I0228 23:02:15.098613 24886 caffe.cpp:308] Use GPU with device ID 0
I0228 23:02:15.320286 24886 upgrade_proto.cpp:51] Attempting to upgrade input file specified using deprecated V1LayerParameter: ./imagenet_winners/googlenet.prototxt
I0228 23:02:15.320616 24886 upgrade_proto.cpp:59] Successfully upgraded file specified using deprecated V1LayerParameter
I0228 23:02:15.320682 24886 upgrade_proto.cpp:65] Attempting to upgrade input file specified using deprecated input fields: ./imagenet_winners/googlenet.prototxt
I0228 23:02:15.320699 24886 upgrade_proto.cpp:68] Successfully upgraded file specified using deprecated input fields.
W0228 23:02:15.320704 24886 upgrade_proto.cpp:70] Note that future Caffe releases will only support input layers and not input fields.
I0228 23:02:15.321418 24886 net.cpp:49] Initializing net from parameters: 
name: "googlenet"
force_backward: true
state {
  phase: TRAIN
}
layer {
  name: "input"
  type: "Input"
  top: "data"
  input_param {
    shape {
      dim: 128
      dim: 3
      dim: 224
      dim: 224
    }
  }
}
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
I0228 23:02:15.321880 24886 layer_factory.hpp:77] Creating layer input
I0228 23:02:15.321908 24886 net.cpp:91] Creating Layer input
I0228 23:02:15.321914 24886 net.cpp:399] input -> data
I0228 23:02:15.327909 24886 net.cpp:141] Setting up input
I0228 23:02:15.327924 24886 net.cpp:148] Top shape: 128 3 224 224 (19267584)
I0228 23:02:15.327929 24886 net.cpp:156] Memory required for data: 77070336
I0228 23:02:15.327934 24886 layer_factory.hpp:77] Creating layer conv1/7x7_s2
I0228 23:02:15.327951 24886 net.cpp:91] Creating Layer conv1/7x7_s2
I0228 23:02:15.327956 24886 net.cpp:425] conv1/7x7_s2 <- data
I0228 23:02:15.327962 24886 net.cpp:399] conv1/7x7_s2 -> conv1/7x7_s2
I0228 23:02:15.462884 24886 net.cpp:141] Setting up conv1/7x7_s2
I0228 23:02:15.462913 24886 net.cpp:148] Top shape: 128 64 112 112 (102760448)
I0228 23:02:15.462916 24886 net.cpp:156] Memory required for data: 488112128
I0228 23:02:15.462932 24886 layer_factory.hpp:77] Creating layer conv1/relu_7x7
I0228 23:02:15.462944 24886 net.cpp:91] Creating Layer conv1/relu_7x7
I0228 23:02:15.462946 24886 net.cpp:425] conv1/relu_7x7 <- conv1/7x7_s2
I0228 23:02:15.462951 24886 net.cpp:386] conv1/relu_7x7 -> conv1/7x7_s2 (in-place)
I0228 23:02:15.463213 24886 net.cpp:141] Setting up conv1/relu_7x7
I0228 23:02:15.463223 24886 net.cpp:148] Top shape: 128 64 112 112 (102760448)
I0228 23:02:15.463227 24886 net.cpp:156] Memory required for data: 899153920
I0228 23:02:15.463229 24886 layer_factory.hpp:77] Creating layer pool1/3x3_s2
I0228 23:02:15.463238 24886 net.cpp:91] Creating Layer pool1/3x3_s2
I0228 23:02:15.463240 24886 net.cpp:425] pool1/3x3_s2 <- conv1/7x7_s2
I0228 23:02:15.463244 24886 net.cpp:399] pool1/3x3_s2 -> pool1/3x3_s2
I0228 23:02:15.463281 24886 net.cpp:141] Setting up pool1/3x3_s2
I0228 23:02:15.463286 24886 net.cpp:148] Top shape: 128 64 56 56 (25690112)
I0228 23:02:15.463289 24886 net.cpp:156] Memory required for data: 1001914368
I0228 23:02:15.463292 24886 layer_factory.hpp:77] Creating layer conv2/3x3_reduce
I0228 23:02:15.463310 24886 net.cpp:91] Creating Layer conv2/3x3_reduce
I0228 23:02:15.463313 24886 net.cpp:425] conv2/3x3_reduce <- pool1/3x3_s2
I0228 23:02:15.463318 24886 net.cpp:399] conv2/3x3_reduce -> conv2/3x3_reduce
I0228 23:02:15.464376 24886 net.cpp:141] Setting up conv2/3x3_reduce
I0228 23:02:15.464388 24886 net.cpp:148] Top shape: 128 64 56 56 (25690112)
I0228 23:02:15.464391 24886 net.cpp:156] Memory required for data: 1104674816
I0228 23:02:15.464400 24886 layer_factory.hpp:77] Creating layer conv2/relu_3x3_reduce
I0228 23:02:15.464404 24886 net.cpp:91] Creating Layer conv2/relu_3x3_reduce
I0228 23:02:15.464407 24886 net.cpp:425] conv2/relu_3x3_reduce <- conv2/3x3_reduce
