"
  top: "inception_4d/3x3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 288
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4d/relu_3x3"
  type: "ReLU"
  bottom: "inception_4d/3x3"
  top: "inception_4d/3x3"
}
layer {
  name: "inception_4d/5x5_reduce"
  type: "Convolution"
  bottom: "inception_4c/output"
  top: "inception_4d/5x5_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 32
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.2
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4d/relu_5x5_reduce"
  type: "ReLU"
  bottom: "inception_4d/5x5_reduce"
  top: "inception_4d/5x5_reduce"
}
layer {
  name: "inception_4d/5x5"
  type: "Convolution"
  bottom: "inception_4d/5x5_reduce"
  top: "inception_4d/5x5"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 64
    pad: 2
    kernel_size: 5
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4d/relu_5x5"
  type: "ReLU"
  bottom: "inception_4d/5x5"
  top: "inception_4d/5x5"
}
layer {
  name: "inception_4d/pool"
  type: "Pooling"
  bottom: "inception_4c/output"
  top: "inception_4d/pool"
  pooling_param {
    pool: MAX
    kernel_size: 3
    stride: 1
    pad: 1
  }
}
layer {
  name: "inception_4d/pool_proj"
  type: "Convolution"
  bottom: "inception_4d/pool"
  top: "inception_4d/pool_proj"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 64
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.1
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4d/relu_pool_proj"
  type: "ReLU"
  bottom: "inception_4d/pool_proj"
  top: "inception_4d/pool_proj"
}
layer {
  name: "inception_4d/output"
  type: "Concat"
  bottom: "inception_4d/1x1"
  bottom: "inception_4d/3x3"
  bottom: "inception_4d/5x5"
  bottom: "inception_4d/pool_proj"
  top: "inception_4d/output"
}
layer {
  name: "inception_4e/1x1"
  type: "Convolution"
  bottom: "inception_4d/output"
  top: "inception_4e/1x1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4e/relu_1x1"
  type: "ReLU"
  bottom: "inception_4e/1x1"
  top: "inception_4e/1x1"
}
layer {
  name: "inception_4e/3x3_reduce"
  type: "Convolution"
  bottom: "inception_4d/output"
  top: "inception_4e/3x3_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 160
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.09
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4e/relu_3x3_reduce"
  type: "ReLU"
  bottom: "inception_4e/3x3_reduce"
  top: "inception_4e/3x3_reduce"
}
layer {
  name: "inception_4e/3x3"
  type: "Convolution"
  bottom: "inception_4e/3x3_reduce"
  top: "inception_4e/3x3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 320
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4e/relu_3x3"
  type: "ReLU"
  bottom: "inception_4e/3x3"
  top: "inception_4e/3x3"
}
layer {
  name: "inception_4e/5x5_reduce"
  type: "Convolution"
  bottom: "inception_4d/output"
  top: "inception_4e/5x5_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 32
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.2
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4e/relu_5x5_reduce"
  type: "ReLU"
  bottom: "inception_4e/5x5_reduce"
  top: "inception_4e/5x5_reduce"
}
layer {
  name: "inception_4e/5x5"
  type: "Convolution"
  bottom: "inception_4e/5x5_reduce"
  top: "inception_4e/5x5"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    pad: 2
    kernel_size: 5
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4e/relu_5x5"
  type: "ReLU"
  bottom: "inception_4e/5x5"
  top: "inception_4e/5x5"
}
layer {
  name: "inception_4e/pool"
  type: "Pooling"
  bottom: "inception_4d/output"
  top: "inception_4e/pool"
  pooling_param {
    pool: MAX
    kernel_size: 3
    stride: 1
    pad: 1
  }
}
layer {
  name: "inception_4e/pool_proj"
  type: "Convolution"
  bottom: "inception_4e/pool"
  top: "inception_4e/pool_proj"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.1
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_4e/relu_pool_proj"
  type: "ReLU"
  bottom: "inception_4e/pool_proj"
  top: "inception_4e/pool_proj"
}
layer {
  name: "inception_4e/output"
  type: "Concat"
  bottom: "inception_4e/1x1"
  bottom: "inception_4e/3x3"
  bottom: "inception_4e/5x5"
  bottom: "inception_4e/pool_proj"
  top: "inception_4e/output"
}
layer {
  name: "pool4/3x3_s2"
  type: "Pooling"
  bottom: "inception_4e/output"
  top: "pool4/3x3_s2"
  pooling_param {
    pool: MAX
    kernel_size: 3
    stride: 2
  }
}
layer {
  name: "inception_5a/1x1"
  type: "Convolution"
  bottom: "pool4/3x3_s2"
  top: "inception_5a/1x1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_5a/relu_1x1"
  type: "ReLU"
  bottom: "inception_5a/1x1"
  top: "inception_5a/1x1"
}
layer {
  name: "inception_5a/3x3_reduce"
  type: "Convolution"
  bottom: "pool4/3x3_s2"
  top: "inception_5a/3x3_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 160
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.09
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_5a/relu_3x3_reduce"
  type: "ReLU"
  bottom: "inception_5a/3x3_reduce"
  top: "inception_5a/3x3_reduce"
}
layer {
  name: "inception_5a/3x3"
  type: "Convolution"
  bottom: "inception_5a/3x3_reduce"
  top: "inception_5a/3x3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 320
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_5a/relu_3x3"
  type: "ReLU"
  bottom: "inception_5a/3x3"
  top: "inception_5a/3x3"
}
layer {
  name: "inception_5a/5x5_reduce"
  type: "Convolution"
  bottom: "pool4/3x3_s2"
  top: "inception_5a/5x5_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 32
    kernel_size: 1
    weight_filler {
      type: "xavier"
      std: 0.2
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
layer {
  name: "inception_5a/relu_5x5_reduce"
  type: "ReLU"
  bottom: "inception_5a/5x5_reduce"
  top: "inception_5a/5x5_reduce"
}
layer {
  name: "inception_5a/5x5"
  type: "Convolution"
  bottom: "inception_5a/5x5_reduce"
  top: "inception_5a/5x5"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    pad: 2
    kernel_size: 5
    weight_filler {
      type: "xavier"
      std: 0.03
    }
    bias_filler 
I0822 16:52:29.081349  9939 net.cpp:440] Input 0 -> data
I0822 16:52:29.081393  9939 layer_factory.hpp:76] Creating layer conv1/7x7_s2
I0822 16:52:29.081408  9939 net.cpp:110] Creating Layer conv1/7x7_s2
I0822 16:52:29.081413  9939 net.cpp:485] conv1/7x7_s2 <- data
I0822 16:52:29.081419  9939 net.cpp:438] conv1/7x7_s2 -> conv1/7x7_s2
I0822 16:52:29.081884  9939 net.cpp:155] Setting up conv1/7x7_s2
I0822 16:52:29.081894  9939 net.cpp:163] Top shape: 128 64 112 112 (102760448)
I0822 16:52:29.081912  9939 layer_factory.hpp:76] Creating layer conv1/relu_7x7
I0822 16:52:29.081919  9939 net.cpp:110] Creating Layer conv1/relu_7x7
I0822 16:52:29.081923  9939 net.cpp:485] conv1/relu_7x7 <- conv1/7x7_s2
I0822 16:52:29.081926  9939 net.cpp:425] conv1/relu_7x7 -> conv1/7x7_s2 (in-place)
I0822 16:52:29.081934  9939 net.cpp:155] Setting up conv1/relu_7x7
I0822 16:52:29.081938  9939 net.cpp:163] Top shape: 128 64 112 112 (102760448)
I0822 16:52:29.081941  9939 layer_factory.hpp:76] Creating layer pool1/3x3_s2
I0822 16:52:29.081948  9939 net.cpp:110] Creating Layer pool1/3x3_s2
I0822 16:52:29.081950  9939 net.cpp:485] pool1/3x3_s2 <- conv1/7x7_s2
I0822 16:52:29.081954  9939 net.cpp:438] pool1/3x3_s2 -> pool1/3x3_s2
I0822 16:52:29.081969  9939 net.cpp:155] Setting up pool1/3x3_s2
I0822 16:52:29.081974  9939 net.cpp:163] Top shape: 128 64 56 56 (25690112)
I0822 16:52:29.081977  9939 layer_factory.hpp:76] Creating layer conv2/3x3_reduce
I0822 16:52:29.081982  9939 net.cpp:110] Creating Layer conv2/3x3_reduce
I0822 16:52:29.081985  9939 net.cpp:485] conv2/3x3_reduce <- pool1/3x3_s2
I0822 16:52:29.081990  9939 net.cpp:438] conv2/3x3_reduce -> conv2/3x3_reduce
I0822 16:52:29.082044  9939 net.cpp:155] Setting up conv2/3x3_reduce
I0822 16:52:29.082048  9939 net.cpp:163] Top shape: 128 64 56 56 (25690112)
I0822 16:52:29.082056  9939 layer_factory.hpp:76] Creating layer conv2/relu_3x3_reduce
I0822 16:52:29.082061  9939 net.cpp:110] Creating Layer conv2/relu_3x3_reduce
I0822 16:52:29.082063  9939 net.cpp:485] conv2/relu_3x3_reduce <- conv2/3x3_reduce
I0822 16:52:29.082067  9939 net.cpp:425] conv2/relu_3x3_reduce -> conv2/3x3_reduce (in-place)
I0822 16:52:29.082072  9939 net.cpp:155] Setting up conv2/relu_3x3_reduce
I0822 16:52:29.082077  9939 net.cpp:163] Top shape: 128 64 56 56 (25690112)
I0822 16:52:29.082079  9939 layer_factory.hpp:76] Creating layer conv2/3x3
I0822 16:52:29.082084  9939 net.cpp:110] Creating Layer conv2/3x3
I0822 16:52:29.082090  9939 net.cpp:485] conv2/3x3 <- conv2/3x3_reduce
I0822 16:52:29.082095  9939 net.cpp:438] conv2/3x3 -> conv2/3x3
I0822 16:52:29.082804  9939 net.cpp:155] Setting up conv2/3x3
I0822 16:52:29.082813  9939 net.cpp:163] Top shape: 128 192 56 56 (77070336)
I0822 16:52:29.082819  9939 layer_factory.hpp:76] Creating layer conv2/relu_3x3
I0822 16:52:29.082823  9939 net.cpp:110] Creating Layer conv2/relu_3x3
I0822 16:52:29.082826  9939 net.cpp:485] conv2/relu_3x3 <- conv2/3x3
I0822 16:52:29.082830  9939 net.cpp:425] conv2/relu_3x3 -> conv2/3x3 (in-place)
I0822 16:52:29.082836  9939 net.cpp:155] Setting up conv2/relu_3x3
I0822 16:52:29.082840  9939 net.cpp:163] Top shape: 128 192 56 56 (77070336)
I0822 16:52:29.082842  9939 layer_factory.hpp:76] Creating layer pool2/3x3_s2
I0822 16:52:29.082847  9939 net.cpp:110] Creating Layer pool2/3x3_s2
I0822 16:52:29.082850  9939 net.cpp:485] pool2/3x3_s2 <- conv2/3x3
I0822 16:52:29.082854  9939 net.cpp:438] pool2/3x3_s2 -> pool2/3x3_s2
I0822 16:52:29.082864  9939 net.cpp:155] Setting up pool2/3x3_s2
I0822 16:52:29.082869  9939 net.cpp:163] Top shape: 128 192 28 28 (19267584)
I0822 16:52:29.082871  9939 layer_factory.hpp:76] Creating layer pool2/3x3_s2_pool2/3x3_s2_0_split
I0822 16:52:29.082876  9939 net.cpp:110] Creating Layer pool2/3x3_s2_pool2/3x3_s2_0_split
I0822 16:52:29.082880  9939 net.cpp:485] pool2/3x3_s2_pool2/3x3_s2_0_split <- pool2/3x3_s2
I0822 16:52:29.082883  9939 net.cpp:438] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_0
I0822 16:52:29.082888  9939 net.cpp:438] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_1
I0822 16:52:29.082893  9939 net.cpp:438] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_2
I0822 16:52:29.082900  9939 net.cpp:438] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_3
I0822 16:52:29.082913  9939 net.cpp:155] Setting up pool2/3x3_s2_pool2/3x3_s2_0_split
I0822 16:52:29.082917  9939 net.cpp:163] Top shape: 128 192 28 28 (19267584)
I0822 16:52:29.082921  9939 net.cpp:163] Top shape: 128 192 28 28 (19267584)
I0822 16:52:29.082926  9939 net.cpp:163] Top shape: 128 192 28 28 (19267584)
I0822 16:52:29.082928  9939 net.cpp:163] Top shape: 128 192 28 28 (19267584)
I0822 16:52:29.082931  9939 layer_factory.hpp:76] Creating layer inception_3a/1x1
I0822 16:52:29.082937  9939 net.cpp:110] Creating Layer inception_3a/1x1
I0822 16:52:29.082940  9939 net.cpp:485] inception_3a/1x1 <- pool2/3x3_s2_pool2/3x3_s2_0_split_0
I0822 16:52:29.082947  9939 net.cpp:438] inception_3a/1x1 -> inception_3a/1x1
I0822 16:52:29.083057  9939 net.cpp:155] Setting up inception_3a/1x1
I0822 16:52:29.083062  9939 net.cpp:163] Top shape: 128 64 28 28 (6422528)
I0822 16:52:29.083067  9939 layer_factory.hpp:76] Creating layer inception_3a/relu_1x1
I0822 16:52:29.083071  9939 net.cpp:110] Creating Layer inception_3a/relu_1x1
I0822 16:52:29.083075  9939 net.cpp:485] inception_3a/relu_1x1 <- inception_3a/1x1
I0822 16:52:29.083078  9939 net.cpp:425] inception_3a/relu_1x1 -> inception_3a/1x1 (in-place)
I0822 16:52:29.083083  9939 net.cpp:155] Setting up inception_3a/relu_1x1
I0822 16:52:29.083087  9939 net.cpp:163] Top shape: 128 64 28 28 (6422528)
I0822 16:52:29.083089  9939 layer_factory.hpp:76] Creating layer inception_3a/3x3_reduce
I0822 16:52:29.083094  9939 net.cpp:110] Creating Layer inception_3a/3x3_reduce
I0822 16:52:29.083097  9939 net.cpp:485] inception_3a/3x3_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_1
I0822 16:52:29.083101  9939 net.cpp:438] inception_3a/3x3_reduce -> inception_3a/3x3_reduce
I0822 16:52:29.083149  9939 net.cpp:155] Setting up inception_3a/3x3_reduce
I0822 16:52:29.083154  9939 net.cpp:163] Top shape: 128 96 28 28 (9633792)
I0822 16:52:29.083161  9939 layer_factory.hpp:76] Creating layer inception_3a/relu_3x3_reduce
I0822 16:52:29.083165  9939 net.cpp:110] Creating Layer inception_3a/relu_3x3_reduce
I0822 16:52:29.083168  9939 net.cpp:485] inception_3a/relu_3x3_reduce <- inception_3a/3x3_reduce
I0822 16:52:29.083173  9939 net.cpp:425] inception_3a/relu_3x3_reduce -> inception_3a/3x3_reduce (in-place)
I0822 16:52:29.083181  9939 net.cpp:155] Setting up inception_3a/relu_3x3_reduce
I0822 16:52:29.083185  9939 net.cpp:163] Top shape: 128 96 28 28 (9633792)
I0822 16:52:29.083189  9939 layer_factory.hpp:76] Creating layer inception_3a/3x3
I0822 16:52:29.083194  9939 net.cpp:110] Creating Layer inception_3a/3x3
I0822 16:52:29.083196  9939 net.cpp:485] inception_3a/3x3 <- inception_3a/3x3_reduce
I0822 16:52:29.083201  9939 net.cpp:438] inception_3a/3x3 -> inception_3a/3x3
I0822 16:52:29.083878  9939 net.cpp:155] Setting up inception_3a/3x3
I0822 16:52:29.083884  9939 net.cpp:163] Top shape: 128 128 28 28 (12845056)
I0822 16:52:29.083889  9939 layer_factory.hpp:76] Creating layer inception_3a/relu_3x3
I0822 16:52:29.083892  9939 net.cpp:110] Creating Layer inception_3a/relu_3x3
I0822 16:52:29.083896  9939 net.cpp:485] inception_3a/relu_3x3 <- inception_3a/3x3
I0822 16:52:29.083899  9939 net.cpp:425] inception_3a/relu_3x3 -> inception_3a/3x3 (in-place)
I0822 16:52:29.083905  9939 net.cpp:155] Setting up inception_3a/relu_3x3
I0822 16:52:29.083909  9939 net.cpp:163] Top shape: 128 128 28 28 (12845056)
I0822 16:52:29.083911  9939 layer_factory.hpp:76] Creating layer inception_3a/5x5_reduce
I0822 16:52:29.083915  9939 net.cpp:110] Creating Layer inception_3a/5x5_reduce
I0822 16:52:29.083919  9939 net.cpp:485] inception_3a/5x5_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_2
I0822 16:52:29.083923  9939 net.cpp:438] inception_3a/5x5_reduce -> inception_3a/5x5_reduce
I0822 16:52:29.083966  9939 net.cpp:155] Setting up inception_3a/5x5_reduce
I0822 16:52:29.083969  9939 net.cpp:163] Top shape: 128 16 28 28 (1605632)
I0822 16:52:29.083974  9939 layer_factory.hpp:76] Creating layer inception_3a/relu_5x5_reduce
I0822 16:52:29.083978  9939 net.cpp:110] Creating Layer inception_3a/relu_5x5_reduce
I0822 16:52:29.083981  9939 net.cpp:485] inception_3a/relu_5x5_reduce <- inception_3a/5x5_reduce
I0822 16:52:29.083986  9939 net.cpp:425] inception_3a/relu_5x5_reduce -> inception_3a/5x5_reduce (in-place)
I0822 16:52:29.083991  9939 net.cpp:155] Setting up inception_3a/relu_5x5_reduce
I0822 16:52:29.083994  9939 net.cpp:163] Top shape: 128 16 28 28 (1605632)
I0822 16:52:29.083997  9939 layer_factory.hpp:76] Creating layer inception_3a/5x5
I0822 16:52:29.084002  9939 net.cpp:110] Creating Layer inception_3a/5x5
I0822 16:52:29.084004  9939 net.cpp:485] inception_3a/5x5 <- inception_3a/5x5_reduce
I0822 16:52:29.084009  9939 net.cpp:438] inception_3a/5x5 -> inception_3a/5x5
I0822 16:52:29.084110  9939 net.cpp:155] Setting up inception_3a/5x5
I0822 16:52:29.084115  9939 net.cpp:163] Top shape: 128 32 28 28 (3211264)
I0822 16:52:29.084120  9939 layer_factory.hpp:76] Creating layer inception_3a/relu_5x5
I0822 16:52:29.084123  9939 net.cpp:110] Creating Layer inception_3a/relu_5x5
I0822 16:52:29.084126  9939 net.cpp:485] inception_3a/relu_5x5 <- inception_3a/5x5
I0822 16:52:29.084131  9939 net.cpp:425] inception_3a/relu_5x5 -> inception_3a/5x5 (in-place)
I0822 16:52:29.084136  9939 net.cpp:155] Setting up inception_3a/relu_5x5
I0822 16:52:29.084138  9939 net.cpp:163] Top shape: 128 32 28 28 (3211264)
I0822 16:52:29.084141  9939 layer_factory.hpp:76] Creating layer inception_3a/pool
I0822 16:52:29.084146  9939 net.cpp:110] Creating Layer inception_3a/pool
I0822 16:52:29.084148  9939 net.cpp:485] inception_3a/pool <- pool2/3x3_s2_pool2/3x3_s2_0_split_3
I0822 16:52:29.084152  9939 net.cpp:438] inception_3a/pool -> inception_3a/pool
I0822 16:52:29.084164  9939 net.cpp:155] Setting up inception_3a/pool
I0822 16:52:29.084168  9939 net.cpp:163] Top shape: 128 192 28 28 (19267584)
I0822 16:52:29.084172  9939 layer_factory.hpp:76] Creating layer inception_3a/pool_proj
I0822 16:52:29.084177  9939 net.cpp:110] Creating Layer inception_3a/pool_proj
I0822 16:52:29.084179  9939 net.cpp:485] inception_3a/pool_proj <- inception_3a/pool
I0822 16:52:29.084183  9939 net.cpp:438] inception_3a/pool_proj -> inception_3a/pool_proj
I0822 16:52:29.084242  9939 net.cpp:155] Setting up inception_3a/pool_proj