I0228 23:02:15.464411 24886 net.cpp:386] conv2/relu_3x3_reduce -> conv2/3x3_reduce (in-place)
I0228 23:02:15.464645 24886 net.cpp:141] Setting up conv2/relu_3x3_reduce
I0228 23:02:15.464654 24886 net.cpp:148] Top shape: 128 64 56 56 (25690112)
I0228 23:02:15.464658 24886 net.cpp:156] Memory required for data: 1207435264
I0228 23:02:15.464661 24886 layer_factory.hpp:77] Creating layer conv2/3x3
I0228 23:02:15.464668 24886 net.cpp:91] Creating Layer conv2/3x3
I0228 23:02:15.464673 24886 net.cpp:425] conv2/3x3 <- conv2/3x3_reduce
I0228 23:02:15.464676 24886 net.cpp:399] conv2/3x3 -> conv2/3x3
I0228 23:02:15.466312 24886 net.cpp:141] Setting up conv2/3x3
I0228 23:02:15.466325 24886 net.cpp:148] Top shape: 128 192 56 56 (77070336)
I0228 23:02:15.466328 24886 net.cpp:156] Memory required for data: 1515716608
I0228 23:02:15.466336 24886 layer_factory.hpp:77] Creating layer conv2/relu_3x3
I0228 23:02:15.466341 24886 net.cpp:91] Creating Layer conv2/relu_3x3
I0228 23:02:15.466343 24886 net.cpp:425] conv2/relu_3x3 <- conv2/3x3
I0228 23:02:15.466347 24886 net.cpp:386] conv2/relu_3x3 -> conv2/3x3 (in-place)
I0228 23:02:15.466476 24886 net.cpp:141] Setting up conv2/relu_3x3
I0228 23:02:15.466482 24886 net.cpp:148] Top shape: 128 192 56 56 (77070336)
I0228 23:02:15.466485 24886 net.cpp:156] Memory required for data: 1823997952
I0228 23:02:15.466488 24886 layer_factory.hpp:77] Creating layer pool2/3x3_s2
I0228 23:02:15.466495 24886 net.cpp:91] Creating Layer pool2/3x3_s2
I0228 23:02:15.466498 24886 net.cpp:425] pool2/3x3_s2 <- conv2/3x3
I0228 23:02:15.466502 24886 net.cpp:399] pool2/3x3_s2 -> pool2/3x3_s2
I0228 23:02:15.466531 24886 net.cpp:141] Setting up pool2/3x3_s2
I0228 23:02:15.466534 24886 net.cpp:148] Top shape: 128 192 28 28 (19267584)
I0228 23:02:15.466537 24886 net.cpp:156] Memory required for data: 1901068288
I0228 23:02:15.466541 24886 layer_factory.hpp:77] Creating layer pool2/3x3_s2_pool2/3x3_s2_0_split
I0228 23:02:15.466545 24886 net.cpp:91] Creating Layer pool2/3x3_s2_pool2/3x3_s2_0_split
I0228 23:02:15.466548 24886 net.cpp:425] pool2/3x3_s2_pool2/3x3_s2_0_split <- pool2/3x3_s2
I0228 23:02:15.466552 24886 net.cpp:399] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_0
I0228 23:02:15.466557 24886 net.cpp:399] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_1
I0228 23:02:15.466560 24886 net.cpp:399] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_2
I0228 23:02:15.466565 24886 net.cpp:399] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_3
I0228 23:02:15.466601 24886 net.cpp:141] Setting up pool2/3x3_s2_pool2/3x3_s2_0_split
I0228 23:02:15.466606 24886 net.cpp:148] Top shape: 128 192 28 28 (19267584)
I0228 23:02:15.466609 24886 net.cpp:148] Top shape: 128 192 28 28 (19267584)
I0228 23:02:15.466614 24886 net.cpp:148] Top shape: 128 192 28 28 (19267584)
I0228 23:02:15.466616 24886 net.cpp:148] Top shape: 128 192 28 28 (19267584)
I0228 23:02:15.466619 24886 net.cpp:156] Memory required for data: 2209349632
I0228 23:02:15.466622 24886 layer_factory.hpp:77] Creating layer inception_3a/1x1
I0228 23:02:15.466629 24886 net.cpp:91] Creating Layer inception_3a/1x1
I0228 23:02:15.466631 24886 net.cpp:425] inception_3a/1x1 <- pool2/3x3_s2_pool2/3x3_s2_0_split_0
I0228 23:02:15.466639 24886 net.cpp:399] inception_3a/1x1 -> inception_3a/1x1
I0228 23:02:15.467939 24886 net.cpp:141] Setting up inception_3a/1x1
I0228 23:02:15.467954 24886 net.cpp:148] Top shape: 128 64 28 28 (6422528)
I0228 23:02:15.467958 24886 net.cpp:156] Memory required for data: 2235039744
I0228 23:02:15.467963 24886 layer_factory.hpp:77] Creating layer inception_3a/relu_1x1
I0228 23:02:15.467969 24886 net.cpp:91] Creating Layer inception_3a/relu_1x1
I0228 23:02:15.467972 24886 net.cpp:425] inception_3a/relu_1x1 <- inception_3a/1x1
I0228 23:02:15.467977 24886 net.cpp:386] inception_3a/relu_1x1 -> inception_3a/1x1 (in-place)