I0822 16:52:29.084250  9939 net.cpp:163] Top shape: 128 32 28 28 (3211264)
I0822 16:52:29.084257  9939 layer_factory.hpp:76] Creating layer inception_3a/relu_pool_proj
I0822 16:52:29.084261  9939 net.cpp:110] Creating Layer inception_3a/relu_pool_proj
I0822 16:52:29.084264  9939 net.cpp:485] inception_3a/relu_pool_proj <- inception_3a/pool_proj
I0822 16:52:29.084269  9939 net.cpp:425] inception_3a/relu_pool_proj -> inception_3a/pool_proj (in-place)
I0822 16:52:29.084275  9939 net.cpp:155] Setting up inception_3a/relu_pool_proj
I0822 16:52:29.084277  9939 net.cpp:163] Top shape: 128 32 28 28 (3211264)
I0822 16:52:29.084280  9939 layer_factory.hpp:76] Creating layer inception_3a/output
I0822 16:52:29.084288  9939 net.cpp:110] Creating Layer inception_3a/output
I0822 16:52:29.084291  9939 net.cpp:485] inception_3a/output <- inception_3a/1x1
I0822 16:52:29.084295  9939 net.cpp:485] inception_3a/output <- inception_3a/3x3
I0822 16:52:29.084297  9939 net.cpp:485] inception_3a/output <- inception_3a/5x5
I0822 16:52:29.084300  9939 net.cpp:485] inception_3a/output <- inception_3a/pool_proj
I0822 16:52:29.084305  9939 net.cpp:438] inception_3a/output -> inception_3a/output
I0822 16:52:29.084313  9939 net.cpp:155] Setting up inception_3a/output
I0822 16:52:29.084317  9939 net.cpp:163] Top shape: 128 256 28 28 (25690112)
I0822 16:52:29.084321  9939 layer_factory.hpp:76] Creating layer inception_3a/output_inception_3a/output_0_split
I0822 16:52:29.084324  9939 net.cpp:110] Creating Layer inception_3a/output_inception_3a/output_0_split
I0822 16:52:29.084327  9939 net.cpp:485] inception_3a/output_inception_3a/output_0_split <- inception_3a/output
I0822 16:52:29.084331  9939 net.cpp:438] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_0
I0822 16:52:29.084336  9939 net.cpp:438] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_1
I0822 16:52:29.084342  9939 net.cpp:438] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_2
I0822 16:52:29.084347  9939 net.cpp:438] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_3
I0822 16:52:29.084358  9939 net.cpp:155] Setting up inception_3a/output_inception_3a/output_0_split
I0822 16:52:29.084362  9939 net.cpp:163] Top shape: 128 256 28 28 (25690112)
I0822 16:52:29.084365  9939 net.cpp:163] Top shape: 128 256 28 28 (25690112)
I0822 16:52:29.084368  9939 net.cpp:163] Top shape: 128 256 28 28 (25690112)
I0822 16:52:29.084372  9939 net.cpp:163] Top shape: 128 256 28 28 (25690112)
I0822 16:52:29.084374  9939 layer_factory.hpp:76] Creating layer inception_3b/1x1
I0822 16:52:29.084379  9939 net.cpp:110] Creating Layer inception_3b/1x1
I0822 16:52:29.084383  9939 net.cpp:485] inception_3b/1x1 <- inception_3a/output_inception_3a/output_0_split_0
I0822 16:52:29.084388  9939 net.cpp:438] inception_3b/1x1 -> inception_3b/1x1
I0822 16:52:29.084605  9939 net.cpp:155] Setting up inception_3b/1x1
I0822 16:52:29.084611  9939 net.cpp:163] Top shape: 128 128 28 28 (12845056)
I0822 16:52:29.084616  9939 layer_factory.hpp:76] Creating layer inception_3b/relu_1x1
I0822 16:52:29.084620  9939 net.cpp:110] Creating Layer inception_3b/relu_1x1
I0822 16:52:29.084624  9939 net.cpp:485] inception_3b/relu_1x1 <- inception_3b/1x1
I0822 16:52:29.084627  9939 net.cpp:425] inception_3b/relu_1x1 -> inception_3b/1x1 (in-place)
I0822 16:52:29.084632  9939 net.cpp:155] Setting up inception_3b/relu_1x1
I0822 16:52:29.084636  9939 net.cpp:163] Top shape: 128 128 28 28 (12845056)
I0822 16:52:29.084640  9939 layer_factory.hpp:76] Creating layer inception_3b/3x3_reduce
I0822 16:52:29.084643  9939 net.cpp:110] Creating Layer inception_3b/3x3_reduce
I0822 16:52:29.084646  9939 net.cpp:485] inception_3b/3x3_reduce <- inception_3a/output_inception_3a/output_0_split_1
I0822 16:52:29.084651  9939 net.cpp:438] inception_3b/3x3_reduce -> inception_3b/3x3_reduce
I0822 16:52:29.084869  9939 net.cpp:155] Setting up inception_3b/3x3_reduce
I0822 16:52:29.084874  9939 net.cpp:163] Top shape: 128 128 28 28 (12845056)
I0822 16:52:29.084882  9939 layer_factory.hpp:76] Creating layer inception_3b/relu_3x3_reduce
I0822 16:52:29.084887  9939 net.cpp:110] Creating Layer inception_3b/relu_3x3_reduce
I0822 16:52:29.084889  9939 net.cpp:485] inception_3b/relu_3x3_reduce <- inception_3b/3x3_reduce
I0822 16:52:29.084893  9939 net.cpp:425] inception_3b/relu_3x3_reduce -> inception_3b/3x3_reduce (in-place)
I0822 16:52:29.084899  9939 net.cpp:155] Setting up inception_3b/relu_3x3_reduce
I0822 16:52:29.084903  9939 net.cpp:163] Top shape: 128 128 28 28 (12845056)
I0822 16:52:29.084905  9939 layer_factory.hpp:76] Creating layer inception_3b/3x3
I0822 16:52:29.084909  9939 net.cpp:110] Creating Layer inception_3b/3x3
I0822 16:52:29.084913  9939 net.cpp:485] inception_3b/3x3 <- inception_3b/3x3_reduce
I0822 16:52:29.084918  9939 net.cpp:438] inception_3b/3x3 -> inception_3b/3x3
I0822 16:52:29.086242  9939 net.cpp:155] Setting up inception_3b/3x3
I0822 16:52:29.086248  9939 net.cpp:163] Top shape: 128 192 28 28 (19267584)
I0822 16:52:29.086253  9939 layer_factory.hpp:76] Creating layer inception_3b/relu_3x3
I0822 16:52:29.086257  9939 net.cpp:110] Creating Layer inception_3b/relu_3x3
I0822 16:52:29.086261  9939 net.cpp:485] inception_3b/relu_3x3 <- inception_3b/3x3
I0822 16:52:29.086264  9939 net.cpp:425] inception_3b/relu_3x3 -> inception_3b/3x3 (in-place)
I0822 16:52:29.086269  9939 net.cpp:155] Setting up inception_3b/relu_3x3
I0822 16:52:29.086273  9939 net.cpp:163] Top shape: 128 192 28 28 (19267584)
I0822 16:52:29.086277  9939 layer_factory.hpp:76] Creating layer inception_3b/5x5_reduce
I0822 16:52:29.086280  9939 net.cpp:110] Creating Layer inception_3b/5x5_reduce
I0822 16:52:29.086283  9939 net.cpp:485] inception_3b/5x5_reduce <- inception_3a/output_inception_3a/output_0_split_2
I0822 16:52:29.086287  9939 net.cpp:438] inception_3b/5x5_reduce -> inception_3b/5x5_reduce
I0822 16:52:29.086361  9939 net.cpp:155] Setting up inception_3b/5x5_reduce
I0822 16:52:29.086366  9939 net.cpp:163] Top shape: 128 32 28 28 (3211264)
I0822 16:52:29.086370  9939 layer_factory.hpp:76] Creating layer inception_3b/relu_5x5_reduce
I0822 16:52:29.086374  9939 net.cpp:110] Creating Layer inception_3b/relu_5x5_reduce
I0822 16:52:29.086377  9939 net.cpp:485] inception_3b/relu_5x5_reduce <- inception_3b/5x5_reduce
I0822 16:52:29.086381  9939 net.cpp:425] inception_3b/relu_5x5_reduce -> inception_3b/5x5_reduce (in-place)
I0822 16:52:29.086386  9939 net.cpp:155] Setting up inception_3b/relu_5x5_reduce
I0822 16:52:29.086390  9939 net.cpp:163] Top shape: 128 32 28 28 (3211264)
I0822 16:52:29.086392  9939 layer_factory.hpp:76] Creating layer inception_3b/5x5
I0822 16:52:29.086397  9939 net.cpp:110] Creating Layer inception_3b/5x5
I0822 16:52:29.086400  9939 net.cpp:485] inception_3b/5x5 <- inception_3b/5x5_reduce
I0822 16:52:29.086405  9939 net.cpp:438] inception_3b/5x5 -> inception_3b/5x5
I0822 16:52:29.086905  9939 net.cpp:155] Setting up inception_3b/5x5
I0822 16:52:29.086912  9939 net.cpp:163] Top shape: 128 96 28 28 (9633792)
I0822 16:52:29.086917  9939 layer_factory.hpp:76] Creating layer inception_3b/relu_5x5
I0822 16:52:29.086921  9939 net.cpp:110] Creating Layer inception_3b/relu_5x5
I0822 16:52:29.086925  9939 net.cpp:485] inception_3b/relu_5x5 <- inception_3b/5x5
I0822 16:52:29.086928  9939 net.cpp:425] inception_3b/relu_5x5 -> inception_3b/5x5 (in-place)
I0822 16:52:29.086935  9939 net.cpp:155] Setting up inception_3b/relu_5x5
I0822 16:52:29.086937  9939 net.cpp:163] Top shape: 128 96 28 28 (9633792)
I0822 16:52:29.086941  9939 layer_factory.hpp:76] Creating layer inception_3b/pool
I0822 16:52:29.086944  9939 net.cpp:110] Creating Layer inception_3b/pool
I0822 16:52:29.086947  9939 net.cpp:485] inception_3b/pool <- inception_3a/output_inception_3a/output_0_split_3
I0822 16:52:29.086952  9939 net.cpp:438] inception_3b/pool -> inception_3b/pool
I0822 16:52:29.086962  9939 net.cpp:155] Setting up inception_3b/pool
I0822 16:52:29.086967  9939 net.cpp:163] Top shape: 128 256 28 28 (25690112)
I0822 16:52:29.086971  9939 layer_factory.hpp:76] Creating layer inception_3b/pool_proj
I0822 16:52:29.086977  9939 net.cpp:110] Creating Layer inception_3b/pool_proj
I0822 16:52:29.086982  9939 net.cpp:485] inception_3b/pool_proj <- inception_3b/pool
I0822 16:52:29.086985  9939 net.cpp:438] inception_3b/pool_proj -> inception_3b/pool_proj
I0822 16:52:29.087119  9939 net.cpp:155] Setting up inception_3b/pool_proj
I0822 16:52:29.087124  9939 net.cpp:163] Top shape: 128 64 28 28 (6422528)
I0822 16:52:29.087129  9939 layer_factory.hpp:76] Creating layer inception_3b/relu_pool_proj
I0822 16:52:29.087133  9939 net.cpp:110] Creating Layer inception_3b/relu_pool_proj
I0822 16:52:29.087136  9939 net.cpp:485] inception_3b/relu_pool_proj <- inception_3b/pool_proj
I0822 16:52:29.087141  9939 net.cpp:425] inception_3b/relu_pool_proj -> inception_3b/pool_proj (in-place)
I0822 16:52:29.087146  9939 net.cpp:155] Setting up inception_3b/relu_pool_proj
I0822 16:52:29.087148  9939 net.cpp:163] Top shape: 128 64 28 28 (6422528)
I0822 16:52:29.087152  9939 layer_factory.hpp:76] Creating layer inception_3b/output
I0822 16:52:29.087155  9939 net.cpp:110] Creating Layer inception_3b/output
I0822 16:52:29.087158  9939 net.cpp:485] inception_3b/output <- inception_3b/1x1
I0822 16:52:29.087162  9939 net.cpp:485] inception_3b/output <- inception_3b/3x3
I0822 16:52:29.087164  9939 net.cpp:485] inception_3b/output <- inception_3b/5x5
I0822 16:52:29.087168  9939 net.cpp:485] inception_3b/output <- inception_3b/pool_proj
I0822 16:52:29.087172  9939 net.cpp:438] inception_3b/output -> inception_3b/output
I0822 16:52:29.087178  9939 net.cpp:155] Setting up inception_3b/output
I0822 16:52:29.087182  9939 net.cpp:163] Top shape: 128 480 28 28 (48168960)
I0822 16:52:29.087185  9939 layer_factory.hpp:76] Creating layer pool3/3x3_s2
I0822 16:52:29.087189  9939 net.cpp:110] Creating Layer pool3/3x3_s2
I0822 16:52:29.087193  9939 net.cpp:485] pool3/3x3_s2 <- inception_3b/output
I0822 16:52:29.087196  9939 net.cpp:438] pool3/3x3_s2 -> pool3/3x3_s2
I0822 16:52:29.087206  9939 net.cpp:155] Setting up pool3/3x3_s2
I0822 16:52:29.087210  9939 net.cpp:163] Top shape: 128 480 14 14 (12042240)
I0822 16:52:29.087213  9939 layer_factory.hpp:76] Creating layer pool3/3x3_s2_pool3/3x3_s2_0_split
I0822 16:52:29.087218  9939 net.cpp:110] Creating Layer pool3/3x3_s2_pool3/3x3_s2_0_split
I0822 16:52:29.087220  9939 net.cpp:485] pool3/3x3_s2_pool3/3x3_s2_0_split <- pool3/3x3_s2
I0822 16:52:29.087224  9939 net.cpp:438] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_0
I0822 16:52:29.087229  9939 net.cpp:438] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_1
I0822 16:52:29.087234  9939 net.cpp:438] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_2
I0822 16:52:29.087239  9939 net.cpp:438] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_3
I0822 16:52:29.087250  9939 net.cpp:155] Setting up pool3/3x3_s2_pool3/3x3_s2_0_split
I0822 16:52:29.087255  9939 net.cpp:163] Top shape: 128 480 14 14 (12042240)
I0822 16:52:29.087258  9939 net.cpp:163] Top shape: 128 480 14 14 (12042240)
I0822 16:52:29.087261  9939 net.cpp:163] Top shape: 128 480 14 14 (12042240)
I0822 16:52:29.087265  9939 net.cpp:163] Top shape: 128 480 14 14 (12042240)
I0822 16:52:29.087268  9939 layer_factory.hpp:76] Creating layer inception_4a/1x1
I0822 16:52:29.087272  9939 net.cpp:110] Creating Layer inception_4a/1x1
I0822 16:52:29.087275  9939 net.cpp:485] inception_4a/1x1 <- pool3/3x3_s2_pool3/3x3_s2_0_split_0
I0822 16:52:29.087280  9939 net.cpp:438] inception_4a/1x1 -> inception_4a/1x1
I0822 16:52:29.087848  9939 net.cpp:155] Setting up inception_4a/1x1
I0822 16:52:29.087854  9939 net.cpp:163] Top shape: 128 192 14 14 (4816896)
I0822 16:52:29.087859  9939 layer_factory.hpp:76] Creating layer inception_4a/relu_1x1
I0822 16:52:29.087864  9939 net.cpp:110] Creating Layer inception_4a/relu_1x1
I0822 16:52:29.087867  9939 net.cpp:485] inception_4a/relu_1x1 <- inception_4a/1x1
I0822 16:52:29.087870  9939 net.cpp:425] inception_4a/relu_1x1 -> inception_4a/1x1 (in-place)
I0822 16:52:29.087880  9939 net.cpp:155] Setting up inception_4a/relu_1x1
I0822 16:52:29.087883  9939 net.cpp:163] Top shape: 128 192 14 14 (4816896)
I0822 16:52:29.087887  9939 layer_factory.hpp:76] Creating layer inception_4a/3x3_reduce
I0822 16:52:29.087891  9939 net.cpp:110] Creating Layer inception_4a/3x3_reduce
I0822 16:52:29.087894  9939 net.cpp:485] inception_4a/3x3_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_1
I0822 16:52:29.087899  9939 net.cpp:438] inception_4a/3x3_reduce -> inception_4a/3x3_reduce
I0822 16:52:29.088193  9939 net.cpp:155] Setting up inception_4a/3x3_reduce
I0822 16:52:29.088199  9939 net.cpp:163] Top shape: 128 96 14 14 (2408448)
I0822 16:52:29.088207  9939 layer_factory.hpp:76] Creating layer inception_4a/relu_3x3_reduce
I0822 16:52:29.088210  9939 net.cpp:110] Creating Layer inception_4a/relu_3x3_reduce
I0822 16:52:29.088213  9939 net.cpp:485] inception_4a/relu_3x3_reduce <- inception_4a/3x3_reduce
I0822 16:52:29.088217  9939 net.cpp:425] inception_4a/relu_3x3_reduce -> inception_4a/3x3_reduce (in-place)
I0822 16:52:29.088223  9939 net.cpp:155] Setting up inception_4a/relu_3x3_reduce
I0822 16:52:29.088227  9939 net.cpp:163] Top shape: 128 96 14 14 (2408448)
I0822 16:52:29.088229  9939 layer_factory.hpp:76] Creating layer inception_4a/3x3
I0822 16:52:29.088234  9939 net.cpp:110] Creating Layer inception_4a/3x3
I0822 16:52:29.088238  9939 net.cpp:485] inception_4a/3x3 <- inception_4a/3x3_reduce
I0822 16:52:29.088242  9939 net.cpp:438] inception_4a/3x3 -> inception_4a/3x3
I0822 16:52:29.089323  9939 net.cpp:155] Setting up inception_4a/3x3
I0822 16:52:29.089329  9939 net.cpp:163] Top shape: 128 208 14 14 (5218304)
I0822 16:52:29.089334  9939 layer_factory.hpp:76] Creating layer inception_4a/relu_3x3
I0822 16:52:29.089339  9939 net.cpp:110] Creating Layer inception_4a/relu_3x3
I0822 16:52:29.089342  9939 net.cpp:485] inception_4a/relu_3x3 <- inception_4a/3x3
I0822 16:52:29.089346  9939 net.cpp:425] inception_4a/relu_3x3 -> inception_4a/3x3 (in-place)
I0822 16:52:29.089351  9939 net.cpp:155] Setting up inception_4a/relu_3x3
I0822 16:52:29.089355  9939 net.cpp:163] Top shape: 128 208 14 14 (5218304)
I0822 16:52:29.089359  9939 layer_factory.hpp:76] Creating layer inception_4a/5x5_reduce
I0822 16:52:29.089364  9939 net.cpp:110] Creating Layer inception_4a/5x5_reduce
I0822 16:52:29.089366  9939 net.cpp:485] inception_4a/5x5_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_2
I0822 16:52:29.089370  9939 net.cpp:438] inception_4a/5x5_reduce -> inception_4a/5x5_reduce
I0822 16:52:29.089442  9939 net.cpp:155] Setting up inception_4a/5x5_reduce
I0822 16:52:29.089445  9939 net.cpp:163] Top shape: 128 16 14 14 (401408)
I0822 16:52:29.089450  9939 layer_factory.hpp:76] Creating layer inception_4a/relu_5x5_reduce
I0822 16:52:29.089454  9939 net.cpp:110] Creating Layer inception_4a/relu_5x5_reduce
I0822 16:52:29.089457  9939 net.cpp:485] inception_4a/relu_5x5_reduce <- inception_4a/5x5_reduce
I0822 16:52:29.089462  9939 net.cpp:425] inception_4a/relu_5x5_reduce -> inception_4a/5x5_reduce (in-place)
I0822 16:52:29.089467  9939 net.cpp:155] Setting up inception_4a/relu_5x5_reduce
I0822 16:52:29.089469  9939 net.cpp:163] Top shape: 128 16 14 14 (401408)
I0822 16:52:29.089473  9939 layer_factory.hpp:76] Creating layer inception_4a/5x5
I0822 16:52:29.089478  9939 net.cpp:110] Creating Layer inception_4a/5x5
I0822 16:52:29.089480  9939 net.cpp:485] inception_4a/5x5 <- inception_4a/5x5_reduce
I0822 16:52:29.089484  9939 net.cpp:438] inception_4a/5x5 -> inception_4a/5x5
I0822 16:52:29.089619  9939 net.cpp:155] Setting up inception_4a/5x5
I0822 16:52:29.089624  9939 net.cpp:163] Top shape: 128 48 14 14 (1204224)
I0822 16:52:29.089629  9939 layer_factory.hpp:76] Creating layer inception_4a/relu_5x5
I0822 16:52:29.089633  9939 net.cpp:110] Creating Layer inception_4a/relu_5x5
I0822 16:52:29.089637  9939 net.cpp:485] inception_4a/relu_5x5 <- inception_4a/5x5
I0822 16:52:29.089640  9939 net.cpp:425] inception_4a/relu_5x5 -> inception_4a/5x5 (in-place)
I0822 16:52:29.089645  9939 net.cpp:155] Setting up inception_4a/relu_5x5
I0822 16:52:29.089653  9939 net.cpp:163] Top shape: 128 48 14 14 (1204224)
I0822 16:52:29.089655  9939 layer_factory.hpp:76] Creating layer inception_4a/pool
I0822 16:52:29.089659  9939 net.cpp:110] Creating Layer inception_4a/pool
I0822 16:52:29.089663  9939 net.cpp:485] inception_4a/pool <- pool3/3x3_s2_pool3/3x3_s2_0_split_3
I0822 16:52:29.089668  9939 net.cpp:438] inception_4a/pool -> inception_4a/pool
I0822 16:52:29.089680  9939 net.cpp:155] Setting up inception_4a/pool
I0822 16:52:29.089684  9939 net.cpp:163] Top shape: 128 480 14 14 (12042240)
I0822 16:52:29.089687  9939 layer_factory.hpp:76] Creating layer inception_4a/pool_proj
I0822 16:52:29.089691  9939 net.cpp:110] Creating Layer inception_4a/pool_proj
I0822 16:52:29.089694  9939 net.cpp:485] inception_4a/pool_proj <- inception_4a/pool
I0822 16:52:29.089699  9939 net.cpp:438] inception_4a/pool_proj -> inception_4a/pool_proj
I0822 16:52:29.089905  9939 net.cpp:155] Setting up inception_4a/pool_proj
I0822 16:52:29.089910  9939 net.cpp:163] Top shape: 128 64 14 14 (1605632)
I0822 16:52:29.089915  9939 layer_factory.hpp:76] Creating layer inception_4a/relu_pool_proj
I0822 16:52:29.089918  9939 net.cpp:110] Creating Layer inception_4a/relu_pool_proj
I0822 16:52:29.089921  9939 net.cpp:485] inception_4a/relu_pool_proj <- inception_4a/pool_proj
I0822 16:52:29.089926  9939 net.cpp:425] inception_4a/relu_pool_proj -> inception_4a/pool_proj (in-place)
I0822 16:52:29.089931  9939 net.cpp:155] Setting up inception_4a/relu_pool_proj
I0822 16:52:29.089933  9939 net.cpp:163] Top shape: 128 64 14 14 (1605632)
I0822 16:52:29.089936  9939 layer_factory.hpp:76] Creating layer inception_4a/output
I0822 16:52:29.089941  9939 net.cpp:110] Creating Layer inception_4a/output
I0822 16:52:29.089943  9939 net.cpp:485] inception_4a/output <- inception_4a/1x1
I0822 16:52:29.089946  9939 net.cpp:485] inception_4a/output <- inception_4a/3x3
I0822 16:52:29.089951  9939 net.cpp:485] inception_4a/output <- inception_4a/5x5
I0822 16:52:29.089953  9939 net.cpp:485] inception_4a/output <- inception_4a/pool_proj
I0822 16:52:29.089957  9939 net.cpp:438] inception_4a/output -> inception_4a/output
I0822 16:52:29.089965  9939 net.cpp:155] Setting up inception_4a/output
I0822 16:52:29.089968  9939 net.cpp:163] Top shape: 128 512 14 14 (12845056)
I0822 16:52:29.089972  9939 layer_factory.hpp:76] Creating layer inception_4a/output_inception_4a/output_0_split
I0822 16:52:29.089975  9939 net.cpp:110] Creating Layer inception_4a/output_inception_4a/output_0_split
I0822 16:52:29.089978  9939 net.cpp:485] inception_4a/output_inception_4a/output_0_split <- inception_4a/output
I0822 16:52:29.089982  9939 net.cpp:438] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_0
I0822 16:52:29.089987  9939 net.cpp:438] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_1
I0822 16:52:29.089993  9939 net.cpp:438] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_2
I0822 16:52:29.089998  9939 net.cpp:438] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_3
I0822 16:52:29.090008  9939 net.cpp:155] Setting up inception_4a/output_inception_4a/output_0_split
I0822 16:52:29.090013  9939 net.cpp:163] Top shape: 128 512 14 14 (12845056)
I0822 16:52:29.090016  9939 net.cpp:163] Top shape: 128 512 14 14 (12845056)
I0822 16:52:29.090019  9939 net.cpp:163] Top shape: 128 512 14 14 (12845056)
I0822 16:52:29.090023  9939 net.cpp:163] Top shape: 128 512 14 14 (12845056)
I0822 16:52:29.090025  9939 layer_factory.hpp:76] Creating layer inception_4b/1x1
I0822 16:52:29.090030  9939 net.cpp:110] Creating Layer inception_4b/1x1
I0822 16:52:29.090034  9939 net.cpp:485] inception_4b/1x1 <- inception_4a/output_inception_4a/output_0_split_0
I0822 16:52:29.090037  9939 net.cpp:438] inception_4b/1x1 -> inception_4b/1x1
I0822 16:52:29.090546  9939 net.cpp:155] Setting up inception_4b/1x1
I0822 16:52:29.090551  9939 net.cpp:163] Top shape: 128 160 14 14 (4014080)
I0822 16:52:29.090559  9939 layer_factory.hpp:76] Creating layer inception_4b/relu_1x1
I0822 16:52:29.090564  9939 net.cpp:110] Creating Layer inception_4b/relu_1x1
I0822 16:52:29.090567  9939 net.cpp:485] inception_4b/relu_1x1 <- inception_4b/1x1
I0822 16:52:29.090571  9939 net.cpp:425] inception_4b/relu_1x1 -> inception_4b/1x1 (in-place)
I0822 16:52:29.090576  9939 net.cpp:155] Setting up inception_4b/relu_1x1
I0822 16:52:29.090580  9939 net.cpp:163] Top shape: 128 160 14 14 (4014080)
I0822 16:52:29.090582  9939 layer_factory.hpp:76] Creating layer inception_4b/3x3_reduce
I0822 16:52:29.090587  9939 net.cpp:110] Creating Layer inception_4b/3x3_reduce
I0822 16:52:29.090590  9939 net.cpp:485] inception_4b/3x3_reduce <- inception_4a/output_inception_4a/output_0_split_1
I0822 16:52:29.090595  9939 net.cpp:438] inception_4b/3x3_reduce -> inception_4b/3x3_reduce
I0822 16:52:29.090980  9939 net.cpp:155] Setting up inception_4b/3x3_reduce
I0822 16:52:29.090986  9939 net.cpp:163] Top shape: 128 112 14 14 (2809856)
I0822 16:52:29.090991  9939 layer_factory.hpp:76] Creating layer inception_4b/relu_3x3_reduce
I0822 16:52:29.090996  9939 net.cpp:110] Creating Layer inception_4b/relu_3x3_reduce
I0822 16:52:29.090998  9939 net.cpp:485] inception_4b/relu_3x3_reduce <- inception_4b/3x3_reduce
I0822 16:52:29.091002  9939 net.cpp:425] inception_4b/relu_3x3_reduce -> inception_4b/3x3_reduce (in-place)
I0822 16:52:29.091007  9939 net.cpp:155] Setting up inception_4b/relu_3x3_reduce
I0822 16:52:29.091012  9939 net.cpp:163] Top shape: 128 112 14 14 (2809856)
I0822 16:52:29.091014  9939 layer_factory.hpp:76] Creating layer inception_4b/3x3
I0822 16:52:29.091029  9939 net.cpp:110] Creating Layer inception_4b/3x3
I0822 16:52:29.091032  9939 net.cpp:485] inception_4b/3x3 <- inception_4b/3x3_reduce
I0822 16:52:29.091037  9939 net.cpp:438] inception_4b/3x3 -> inception_4b/3x3
I0822 16:52:29.092389  9939 net.cpp:155] Setting up inception_4b/3x3
I0822 16:52:29.092396  9939 net.cpp:163] Top shape: 128 224 14 14 (5619712)
I0822 16:52:29.092401  9939 layer_factory.hpp:76] Creating layer inception_4b/relu_3x3
I0822 16:52:29.092404  9939 net.cpp:110] Creating Layer inception_4b/relu_3x3
I0822 16:52:29.092408  9939 net.cpp:485] inception_4b/relu_3x3 <- inception_4b/3x3
I0822 16:52:29.092411  9939 net.cpp:425] inception_4b/relu_3x3 -> inception_4b/3x3 (in-place)
I0822 16:52:29.092417  9939 net.cpp:155] Setting up inception_4b/relu_3x3
I0822 16:52:29.092420  9939 net.cpp:163] Top shape: 128 224 14 14 (5619712)
I0822 16:52:29.092423  9939 layer_factory.hpp:76] Creating layer inception_4b/5x5_reduce
I0822 16:52:29.092428  9939 net.cpp:110] Creating Layer inception_4b/5x5_reduce
I0822 16:52:29.092432  9939 net.cpp:485] inception_4b/5x5_reduce <- inception_4a/output_inception_4a/output_0_split_2
I0822 16:52:29.092435  9939 net.cpp:438] inception_4b/5x5_reduce -> inception_4b/5x5_reduce
I0822 16:52:29.092533  9939 net.cpp:155] Setting up inception_4b/5x5_reduce
I0822 16:52:29.092538  9939 net.cpp:163] Top shape: 128 24 14 14 (602112)
I0822 16:52:29.092542  9939 layer_factory.hpp:76] Creating layer inception_4b/relu_5x5_reduce
I0822 16:52:29.092546  9939 net.cpp:110] Creating Layer inception_4b/relu_5x5_reduce
I0822 16:52:29.092550  9939 net.cpp:485] inception_4b/relu_5x5_reduce <- inception_4b/5x5_reduce
I0822 16:52:29.092553  9939 net.cpp:425] inception_4b/relu_5x5_reduce -> inception_4b/5x5_reduce (in-place)
I0822 16:52:29.092558  9939 net.cpp:155] Setting up inception_4b/relu_5x5_reduce
I0822 16:52:29.092562  9939 net.cpp:163] Top shape: 128 24 14 14 (602112)
I0822 16:52:29.092564  9939 layer_factory.hpp:76] Creating layer inception_4b/5x5
I0822 16:52:29.092569  9939 net.cpp:110] Creating Layer inception_4b/5x5
I0822 16:52:29.092572  9939 net.cpp:485] inception_4b/5x5 <- inception_4b/5x5_reduce
I0822 16:52:29.092576  9939 net.cpp:438] inception_4b/5x5 -> inception_4b/5x5
I0822 16:52:29.092828  9939 net.cpp:155] Setting up inception_4b/5x5
I0822 16:52:29.092833  9939 net.cpp:163] Top shape: 128 64 14 14 (1605632)
I0822 16:52:29.092838  9939 layer_factory.hpp:76] Creating layer inception_4b/relu_5x5
I0822 16:52:29.092845  9939 net.cpp:110] Creating Layer inception_4b/relu_5x5
I0822 16:52:29.092849  9939 net.cpp:485] inception_4b/relu_5x5 <- inception_4b/5x5
I0822 16:52:29.092854  9939 net.cpp:425] inception_4b/relu_5x5 -> inception_4b/5x5 (in-place)
I0822 16:52:29.092859  9939 net.cpp:155] Setting up inception_4b/relu_5x5
I0822 16:52:29.092861  9939 net.cpp:163] Top shape: 128 64 14 14 (1605632)
I0822 16:52:29.092864  9939 layer_factory.hpp:76] Creating layer inception_4b/pool
I0822 16:52:29.092869  9939 net.cpp:110] Creating Layer inception_4b/pool
I0822 16:52:29.092872  9939 net.cpp:485] inception_4b/pool <- inception_4a/output_inception_4a/output_0_split_3
I0822 16:52:29.092876  9939 net.cpp:438] inception_4b/pool -> inception_4b/pool
I0822 16:52:29.092887  9939 net.cpp:155] Setting up inception_4b/pool
I0822 16:52:29.092891  9939 net.cpp:163] Top shape: 128 512 14 14 (12845056)
I0822 16:52:29.092895  9939 layer_factory.hpp:76] Creating layer inception_4b/pool_proj
I0822 16:52:29.092898  9939 net.cpp:110] Creating Layer inception_4b/pool_proj
I0822 16:52:29.092901  9939 net.cpp:485] inception_4b/pool_proj <- inception_4b/pool
I0822 16:52:29.092906  9939 net.cpp:438] inception_4b/pool_proj -> inception_4b/pool_proj
I0822 16:52:29.093124  9939 net.cpp:155] Setting up inception_4b/pool_proj
I0822 16:52:29.093130  9939 net.cpp:163] Top shape: 128 64 14 14 (1605632)
I0822 16:52:29.093135  9939 layer_factory.hpp:76] Creating layer inception_4b/relu_pool_proj
I0822 16:52:29.093139  9939 net.cpp:110] Creating Layer inception_4b/relu_pool_proj
I0822 16:52:29.093142  9939 net.cpp:485] inception_4b/relu_pool_proj <- inception_4b/pool_proj
I0822 16:52:29.093147  9939 net.cpp:425] inception_4b/relu_pool_proj -> inception_4b/pool_proj (in-place)
I0822 16:52:29.093152  9939 net.cpp:155] Setting up inception_4b/relu_pool_proj
I0822 16:52:29.093155  9939 net.cpp:163] Top shape: 128 64 14 14 (1605632)
I0822 16:52:29.093158  9939 layer_factory.hpp:76] Creating layer inception_4b/output
I0822 16:52:29.093163  9939 net.cpp:110] Creating Layer inception_4b/output
I0822 16:52:29.093165  9939 net.cpp:485] inception_4b/output <- inception_4b/1x1
I0822 16:52:29.093169  9939 net.cpp:485] inception_4b/output <- inception_4b/3x3
I0822 16:52:29.093173  9939 net.cpp:485] inception_4b/output <- inception_4b/5x5
I0822 16:52:29.093175  9939 net.cpp:485] inception_4b/output <- inception_4b/pool_proj
I0822 16:52:29.093179  9939 net.cpp:438] inception_4b/output -> inception_4b/output
I0822 16:52:29.093188  9939 net.cpp:155] Setting up inception_4b/output
I0822 16:52:29.093191  9939 net.cpp:163] Top shape: 128 512 14 14 (12845056)
I0822 16:52:29.093194  9939 layer_factory.hpp:76] Creating layer inception_4b/output_inception_4b/output_0_split
I0822 16:52:29.093199  9939 net.cpp:110] Creating Layer inception_4b/output_inception_4b/output_0_split
I0822 16:52:29.093200  9939 net.cpp:485] inception_4b/output_inception_4b/output_0_split <- inception_4b/output
I0822 16:52:29.093205  9939 net.cpp:438] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_0
I0822 16:52:29.093210  9939 net.cpp:438] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_1
I0822 16:52:29.093215  9939 net.cpp:438] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_2
I0822 16:52:29.093219  9939 net.cpp:438] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_3
I0822 16:52:29.093231  9939 net.cpp:155] Setting up inception_4b/output_inception_4b/output_0_split
I0822 16:52:29.093235  9939 net.cpp:163] Top shape: 128 512 14 14 (12845056)
I0822 16:52:29.093238  9939 net.cpp:163] Top shape: 128 512 14 14 (12845056)
I0822 16:52:29.093241  9939 net.cpp:163] Top shape: 128 512 14 14 (12845056)
I0822 16:52:29.093245  9939 net.cpp:163] Top shape: 128 512 14 14 (12845056)
I0822 16:52:29.093248  9939 layer_factory.hpp:76] Creating layer inception_4c/1x1
I0822 16:52:29.093253  9939 net.cpp:110] Creating Layer inception_4c/1x1
I0822 16:52:29.093258  9939 net.cpp:485] inception_4c/1x1 <- inception_4b/output_inception_4b/output_0_split_0
I0822 16:52:29.093263  9939 net.cpp:438] inception_4c/1x1 -> inception_4c/1x1
I0822 16:52:29.093675  9939 net.cpp:155] Setting up inception_4c/1x1
I0822 16:52:29.093682  9939 net.cpp:163] Top shape: 128 128 14 14 (3211264)
I0822 16:52:29.093686  9939 layer_factory.hpp:76] Creating layer inception_4c/relu_1x1
I0822 16:52:29.093690  9939 net.cpp:110] Creating Layer inception_4c/relu_1x1
I0822 16:52:29.093693  9939 net.cpp:485] inception_4c/relu_1x1 <- inception_4c/1x1
I0822 16:52:29.093698  9939 net.cpp:425] inception_4c/relu_1x1 -> inception_4c/1x1 (in-place)
I0822 16:52:29.093703  9939 net.cpp:155] Setting up inception_4c/relu_1x1
I0822 16:52:29.093706  9939 net.cpp:163] Top shape: 128 128 14 14 (3211264)
I0822 16:52:29.093709  9939 layer_factory.hpp:76] Creating layer inception_4c/3x3_reduce
I0822 16:52:29.093713  9939 net.cpp:110] Creating Layer inception_4c/3x3_reduce
I0822 16:52:29.093716  9939 net.cpp:485] inception_4c/3x3_reduce <- inception_4b/output_inception_4b/output_0_split_1
I0822 16:52:29.093721  9939 net.cpp:438] inception_4c/3x3_reduce -> inception_4c/3x3_reduce
I0822 16:52:29.094131  9939 net.cpp:155] Setting up inception_4c/3x3_reduce
I0822 16:52:29.094137  9939 net.cpp:163] Top shape: 128 128 14 14 (3211264)
I0822 16:52:29.094141  9939 layer_factory.hpp:76] Creating layer inception_4c/relu_3x3_reduce
I0822 16:52:29.094146  9939 net.cpp:110] Creating Layer inception_4c/relu_3x3_reduce
I0822 16:52:29.094149  9939 net.cpp:485] inception_4c/relu_3x3_reduce <- inception_4c/3x3_reduce
I0822 16:52:29.094153  9939 net.cpp:425] inception_4c/relu_3x3_reduce -> inception_4c/3x3_reduce (in-place)
I0822 16:52:29.094158  9939 net.cpp:155] Setting up inception_4c/relu_3x3_reduce
I0822 16:52:29.094161  9939 net.cpp:163] Top shape: 128 128 14 14 (3211264)
I0822 16:52:29.094164  9939 layer_factory.hpp:76] Creating layer inception_4c/3x3
I0822 16:52:29.094169  9939 net.cpp:110] Creating Layer inception_4c/3x3
I0822 16:52:29.094172  9939 net.cpp:485] inception_4c/3x3 <- inception_4c/3x3_reduce
I0822 16:52:29.094177  9939 net.cpp:438] inception_4c/3x3 -> inception_4c/3x3
I0822 16:52:29.095971  9939 net.cpp:155] Setting up inception_4c/3x3
I0822 16:52:29.095978  9939 net.cpp:163] Top shape: 128 256 14 14 (6422528)
I0822 16:52:29.095983  9939 layer_factory.hpp:76] Creating layer inception_4c/relu_3x3
I0822 16:52:29.095988  9939 net.cpp:110] Creating Layer inception_4c/relu_3x3
I0822 16:52:29.095990  9939 net.cpp:485] inception_4c/relu_3x3 <- inception_4c/3x3
I0822 16:52:29.095994  9939 net.cpp:425] inception_4c/relu_3x3 -> inception_4c/3x3 (in-place)
I0822 16:52:29.096000  9939 net.cpp:155] Setting up inception_4c/relu_3x3
I0822 16:52:29.096004  9939 net.cpp:163] Top shape: 128 256 14 14 (6422528)
I0822 16:52:29.096006  9939 layer_factory.hpp:76] Creating layer inception_4c/5x5_reduce
I0822 16:52:29.096011  9939 net.cpp:110] Creating Layer inception_4c/5x5_reduce
I0822 16:52:29.096014  9939 net.cpp:485] inception_4c/5x5_reduce <- inception_4b/output_inception_4b/output_0_split_2
I0822 16:52:29.096019  9939 net.cpp:438] inception_4c/5x5_reduce -> inception_4c/5x5_reduce
I0822 16:52:29.096117  9939 net.cpp:155] Setting up inception_4c/5x5_reduce
I0822 16:52:29.096122  9939 net.cpp:163] Top shape: 128 24 14 14 (602112)
I0822 16:52:29.096125  9939 layer_factory.hpp:76] Creating layer inception_4c/relu_5x5_reduce
I0822 16:52:29.096129  9939 net.cpp:110] Creating Layer inception_4c/relu_5x5_reduce
I0822 16:52:29.096132  9939 net.cpp:485] inception_4c/relu_5x5_reduce <- inception_4c/5x5_reduce
I0822 16:52:29.096137  9939 net.cpp:425] inception_4c/relu_5x5_reduce -> inception_4c/5x5_reduce (in-place)
I0822 16:52:29.096142  9939 net.cpp:155] Setting up inception_4c/relu_5x5_reduce
I0822 16:52:29.096145  9939 net.cpp:163] Top shape: 128 24 14 14 (602112)
I0822 16:52:29.096148  9939 layer_factory.hpp:76] Creating layer inception_4c/5x5
I0822 16:52:29.096153  9939 net.cpp:110] Creating Layer inception_4c/5x5
I0822 16:52:29.096158  9939 net.cpp:485] inception_4c/5x5 <- inception_4c/5x5_reduce
I0822 16:52:29.096163  9939 net.cpp:438] inception_4c/5x5 -> inception_4c/5x5
I0822 16:52:29.096415  9939 net.cpp:155] Setting up inception_4c/5x5
I0822 16:52:29.096420  9939 net.cpp:163] Top shape: 128 64 14 14 (1605632)
I0822 16:52:29.096424  9939 layer_factory.hpp:76] Creating layer inception_4c/relu_5x5
I0822 16:52:29.096428  9939 net.cpp:110] Creating Layer inception_4c/relu_5x5
I0822 16:52:29.096432  9939 net.cpp:485] inception_4c/relu_5x5 <- inception_4c/5x5
I0822 16:52:29.096436  9939 net.cpp:425] inception_4c/relu_5x5 -> inception_4c/5x5 (in-place)
I0822 16:52:29.096441  9939 net.cpp:155] Setting up inception_4c/relu_5x5
I0822 16:52:29.096444  9939 net.cpp:163] Top shape: 128 64 14 14 (1605632)
I0822 16:52:29.096447  9939 layer_factory.hpp:76] Creating layer inception_4c/pool
I0822 16:52:29.096451  9939 net.cpp:110] Creating Layer inception_4c/pool