I0228 23:02:15.468204 24886 net.cpp:141] Setting up inception_3a/relu_1x1
I0228 23:02:15.468214 24886 net.cpp:148] Top shape: 128 64 28 28 (6422528)
I0228 23:02:15.468216 24886 net.cpp:156] Memory required for data: 2260729856
I0228 23:02:15.468219 24886 layer_factory.hpp:77] Creating layer inception_3a/3x3_reduce
I0228 23:02:15.468225 24886 net.cpp:91] Creating Layer inception_3a/3x3_reduce
I0228 23:02:15.468228 24886 net.cpp:425] inception_3a/3x3_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_1
I0228 23:02:15.468232 24886 net.cpp:399] inception_3a/3x3_reduce -> inception_3a/3x3_reduce
I0228 23:02:15.469404 24886 net.cpp:141] Setting up inception_3a/3x3_reduce
I0228 23:02:15.469416 24886 net.cpp:148] Top shape: 128 96 28 28 (9633792)
I0228 23:02:15.469419 24886 net.cpp:156] Memory required for data: 2299265024
I0228 23:02:15.469427 24886 layer_factory.hpp:77] Creating layer inception_3a/relu_3x3_reduce
I0228 23:02:15.469432 24886 net.cpp:91] Creating Layer inception_3a/relu_3x3_reduce
I0228 23:02:15.469435 24886 net.cpp:425] inception_3a/relu_3x3_reduce <- inception_3a/3x3_reduce
I0228 23:02:15.469440 24886 net.cpp:386] inception_3a/relu_3x3_reduce -> inception_3a/3x3_reduce (in-place)
I0228 23:02:15.469679 24886 net.cpp:141] Setting up inception_3a/relu_3x3_reduce
I0228 23:02:15.469689 24886 net.cpp:148] Top shape: 128 96 28 28 (9633792)
I0228 23:02:15.469692 24886 net.cpp:156] Memory required for data: 2337800192
I0228 23:02:15.469696 24886 layer_factory.hpp:77] Creating layer inception_3a/3x3
I0228 23:02:15.469703 24886 net.cpp:91] Creating Layer inception_3a/3x3
I0228 23:02:15.469707 24886 net.cpp:425] inception_3a/3x3 <- inception_3a/3x3_reduce
I0228 23:02:15.469712 24886 net.cpp:399] inception_3a/3x3 -> inception_3a/3x3
I0228 23:02:15.470986 24886 net.cpp:141] Setting up inception_3a/3x3
I0228 23:02:15.470998 24886 net.cpp:148] Top shape: 128 128 28 28 (12845056)
I0228 23:02:15.471000 24886 net.cpp:156] Memory required for data: 2389180416
I0228 23:02:15.471005 24886 layer_factory.hpp:77] Creating layer inception_3a/relu_3x3
I0228 23:02:15.471012 24886 net.cpp:91] Creating Layer inception_3a/relu_3x3
I0228 23:02:15.471015 24886 net.cpp:425] inception_3a/relu_3x3 <- inception_3a/3x3
I0228 23:02:15.471020 24886 net.cpp:386] inception_3a/relu_3x3 -> inception_3a/3x3 (in-place)
I0228 23:02:15.471144 24886 net.cpp:141] Setting up inception_3a/relu_3x3
I0228 23:02:15.471153 24886 net.cpp:148] Top shape: 128 128 28 28 (12845056)
I0228 23:02:15.471154 24886 net.cpp:156] Memory required for data: 2440560640
I0228 23:02:15.471158 24886 layer_factory.hpp:77] Creating layer inception_3a/5x5_reduce
I0228 23:02:15.471168 24886 net.cpp:91] Creating Layer inception_3a/5x5_reduce
I0228 23:02:15.471173 24886 net.cpp:425] inception_3a/5x5_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_2
I0228 23:02:15.471177 24886 net.cpp:399] inception_3a/5x5_reduce -> inception_3a/5x5_reduce
I0228 23:02:15.472111 24886 net.cpp:141] Setting up inception_3a/5x5_reduce
I0228 23:02:15.472122 24886 net.cpp:148] Top shape: 128 16 28 28 (1605632)
I0228 23:02:15.472126 24886 net.cpp:156] Memory required for data: 2446983168
I0228 23:02:15.472131 24886 layer_factory.hpp:77] Creating layer inception_3a/relu_5x5_reduce
I0228 23:02:15.472136 24886 net.cpp:91] Creating Layer inception_3a/relu_5x5_reduce
I0228 23:02:15.472138 24886 net.cpp:425] inception_3a/relu_5x5_reduce <- inception_3a/5x5_reduce
I0228 23:02:15.472144 24886 net.cpp:386] inception_3a/relu_5x5_reduce -> inception_3a/5x5_reduce (in-place)
I0228 23:02:15.472384 24886 net.cpp:141] Setting up inception_3a/relu_5x5_reduce
I0228 23:02:15.472398 24886 net.cpp:148] Top shape: 128 16 28 28 (1605632)
I0228 23:02:15.472400 24886 net.cpp:156] Memory required for data: 2453405696
I0228 23:02:15.472404 24886 layer_factory.hpp:77] Creating layer inception_3a/5x5
I0228 23:02:15.472412 24886 net.cpp:91] Creating Layer inception_3a/5x5
I0228 23:02:15.472416 24886 net.cpp:425] inception_3a/5x5 <- inception_3a/5x5_reduce
I0228 23:02:15.472421 24886 net.cpp:399] inception_3a/5x5 -> inception_3a/5x5
I0228 23:02:15.473175 24886 net.cpp:141] Setting up inception_3a/5x5
I0228 23:02:15.473184 24886 net.cpp:148] Top shape: 128 32 28 28 (3211264)
I0228 23:02:15.473187 24886 net.cpp:156] Memory required for data: 2466250752
I0228 23:02:15.473193 24886 layer_factory.hpp:77] Creating layer inception_3a/relu_5x5
I0228 23:02:15.473199 24886 net.cpp:91] Creating Layer inception_3a/relu_5x5
I0228 23:02:15.473202 24886 net.cpp:425] inception_3a/relu_5x5 <- inception_3a/5x5
I0228 23:02:15.473206 24886 net.cpp:386] inception_3a/relu_5x5 -> inception_3a/5x5 (in-place)
I0228 23:02:15.473446 24886 net.cpp:141] Setting up inception_3a/relu_5x5
I0228 23:02:15.473456 24886 net.cpp:148] Top shape: 128 32 28 28 (3211264)
I0228 23:02:15.473459 24886 net.cpp:156] Memory required for data: 2479095808
I0228 23:02:15.473462 24886 layer_factory.hpp:77] Creating layer inception_3a/pool
I0228 23:02:15.473469 24886 net.cpp:91] Creating Layer inception_3a/pool
I0228 23:02:15.473471 24886 net.cpp:425] inception_3a/pool <- pool2/3x3_s2_pool2/3x3_s2_0_split_3
I0228 23:02:15.473476 24886 net.cpp:399] inception_3a/pool -> inception_3a/pool
I0228 23:02:15.473510 24886 net.cpp:141] Setting up inception_3a/pool
I0228 23:02:15.473515 24886 net.cpp:148] Top shape: 128 192 28 28 (19267584)
I0228 23:02:15.473518 24886 net.cpp:156] Memory required for data: 2556166144
I0228 23:02:15.473521 24886 layer_factory.hpp:77] Creating layer inception_3a/pool_proj
I0228 23:02:15.473527 24886 net.cpp:91] Creating Layer inception_3a/pool_proj
I0228 23:02:15.473531 24886 net.cpp:425] inception_3a/pool_proj <- inception_3a/pool
I0228 23:02:15.473537 24886 net.cpp:399] inception_3a/pool_proj -> inception_3a/pool_proj
I0228 23:02:15.474386 24886 net.cpp:141] Setting up inception_3a/pool_proj
I0228 23:02:15.474397 24886 net.cpp:148] Top shape: 128 32 28 28 (3211264)
I0228 23:02:15.474401 24886 net.cpp:156] Memory required for data: 2569011200
I0228 23:02:15.474408 24886 layer_factory.hpp:77] Creating layer inception_3a/relu_pool_proj
I0228 23:02:15.474416 24886 net.cpp:91] Creating Layer inception_3a/relu_pool_proj
I0228 23:02:15.474418 24886 net.cpp:425] inception_3a/relu_pool_proj <- inception_3a/pool_proj
I0228 23:02:15.474422 24886 net.cpp:386] inception_3a/relu_pool_proj -> inception_3a/pool_proj (in-place)
I0228 23:02:15.474552 24886 net.cpp:141] Setting up inception_3a/relu_pool_proj
I0228 23:02:15.474560 24886 net.cpp:148] Top shape: 128 32 28 28 (3211264)
I0228 23:02:15.474563 24886 net.cpp:156] Memory required for data: 2581856256
I0228 23:02:15.474565 24886 layer_factory.hpp:77] Creating layer inception_3a/output
I0228 23:02:15.474570 24886 net.cpp:91] Creating Layer inception_3a/output
I0228 23:02:15.474573 24886 net.cpp:425] inception_3a/output <- inception_3a/1x1
I0228 23:02:15.474577 24886 net.cpp:425] inception_3a/output <- inception_3a/3x3
I0228 23:02:15.474581 24886 net.cpp:425] inception_3a/output <- inception_3a/5x5
I0228 23:02:15.474583 24886 net.cpp:425] inception_3a/output <- inception_3a/pool_proj
I0228 23:02:15.474588 24886 net.cpp:399] inception_3a/output -> inception_3a/output
I0228 23:02:15.474611 24886 net.cpp:141] Setting up inception_3a/output
I0228 23:02:15.474616 24886 net.cpp:148] Top shape: 128 256 28 28 (25690112)
I0228 23:02:15.474617 24886 net.cpp:156] Memory required for data: 2684616704
I0228 23:02:15.474620 24886 layer_factory.hpp:77] Creating layer inception_3a/output_inception_3a/output_0_split
I0228 23:02:15.474624 24886 net.cpp:91] Creating Layer inception_3a/output_inception_3a/output_0_split
I0228 23:02:15.474627 24886 net.cpp:425] inception_3a/output_inception_3a/output_0_split <- inception_3a/output