I0822 16:52:29.096454  9939 net.cpp:485] inception_4c/pool <- inception_4b/output_inception_4b/output_0_split_3
I0822 16:52:29.096458  9939 net.cpp:438] inception_4c/pool -> inception_4c/pool
I0822 16:52:29.096470  9939 net.cpp:155] Setting up inception_4c/pool
I0822 16:52:29.096475  9939 net.cpp:163] Top shape: 128 512 14 14 (12845056)
I0822 16:52:29.096477  9939 layer_factory.hpp:76] Creating layer inception_4c/pool_proj
I0822 16:52:29.096482  9939 net.cpp:110] Creating Layer inception_4c/pool_proj
I0822 16:52:29.096485  9939 net.cpp:485] inception_4c/pool_proj <- inception_4c/pool
I0822 16:52:29.096490  9939 net.cpp:438] inception_4c/pool_proj -> inception_4c/pool_proj
I0822 16:52:29.096706  9939 net.cpp:155] Setting up inception_4c/pool_proj
I0822 16:52:29.096712  9939 net.cpp:163] Top shape: 128 64 14 14 (1605632)
I0822 16:52:29.096720  9939 layer_factory.hpp:76] Creating layer inception_4c/relu_pool_proj
I0822 16:52:29.096724  9939 net.cpp:110] Creating Layer inception_4c/relu_pool_proj
I0822 16:52:29.096727  9939 net.cpp:485] inception_4c/relu_pool_proj <- inception_4c/pool_proj
I0822 16:52:29.096731  9939 net.cpp:425] inception_4c/relu_pool_proj -> inception_4c/pool_proj (in-place)
I0822 16:52:29.096737  9939 net.cpp:155] Setting up inception_4c/relu_pool_proj
I0822 16:52:29.096740  9939 net.cpp:163] Top shape: 128 64 14 14 (1605632)
I0822 16:52:29.096743  9939 layer_factory.hpp:76] Creating layer inception_4c/output
I0822 16:52:29.096747  9939 net.cpp:110] Creating Layer inception_4c/output
I0822 16:52:29.096750  9939 net.cpp:485] inception_4c/output <- inception_4c/1x1
I0822 16:52:29.096753  9939 net.cpp:485] inception_4c/output <- inception_4c/3x3
I0822 16:52:29.096757  9939 net.cpp:485] inception_4c/output <- inception_4c/5x5
I0822 16:52:29.096760  9939 net.cpp:485] inception_4c/output <- inception_4c/pool_proj
I0822 16:52:29.096765  9939 net.cpp:438] inception_4c/output -> inception_4c/output
I0822 16:52:29.096773  9939 net.cpp:155] Setting up inception_4c/output
I0822 16:52:29.096777  9939 net.cpp:163] Top shape: 128 512 14 14 (12845056)
I0822 16:52:29.096781  9939 layer_factory.hpp:76] Creating layer inception_4c/output_inception_4c/output_0_split
I0822 16:52:29.096784  9939 net.cpp:110] Creating Layer inception_4c/output_inception_4c/output_0_split
I0822 16:52:29.096787  9939 net.cpp:485] inception_4c/output_inception_4c/output_0_split <- inception_4c/output
I0822 16:52:29.096791  9939 net.cpp:438] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_0
I0822 16:52:29.096796  9939 net.cpp:438] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_1
I0822 16:52:29.096801  9939 net.cpp:438] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_2
I0822 16:52:29.096807  9939 net.cpp:438] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_3
I0822 16:52:29.096819  9939 net.cpp:155] Setting up inception_4c/output_inception_4c/output_0_split
I0822 16:52:29.096823  9939 net.cpp:163] Top shape: 128 512 14 14 (12845056)
I0822 16:52:29.096829  9939 net.cpp:163] Top shape: 128 512 14 14 (12845056)
I0822 16:52:29.096833  9939 net.cpp:163] Top shape: 128 512 14 14 (12845056)
I0822 16:52:29.096837  9939 net.cpp:163] Top shape: 128 512 14 14 (12845056)
I0822 16:52:29.096839  9939 layer_factory.hpp:76] Creating layer inception_4d/1x1
I0822 16:52:29.096844  9939 net.cpp:110] Creating Layer inception_4d/1x1
I0822 16:52:29.096848  9939 net.cpp:485] inception_4d/1x1 <- inception_4c/output_inception_4c/output_0_split_0
I0822 16:52:29.096851  9939 net.cpp:438] inception_4d/1x1 -> inception_4d/1x1
I0822 16:52:29.097213  9939 net.cpp:155] Setting up inception_4d/1x1
I0822 16:52:29.097219  9939 net.cpp:163] Top shape: 128 112 14 14 (2809856)
I0822 16:52:29.097224  9939 layer_factory.hpp:76] Creating layer inception_4d/relu_1x1
I0822 16:52:29.097229  9939 net.cpp:110] Creating Layer inception_4d/relu_1x1
I0822 16:52:29.097231  9939 net.cpp:485] inception_4d/relu_1x1 <- inception_4d/1x1
I0822 16:52:29.097235  9939 net.cpp:425] inception_4d/relu_1x1 -> inception_4d/1x1 (in-place)
I0822 16:52:29.097240  9939 net.cpp:155] Setting up inception_4d/relu_1x1
I0822 16:52:29.097244  9939 net.cpp:163] Top shape: 128 112 14 14 (2809856)
I0822 16:52:29.097247  9939 layer_factory.hpp:76] Creating layer inception_4d/3x3_reduce
I0822 16:52:29.097252  9939 net.cpp:110] Creating Layer inception_4d/3x3_reduce
I0822 16:52:29.097255  9939 net.cpp:485] inception_4d/3x3_reduce <- inception_4c/output_inception_4c/output_0_split_1
I0822 16:52:29.097259  9939 net.cpp:438] inception_4d/3x3_reduce -> inception_4d/3x3_reduce
I0822 16:52:29.097718  9939 net.cpp:155] Setting up inception_4d/3x3_reduce
I0822 16:52:29.097724  9939 net.cpp:163] Top shape: 128 144 14 14 (3612672)
I0822 16:52:29.097728  9939 layer_factory.hpp:76] Creating layer inception_4d/relu_3x3_reduce
I0822 16:52:29.097733  9939 net.cpp:110] Creating Layer inception_4d/relu_3x3_reduce
I0822 16:52:29.097736  9939 net.cpp:485] inception_4d/relu_3x3_reduce <- inception_4d/3x3_reduce
I0822 16:52:29.097740  9939 net.cpp:425] inception_4d/relu_3x3_reduce -> inception_4d/3x3_reduce (in-place)
I0822 16:52:29.097745  9939 net.cpp:155] Setting up inception_4d/relu_3x3_reduce
I0822 16:52:29.097749  9939 net.cpp:163] Top shape: 128 144 14 14 (3612672)
I0822 16:52:29.097753  9939 layer_factory.hpp:76] Creating layer inception_4d/3x3
I0822 16:52:29.097757  9939 net.cpp:110] Creating Layer inception_4d/3x3
I0822 16:52:29.097760  9939 net.cpp:485] inception_4d/3x3 <- inception_4d/3x3_reduce
I0822 16:52:29.097764  9939 net.cpp:438] inception_4d/3x3 -> inception_4d/3x3
I0822 16:52:29.100031  9939 net.cpp:155] Setting up inception_4d/3x3
I0822 16:52:29.100039  9939 net.cpp:163] Top shape: 128 288 14 14 (7225344)
I0822 16:52:29.100044  9939 layer_factory.hpp:76] Creating layer inception_4d/relu_3x3
I0822 16:52:29.100049  9939 net.cpp:110] Creating Layer inception_4d/relu_3x3
I0822 16:52:29.100051  9939 net.cpp:485] inception_4d/relu_3x3 <- inception_4d/3x3
I0822 16:52:29.100055  9939 net.cpp:425] inception_4d/relu_3x3 -> inception_4d/3x3 (in-place)
I0822 16:52:29.100061  9939 net.cpp:155] Setting up inception_4d/relu_3x3
I0822 16:52:29.100065  9939 net.cpp:163] Top shape: 128 288 14 14 (7225344)
I0822 16:52:29.100069  9939 layer_factory.hpp:76] Creating layer inception_4d/5x5_reduce
I0822 16:52:29.100074  9939 net.cpp:110] Creating Layer inception_4d/5x5_reduce
I0822 16:52:29.100077  9939 net.cpp:485] inception_4d/5x5_reduce <- inception_4c/output_inception_4c/output_0_split_2
I0822 16:52:29.100081  9939 net.cpp:438] inception_4d/5x5_reduce -> inception_4d/5x5_reduce
I0822 16:52:29.100215  9939 net.cpp:155] Setting up inception_4d/5x5_reduce
I0822 16:52:29.100220  9939 net.cpp:163] Top shape: 128 32 14 14 (802816)
I0822 16:52:29.100225  9939 layer_factory.hpp:76] Creating layer inception_4d/relu_5x5_reduce
I0822 16:52:29.100229  9939 net.cpp:110] Creating Layer inception_4d/relu_5x5_reduce
I0822 16:52:29.100232  9939 net.cpp:485] inception_4d/relu_5x5_reduce <- inception_4d/5x5_reduce
I0822 16:52:29.100239  9939 net.cpp:425] inception_4d/relu_5x5_reduce -> inception_4d/5x5_reduce (in-place)
I0822 16:52:29.100245  9939 net.cpp:155] Setting up inception_4d/relu_5x5_reduce
I0822 16:52:29.100250  9939 net.cpp:163] Top shape: 128 32 14 14 (802816)
I0822 16:52:29.100252  9939 layer_factory.hpp:76] Creating layer inception_4d/5x5
I0822 16:52:29.100257  9939 net.cpp:110] Creating Layer inception_4d/5x5
I0822 16:52:29.100260  9939 net.cpp:485] inception_4d/5x5 <- inception_4d/5x5_reduce
I0822 16:52:29.100265  9939 net.cpp:438] inception_4d/5x5 -> inception_4d/5x5
I0822 16:52:29.100594  9939 net.cpp:155] Setting up inception_4d/5x5
I0822 16:52:29.100599  9939 net.cpp:163] Top shape: 128 64 14 14 (1605632)
I0822 16:52:29.100603  9939 layer_factory.hpp:76] Creating layer inception_4d/relu_5x5
I0822 16:52:29.100608  9939 net.cpp:110] Creating Layer inception_4d/relu_5x5
I0822 16:52:29.100611  9939 net.cpp:485] inception_4d/relu_5x5 <- inception_4d/5x5
I0822 16:52:29.100615  9939 net.cpp:425] inception_4d/relu_5x5 -> inception_4d/5x5 (in-place)
I0822 16:52:29.100620  9939 net.cpp:155] Setting up inception_4d/relu_5x5
I0822 16:52:29.100623  9939 net.cpp:163] Top shape: 128 64 14 14 (1605632)
I0822 16:52:29.100626  9939 layer_factory.hpp:76] Creating layer inception_4d/pool
I0822 16:52:29.100631  9939 net.cpp:110] Creating Layer inception_4d/pool
I0822 16:52:29.100635  9939 net.cpp:485] inception_4d/pool <- inception_4c/output_inception_4c/output_0_split_3
I0822 16:52:29.100638  9939 net.cpp:438] inception_4d/pool -> inception_4d/pool
I0822 16:52:29.100649  9939 net.cpp:155] Setting up inception_4d/pool
I0822 16:52:29.100653  9939 net.cpp:163] Top shape: 128 512 14 14 (12845056)
I0822 16:52:29.100656  9939 layer_factory.hpp:76] Creating layer inception_4d/pool_proj
I0822 16:52:29.100661  9939 net.cpp:110] Creating Layer inception_4d/pool_proj
I0822 16:52:29.100664  9939 net.cpp:485] inception_4d/pool_proj <- inception_4d/pool
I0822 16:52:29.100668  9939 net.cpp:438] inception_4d/pool_proj -> inception_4d/pool_proj
I0822 16:52:29.100885  9939 net.cpp:155] Setting up inception_4d/pool_proj
I0822 16:52:29.100891  9939 net.cpp:163] Top shape: 128 64 14 14 (1605632)
I0822 16:52:29.100895  9939 layer_factory.hpp:76] Creating layer inception_4d/relu_pool_proj
I0822 16:52:29.100900  9939 net.cpp:110] Creating Layer inception_4d/relu_pool_proj
I0822 16:52:29.100903  9939 net.cpp:485] inception_4d/relu_pool_proj <- inception_4d/pool_proj
I0822 16:52:29.100906  9939 net.cpp:425] inception_4d/relu_pool_proj -> inception_4d/pool_proj (in-place)
I0822 16:52:29.100911  9939 net.cpp:155] Setting up inception_4d/relu_pool_proj
I0822 16:52:29.100915  9939 net.cpp:163] Top shape: 128 64 14 14 (1605632)
I0822 16:52:29.100919  9939 layer_factory.hpp:76] Creating layer inception_4d/output
I0822 16:52:29.100922  9939 net.cpp:110] Creating Layer inception_4d/output
I0822 16:52:29.100925  9939 net.cpp:485] inception_4d/output <- inception_4d/1x1
I0822 16:52:29.100929  9939 net.cpp:485] inception_4d/output <- inception_4d/3x3
I0822 16:52:29.100932  9939 net.cpp:485] inception_4d/output <- inception_4d/5x5
I0822 16:52:29.100935  9939 net.cpp:485] inception_4d/output <- inception_4d/pool_proj
I0822 16:52:29.100939  9939 net.cpp:438] inception_4d/output -> inception_4d/output
I0822 16:52:29.100947  9939 net.cpp:155] Setting up inception_4d/output
I0822 16:52:29.100951  9939 net.cpp:163] Top shape: 128 528 14 14 (13246464)
I0822 16:52:29.100955  9939 layer_factory.hpp:76] Creating layer inception_4d/output_inception_4d/output_0_split
I0822 16:52:29.100960  9939 net.cpp:110] Creating Layer inception_4d/output_inception_4d/output_0_split
I0822 16:52:29.100962  9939 net.cpp:485] inception_4d/output_inception_4d/output_0_split <- inception_4d/output
I0822 16:52:29.100965  9939 net.cpp:438] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_0
I0822 16:52:29.100970  9939 net.cpp:438] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_1
I0822 16:52:29.100975  9939 net.cpp:438] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_2
I0822 16:52:29.100983  9939 net.cpp:438] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_3
I0822 16:52:29.100996  9939 net.cpp:155] Setting up inception_4d/output_inception_4d/output_0_split
I0822 16:52:29.100999  9939 net.cpp:163] Top shape: 128 528 14 14 (13246464)
I0822 16:52:29.101002  9939 net.cpp:163] Top shape: 128 528 14 14 (13246464)
I0822 16:52:29.101006  9939 net.cpp:163] Top shape: 128 528 14 14 (13246464)
I0822 16:52:29.101008  9939 net.cpp:163] Top shape: 128 528 14 14 (13246464)
I0822 16:52:29.101011  9939 layer_factory.hpp:76] Creating layer inception_4e/1x1
I0822 16:52:29.101017  9939 net.cpp:110] Creating Layer inception_4e/1x1
I0822 16:52:29.101021  9939 net.cpp:485] inception_4e/1x1 <- inception_4d/output_inception_4d/output_0_split_0
I0822 16:52:29.101024  9939 net.cpp:438] inception_4e/1x1 -> inception_4e/1x1
I0822 16:52:29.101843  9939 net.cpp:155] Setting up inception_4e/1x1
I0822 16:52:29.101850  9939 net.cpp:163] Top shape: 128 256 14 14 (6422528)
I0822 16:52:29.101855  9939 layer_factory.hpp:76] Creating layer inception_4e/relu_1x1
I0822 16:52:29.101858  9939 net.cpp:110] Creating Layer inception_4e/relu_1x1
I0822 16:52:29.101861  9939 net.cpp:485] inception_4e/relu_1x1 <- inception_4e/1x1
I0822 16:52:29.101866  9939 net.cpp:425] inception_4e/relu_1x1 -> inception_4e/1x1 (in-place)
I0822 16:52:29.101871  9939 net.cpp:155] Setting up inception_4e/relu_1x1
I0822 16:52:29.101874  9939 net.cpp:163] Top shape: 128 256 14 14 (6422528)
I0822 16:52:29.101877  9939 layer_factory.hpp:76] Creating layer inception_4e/3x3_reduce
I0822 16:52:29.101882  9939 net.cpp:110] Creating Layer inception_4e/3x3_reduce
I0822 16:52:29.101886  9939 net.cpp:485] inception_4e/3x3_reduce <- inception_4d/output_inception_4d/output_0_split_1
I0822 16:52:29.101889  9939 net.cpp:438] inception_4e/3x3_reduce -> inception_4e/3x3_reduce
I0822 16:52:29.102414  9939 net.cpp:155] Setting up inception_4e/3x3_reduce
I0822 16:52:29.102419  9939 net.cpp:163] Top shape: 128 160 14 14 (4014080)
I0822 16:52:29.102424  9939 layer_factory.hpp:76] Creating layer inception_4e/relu_3x3_reduce
I0822 16:52:29.102429  9939 net.cpp:110] Creating Layer inception_4e/relu_3x3_reduce
I0822 16:52:29.102432  9939 net.cpp:485] inception_4e/relu_3x3_reduce <- inception_4e/3x3_reduce
I0822 16:52:29.102437  9939 net.cpp:425] inception_4e/relu_3x3_reduce -> inception_4e/3x3_reduce (in-place)
I0822 16:52:29.102442  9939 net.cpp:155] Setting up inception_4e/relu_3x3_reduce
I0822 16:52:29.102445  9939 net.cpp:163] Top shape: 128 160 14 14 (4014080)
I0822 16:52:29.102448  9939 layer_factory.hpp:76] Creating layer inception_4e/3x3
I0822 16:52:29.102453  9939 net.cpp:110] Creating Layer inception_4e/3x3
I0822 16:52:29.102457  9939 net.cpp:485] inception_4e/3x3 <- inception_4e/3x3_reduce
I0822 16:52:29.102460  9939 net.cpp:438] inception_4e/3x3 -> inception_4e/3x3
I0822 16:52:29.105226  9939 net.cpp:155] Setting up inception_4e/3x3
I0822 16:52:29.105233  9939 net.cpp:163] Top shape: 128 320 14 14 (8028160)
I0822 16:52:29.105238  9939 layer_factory.hpp:76] Creating layer inception_4e/relu_3x3
I0822 16:52:29.105243  9939 net.cpp:110] Creating Layer inception_4e/relu_3x3
I0822 16:52:29.105247  9939 net.cpp:485] inception_4e/relu_3x3 <- inception_4e/3x3
I0822 16:52:29.105250  9939 net.cpp:425] inception_4e/relu_3x3 -> inception_4e/3x3 (in-place)
I0822 16:52:29.105255  9939 net.cpp:155] Setting up inception_4e/relu_3x3
I0822 16:52:29.105259  9939 net.cpp:163] Top shape: 128 320 14 14 (8028160)
I0822 16:52:29.105262  9939 layer_factory.hpp:76] Creating layer inception_4e/5x5_reduce
I0822 16:52:29.105268  9939 net.cpp:110] Creating Layer inception_4e/5x5_reduce
I0822 16:52:29.105270  9939 net.cpp:485] inception_4e/5x5_reduce <- inception_4d/output_inception_4d/output_0_split_2
I0822 16:52:29.105275  9939 net.cpp:438] inception_4e/5x5_reduce -> inception_4e/5x5_reduce
I0822 16:52:29.105397  9939 net.cpp:155] Setting up inception_4e/5x5_reduce
I0822 16:52:29.105406  9939 net.cpp:163] Top shape: 128 32 14 14 (802816)
I0822 16:52:29.105411  9939 layer_factory.hpp:76] Creating layer inception_4e/relu_5x5_reduce
I0822 16:52:29.105415  9939 net.cpp:110] Creating Layer inception_4e/relu_5x5_reduce
I0822 16:52:29.105418  9939 net.cpp:485] inception_4e/relu_5x5_reduce <- inception_4e/5x5_reduce
I0822 16:52:29.105422  9939 net.cpp:425] inception_4e/relu_5x5_reduce -> inception_4e/5x5_reduce (in-place)
I0822 16:52:29.105427  9939 net.cpp:155] Setting up inception_4e/relu_5x5_reduce
I0822 16:52:29.105432  9939 net.cpp:163] Top shape: 128 32 14 14 (802816)
I0822 16:52:29.105433  9939 layer_factory.hpp:76] Creating layer inception_4e/5x5
I0822 16:52:29.105439  9939 net.cpp:110] Creating Layer inception_4e/5x5
I0822 16:52:29.105442  9939 net.cpp:485] inception_4e/5x5 <- inception_4e/5x5_reduce
I0822 16:52:29.105447  9939 net.cpp:438] inception_4e/5x5 -> inception_4e/5x5
I0822 16:52:29.106076  9939 net.cpp:155] Setting up inception_4e/5x5
I0822 16:52:29.106081  9939 net.cpp:163] Top shape: 128 128 14 14 (3211264)
I0822 16:52:29.106086  9939 layer_factory.hpp:76] Creating layer inception_4e/relu_5x5
I0822 16:52:29.106091  9939 net.cpp:110] Creating Layer inception_4e/relu_5x5
I0822 16:52:29.106094  9939 net.cpp:485] inception_4e/relu_5x5 <- inception_4e/5x5
I0822 16:52:29.106098  9939 net.cpp:425] inception_4e/relu_5x5 -> inception_4e/5x5 (in-place)
I0822 16:52:29.106103  9939 net.cpp:155] Setting up inception_4e/relu_5x5