I0228 23:02:15.474634 24886 net.cpp:399] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_0
I0228 23:02:15.474639 24886 net.cpp:399] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_1
I0228 23:02:15.474645 24886 net.cpp:399] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_2
I0228 23:02:15.474649 24886 net.cpp:399] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_3
I0228 23:02:15.474691 24886 net.cpp:141] Setting up inception_3a/output_inception_3a/output_0_split
I0228 23:02:15.474695 24886 net.cpp:148] Top shape: 128 256 28 28 (25690112)
I0228 23:02:15.474699 24886 net.cpp:148] Top shape: 128 256 28 28 (25690112)
I0228 23:02:15.474701 24886 net.cpp:148] Top shape: 128 256 28 28 (25690112)
I0228 23:02:15.474704 24886 net.cpp:148] Top shape: 128 256 28 28 (25690112)
I0228 23:02:15.474707 24886 net.cpp:156] Memory required for data: 3095658496
I0228 23:02:15.474710 24886 layer_factory.hpp:77] Creating layer inception_3b/1x1
I0228 23:02:15.474719 24886 net.cpp:91] Creating Layer inception_3b/1x1
I0228 23:02:15.474721 24886 net.cpp:425] inception_3b/1x1 <- inception_3a/output_inception_3a/output_0_split_0
I0228 23:02:15.474726 24886 net.cpp:399] inception_3b/1x1 -> inception_3b/1x1
I0228 23:02:15.475692 24886 net.cpp:141] Setting up inception_3b/1x1
I0228 23:02:15.475705 24886 net.cpp:148] Top shape: 128 128 28 28 (12845056)
I0228 23:02:15.475708 24886 net.cpp:156] Memory required for data: 3147038720
I0228 23:02:15.475713 24886 layer_factory.hpp:77] Creating layer inception_3b/relu_1x1
I0228 23:02:15.475719 24886 net.cpp:91] Creating Layer inception_3b/relu_1x1
I0228 23:02:15.475723 24886 net.cpp:425] inception_3b/relu_1x1 <- inception_3b/1x1
I0228 23:02:15.475728 24886 net.cpp:386] inception_3b/relu_1x1 -> inception_3b/1x1 (in-place)
I0228 23:02:15.475965 24886 net.cpp:141] Setting up inception_3b/relu_1x1
I0228 23:02:15.475975 24886 net.cpp:148] Top shape: 128 128 28 28 (12845056)
I0228 23:02:15.475977 24886 net.cpp:156] Memory required for data: 3198418944
I0228 23:02:15.475980 24886 layer_factory.hpp:77] Creating layer inception_3b/3x3_reduce
I0228 23:02:15.475988 24886 net.cpp:91] Creating Layer inception_3b/3x3_reduce
I0228 23:02:15.475991 24886 net.cpp:425] inception_3b/3x3_reduce <- inception_3a/output_inception_3a/output_0_split_1
I0228 23:02:15.475998 24886 net.cpp:399] inception_3b/3x3_reduce -> inception_3b/3x3_reduce
I0228 23:02:15.476855 24886 net.cpp:141] Setting up inception_3b/3x3_reduce
I0228 23:02:15.476866 24886 net.cpp:148] Top shape: 128 128 28 28 (12845056)
I0228 23:02:15.476869 24886 net.cpp:156] Memory required for data: 3249799168
I0228 23:02:15.476876 24886 layer_factory.hpp:77] Creating layer inception_3b/relu_3x3_reduce
I0228 23:02:15.476881 24886 net.cpp:91] Creating Layer inception_3b/relu_3x3_reduce
I0228 23:02:15.476883 24886 net.cpp:425] inception_3b/relu_3x3_reduce <- inception_3b/3x3_reduce
I0228 23:02:15.476899 24886 net.cpp:386] inception_3b/relu_3x3_reduce -> inception_3b/3x3_reduce (in-place)
I0228 23:02:15.477144 24886 net.cpp:141] Setting up inception_3b/relu_3x3_reduce
I0228 23:02:15.477154 24886 net.cpp:148] Top shape: 128 128 28 28 (12845056)
I0228 23:02:15.477156 24886 net.cpp:156] Memory required for data: 3301179392
I0228 23:02:15.477170 24886 layer_factory.hpp:77] Creating layer inception_3b/3x3
I0228 23:02:15.477179 24886 net.cpp:91] Creating Layer inception_3b/3x3
I0228 23:02:15.477182 24886 net.cpp:425] inception_3b/3x3 <- inception_3b/3x3_reduce
I0228 23:02:15.477188 24886 net.cpp:399] inception_3b/3x3 -> inception_3b/3x3
I0228 23:02:15.479424 24886 net.cpp:141] Setting up inception_3b/3x3
I0228 23:02:15.479435 24886 net.cpp:148] Top shape: 128 192 28 28 (19267584)
I0228 23:02:15.479439 24886 net.cpp:156] Memory required for data: 3378249728
I0228 23:02:15.479444 24886 layer_factory.hpp:77] Creating layer inception_3b/relu_3x3
I0228 23:02:15.479454 24886 net.cpp:91] Creating Layer inception_3b/relu_3x3
I0228 23:02:15.479457 24886 net.cpp:425] inception_3b/relu_3x3 <- inception_3b/3x3
I0228 23:02:15.479462 24886 net.cpp:386] inception_3b/relu_3x3 -> inception_3b/3x3 (in-place)
I0228 23:02:15.479596 24886 net.cpp:141] Setting up inception_3b/relu_3x3
I0228 23:02:15.479604 24886 net.cpp:148] Top shape: 128 192 28 28 (19267584)
I0228 23:02:15.479606 24886 net.cpp:156] Memory required for data: 3455320064
I0228 23:02:15.479620 24886 layer_factory.hpp:77] Creating layer inception_3b/5x5_reduce
I0228 23:02:15.479629 24886 net.cpp:91] Creating Layer inception_3b/5x5_reduce
I0228 23:02:15.479631 24886 net.cpp:425] inception_3b/5x5_reduce <- inception_3a/output_inception_3a/output_0_split_2
I0228 23:02:15.479637 24886 net.cpp:399] inception_3b/5x5_reduce -> inception_3b/5x5_reduce
I0228 23:02:15.480469 24886 net.cpp:141] Setting up inception_3b/5x5_reduce
I0228 23:02:15.480480 24886 net.cpp:148] Top shape: 128 32 28 28 (3211264)
I0228 23:02:15.480484 24886 net.cpp:156] Memory required for data: 3468165120
I0228 23:02:15.480489 24886 layer_factory.hpp:77] Creating layer inception_3b/relu_5x5_reduce
I0228 23:02:15.480497 24886 net.cpp:91] Creating Layer inception_3b/relu_5x5_reduce
I0228 23:02:15.480500 24886 net.cpp:425] inception_3b/relu_5x5_reduce <- inception_3b/5x5_reduce
I0228 23:02:15.480505 24886 net.cpp:386] inception_3b/relu_5x5_reduce -> inception_3b/5x5_reduce (in-place)
I0228 23:02:15.480761 24886 net.cpp:141] Setting up inception_3b/relu_5x5_reduce
I0228 23:02:15.480772 24886 net.cpp:148] Top shape: 128 32 28 28 (3211264)
I0228 23:02:15.480774 24886 net.cpp:156] Memory required for data: 3481010176
I0228 23:02:15.480777 24886 layer_factory.hpp:77] Creating layer inception_3b/5x5
I0228 23:02:15.480785 24886 net.cpp:91] Creating Layer inception_3b/5x5
I0228 23:02:15.480788 24886 net.cpp:425] inception_3b/5x5 <- inception_3b/5x5_reduce
I0228 23:02:15.480793 24886 net.cpp:399] inception_3b/5x5 -> inception_3b/5x5
I0228 23:02:15.482372 24886 net.cpp:141] Setting up inception_3b/5x5
I0228 23:02:15.482385 24886 net.cpp:148] Top shape: 128 96 28 28 (9633792)
I0228 23:02:15.482388 24886 net.cpp:156] Memory required for data: 3519545344
I0228 23:02:15.482393 24886 layer_factory.hpp:77] Creating layer inception_3b/relu_5x5
I0228 23:02:15.482399 24886 net.cpp:91] Creating Layer inception_3b/relu_5x5
I0228 23:02:15.482403 24886 net.cpp:425] inception_3b/relu_5x5 <- inception_3b/5x5
I0228 23:02:15.482406 24886 net.cpp:386] inception_3b/relu_5x5 -> inception_3b/5x5 (in-place)
I0228 23:02:15.482671 24886 net.cpp:141] Setting up inception_3b/relu_5x5
I0228 23:02:15.482681 24886 net.cpp:148] Top shape: 128 96 28 28 (9633792)
I0228 23:02:15.482683 24886 net.cpp:156] Memory required for data: 3558080512
I0228 23:02:15.482686 24886 layer_factory.hpp:77] Creating layer inception_3b/pool
I0228 23:02:15.482692 24886 net.cpp:91] Creating Layer inception_3b/pool
I0228 23:02:15.482694 24886 net.cpp:425] inception_3b/pool <- inception_3a/output_inception_3a/output_0_split_3
I0228 23:02:15.482700 24886 net.cpp:399] inception_3b/pool -> inception_3b/pool
I0228 23:02:15.482736 24886 net.cpp:141] Setting up inception_3b/pool
I0228 23:02:15.482741 24886 net.cpp:148] Top shape: 128 256 28 28 (25690112)
I0228 23:02:15.482743 24886 net.cpp:156] Memory required for data: 3660840960
I0228 23:02:15.482746 24886 layer_factory.hpp:77] Creating layer inception_3b/pool_proj
I0228 23:02:15.482755 24886 net.cpp:91] Creating Layer inception_3b/pool_proj
I0228 23:02:15.482758 24886 net.cpp:425] inception_3b/pool_proj <- inception_3b/pool
I0228 23:02:15.482763 24886 net.cpp:399] inception_3b/pool_proj -> inception_3b/pool_proj
I0228 23:02:15.483657 24886 net.cpp:141] Setting up inception_3b/pool_proj