I0822 16:52:29.106106  9939 net.cpp:163] Top shape: 128 128 14 14 (3211264)
I0822 16:52:29.106109  9939 layer_factory.hpp:76] Creating layer inception_4e/pool
I0822 16:52:29.106114  9939 net.cpp:110] Creating Layer inception_4e/pool
I0822 16:52:29.106117  9939 net.cpp:485] inception_4e/pool <- inception_4d/output_inception_4d/output_0_split_3
I0822 16:52:29.106122  9939 net.cpp:438] inception_4e/pool -> inception_4e/pool
I0822 16:52:29.106132  9939 net.cpp:155] Setting up inception_4e/pool
I0822 16:52:29.106137  9939 net.cpp:163] Top shape: 128 528 14 14 (13246464)
I0822 16:52:29.106139  9939 layer_factory.hpp:76] Creating layer inception_4e/pool_proj
I0822 16:52:29.106145  9939 net.cpp:110] Creating Layer inception_4e/pool_proj
I0822 16:52:29.106148  9939 net.cpp:485] inception_4e/pool_proj <- inception_4e/pool
I0822 16:52:29.106153  9939 net.cpp:438] inception_4e/pool_proj -> inception_4e/pool_proj
I0822 16:52:29.106575  9939 net.cpp:155] Setting up inception_4e/pool_proj
I0822 16:52:29.106580  9939 net.cpp:163] Top shape: 128 128 14 14 (3211264)
I0822 16:52:29.106585  9939 layer_factory.hpp:76] Creating layer inception_4e/relu_pool_proj
I0822 16:52:29.106590  9939 net.cpp:110] Creating Layer inception_4e/relu_pool_proj
I0822 16:52:29.106593  9939 net.cpp:485] inception_4e/relu_pool_proj <- inception_4e/pool_proj
I0822 16:52:29.106597  9939 net.cpp:425] inception_4e/relu_pool_proj -> inception_4e/pool_proj (in-place)
I0822 16:52:29.106602  9939 net.cpp:155] Setting up inception_4e/relu_pool_proj
I0822 16:52:29.106606  9939 net.cpp:163] Top shape: 128 128 14 14 (3211264)
I0822 16:52:29.106608  9939 layer_factory.hpp:76] Creating layer inception_4e/output
I0822 16:52:29.106613  9939 net.cpp:110] Creating Layer inception_4e/output
I0822 16:52:29.106616  9939 net.cpp:485] inception_4e/output <- inception_4e/1x1
I0822 16:52:29.106619  9939 net.cpp:485] inception_4e/output <- inception_4e/3x3
I0822 16:52:29.106622  9939 net.cpp:485] inception_4e/output <- inception_4e/5x5
I0822 16:52:29.106626  9939 net.cpp:485] inception_4e/output <- inception_4e/pool_proj
I0822 16:52:29.106629  9939 net.cpp:438] inception_4e/output -> inception_4e/output
I0822 16:52:29.106638  9939 net.cpp:155] Setting up inception_4e/output
I0822 16:52:29.106642  9939 net.cpp:163] Top shape: 128 832 14 14 (20873216)
I0822 16:52:29.106644  9939 layer_factory.hpp:76] Creating layer pool4/3x3_s2
I0822 16:52:29.106649  9939 net.cpp:110] Creating Layer pool4/3x3_s2
I0822 16:52:29.106652  9939 net.cpp:485] pool4/3x3_s2 <- inception_4e/output
I0822 16:52:29.106657  9939 net.cpp:438] pool4/3x3_s2 -> pool4/3x3_s2
I0822 16:52:29.106669  9939 net.cpp:155] Setting up pool4/3x3_s2
I0822 16:52:29.106674  9939 net.cpp:163] Top shape: 128 832 7 7 (5218304)
I0822 16:52:29.106678  9939 layer_factory.hpp:76] Creating layer pool4/3x3_s2_pool4/3x3_s2_0_split
I0822 16:52:29.106681  9939 net.cpp:110] Creating Layer pool4/3x3_s2_pool4/3x3_s2_0_split
I0822 16:52:29.106684  9939 net.cpp:485] pool4/3x3_s2_pool4/3x3_s2_0_split <- pool4/3x3_s2
I0822 16:52:29.106688  9939 net.cpp:438] pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_0
I0822 16:52:29.106693  9939 net.cpp:438] pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_1
I0822 16:52:29.106699  9939 net.cpp:438] pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_2
I0822 16:52:29.106703  9939 net.cpp:438] pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_3
I0822 16:52:29.106731  9939 net.cpp:155] Setting up pool4/3x3_s2_pool4/3x3_s2_0_split
I0822 16:52:29.106736  9939 net.cpp:163] Top shape: 128 832 7 7 (5218304)
I0822 16:52:29.106740  9939 net.cpp:163] Top shape: 128 832 7 7 (5218304)
I0822 16:52:29.106744  9939 net.cpp:163] Top shape: 128 832 7 7 (5218304)
I0822 16:52:29.106747  9939 net.cpp:163] Top shape: 128 832 7 7 (5218304)
I0822 16:52:29.106750  9939 layer_factory.hpp:76] Creating layer inception_5a/1x1
I0822 16:52:29.106756  9939 net.cpp:110] Creating Layer inception_5a/1x1
I0822 16:52:29.106760  9939 net.cpp:485] inception_5a/1x1 <- pool4/3x3_s2_pool4/3x3_s2_0_split_0
I0822 16:52:29.106765  9939 net.cpp:438] inception_5a/1x1 -> inception_5a/1x1
I0822 16:52:29.108057  9939 net.cpp:155] Setting up inception_5a/1x1
I0822 16:52:29.108062  9939 net.cpp:163] Top shape: 128 256 7 7 (1605632)
I0822 16:52:29.108067  9939 layer_factory.hpp:76] Creating layer inception_5a/relu_1x1
I0822 16:52:29.108072  9939 net.cpp:110] Creating Layer inception_5a/relu_1x1
I0822 16:52:29.108075  9939 net.cpp:485] inception_5a/relu_1x1 <- inception_5a/1x1
I0822 16:52:29.108079  9939 net.cpp:425] inception_5a/relu_1x1 -> inception_5a/1x1 (in-place)
I0822 16:52:29.108084  9939 net.cpp:155] Setting up inception_5a/relu_1x1
I0822 16:52:29.108088  9939 net.cpp:163] Top shape: 128 256 7 7 (1605632)
I0822 16:52:29.108091  9939 layer_factory.hpp:76] Creating layer inception_5a/3x3_reduce
I0822 16:52:29.108096  9939 net.cpp:110] Creating Layer inception_5a/3x3_reduce
I0822 16:52:29.108099  9939 net.cpp:485] inception_5a/3x3_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_1
I0822 16:52:29.108104  9939 net.cpp:438] inception_5a/3x3_reduce -> inception_5a/3x3_reduce
I0822 16:52:29.108916  9939 net.cpp:155] Setting up inception_5a/3x3_reduce
I0822 16:52:29.108922  9939 net.cpp:163] Top shape: 128 160 7 7 (1003520)
I0822 16:52:29.108927  9939 layer_factory.hpp:76] Creating layer inception_5a/relu_3x3_reduce
I0822 16:52:29.108932  9939 net.cpp:110] Creating Layer inception_5a/relu_3x3_reduce
I0822 16:52:29.108934  9939 net.cpp:485] inception_5a/relu_3x3_reduce <- inception_5a/3x3_reduce
I0822 16:52:29.108938  9939 net.cpp:425] inception_5a/relu_3x3_reduce -> inception_5a/3x3_reduce (in-place)
I0822 16:52:29.108943  9939 net.cpp:155] Setting up inception_5a/relu_3x3_reduce
I0822 16:52:29.108947  9939 net.cpp:163] Top shape: 128 160 7 7 (1003520)
I0822 16:52:29.108950  9939 layer_factory.hpp:76] Creating layer inception_5a/3x3
I0822 16:52:29.108955  9939 net.cpp:110] Creating Layer inception_5a/3x3
I0822 16:52:29.108958  9939 net.cpp:485] inception_5a/3x3 <- inception_5a/3x3_reduce
I0822 16:52:29.108963  9939 net.cpp:438] inception_5a/3x3 -> inception_5a/3x3
I0822 16:52:29.111729  9939 net.cpp:155] Setting up inception_5a/3x3
I0822 16:52:29.111735  9939 net.cpp:163] Top shape: 128 320 7 7 (2007040)
I0822 16:52:29.111742  9939 layer_factory.hpp:76] Creating layer inception_5a/relu_3x3
I0822 16:52:29.111745  9939 net.cpp:110] Creating Layer inception_5a/relu_3x3
I0822 16:52:29.111748  9939 net.cpp:485] inception_5a/relu_3x3 <- inception_5a/3x3
I0822 16:52:29.111752  9939 net.cpp:425] inception_5a/relu_3x3 -> inception_5a/3x3 (in-place)
I0822 16:52:29.111762  9939 net.cpp:155] Setting up inception_5a/relu_3x3
I0822 16:52:29.111765  9939 net.cpp:163] Top shape: 128 320 7 7 (2007040)
I0822 16:52:29.111768  9939 layer_factory.hpp:76] Creating layer inception_5a/5x5_reduce
I0822 16:52:29.111774  9939 net.cpp:110] Creating Layer inception_5a/5x5_reduce
I0822 16:52:29.111778  9939 net.cpp:485] inception_5a/5x5_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_2
I0822 16:52:29.111783  9939 net.cpp:438] inception_5a/5x5_reduce -> inception_5a/5x5_reduce
I0822 16:52:29.111964  9939 net.cpp:155] Setting up inception_5a/5x5_reduce
I0822 16:52:29.111969  9939 net.cpp:163] Top shape: 128 32 7 7 (200704)
I0822 16:52:29.111974  9939 layer_factory.hpp:76] Creating layer inception_5a/relu_5x5_reduce
I0822 16:52:29.111979  9939 net.cpp:110] Creating Layer inception_5a/relu_5x5_reduce
I0822 16:52:29.111981  9939 net.cpp:485] inception_5a/relu_5x5_reduce <- inception_5a/5x5_reduce
I0822 16:52:29.111985  9939 net.cpp:425] inception_5a/relu_5x5_reduce -> inception_5a/5x5_reduce (in-place)
I0822 16:52:29.111990  9939 net.cpp:155] Setting up inception_5a/relu_5x5_reduce
I0822 16:52:29.111994  9939 net.cpp:163] Top shape: 128 32 7 7 (200704)
I0822 16:52:29.111997  9939 layer_factory.hpp:76] Creating layer inception_5a/5x5
I0822 16:52:29.112002  9939 net.cpp:110] Creating Layer inception_5a/5x5
I0822 16:52:29.112005  9939 net.cpp:485] inception_5a/5x5 <- inception_5a/5x5_reduce
I0822 16:52:29.112010  9939 net.cpp:438] inception_5a/5x5 -> inception_5a/5x5
I0822 16:52:29.112638  9939 net.cpp:155] Setting up inception_5a/5x5
I0822 16:52:29.112643  9939 net.cpp:163] Top shape: 128 128 7 7 (802816)
I0822 16:52:29.112648  9939 layer_factory.hpp:76] Creating layer inception_5a/relu_5x5
I0822 16:52:29.112653  9939 net.cpp:110] Creating Layer inception_5a/relu_5x5
I0822 16:52:29.112656  9939 net.cpp:485] inception_5a/relu_5x5 <- inception_5a/5x5
I0822 16:52:29.112660  9939 net.cpp:425] inception_5a/relu_5x5 -> inception_5a/5x5 (in-place)
I0822 16:52:29.112665  9939 net.cpp:155] Setting up inception_5a/relu_5x5
I0822 16:52:29.112668  9939 net.cpp:163] Top shape: 128 128 7 7 (802816)
I0822 16:52:29.112671  9939 layer_factory.hpp:76] Creating layer inception_5a/pool
I0822 16:52:29.112676  9939 net.cpp:110] Creating Layer inception_5a/pool
I0822 16:52:29.112679  9939 net.cpp:485] inception_5a/pool <- pool4/3x3_s2_pool4/3x3_s2_0_split_3
I0822 16:52:29.112684  9939 net.cpp:438] inception_5a/pool -> inception_5a/pool
I0822 16:52:29.112694  9939 net.cpp:155] Setting up inception_5a/pool
I0822 16:52:29.112699  9939 net.cpp:163] Top shape: 128 832 7 7 (5218304)
I0822 16:52:29.112701  9939 layer_factory.hpp:76] Creating layer inception_5a/pool_proj
I0822 16:52:29.112706  9939 net.cpp:110] Creating Layer inception_5a/pool_proj
I0822 16:52:29.112709  9939 net.cpp:485] inception_5a/pool_proj <- inception_5a/pool
I0822 16:52:29.112714  9939 net.cpp:438] inception_5a/pool_proj -> inception_5a/pool_proj
I0822 16:52:29.113368  9939 net.cpp:155] Setting up inception_5a/pool_proj
I0822 16:52:29.113373  9939 net.cpp:163] Top shape: 128 128 7 7 (802816)
I0822 16:52:29.113379  9939 layer_factory.hpp:76] Creating layer inception_5a/relu_pool_proj
I0822 16:52:29.113386  9939 net.cpp:110] Creating Layer inception_5a/relu_pool_proj
I0822 16:52:29.113390  9939 net.cpp:485] inception_5a/relu_pool_proj <- inception_5a/pool_proj
I0822 16:52:29.113394  9939 net.cpp:425] inception_5a/relu_pool_proj -> inception_5a/pool_proj (in-place)
I0822 16:52:29.113399  9939 net.cpp:155] Setting up inception_5a/relu_pool_proj
I0822 16:52:29.113404  9939 net.cpp:163] Top shape: 128 128 7 7 (802816)
I0822 16:52:29.113406  9939 layer_factory.hpp:76] Creating layer inception_5a/output
I0822 16:52:29.113410  9939 net.cpp:110] Creating Layer inception_5a/output
I0822 16:52:29.113414  9939 net.cpp:485] inception_5a/output <- inception_5a/1x1
I0822 16:52:29.113416  9939 net.cpp:485] inception_5a/output <- inception_5a/3x3
I0822 16:52:29.113420  9939 net.cpp:485] inception_5a/output <- inception_5a/5x5
I0822 16:52:29.113426  9939 net.cpp:485] inception_5a/output <- inception_5a/pool_proj
I0822 16:52:29.113430  9939 net.cpp:438] inception_5a/output -> inception_5a/output
I0822 16:52:29.113438  9939 net.cpp:155] Setting up inception_5a/output
I0822 16:52:29.113442  9939 net.cpp:163] Top shape: 128 832 7 7 (5218304)
I0822 16:52:29.113445  9939 layer_factory.hpp:76] Creating layer inception_5a/output_inception_5a/output_0_split
I0822 16:52:29.113451  9939 net.cpp:110] Creating Layer inception_5a/output_inception_5a/output_0_split
I0822 16:52:29.113453  9939 net.cpp:485] inception_5a/output_inception_5a/output_0_split <- inception_5a/output
I0822 16:52:29.113458  9939 net.cpp:438] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_0
I0822 16:52:29.113463  9939 net.cpp:438] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_1
I0822 16:52:29.113468  9939 net.cpp:438] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_2
I0822 16:52:29.113473  9939 net.cpp:438] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_3
I0822 16:52:29.113484  9939 net.cpp:155] Setting up inception_5a/output_inception_5a/output_0_split
I0822 16:52:29.113488  9939 net.cpp:163] Top shape: 128 832 7 7 (5218304)
I0822 16:52:29.113492  9939 net.cpp:163] Top shape: 128 832 7 7 (5218304)
I0822 16:52:29.113494  9939 net.cpp:163] Top shape: 128 832 7 7 (5218304)
I0822 16:52:29.113497  9939 net.cpp:163] Top shape: 128 832 7 7 (5218304)
I0822 16:52:29.113500  9939 layer_factory.hpp:76] Creating layer inception_5b/1x1
I0822 16:52:29.113507  9939 net.cpp:110] Creating Layer inception_5b/1x1
I0822 16:52:29.113509  9939 net.cpp:485] inception_5b/1x1 <- inception_5a/output_inception_5a/output_0_split_0
I0822 16:52:29.113514  9939 net.cpp:438] inception_5b/1x1 -> inception_5b/1x1
I0822 16:52:29.115444  9939 net.cpp:155] Setting up inception_5b/1x1
I0822 16:52:29.115452  9939 net.cpp:163] Top shape: 128 384 7 7 (2408448)
I0822 16:52:29.115456  9939 layer_factory.hpp:76] Creating layer inception_5b/relu_1x1
I0822 16:52:29.115461  9939 net.cpp:110] Creating Layer inception_5b/relu_1x1
I0822 16:52:29.115464  9939 net.cpp:485] inception_5b/relu_1x1 <- inception_5b/1x1
I0822 16:52:29.115468  9939 net.cpp:425] inception_5b/relu_1x1 -> inception_5b/1x1 (in-place)
I0822 16:52:29.115478  9939 net.cpp:155] Setting up inception_5b/relu_1x1
I0822 16:52:29.115483  9939 net.cpp:163] Top shape: 128 384 7 7 (2408448)
I0822 16:52:29.115485  9939 layer_factory.hpp:76] Creating layer inception_5b/3x3_reduce
I0822 16:52:29.115490  9939 net.cpp:110] Creating Layer inception_5b/3x3_reduce
I0822 16:52:29.115494  9939 net.cpp:485] inception_5b/3x3_reduce <- inception_5a/output_inception_5a/output_0_split_1
I0822 16:52:29.115499  9939 net.cpp:438] inception_5b/3x3_reduce -> inception_5b/3x3_reduce
I0822 16:52:29.116462  9939 net.cpp:155] Setting up inception_5b/3x3_reduce
I0822 16:52:29.116468  9939 net.cpp:163] Top shape: 128 192 7 7 (1204224)
I0822 16:52:29.116473  9939 layer_factory.hpp:76] Creating layer inception_5b/relu_3x3_reduce
I0822 16:52:29.116477  9939 net.cpp:110] Creating Layer inception_5b/relu_3x3_reduce
I0822 16:52:29.116482  9939 net.cpp:485] inception_5b/relu_3x3_reduce <- inception_5b/3x3_reduce
I0822 16:52:29.116484  9939 net.cpp:425] inception_5b/relu_3x3_reduce -> inception_5b/3x3_reduce (in-place)
I0822 16:52:29.116490  9939 net.cpp:155] Setting up inception_5b/relu_3x3_reduce
I0822 16:52:29.116494  9939 net.cpp:163] Top shape: 128 192 7 7 (1204224)
I0822 16:52:29.116497  9939 layer_factory.hpp:76] Creating layer inception_5b/3x3
I0822 16:52:29.116503  9939 net.cpp:110] Creating Layer inception_5b/3x3
I0822 16:52:29.116505  9939 net.cpp:485] inception_5b/3x3 <- inception_5b/3x3_reduce
I0822 16:52:29.116510  9939 net.cpp:438] inception_5b/3x3 -> inception_5b/3x3
I0822 16:52:29.120455  9939 net.cpp:155] Setting up inception_5b/3x3
I0822 16:52:29.120463  9939 net.cpp:163] Top shape: 128 384 7 7 (2408448)
I0822 16:52:29.120471  9939 layer_factory.hpp:76] Creating layer inception_5b/relu_3x3
I0822 16:52:29.120476  9939 net.cpp:110] Creating Layer inception_5b/relu_3x3
I0822 16:52:29.120481  9939 net.cpp:485] inception_5b/relu_3x3 <- inception_5b/3x3
I0822 16:52:29.120484  9939 net.cpp:425] inception_5b/relu_3x3 -> inception_5b/3x3 (in-place)
I0822 16:52:29.120489  9939 net.cpp:155] Setting up inception_5b/relu_3x3
I0822 16:52:29.120493  9939 net.cpp:163] Top shape: 128 384 7 7 (2408448)
I0822 16:52:29.120496  9939 layer_factory.hpp:76] Creating layer inception_5b/5x5_reduce
I0822 16:52:29.120501  9939 net.cpp:110] Creating Layer inception_5b/5x5_reduce
I0822 16:52:29.120504  9939 net.cpp:485] inception_5b/5x5_reduce <- inception_5a/output_inception_5a/output_0_split_2
I0822 16:52:29.120509  9939 net.cpp:438] inception_5b/5x5_reduce -> inception_5b/5x5_reduce
I0822 16:52:29.120770  9939 net.cpp:155] Setting up inception_5b/5x5_reduce
I0822 16:52:29.120775  9939 net.cpp:163] Top shape: 128 48 7 7 (301056)
I0822 16:52:29.120780  9939 layer_factory.hpp:76] Creating layer inception_5b/relu_5x5_reduce
I0822 16:52:29.120785  9939 net.cpp:110] Creating Layer inception_5b/relu_5x5_reduce
I0822 16:52:29.120789  9939 net.cpp:485] inception_5b/relu_5x5_reduce <- inception_5b/5x5_reduce
I0822 16:52:29.120792  9939 net.cpp:425] inception_5b/relu_5x5_reduce -> inception_5b/5x5_reduce (in-place)
I0822 16:52:29.120797  9939 net.cpp:155] Setting up inception_5b/relu_5x5_reduce
I0822 16:52:29.120801  9939 net.cpp:163] Top shape: 128 48 7 7 (301056)
I0822 16:52:29.120805  9939 layer_factory.hpp:76] Creating layer inception_5b/5x5
I0822 16:52:29.120810  9939 net.cpp:110] Creating Layer inception_5b/5x5
I0822 16:52:29.120812  9939 net.cpp:485] inception_5b/5x5 <- inception_5b/5x5_reduce
I0822 16:52:29.120817  9939 net.cpp:438] inception_5b/5x5 -> inception_5b/5x5
I0822 16:52:29.121747  9939 net.cpp:155] Setting up inception_5b/5x5
I0822 16:52:29.121753  9939 net.cpp:163] Top shape: 128 128 7 7 (802816)