I0228 23:02:15.483669 24886 net.cpp:148] Top shape: 128 64 28 28 (6422528)
I0228 23:02:15.483671 24886 net.cpp:156] Memory required for data: 3686531072
I0228 23:02:15.483676 24886 layer_factory.hpp:77] Creating layer inception_3b/relu_pool_proj
I0228 23:02:15.483682 24886 net.cpp:91] Creating Layer inception_3b/relu_pool_proj
I0228 23:02:15.483690 24886 net.cpp:425] inception_3b/relu_pool_proj <- inception_3b/pool_proj
I0228 23:02:15.483695 24886 net.cpp:386] inception_3b/relu_pool_proj -> inception_3b/pool_proj (in-place)
I0228 23:02:15.483826 24886 net.cpp:141] Setting up inception_3b/relu_pool_proj
I0228 23:02:15.483834 24886 net.cpp:148] Top shape: 128 64 28 28 (6422528)
I0228 23:02:15.483836 24886 net.cpp:156] Memory required for data: 3712221184
I0228 23:02:15.483839 24886 layer_factory.hpp:77] Creating layer inception_3b/output
I0228 23:02:15.483845 24886 net.cpp:91] Creating Layer inception_3b/output
I0228 23:02:15.483849 24886 net.cpp:425] inception_3b/output <- inception_3b/1x1
I0228 23:02:15.483852 24886 net.cpp:425] inception_3b/output <- inception_3b/3x3
I0228 23:02:15.483855 24886 net.cpp:425] inception_3b/output <- inception_3b/5x5
I0228 23:02:15.483860 24886 net.cpp:425] inception_3b/output <- inception_3b/pool_proj
I0228 23:02:15.483862 24886 net.cpp:399] inception_3b/output -> inception_3b/output
I0228 23:02:15.483886 24886 net.cpp:141] Setting up inception_3b/output
I0228 23:02:15.483891 24886 net.cpp:148] Top shape: 128 480 28 28 (48168960)
I0228 23:02:15.483894 24886 net.cpp:156] Memory required for data: 3904897024
I0228 23:02:15.483897 24886 layer_factory.hpp:77] Creating layer pool3/3x3_s2
I0228 23:02:15.483901 24886 net.cpp:91] Creating Layer pool3/3x3_s2
I0228 23:02:15.483904 24886 net.cpp:425] pool3/3x3_s2 <- inception_3b/output
I0228 23:02:15.483912 24886 net.cpp:399] pool3/3x3_s2 -> pool3/3x3_s2
I0228 23:02:15.483952 24886 net.cpp:141] Setting up pool3/3x3_s2
I0228 23:02:15.483955 24886 net.cpp:148] Top shape: 128 480 14 14 (12042240)
I0228 23:02:15.483958 24886 net.cpp:156] Memory required for data: 3953065984
I0228 23:02:15.483960 24886 layer_factory.hpp:77] Creating layer pool3/3x3_s2_pool3/3x3_s2_0_split
I0228 23:02:15.483966 24886 net.cpp:91] Creating Layer pool3/3x3_s2_pool3/3x3_s2_0_split
I0228 23:02:15.483969 24886 net.cpp:425] pool3/3x3_s2_pool3/3x3_s2_0_split <- pool3/3x3_s2
I0228 23:02:15.483973 24886 net.cpp:399] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_0
I0228 23:02:15.483978 24886 net.cpp:399] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_1
I0228 23:02:15.483984 24886 net.cpp:399] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_2
I0228 23:02:15.483989 24886 net.cpp:399] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_3
I0228 23:02:15.484030 24886 net.cpp:141] Setting up pool3/3x3_s2_pool3/3x3_s2_0_split
I0228 23:02:15.484035 24886 net.cpp:148] Top shape: 128 480 14 14 (12042240)
I0228 23:02:15.484038 24886 net.cpp:148] Top shape: 128 480 14 14 (12042240)
I0228 23:02:15.484041 24886 net.cpp:148] Top shape: 128 480 14 14 (12042240)
I0228 23:02:15.484045 24886 net.cpp:148] Top shape: 128 480 14 14 (12042240)
I0228 23:02:15.484047 24886 net.cpp:156] Memory required for data: 4145741824
I0228 23:02:15.484050 24886 layer_factory.hpp:77] Creating layer inception_4a/1x1
I0228 23:02:15.484057 24886 net.cpp:91] Creating Layer inception_4a/1x1
I0228 23:02:15.484061 24886 net.cpp:425] inception_4a/1x1 <- pool3/3x3_s2_pool3/3x3_s2_0_split_0
I0228 23:02:15.484066 24886 net.cpp:399] inception_4a/1x1 -> inception_4a/1x1
I0228 23:02:15.485383 24886 net.cpp:141] Setting up inception_4a/1x1
I0228 23:02:15.485394 24886 net.cpp:148] Top shape: 128 192 14 14 (4816896)
I0228 23:02:15.485396 24886 net.cpp:156] Memory required for data: 4165009408
I0228 23:02:15.485404 24886 layer_factory.hpp:77] Creating layer inception_4a/relu_1x1