I0822 16:52:29.121758  9939 layer_factory.hpp:76] Creating layer inception_5b/relu_5x5
I0822 16:52:29.121762  9939 net.cpp:110] Creating Layer inception_5b/relu_5x5
I0822 16:52:29.121765  9939 net.cpp:485] inception_5b/relu_5x5 <- inception_5b/5x5
I0822 16:52:29.121770  9939 net.cpp:425] inception_5b/relu_5x5 -> inception_5b/5x5 (in-place)
I0822 16:52:29.121775  9939 net.cpp:155] Setting up inception_5b/relu_5x5
I0822 16:52:29.121779  9939 net.cpp:163] Top shape: 128 128 7 7 (802816)
I0822 16:52:29.121781  9939 layer_factory.hpp:76] Creating layer inception_5b/pool
I0822 16:52:29.121786  9939 net.cpp:110] Creating Layer inception_5b/pool
I0822 16:52:29.121790  9939 net.cpp:485] inception_5b/pool <- inception_5a/output_inception_5a/output_0_split_3
I0822 16:52:29.121794  9939 net.cpp:438] inception_5b/pool -> inception_5b/pool
I0822 16:52:29.121805  9939 net.cpp:155] Setting up inception_5b/pool
I0822 16:52:29.121809  9939 net.cpp:163] Top shape: 128 832 7 7 (5218304)
I0822 16:52:29.121812  9939 layer_factory.hpp:76] Creating layer inception_5b/pool_proj
I0822 16:52:29.121819  9939 net.cpp:110] Creating Layer inception_5b/pool_proj
I0822 16:52:29.121821  9939 net.cpp:485] inception_5b/pool_proj <- inception_5b/pool
I0822 16:52:29.121826  9939 net.cpp:438] inception_5b/pool_proj -> inception_5b/pool_proj
I0822 16:52:29.122478  9939 net.cpp:155] Setting up inception_5b/pool_proj
I0822 16:52:29.122483  9939 net.cpp:163] Top shape: 128 128 7 7 (802816)
I0822 16:52:29.122488  9939 layer_factory.hpp:76] Creating layer inception_5b/relu_pool_proj
I0822 16:52:29.122493  9939 net.cpp:110] Creating Layer inception_5b/relu_pool_proj
I0822 16:52:29.122495  9939 net.cpp:485] inception_5b/relu_pool_proj <- inception_5b/pool_proj
I0822 16:52:29.122499  9939 net.cpp:425] inception_5b/relu_pool_proj -> inception_5b/pool_proj (in-place)
I0822 16:52:29.122504  9939 net.cpp:155] Setting up inception_5b/relu_pool_proj
I0822 16:52:29.122509  9939 net.cpp:163] Top shape: 128 128 7 7 (802816)
I0822 16:52:29.122511  9939 layer_factory.hpp:76] Creating layer inception_5b/output
I0822 16:52:29.122519  9939 net.cpp:110] Creating Layer inception_5b/output
I0822 16:52:29.122522  9939 net.cpp:485] inception_5b/output <- inception_5b/1x1
I0822 16:52:29.122526  9939 net.cpp:485] inception_5b/output <- inception_5b/3x3
I0822 16:52:29.122529  9939 net.cpp:485] inception_5b/output <- inception_5b/5x5
I0822 16:52:29.122532  9939 net.cpp:485] inception_5b/output <- inception_5b/pool_proj
I0822 16:52:29.122536  9939 net.cpp:438] inception_5b/output -> inception_5b/output
I0822 16:52:29.122545  9939 net.cpp:155] Setting up inception_5b/output
I0822 16:52:29.122550  9939 net.cpp:163] Top shape: 128 1024 7 7 (6422528)
I0822 16:52:29.122552  9939 layer_factory.hpp:76] Creating layer pool5/7x7_s1
I0822 16:52:29.122557  9939 net.cpp:110] Creating Layer pool5/7x7_s1
I0822 16:52:29.122560  9939 net.cpp:485] pool5/7x7_s1 <- inception_5b/output
I0822 16:52:29.122565  9939 net.cpp:438] pool5/7x7_s1 -> pool5/7x7_s1
I0822 16:52:29.122572  9939 net.cpp:155] Setting up pool5/7x7_s1
I0822 16:52:29.122576  9939 net.cpp:163] Top shape: 128 1024 1 1 (131072)
I0822 16:52:29.122580  9939 layer_factory.hpp:76] Creating layer fc6
I0822 16:52:29.122584  9939 net.cpp:110] Creating Layer fc6
I0822 16:52:29.122587  9939 net.cpp:485] fc6 <- pool5/7x7_s1
I0822 16:52:29.122591  9939 net.cpp:438] fc6 -> fc6
I0822 16:52:29.123620  9939 net.cpp:155] Setting up fc6
I0822 16:52:29.123628  9939 net.cpp:163] Top shape: 128 1000 (128000)
I0822 16:52:29.123635  9939 layer_factory.hpp:76] Creating layer fc6/relu
I0822 16:52:29.123639  9939 net.cpp:110] Creating Layer fc6/relu
I0822 16:52:29.123642  9939 net.cpp:485] fc6/relu <- fc6
I0822 16:52:29.123646  9939 net.cpp:425] fc6/relu -> fc6 (in-place)
I0822 16:52:29.123652  9939 net.cpp:155] Setting up fc6/relu
I0822 16:52:29.123656  9939 net.cpp:163] Top shape: 128 1000 (128000)
I0822 16:52:29.123659  9939 net.cpp:244] fc6/relu does not need backward computation.
I0822 16:52:29.123662  9939 net.cpp:244] fc6 does not need backward computation.
I0822 16:52:29.123666  9939 net.cpp:244] pool5/7x7_s1 does not need backward computation.
I0822 16:52:29.123668  9939 net.cpp:244] inception_5b/output does not need backward computation.
I0822 16:52:29.123672  9939 net.cpp:244] inception_5b/relu_pool_proj does not need backward computation.
I0822 16:52:29.123674  9939 net.cpp:244] inception_5b/pool_proj does not need backward computation.
I0822 16:52:29.123677  9939 net.cpp:244] inception_5b/pool does not need backward computation.
I0822 16:52:29.123680  9939 net.cpp:244] inception_5b/relu_5x5 does not need backward computation.
I0822 16:52:29.123683  9939 net.cpp:244] inception_5b/5x5 does not need backward computation.
I0822 16:52:29.123685  9939 net.cpp:244] inception_5b/relu_5x5_reduce does not need backward computation.
I0822 16:52:29.123688  9939 net.cpp:244] inception_5b/5x5_reduce does not need backward computation.
I0822 16:52:29.123692  9939 net.cpp:244] inception_5b/relu_3x3 does not need backward computation.
I0822 16:52:29.123694  9939 net.cpp:244] inception_5b/3x3 does not need backward computation.
I0822 16:52:29.123697  9939 net.cpp:244] inception_5b/relu_3x3_reduce does not need backward computation.
I0822 16:52:29.123699  9939 net.cpp:244] inception_5b/3x3_reduce does not need backward computation.
I0822 16:52:29.123703  9939 net.cpp:244] inception_5b/relu_1x1 does not need backward computation.
I0822 16:52:29.123705  9939 net.cpp:244] inception_5b/1x1 does not need backward computation.
I0822 16:52:29.123708  9939 net.cpp:244] inception_5a/output_inception_5a/output_0_split does not need backward computation.
I0822 16:52:29.123711  9939 net.cpp:244] inception_5a/output does not need backward computation.
I0822 16:52:29.123714  9939 net.cpp:244] inception_5a/relu_pool_proj does not need backward computation.
I0822 16:52:29.123718  9939 net.cpp:244] inception_5a/pool_proj does not need backward computation.
I0822 16:52:29.123720  9939 net.cpp:244] inception_5a/pool does not need backward computation.
I0822 16:52:29.123723  9939 net.cpp:244] inception_5a/relu_5x5 does not need backward computation.
I0822 16:52:29.123729  9939 net.cpp:244] inception_5a/5x5 does not need backward computation.
I0822 16:52:29.123733  9939 net.cpp:244] inception_5a/relu_5x5_reduce does not need backward computation.
I0822 16:52:29.123735  9939 net.cpp:244] inception_5a/5x5_reduce does not need backward computation.
I0822 16:52:29.123739  9939 net.cpp:244] inception_5a/relu_3x3 does not need backward computation.
I0822 16:52:29.123741  9939 net.cpp:244] inception_5a/3x3 does not need backward computation.
I0822 16:52:29.123744  9939 net.cpp:244] inception_5a/relu_3x3_reduce does not need backward computation.
I0822 16:52:29.123746  9939 net.cpp:244] inception_5a/3x3_reduce does not need backward computation.
I0822 16:52:29.123749  9939 net.cpp:244] inception_5a/relu_1x1 does not need backward computation.
I0822 16:52:29.123752  9939 net.cpp:244] inception_5a/1x1 does not need backward computation.
I0822 16:52:29.123755  9939 net.cpp:244] pool4/3x3_s2_pool4/3x3_s2_0_split does not need backward computation.
I0822 16:52:29.123759  9939 net.cpp:244] pool4/3x3_s2 does not need backward computation.
I0822 16:52:29.123761  9939 net.cpp:244] inception_4e/output does not need backward computation.
I0822 16:52:29.123765  9939 net.cpp:244] inception_4e/relu_pool_proj does not need backward computation.
I0822 16:52:29.123769  9939 net.cpp:244] inception_4e/pool_proj does not need backward computation.
I0822 16:52:29.123771  9939 net.cpp:244] inception_4e/pool does not need backward computation.
I0822 16:52:29.123775  9939 net.cpp:244] inception_4e/relu_5x5 does not need backward computation.
I0822 16:52:29.123778  9939 net.cpp:244] inception_4e/5x5 does not need backward computation.
I0822 16:52:29.123781  9939 net.cpp:244] inception_4e/relu_5x5_reduce does not need backward computation.
I0822 16:52:29.123785  9939 net.cpp:244] inception_4e/5x5_reduce does not need backward computation.
I0822 16:52:29.123787  9939 net.cpp:244] inception_4e/relu_3x3 does not need backward computation.
I0822 16:52:29.123790  9939 net.cpp:244] inception_4e/3x3 does not need backward computation.
I0822 16:52:29.123792  9939 net.cpp:244] inception_4e/relu_3x3_reduce does not need backward computation.
I0822 16:52:29.123795  9939 net.cpp:244] inception_4e/3x3_reduce does not need backward computation.
I0822 16:52:29.123798  9939 net.cpp:244] inception_4e/relu_1x1 does not need backward computation.
I0822 16:52:29.123801  9939 net.cpp:244] inception_4e/1x1 does not need backward computation.
I0822 16:52:29.123805  9939 net.cpp:244] inception_4d/output_inception_4d/output_0_split does not need backward computation.
I0822 16:52:29.123807  9939 net.cpp:244] inception_4d/output does not need backward computation.
I0822 16:52:29.123811  9939 net.cpp:244] inception_4d/relu_pool_proj does not need backward computation.
I0822 16:52:29.123814  9939 net.cpp:244] inception_4d/pool_proj does not need backward computation.
I0822 16:52:29.123818  9939 net.cpp:244] inception_4d/pool does not need backward computation.
I0822 16:52:29.123821  9939 net.cpp:244] inception_4d/relu_5x5 does not need backward computation.
I0822 16:52:29.123824  9939 net.cpp:244] inception_4d/5x5 does not need backward computation.
I0822 16:52:29.123827  9939 net.cpp:244] inception_4d/relu_5x5_reduce does not need backward computation.
I0822 16:52:29.123831  9939 net.cpp:244] inception_4d/5x5_reduce does not need backward computation.
I0822 16:52:29.123833  9939 net.cpp:244] inception_4d/relu_3x3 does not need backward computation.
I0822 16:52:29.123836  9939 net.cpp:244] inception_4d/3x3 does not need backward computation.
I0822 16:52:29.123839  9939 net.cpp:244] inception_4d/relu_3x3_reduce does not need backward computation.
I0822 16:52:29.123842  9939 net.cpp:244] inception_4d/3x3_reduce does not need backward computation.
I0822 16:52:29.123845  9939 net.cpp:244] inception_4d/relu_1x1 does not need backward computation.
I0822 16:52:29.123848  9939 net.cpp:244] inception_4d/1x1 does not need backward computation.
I0822 16:52:29.123852  9939 net.cpp:244] inception_4c/output_inception_4c/output_0_split does not need backward computation.
I0822 16:52:29.123857  9939 net.cpp:244] inception_4c/output does not need backward computation.
I0822 16:52:29.123862  9939 net.cpp:244] inception_4c/relu_pool_proj does not need backward computation.
I0822 16:52:29.123865  9939 net.cpp:244] inception_4c/pool_proj does not need backward computation.
I0822 16:52:29.123868  9939 net.cpp:244] inception_4c/pool does not need backward computation.
I0822 16:52:29.123872  9939 net.cpp:244] inception_4c/relu_5x5 does not need backward computation.
I0822 16:52:29.123874  9939 net.cpp:244] inception_4c/5x5 does not need backward computation.
I0822 16:52:29.123878  9939 net.cpp:244] inception_4c/relu_5x5_reduce does not need backward computation.
I0822 16:52:29.123880  9939 net.cpp:244] inception_4c/5x5_reduce does not need backward computation.
I0822 16:52:29.123883  9939 net.cpp:244] inception_4c/relu_3x3 does not need backward computation.
I0822 16:52:29.123886  9939 net.cpp:244] inception_4c/3x3 does not need backward computation.
I0822 16:52:29.123889  9939 net.cpp:244] inception_4c/relu_3x3_reduce does not need backward computation.
I0822 16:52:29.123893  9939 net.cpp:244] inception_4c/3x3_reduce does not need backward computation.
I0822 16:52:29.123895  9939 net.cpp:244] inception_4c/relu_1x1 does not need backward computation.
I0822 16:52:29.123898  9939 net.cpp:244] inception_4c/1x1 does not need backward computation.
I0822 16:52:29.123903  9939 net.cpp:244] inception_4b/output_inception_4b/output_0_split does not need backward computation.
I0822 16:52:29.123905  9939 net.cpp:244] inception_4b/output does not need backward computation.
I0822 16:52:29.123909  9939 net.cpp:244] inception_4b/relu_pool_proj does not need backward computation.
I0822 16:52:29.123913  9939 net.cpp:244] inception_4b/pool_proj does not need backward computation.
I0822 16:52:29.123915  9939 net.cpp:244] inception_4b/pool does not need backward computation.
I0822 16:52:29.123919  9939 net.cpp:244] inception_4b/relu_5x5 does not need backward computation.
I0822 16:52:29.123921  9939 net.cpp:244] inception_4b/5x5 does not need backward computation.
I0822 16:52:29.123925  9939 net.cpp:244] inception_4b/relu_5x5_reduce does not need backward computation.
I0822 16:52:29.123929  9939 net.cpp:244] inception_4b/5x5_reduce does not need backward computation.
I0822 16:52:29.123931  9939 net.cpp:244] inception_4b/relu_3x3 does not need backward computation.
I0822 16:52:29.123934  9939 net.cpp:244] inception_4b/3x3 does not need backward computation.
I0822 16:52:29.123937  9939 net.cpp:244] inception_4b/relu_3x3_reduce does not need backward computation.
I0822 16:52:29.123940  9939 net.cpp:244] inception_4b/3x3_reduce does not need backward computation.
I0822 16:52:29.123944  9939 net.cpp:244] inception_4b/relu_1x1 does not need backward computation.
I0822 16:52:29.123946  9939 net.cpp:244] inception_4b/1x1 does not need backward computation.
I0822 16:52:29.123950  9939 net.cpp:244] inception_4a/output_inception_4a/output_0_split does not need backward computation.
I0822 16:52:29.123952  9939 net.cpp:244] inception_4a/output does not need backward computation.
I0822 16:52:29.123956  9939 net.cpp:244] inception_4a/relu_pool_proj does not need backward computation.
I0822 16:52:29.123960  9939 net.cpp:244] inception_4a/pool_proj does not need backward computation.
I0822 16:52:29.123963  9939 net.cpp:244] inception_4a/pool does not need backward computation.
I0822 16:52:29.123966  9939 net.cpp:244] inception_4a/relu_5x5 does not need backward computation.
I0822 16:52:29.123970  9939 net.cpp:244] inception_4a/5x5 does not need backward computation.
I0822 16:52:29.123972  9939 net.cpp:244] inception_4a/relu_5x5_reduce does not need backward computation.
I0822 16:52:29.123975  9939 net.cpp:244] inception_4a/5x5_reduce does not need backward computation.
I0822 16:52:29.123978  9939 net.cpp:244] inception_4a/relu_3x3 does not need backward computation.
I0822 16:52:29.123981  9939 net.cpp:244] inception_4a/3x3 does not need backward computation.
I0822 16:52:29.123985  9939 net.cpp:244] inception_4a/relu_3x3_reduce does not need backward computation.
I0822 16:52:29.123989  9939 net.cpp:244] inception_4a/3x3_reduce does not need backward computation.
I0822 16:52:29.123993  9939 net.cpp:244] inception_4a/relu_1x1 does not need backward computation.
I0822 16:52:29.123996  9939 net.cpp:244] inception_4a/1x1 does not need backward computation.
I0822 16:52:29.123999  9939 net.cpp:244] pool3/3x3_s2_pool3/3x3_s2_0_split does not need backward computation.
I0822 16:52:29.124003  9939 net.cpp:244] pool3/3x3_s2 does not need backward computation.
I0822 16:52:29.124006  9939 net.cpp:244] inception_3b/output does not need backward computation.
I0822 16:52:29.124011  9939 net.cpp:244] inception_3b/relu_pool_proj does not need backward computation.
I0822 16:52:29.124013  9939 net.cpp:244] inception_3b/pool_proj does not need backward computation.
I0822 16:52:29.124017  9939 net.cpp:244] inception_3b/pool does not need backward computation.
I0822 16:52:29.124021  9939 net.cpp:244] inception_3b/relu_5x5 does not need backward computation.
I0822 16:52:29.124023  9939 net.cpp:244] inception_3b/5x5 does not need backward computation.
I0822 16:52:29.124027  9939 net.cpp:244] inception_3b/relu_5x5_reduce does not need backward computation.
I0822 16:52:29.124029  9939 net.cpp:244] inception_3b/5x5_reduce does not need backward computation.
I0822 16:52:29.124032  9939 net.cpp:244] inception_3b/relu_3x3 does not need backward computation.
I0822 16:52:29.124035  9939 net.cpp:244] inception_3b/3x3 does not need backward computation.
I0822 16:52:29.124038  9939 net.cpp:244] inception_3b/relu_3x3_reduce does not need backward computation.
I0822 16:52:29.124042  9939 net.cpp:244] inception_3b/3x3_reduce does not need backward computation.
I0822 16:52:29.124044  9939 net.cpp:244] inception_3b/relu_1x1 does not need backward computation.
I0822 16:52:29.124047  9939 net.cpp:244] inception_3b/1x1 does not need backward computation.
I0822 16:52:29.124052  9939 net.cpp:244] inception_3a/output_inception_3a/output_0_split does not need backward computation.
I0822 16:52:29.124054  9939 net.cpp:244] inception_3a/output does not need backward computation.
I0822 16:52:29.124058  9939 net.cpp:244] inception_3a/relu_pool_proj does not need backward computation.
I0822 16:52:29.124061  9939 net.cpp:244] inception_3a/pool_proj does not need backward computation.
I0822 16:52:29.124064  9939 net.cpp:244] inception_3a/pool does not need backward computation.
I0822 16:52:29.124068  9939 net.cpp:244] inception_3a/relu_5x5 does not need backward computation.
I0822 16:52:29.124071  9939 net.cpp:244] inception_3a/5x5 does not need backward computation.
I0822 16:52:29.124074  9939 net.cpp:244] inception_3a/relu_5x5_reduce does not need backward computation.
I0822 16:52:29.124078  9939 net.cpp:244] inception_3a/5x5_reduce does not need backward computation.
I0822 16:52:29.124080  9939 net.cpp:244] inception_3a/relu_3x3 does not need backward computation.
I0822 16:52:29.124083  9939 net.cpp:244] inception_3a/3x3 does not need backward computation.
I0822 16:52:29.124086  9939 net.cpp:244] inception_3a/relu_3x3_reduce does not need backward computation.
I0822 16:52:29.124089  9939 net.cpp:244] inception_3a/3x3_reduce does not need backward computation.
I0822 16:52:29.124092  9939 net.cpp:244] inception_3a/relu_1x1 does not need backward computation.
I0822 16:52:29.124095  9939 net.cpp:244] inception_3a/1x1 does not need backward computation.
I0822 16:52:29.124099  9939 net.cpp:244] pool2/3x3_s2_pool2/3x3_s2_0_split does not need backward computation.
I0822 16:52:29.124102  9939 net.cpp:244] pool2/3x3_s2 does not need backward computation.
I0822 16:52:29.124106  9939 net.cpp:244] conv2/relu_3x3 does not need backward computation.
I0822 16:52:29.124109  9939 net.cpp:244] conv2/3x3 does not need backward computation.
I0822 16:52:29.124112  9939 net.cpp:244] conv2/relu_3x3_reduce does not need backward computation.
I0822 16:52:29.124115  9939 net.cpp:244] conv2/3x3_reduce does not need backward computation.
I0822 16:52:29.124119  9939 net.cpp:244] pool1/3x3_s2 does not need backward computation.
I0822 16:52:29.124127  9939 net.cpp:244] conv1/relu_7x7 does not need backward computation.
I0822 16:52:29.124130  9939 net.cpp:244] conv1/7x7_s2 does not need backward computation.
I0822 16:52:29.124143  9939 net.cpp:287] This network produces output fc6
I0822 16:52:29.124209  9939 net.cpp:301] Network initialization done.
I0822 16:52:29.124212  9939 net.cpp:302] Memory required for data: 6570991616
I0822 16:52:29.124682  9939 caffe.cpp:305] Performing Forward
I0822 16:52:29.816483  9939 caffe.cpp:310] Initial loss: 0
I0822 16:52:29.816519  9939 caffe.cpp:311] Performing Backward
I0822 16:52:37.372205  9939 caffe.cpp:319] *** Benchmark begins ***
I0822 16:52:37.372217  9939 caffe.cpp:320] Testing for 10 iterations.
I0822 16:52:47.938695  9939 caffe.cpp:350] Iteration: 1 forward-backward time: 10566 ms.
I0822 16:52:57.280287  9939 caffe.cpp:350] Iteration: 2 forward-backward time: 9341 ms.
I0822 16:53:06.620349  9939 caffe.cpp:350] Iteration: 3 forward-backward time: 9340 ms.
I0822 16:53:15.960924  9939 caffe.cpp:350] Iteration: 4 forward-backward time: 9340 ms.
I0822 16:53:25.300302  9939 caffe.cpp:350] Iteration: 5 forward-backward time: 9339 ms.
I0822 16:53:34.639482  9939 caffe.cpp:350] Iteration: 6 forward-backward time: 9339 ms.
I0822 16:53:43.977154  9939 caffe.cpp:350] Iteration: 7 forward-backward time: 9337 ms.
I0822 16:53:53.317102  9939 caffe.cpp:350] Iteration: 8 forward-backward time: 9339 ms.
I0822 16:54:02.656780  9939 caffe.cpp:350] Iteration: 9 forward-backward time: 9339 ms.
I0822 16:54:11.996172  9939 caffe.cpp:350] Iteration: 10 forward-backward time: 9339 ms.
I0822 16:54:11.996187  9939 caffe.cpp:353] Average time per layer: 
I0822 16:54:11.996191  9939 caffe.cpp:356] conv1/7x7_s2	forward: 168.192 ms.
I0822 16:54:11.996196  9939 caffe.cpp:359] conv1/7x7_s2	backward: 1251.1 ms.
I0822 16:54:11.996199  9939 caffe.cpp:356] conv1/relu_7x7	forward: 4.107 ms.
I0822 16:54:11.996203  9939 caffe.cpp:359] conv1/relu_7x7	backward: 5.9024 ms.
I0822 16:54:11.996206  9939 caffe.cpp:356] pool1/3x3_s2	forward: 5.8176 ms.
I0822 16:54:11.996209  9939 caffe.cpp:359] pool1/3x3_s2	backward: 21.7501 ms.
I0822 16:54:11.996213  9939 caffe.cpp:356] conv2/3x3_reduce	forward: 5.6126 ms.
I0822 16:54:11.996217  9939 caffe.cpp:359] conv2/3x3_reduce	backward: 310.441 ms.
I0822 16:54:11.996220  9939 caffe.cpp:356] conv2/relu_3x3_reduce	forward: 0.9579 ms.
I0822 16:54:11.996224  9939 caffe.cpp:359] conv2/relu_3x3_reduce	backward: 1.385 ms.
I0822 16:54:11.996227  9939 caffe.cpp:356]  conv2/3x3	forward: 60.8962 ms.
I0822 16:54:11.996232  9939 caffe.cpp:359]  conv2/3x3	backward: 419.216 ms.
I0822 16:54:11.996234  9939 caffe.cpp:356] conv2/relu_3x3	forward: 3.0233 ms.
I0822 16:54:11.996237  9939 caffe.cpp:359] conv2/relu_3x3	backward: 4.3627 ms.
I0822 16:54:11.996240  9939 caffe.cpp:356] pool2/3x3_s2	forward: 4.3787 ms.
I0822 16:54:11.996244  9939 caffe.cpp:359] pool2/3x3_s2	backward: 17.1269 ms.
I0822 16:54:11.996248  9939 caffe.cpp:356] pool2/3x3_s2_pool2/3x3_s2_0_split	forward: 0.0071 ms.
I0822 16:54:11.996251  9939 caffe.cpp:359] pool2/3x3_s2_pool2/3x3_s2_0_split	backward: 2.8045 ms.
I0822 16:54:11.996254  9939 caffe.cpp:356] inception_3a/1x1	forward: 3.4969 ms.
I0822 16:54:11.996258  9939 caffe.cpp:359] inception_3a/1x1	backward: 114.457 ms.
I0822 16:54:11.996261  9939 caffe.cpp:356] inception_3a/relu_1x1	forward: 0.246 ms.
I0822 16:54:11.996264  9939 caffe.cpp:359] inception_3a/relu_1x1	backward: 0.3324 ms.
I0822 16:54:11.996268  9939 caffe.cpp:356] inception_3a/3x3_reduce	forward: 3.9904 ms.
I0822 16:54:11.996270  9939 caffe.cpp:359] inception_3a/3x3_reduce	backward: 124.609 ms.
I0822 16:54:11.996274  9939 caffe.cpp:356] inception_3a/relu_3x3_reduce	forward: 0.3604 ms.
I0822 16:54:11.996278  9939 caffe.cpp:359] inception_3a/relu_3x3_reduce	backward: 0.4983 ms.
I0822 16:54:11.996280  9939 caffe.cpp:356] inception_3a/3x3	forward: 16.957 ms.
I0822 16:54:11.996284  9939 caffe.cpp:359] inception_3a/3x3	backward: 221.727 ms.
I0822 16:54:11.996287  9939 caffe.cpp:356] inception_3a/relu_3x3	forward: 0.4756 ms.
I0822 16:54:11.996296  9939 caffe.cpp:359] inception_3a/relu_3x3	backward: 0.6726 ms.
I0822 16:54:11.996300  9939 caffe.cpp:356] inception_3a/5x5_reduce	forward: 2.2193 ms.
I0822 16:54:11.996302  9939 caffe.cpp:359] inception_3a/5x5_reduce	backward: 99.4228 ms.
I0822 16:54:11.996306  9939 caffe.cpp:356] inception_3a/relu_5x5_reduce	forward: 0.0737 ms.
I0822 16:54:11.996309  9939 caffe.cpp:359] inception_3a/relu_5x5_reduce	backward: 0.0979 ms.
I0822 16:54:11.996312  9939 caffe.cpp:356] inception_3a/5x5	forward: 6.3199 ms.
I0822 16:54:11.996315  9939 caffe.cpp:359] inception_3a/5x5	backward: 125.975 ms.
I0822 16:54:11.996318  9939 caffe.cpp:356] inception_3a/relu_5x5	forward: 0.1324 ms.
I0822 16:54:11.996321  9939 caffe.cpp:359] inception_3a/relu_5x5	backward: 0.1713 ms.
I0822 16:54:11.996325  9939 caffe.cpp:356] inception_3a/pool	forward: 3.689 ms.
I0822 16:54:11.996327  9939 caffe.cpp:359] inception_3a/pool	backward: 8.1172 ms.
I0822 16:54:11.996330  9939 caffe.cpp:356] inception_3a/pool_proj	forward: 3.2069 ms.
I0822 16:54:11.996333  9939 caffe.cpp:359] inception_3a/pool_proj	backward: 104.426 ms.
I0822 16:54:11.996336  9939 caffe.cpp:356] inception_3a/relu_pool_proj	forward: 0.1327 ms.
I0822 16:54:11.996340  9939 caffe.cpp:359] inception_3a/relu_pool_proj	backward: 0.1679 ms.
I0822 16:54:11.996342  9939 caffe.cpp:356] inception_3a/output	forward: 0.9585 ms.
I0822 16:54:11.996345  9939 caffe.cpp:359] inception_3a/output	backward: 1.157 ms.
I0822 16:54:11.996348  9939 caffe.cpp:356] inception_3a/output_inception_3a/output_0_split	forward: 0.0055 ms.
I0822 16:54:11.996351  9939 caffe.cpp:359] inception_3a/output_inception_3a/output_0_split	backward: 3.7612 ms.
I0822 16:54:11.996354  9939 caffe.cpp:356] inception_3b/1x1	forward: 5.9378 ms.
I0822 16:54:11.996357  9939 caffe.cpp:359] inception_3b/1x1	backward: 135.454 ms.
I0822 16:54:11.996361  9939 caffe.cpp:356] inception_3b/relu_1x1	forward: 0.4747 ms.
I0822 16:54:11.996363  9939 caffe.cpp:359] inception_3b/relu_1x1	backward: 0.6694 ms.
I0822 16:54:11.996366  9939 caffe.cpp:356] inception_3b/3x3_reduce	forward: 5.9321 ms.
I0822 16:54:11.996369  9939 caffe.cpp:359] inception_3b/3x3_reduce	backward: 135.51 ms.
I0822 16:54:11.996372  9939 caffe.cpp:356] inception_3b/relu_3x3_reduce	forward: 0.4756 ms.
I0822 16:54:11.996376  9939 caffe.cpp:359] inception_3b/relu_3x3_reduce	backward: 0.6704 ms.
I0822 16:54:11.996378  9939 caffe.cpp:356] inception_3b/3x3	forward: 29.7661 ms.
I0822 16:54:11.996381  9939 caffe.cpp:359] inception_3b/3x3	backward: 210.336 ms.
I0822 16:54:11.996384  9939 caffe.cpp:356] inception_3b/relu_3x3	forward: 0.7111 ms.
I0822 16:54:11.996387  9939 caffe.cpp:359] inception_3b/relu_3x3	backward: 1.0251 ms.
I0822 16:54:11.996390  9939 caffe.cpp:356] inception_3b/5x5_reduce	forward: 3.6962 ms.
I0822 16:54:11.996393  9939 caffe.cpp:359] inception_3b/5x5_reduce	backward: 104.847 ms.
I0822 16:54:11.996397  9939 caffe.cpp:356] inception_3b/relu_5x5_reduce	forward: 0.1313 ms.
I0822 16:54:11.996399  9939 caffe.cpp:359] inception_3b/relu_5x5_reduce	backward: 0.1748 ms.
I0822 16:54:11.996402  9939 caffe.cpp:356] inception_3b/5x5	forward: 12.6805 ms.
I0822 16:54:11.996405  9939 caffe.cpp:359] inception_3b/5x5	backward: 189.732 ms.
I0822 16:54:11.996409  9939 caffe.cpp:356] inception_3b/relu_5x5	forward: 0.3617 ms.
I0822 16:54:11.996412  9939 caffe.cpp:359] inception_3b/relu_5x5	backward: 0.4942 ms.
I0822 16:54:11.996415  9939 caffe.cpp:356] inception_3b/pool	forward: 4.9098 ms.
I0822 16:54:11.996418  9939 caffe.cpp:359] inception_3b/pool	backward: 10.8599 ms.
I0822 16:54:11.996422  9939 caffe.cpp:356] inception_3b/pool_proj	forward: 4.1695 ms.
I0822 16:54:11.996424  9939 caffe.cpp:359] inception_3b/pool_proj	backward: 114.973 ms.
I0822 16:54:11.996428  9939 caffe.cpp:356] inception_3b/relu_pool_proj	forward: 0.2469 ms.
I0822 16:54:11.996430  9939 caffe.cpp:359] inception_3b/relu_pool_proj	backward: 0.3288 ms.
I0822 16:54:11.996433  9939 caffe.cpp:356] inception_3b/output	forward: 1.7865 ms.
I0822 16:54:11.996436  9939 caffe.cpp:359] inception_3b/output	backward: 2.1172 ms.
I0822 16:54:11.996441  9939 caffe.cpp:356] pool3/3x3_s2	forward: 2.726 ms.
I0822 16:54:11.996444  9939 caffe.cpp:359] pool3/3x3_s2	backward: 11.6114 ms.
I0822 16:54:11.996448  9939 caffe.cpp:356] pool3/3x3_s2_pool3/3x3_s2_0_split	forward: 0.0087 ms.
I0822 16:54:11.996451  9939 caffe.cpp:359] pool3/3x3_s2_pool3/3x3_s2_0_split	backward: 1.7298 ms.
I0822 16:54:11.996454  9939 caffe.cpp:356] inception_4a/1x1	forward: 6.0749 ms.
I0822 16:54:11.996456  9939 caffe.cpp:359] inception_4a/1x1	backward: 167.312 ms.
I0822 16:54:11.996460  9939 caffe.cpp:356] inception_4a/relu_1x1	forward: 0.1893 ms.
I0822 16:54:11.996464  9939 caffe.cpp:359] inception_4a/relu_1x1	backward: 0.2523 ms.
I0822 16:54:11.996465  9939 caffe.cpp:356] inception_4a/3x3_reduce	forward: 5.052 ms.
I0822 16:54:11.996469  9939 caffe.cpp:359] inception_4a/3x3_reduce	backward: 106.351 ms.
I0822 16:54:11.996472  9939 caffe.cpp:356] inception_4a/relu_3x3_reduce	forward: 0.1025 ms.
I0822 16:54:11.996475  9939 caffe.cpp:359] inception_4a/relu_3x3_reduce	backward: 0.1352 ms.
I0822 16:54:11.996479  9939 caffe.cpp:356] inception_4a/3x3	forward: 22.7435 ms.
I0822 16:54:11.996481  9939 caffe.cpp:359] inception_4a/3x3	backward: 180.998 ms.
I0822 16:54:11.996484  9939 caffe.cpp:356] inception_4a/relu_3x3	forward: 0.2055 ms.
I0822 16:54:11.996487  9939 caffe.cpp:359] inception_4a/relu_3x3	backward: 0.2724 ms.
I0822 16:54:11.996490  9939 caffe.cpp:356] inception_4a/5x5_reduce	forward: 4.1963 ms.
I0822 16:54:11.996493  9939 caffe.cpp:359] inception_4a/5x5_reduce	backward: 55.4914 ms.
I0822 16:54:11.996496  9939 caffe.cpp:356] inception_4a/relu_5x5_reduce	forward: 0.0274 ms.
I0822 16:54:11.996500  9939 caffe.cpp:359] inception_4a/relu_5x5_reduce	backward: 0.0375 ms.
I0822 16:54:11.996502  9939 caffe.cpp:356] inception_4a/5x5	forward: 9.6812 ms.
I0822 16:54:11.996505  9939 caffe.cpp:359] inception_4a/5x5	backward: 77.9519 ms.
I0822 16:54:11.996508  9939 caffe.cpp:356] inception_4a/relu_5x5	forward: 0.0609 ms.
I0822 16:54:11.996511  9939 caffe.cpp:359] inception_4a/relu_5x5	backward: 0.0743 ms.
I0822 16:54:11.996515  9939 caffe.cpp:356] inception_4a/pool	forward: 2.3604 ms.
I0822 16:54:11.996517  9939 caffe.cpp:359] inception_4a/pool	backward: 5.2163 ms.
I0822 16:54:11.996520  9939 caffe.cpp:356] inception_4a/pool_proj	forward: 4.7228 ms.
I0822 16:54:11.996523  9939 caffe.cpp:359] inception_4a/pool_proj	backward: 85.9318 ms.
I0822 16:54:11.996526  9939 caffe.cpp:356] inception_4a/relu_pool_proj	forward: 0.0734 ms.
I0822 16:54:11.996529  9939 caffe.cpp:359] inception_4a/relu_pool_proj	backward: 0.0905 ms.
I0822 16:54:11.996532  9939 caffe.cpp:356] inception_4a/output	forward: 0.4982 ms.
I0822 16:54:11.996536  9939 caffe.cpp:359] inception_4a/output	backward: 0.6065 ms.
I0822 16:54:11.996538  9939 caffe.cpp:356] inception_4a/output_inception_4a/output_0_split	forward: 0.0054 ms.
I0822 16:54:11.996541  9939 caffe.cpp:359] inception_4a/output_inception_4a/output_0_split	backward: 1.8379 ms.
I0822 16:54:11.996544  9939 caffe.cpp:356] inception_4b/1x1	forward: 6.0995 ms.
I0822 16:54:11.996547  9939 caffe.cpp:359] inception_4b/1x1	backward: 77.7127 ms.
I0822 16:54:11.996551  9939 caffe.cpp:356] inception_4b/relu_1x1	forward: 0.161 ms.
I0822 16:54:11.996553  9939 caffe.cpp:359] inception_4b/relu_1x1	backward: 0.2098 ms.
I0822 16:54:11.996556  9939 caffe.cpp:356] inception_4b/3x3_reduce	forward: 12.1094 ms.
I0822 16:54:11.996561  9939 caffe.cpp:359] inception_4b/3x3_reduce	backward: 66.6897 ms.
I0822 16:54:11.996563  9939 caffe.cpp:356] inception_4b/relu_3x3_reduce	forward: 0.1324 ms.
I0822 16:54:11.996567  9939 caffe.cpp:359] inception_4b/relu_3x3_reduce	backward: 0.1555 ms.
I0822 16:54:11.996569  9939 caffe.cpp:356] inception_4b/3x3	forward: 13.1243 ms.
I0822 16:54:11.996572  9939 caffe.cpp:359] inception_4b/3x3	backward: 194.217 ms.
I0822 16:54:11.996575  9939 caffe.cpp:356] inception_4b/relu_3x3	forward: 0.2201 ms.
I0822 16:54:11.996578  9939 caffe.cpp:359] inception_4b/relu_3x3	backward: 0.2919 ms.
I0822 16:54:11.996582  9939 caffe.cpp:356] inception_4b/5x5_reduce	forward: 4.4566 ms.
I0822 16:54:11.996587  9939 caffe.cpp:359] inception_4b/5x5_reduce	backward: 46.5657 ms.
I0822 16:54:11.996589  9939 caffe.cpp:356] inception_4b/relu_5x5_reduce	forward: 0.0353 ms.
I0822 16:54:11.996592  9939 caffe.cpp:359] inception_4b/relu_5x5_reduce	backward: 0.0485 ms.
I0822 16:54:11.996595  9939 caffe.cpp:356] inception_4b/5x5	forward: 6.9843 ms.
I0822 16:54:11.996598  9939 caffe.cpp:359] inception_4b/5x5	backward: 88.4472 ms.
I0822 16:54:11.996601  9939 caffe.cpp:356] inception_4b/relu_5x5	forward: 0.0751 ms.
I0822 16:54:11.996604  9939 caffe.cpp:359] inception_4b/relu_5x5	backward: 0.0925 ms.
I0822 16:54:11.996608  9939 caffe.cpp:356] inception_4b/pool	forward: 2.5133 ms.
I0822 16:54:11.996610  9939 caffe.cpp:359] inception_4b/pool	backward: 5.5973 ms.
I0822 16:54:11.996613  9939 caffe.cpp:356] inception_4b/pool_proj	forward: 5.1148 ms.
I0822 16:54:11.996616  9939 caffe.cpp:359] inception_4b/pool_proj	backward: 55.7215 ms.
I0822 16:54:11.996619  9939 caffe.cpp:356] inception_4b/relu_pool_proj	forward: 0.0731 ms.
I0822 16:54:11.996623  9939 caffe.cpp:359] inception_4b/relu_pool_proj	backward: 0.0908 ms.
I0822 16:54:11.996625  9939 caffe.cpp:356] inception_4b/output	forward: 0.5001 ms.
I0822 16:54:11.996628  9939 caffe.cpp:359] inception_4b/output	backward: 0.607 ms.
I0822 16:54:11.996631  9939 caffe.cpp:356] inception_4b/output_inception_4b/output_0_split	forward: 0.0056 ms.
I0822 16:54:11.996634  9939 caffe.cpp:359] inception_4b/output_inception_4b/output_0_split	backward: 1.8424 ms.
I0822 16:54:11.996637  9939 caffe.cpp:356] inception_4c/1x1	forward: 5.7315 ms.
I0822 16:54:11.996640  9939 caffe.cpp:359] inception_4c/1x1	backward: 70.3542 ms.
I0822 16:54:11.996644  9939 caffe.cpp:356] inception_4c/relu_1x1	forward: 0.1314 ms.
I0822 16:54:11.996646  9939 caffe.cpp:359] inception_4c/relu_1x1	backward: 0.172 ms.
I0822 16:54:11.996649  9939 caffe.cpp:356] inception_4c/3x3_reduce	forward: 5.7406 ms.
I0822 16:54:11.996652  9939 caffe.cpp:359] inception_4c/3x3_reduce	backward: 70.3631 ms.
I0822 16:54:11.996655  9939 caffe.cpp:356] inception_4c/relu_3x3_reduce	forward: 0.1314 ms.
I0822 16:54:11.996659  9939 caffe.cpp:359] inception_4c/relu_3x3_reduce	backward: 0.1723 ms.
I0822 16:54:11.996661  9939 caffe.cpp:356] inception_4c/3x3	forward: 14.5829 ms.
I0822 16:54:11.996665  9939 caffe.cpp:359] inception_4c/3x3	backward: 115.215 ms.
I0822 16:54:11.996667  9939 caffe.cpp:356] inception_4c/relu_3x3	forward: 0.248 ms.
I0822 16:54:11.996670  9939 caffe.cpp:359] inception_4c/relu_3x3	backward: 0.3298 ms.
I0822 16:54:11.996673  9939 caffe.cpp:356] inception_4c/5x5_reduce	forward: 4.4456 ms.
I0822 16:54:11.996676  9939 caffe.cpp:359] inception_4c/5x5_reduce	backward: 46.5688 ms.
I0822 16:54:11.996680  9939 caffe.cpp:356] inception_4c/relu_5x5_reduce	forward: 0.0357 ms.
I0822 16:54:11.996682  9939 caffe.cpp:359] inception_4c/relu_5x5_reduce	backward: 0.0484 ms.
I0822 16:54:11.996685  9939 caffe.cpp:356] inception_4c/5x5	forward: 7.0373 ms.
I0822 16:54:11.996688  9939 caffe.cpp:359] inception_4c/5x5	backward: 88.4336 ms.
I0822 16:54:11.996691  9939 caffe.cpp:356] inception_4c/relu_5x5	forward: 0.0746 ms.
I0822 16:54:11.996695  9939 caffe.cpp:359] inception_4c/relu_5x5	backward: 0.0927 ms.
I0822 16:54:11.996697  9939 caffe.cpp:356] inception_4c/pool	forward: 2.5142 ms.
I0822 16:54:11.996701  9939 caffe.cpp:359] inception_4c/pool	backward: 5.6312 ms.
I0822 16:54:11.996703  9939 caffe.cpp:356] inception_4c/pool_proj	forward: 5.0957 ms.
I0822 16:54:11.996706  9939 caffe.cpp:359] inception_4c/pool_proj	backward: 55.7174 ms.
I0822 16:54:11.996709  9939 caffe.cpp:356] inception_4c/relu_pool_proj	forward: 0.0727 ms.
I0822 16:54:11.996712  9939 caffe.cpp:359] inception_4c/relu_pool_proj	backward: 0.0908 ms.
I0822 16:54:11.996716  9939 caffe.cpp:356] inception_4c/output	forward: 0.4991 ms.
I0822 16:54:11.996718  9939 caffe.cpp:359] inception_4c/output	backward: 0.6047 ms.
I0822 16:54:11.996721  9939 caffe.cpp:356] inception_4c/output_inception_4c/output_0_split	forward: 0.0051 ms.
I0822 16:54:11.996724  9939 caffe.cpp:359] inception_4c/output_inception_4c/output_0_split	backward: 1.8371 ms.
I0822 16:54:11.996729  9939 caffe.cpp:356] inception_4d/1x1	forward: 12.069 ms.
I0822 16:54:11.996733  9939 caffe.cpp:359] inception_4d/1x1	backward: 66.7151 ms.
I0822 16:54:11.996737  9939 caffe.cpp:356] inception_4d/relu_1x1	forward: 0.1173 ms.
I0822 16:54:11.996739  9939 caffe.cpp:359] inception_4d/relu_1x1	backward: 0.1542 ms.
I0822 16:54:11.996742  9939 caffe.cpp:356] inception_4d/3x3_reduce	forward: 12.5904 ms.
I0822 16:54:11.996745  9939 caffe.cpp:359] inception_4d/3x3_reduce	backward: 74.1012 ms.
I0822 16:54:11.996748  9939 caffe.cpp:356] inception_4d/relu_3x3_reduce	forward: 0.1469 ms.
I0822 16:54:11.996752  9939 caffe.cpp:359] inception_4d/relu_3x3_reduce	backward: 0.2114 ms.
I0822 16:54:11.996754  9939 caffe.cpp:356] inception_4d/3x3	forward: 18.2782 ms.
I0822 16:54:11.996757  9939 caffe.cpp:359] inception_4d/3x3	backward: 309.786 ms.
I0822 16:54:11.996760  9939 caffe.cpp:356] inception_4d/relu_3x3	forward: 0.2756 ms.
I0822 16:54:11.996763  9939 caffe.cpp:359] inception_4d/relu_3x3	backward: 0.3705 ms.
I0822 16:54:11.996767  9939 caffe.cpp:356] inception_4d/5x5_reduce	forward: 4.6402 ms.
I0822 16:54:11.996769  9939 caffe.cpp:359] inception_4d/5x5_reduce	backward: 48.416 ms.
I0822 16:54:11.996773  9939 caffe.cpp:356] inception_4d/relu_5x5_reduce	forward: 0.0428 ms.
I0822 16:54:11.996775  9939 caffe.cpp:359] inception_4d/relu_5x5_reduce	backward: 0.0581 ms.
I0822 16:54:11.996778  9939 caffe.cpp:356] inception_4d/5x5	forward: 8.5357 ms.
I0822 16:54:11.996781  9939 caffe.cpp:359] inception_4d/5x5	backward: 88.8833 ms.
I0822 16:54:11.996785  9939 caffe.cpp:356] inception_4d/relu_5x5	forward: 0.0735 ms.
I0822 16:54:11.996788  9939 caffe.cpp:359] inception_4d/relu_5x5	backward: 0.0941 ms.
I0822 16:54:11.996791  9939 caffe.cpp:356] inception_4d/pool	forward: 2.5149 ms.
I0822 16:54:11.996793  9939 caffe.cpp:359] inception_4d/pool	backward: 5.6414 ms.
I0822 16:54:11.996796  9939 caffe.cpp:356] inception_4d/pool_proj	forward: 5.0374 ms.
I0822 16:54:11.996799  9939 caffe.cpp:359] inception_4d/pool_proj	backward: 55.7154 ms.
I0822 16:54:11.996803  9939 caffe.cpp:356] inception_4d/relu_pool_proj	forward: 0.073 ms.
I0822 16:54:11.996805  9939 caffe.cpp:359] inception_4d/relu_pool_proj	backward: 0.0905 ms.
I0822 16:54:11.996809  9939 caffe.cpp:356] inception_4d/output	forward: 0.5129 ms.
I0822 16:54:11.996811  9939 caffe.cpp:359] inception_4d/output	backward: 0.6203 ms.
I0822 16:54:11.996814  9939 caffe.cpp:356] inception_4d/output_inception_4d/output_0_split	forward: 0.0055 ms.
I0822 16:54:11.996817  9939 caffe.cpp:359] inception_4d/output_inception_4d/output_0_split	backward: 1.903 ms.
I0822 16:54:11.996820  9939 caffe.cpp:356] inception_4e/1x1	forward: 7.8682 ms.
I0822 16:54:11.996824  9939 caffe.cpp:359] inception_4e/1x1	backward: 236.967 ms.
I0822 16:54:11.996826  9939 caffe.cpp:356] inception_4e/relu_1x1	forward: 0.2472 ms.
I0822 16:54:11.996829  9939 caffe.cpp:359] inception_4e/relu_1x1	backward: 0.3337 ms.
I0822 16:54:11.996832  9939 caffe.cpp:356] inception_4e/3x3_reduce	forward: 6.9776 ms.
I0822 16:54:11.996835  9939 caffe.cpp:359] inception_4e/3x3_reduce	backward: 146.447 ms.
I0822 16:54:11.996839  9939 caffe.cpp:356] inception_4e/relu_3x3_reduce	forward: 0.1601 ms.
I0822 16:54:11.996841  9939 caffe.cpp:359] inception_4e/relu_3x3_reduce	backward: 0.2294 ms.
I0822 16:54:11.996845  9939 caffe.cpp:356] inception_4e/3x3	forward: 19.454 ms.
I0822 16:54:11.996847  9939 caffe.cpp:359] inception_4e/3x3	backward: 341.126 ms.
I0822 16:54:11.996851  9939 caffe.cpp:356] inception_4e/relu_3x3	forward: 0.3038 ms.
I0822 16:54:11.996855  9939 caffe.cpp:359] inception_4e/relu_3x3	backward: 0.415 ms.
I0822 16:54:11.996856  9939 caffe.cpp:356] inception_4e/5x5_reduce	forward: 5.3489 ms.
I0822 16:54:11.996860  9939 caffe.cpp:359] inception_4e/5x5_reduce	backward: 65.0967 ms.
I0822 16:54:11.996862  9939 caffe.cpp:356] inception_4e/relu_5x5_reduce	forward: 0.0436 ms.
I0822 16:54:11.996866  9939 caffe.cpp:359] inception_4e/relu_5x5_reduce	backward: 0.0588 ms.
I0822 16:54:11.996870  9939 caffe.cpp:356] inception_4e/5x5	forward: 9.2498 ms.
I0822 16:54:11.996875  9939 caffe.cpp:359] inception_4e/5x5	backward: 129.732 ms.
I0822 16:54:11.996877  9939 caffe.cpp:356] inception_4e/relu_5x5	forward: 0.1313 ms.
I0822 16:54:11.996881  9939 caffe.cpp:359] inception_4e/relu_5x5	backward: 0.1694 ms.
I0822 16:54:11.996883  9939 caffe.cpp:356] inception_4e/pool	forward: 2.5938 ms.
I0822 16:54:11.996886  9939 caffe.cpp:359] inception_4e/pool	backward: 5.8081 ms.
I0822 16:54:11.996888  9939 caffe.cpp:356] inception_4e/pool_proj	forward: 6.7181 ms.
I0822 16:54:11.996891  9939 caffe.cpp:359] inception_4e/pool_proj	backward: 126.116 ms.
I0822 16:54:11.996896  9939 caffe.cpp:356] inception_4e/relu_pool_proj	forward: 0.1318 ms.
I0822 16:54:11.996898  9939 caffe.cpp:359] inception_4e/relu_pool_proj	backward: 0.1675 ms.
I0822 16:54:11.996901  9939 caffe.cpp:356] inception_4e/output	forward: 0.7835 ms.
I0822 16:54:11.996903  9939 caffe.cpp:359] inception_4e/output	backward: 0.9491 ms.
I0822 16:54:11.996906  9939 caffe.cpp:356] pool4/3x3_s2	forward: 1.2002 ms.
I0822 16:54:11.996909  9939 caffe.cpp:359] pool4/3x3_s2	backward: 5.0835 ms.
I0822 16:54:11.996912  9939 caffe.cpp:356] pool4/3x3_s2_pool4/3x3_s2_0_split	forward: 0.0065 ms.
I0822 16:54:11.996915  9939 caffe.cpp:359] pool4/3x3_s2_pool4/3x3_s2_0_split	backward: 0.747 ms.
I0822 16:54:11.996918  9939 caffe.cpp:356] inception_5a/1x1	forward: 6.9411 ms.
I0822 16:54:11.996922  9939 caffe.cpp:359] inception_5a/1x1	backward: 136.234 ms.
I0822 16:54:11.996924  9939 caffe.cpp:356] inception_5a/relu_1x1	forward: 0.074 ms.
I0822 16:54:11.996927  9939 caffe.cpp:359] inception_5a/relu_1x1	backward: 0.0962 ms.
I0822 16:54:11.996930  9939 caffe.cpp:356] inception_5a/3x3_reduce	forward: 6.8486 ms.
I0822 16:54:11.996933  9939 caffe.cpp:359] inception_5a/3x3_reduce	backward: 78.5587 ms.
I0822 16:54:11.996937  9939 caffe.cpp:356] inception_5a/relu_3x3_reduce	forward: 0.0515 ms.
I0822 16:54:11.996939  9939 caffe.cpp:359] inception_5a/relu_3x3_reduce	backward: 0.0868 ms.
I0822 16:54:11.996942  9939 caffe.cpp:356] inception_5a/3x3	forward: 11.2162 ms.
I0822 16:54:11.996945  9939 caffe.cpp:359] inception_5a/3x3	backward: 343.484 ms.
I0822 16:54:11.996948  9939 caffe.cpp:356] inception_5a/relu_3x3	forward: 0.0889 ms.
I0822 16:54:11.996951  9939 caffe.cpp:359] inception_5a/relu_3x3	backward: 0.1134 ms.
I0822 16:54:11.996954  9939 caffe.cpp:356] inception_5a/5x5_reduce	forward: 6.7502 ms.
I0822 16:54:11.996958  9939 caffe.cpp:359] inception_5a/5x5_reduce	backward: 38.5141 ms.
I0822 16:54:11.996960  9939 caffe.cpp:356] inception_5a/relu_5x5_reduce	forward: 0.0222 ms.
I0822 16:54:11.996963  9939 caffe.cpp:359] inception_5a/relu_5x5_reduce	backward: 0.0282 ms.
I0822 16:54:11.996966  9939 caffe.cpp:356] inception_5a/5x5	forward: 5.1011 ms.
I0822 16:54:11.996969  9939 caffe.cpp:359] inception_5a/5x5	backward: 138.806 ms.
I0822 16:54:11.996973  9939 caffe.cpp:356] inception_5a/relu_5x5	forward: 0.0457 ms.
I0822 16:54:11.996975  9939 caffe.cpp:359] inception_5a/relu_5x5	backward: 0.0545 ms.
I0822 16:54:11.996978  9939 caffe.cpp:356] inception_5a/pool	forward: 1.0234 ms.
I0822 16:54:11.996981  9939 caffe.cpp:359] inception_5a/pool	backward: 2.2992 ms.
I0822 16:54:11.996984  9939 caffe.cpp:356] inception_5a/pool_proj	forward: 6.8515 ms.
I0822 16:54:11.996987  9939 caffe.cpp:359] inception_5a/pool_proj	backward: 68.5584 ms.
I0822 16:54:11.996990  9939 caffe.cpp:356] inception_5a/relu_pool_proj	forward: 0.0452 ms.
I0822 16:54:11.996994  9939 caffe.cpp:359] inception_5a/relu_pool_proj	backward: 0.0523 ms.
I0822 16:54:11.996996  9939 caffe.cpp:356] inception_5a/output	forward: 0.2253 ms.
I0822 16:54:11.996999  9939 caffe.cpp:359] inception_5a/output	backward: 0.27 ms.
I0822 16:54:11.997002  9939 caffe.cpp:356] inception_5a/output_inception_5a/output_0_split	forward: 0.0052 ms.
I0822 16:54:11.997005  9939 caffe.cpp:359] inception_5a/output_inception_5a/output_0_split	backward: 0.7631 ms.
I0822 16:54:11.997009  9939 caffe.cpp:356] inception_5b/1x1	forward: 7.0226 ms.
I0822 16:54:11.997011  9939 caffe.cpp:359] inception_5b/1x1	backward: 201.364 ms.
I0822 16:54:11.997016  9939 caffe.cpp:356] inception_5b/relu_1x1	forward: 0.1021 ms.
I0822 16:54:11.997020  9939 caffe.cpp:359] inception_5b/relu_1x1	backward: 0.1345 ms.
I0822 16:54:11.997022  9939 caffe.cpp:356] inception_5b/3x3_reduce	forward: 6.8859 ms.
I0822 16:54:11.997025  9939 caffe.cpp:359] inception_5b/3x3_reduce	backward: 88.5824 ms.
I0822 16:54:11.997028  9939 caffe.cpp:356] inception_5b/relu_3x3_reduce	forward: 0.0589 ms.
I0822 16:54:11.997031  9939 caffe.cpp:359] inception_5b/relu_3x3_reduce	backward: 0.0934 ms.
I0822 16:54:11.997035  9939 caffe.cpp:356] inception_5b/3x3	forward: 13.8831 ms.
I0822 16:54:11.997037  9939 caffe.cpp:359] inception_5b/3x3	backward: 212.434 ms.
I0822 16:54:11.997041  9939 caffe.cpp:356] inception_5b/relu_3x3	forward: 0.1034 ms.
I0822 16:54:11.997045  9939 caffe.cpp:359] inception_5b/relu_3x3	backward: 0.1328 ms.
I0822 16:54:11.997046  9939 caffe.cpp:356] inception_5b/5x5_reduce	forward: 6.6928 ms.
I0822 16:54:11.997050  9939 caffe.cpp:359] inception_5b/5x5_reduce	backward: 43.5265 ms.
I0822 16:54:11.997053  9939 caffe.cpp:356] inception_5b/relu_5x5_reduce	forward: 0.0247 ms.
I0822 16:54:11.997056  9939 caffe.cpp:359] inception_5b/relu_5x5_reduce	backward: 0.034 ms.
I0822 16:54:11.997058  9939 caffe.cpp:356] inception_5b/5x5	forward: 7.2844 ms.
I0822 16:54:11.997061  9939 caffe.cpp:359] inception_5b/5x5	backward: 139.771 ms.
I0822 16:54:11.997064  9939 caffe.cpp:356] inception_5b/relu_5x5	forward: 0.0467 ms.
I0822 16:54:11.997067  9939 caffe.cpp:359] inception_5b/relu_5x5	backward: 0.0538 ms.
I0822 16:54:11.997071  9939 caffe.cpp:356] inception_5b/pool	forward: 1.0237 ms.
I0822 16:54:11.997073  9939 caffe.cpp:359] inception_5b/pool	backward: 2.2934 ms.
I0822 16:54:11.997076  9939 caffe.cpp:356] inception_5b/pool_proj	forward: 6.8618 ms.
I0822 16:54:11.997079  9939 caffe.cpp:359] inception_5b/pool_proj	backward: 68.5525 ms.
I0822 16:54:11.997082  9939 caffe.cpp:356] inception_5b/relu_pool_proj	forward: 0.0443 ms.
I0822 16:54:11.997086  9939 caffe.cpp:359] inception_5b/relu_pool_proj	backward: 0.0525 ms.
I0822 16:54:11.997088  9939 caffe.cpp:356] inception_5b/output	forward: 0.2688 ms.
I0822 16:54:11.997092  9939 caffe.cpp:359] inception_5b/output	backward: 0.3258 ms.
I0822 16:54:11.997094  9939 caffe.cpp:356] pool5/7x7_s1	forward: 0.4969 ms.
I0822 16:54:11.997097  9939 caffe.cpp:359] pool5/7x7_s1	backward: 0.7537 ms.
I0822 16:54:11.997100  9939 caffe.cpp:356]        fc6	forward: 0.8255 ms.
I0822 16:54:11.997103  9939 caffe.cpp:359]        fc6	backward: 1.0068 ms.
I0822 16:54:11.997107  9939 caffe.cpp:356]   fc6/relu	forward: 0.0168 ms.
I0822 16:54:11.997109  9939 caffe.cpp:359]   fc6/relu	backward: 0.0172 ms.
I0822 16:54:11.997114  9939 caffe.cpp:364] Average Forward pass: 746.343 ms.
I0822 16:54:11.997117  9939 caffe.cpp:366] Average Backward pass: 8716.03 ms.
I0822 16:54:11.997122  9939 caffe.cpp:368] Average Forward-Backward: 9462.4 ms.
I0822 16:54:11.997124  9939 caffe.cpp:370] Total Time: 94624 ms.
I0822 16:54:11.997128  9939 caffe.cpp:371] *** Benchmark ends ***