I0228 23:02:15.485409 24886 net.cpp:91] Creating Layer inception_4a/relu_1x1
I0228 23:02:15.485412 24886 net.cpp:425] inception_4a/relu_1x1 <- inception_4a/1x1
I0228 23:02:15.485416 24886 net.cpp:386] inception_4a/relu_1x1 -> inception_4a/1x1 (in-place)
I0228 23:02:15.485667 24886 net.cpp:141] Setting up inception_4a/relu_1x1
I0228 23:02:15.485677 24886 net.cpp:148] Top shape: 128 192 14 14 (4816896)
I0228 23:02:15.485680 24886 net.cpp:156] Memory required for data: 4184276992
I0228 23:02:15.485687 24886 layer_factory.hpp:77] Creating layer inception_4a/3x3_reduce
I0228 23:02:15.485695 24886 net.cpp:91] Creating Layer inception_4a/3x3_reduce
I0228 23:02:15.485699 24886 net.cpp:425] inception_4a/3x3_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_1
I0228 23:02:15.485704 24886 net.cpp:399] inception_4a/3x3_reduce -> inception_4a/3x3_reduce
I0228 23:02:15.486670 24886 net.cpp:141] Setting up inception_4a/3x3_reduce
I0228 23:02:15.486680 24886 net.cpp:148] Top shape: 128 96 14 14 (2408448)
I0228 23:02:15.486683 24886 net.cpp:156] Memory required for data: 4193910784
I0228 23:02:15.486692 24886 layer_factory.hpp:77] Creating layer inception_4a/relu_3x3_reduce
I0228 23:02:15.486698 24886 net.cpp:91] Creating Layer inception_4a/relu_3x3_reduce
I0228 23:02:15.486702 24886 net.cpp:425] inception_4a/relu_3x3_reduce <- inception_4a/3x3_reduce
I0228 23:02:15.486706 24886 net.cpp:386] inception_4a/relu_3x3_reduce -> inception_4a/3x3_reduce (in-place)
I0228 23:02:15.486965 24886 net.cpp:141] Setting up inception_4a/relu_3x3_reduce
I0228 23:02:15.486975 24886 net.cpp:148] Top shape: 128 96 14 14 (2408448)
I0228 23:02:15.486979 24886 net.cpp:156] Memory required for data: 4203544576
I0228 23:02:15.486981 24886 layer_factory.hpp:77] Creating layer inception_4a/3x3
I0228 23:02:15.486992 24886 net.cpp:91] Creating Layer inception_4a/3x3
I0228 23:02:15.486995 24886 net.cpp:425] inception_4a/3x3 <- inception_4a/3x3_reduce
I0228 23:02:15.487000 24886 net.cpp:399] inception_4a/3x3 -> inception_4a/3x3
I0228 23:02:15.489162 24886 net.cpp:141] Setting up inception_4a/3x3
I0228 23:02:15.489173 24886 net.cpp:148] Top shape: 128 208 14 14 (5218304)
I0228 23:02:15.489177 24886 net.cpp:156] Memory required for data: 4224417792
I0228 23:02:15.489182 24886 layer_factory.hpp:77] Creating layer inception_4a/relu_3x3
I0228 23:02:15.489189 24886 net.cpp:91] Creating Layer inception_4a/relu_3x3
I0228 23:02:15.489192 24886 net.cpp:425] inception_4a/relu_3x3 <- inception_4a/3x3
I0228 23:02:15.489197 24886 net.cpp:386] inception_4a/relu_3x3 -> inception_4a/3x3 (in-place)
I0228 23:02:15.489338 24886 net.cpp:141] Setting up inception_4a/relu_3x3
I0228 23:02:15.489346 24886 net.cpp:148] Top shape: 128 208 14 14 (5218304)
I0228 23:02:15.489348 24886 net.cpp:156] Memory required for data: 4245291008
I0228 23:02:15.489351 24886 layer_factory.hpp:77] Creating layer inception_4a/5x5_reduce
I0228 23:02:15.489359 24886 net.cpp:91] Creating Layer inception_4a/5x5_reduce
I0228 23:02:15.489362 24886 net.cpp:425] inception_4a/5x5_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_2
I0228 23:02:15.489367 24886 net.cpp:399] inception_4a/5x5_reduce -> inception_4a/5x5_reduce
I0228 23:02:15.490224 24886 net.cpp:141] Setting up inception_4a/5x5_reduce
I0228 23:02:15.490236 24886 net.cpp:148] Top shape: 128 16 14 14 (401408)
I0228 23:02:15.490239 24886 net.cpp:156] Memory required for data: 4246896640
I0228 23:02:15.490244 24886 layer_factory.hpp:77] Creating layer inception_4a/relu_5x5_reduce
I0228 23:02:15.490253 24886 net.cpp:91] Creating Layer inception_4a/relu_5x5_reduce
I0228 23:02:15.490257 24886 net.cpp:425] inception_4a/relu_5x5_reduce <- inception_4a/5x5_reduce
I0228 23:02:15.490262 24886 net.cpp:386] inception_4a/relu_5x5_reduce -> inception_4a/5x5_reduce (in-place)
I0228 23:02:15.490519 24886 net.cpp:141] Setting up inception_4a/relu_5x5_reduce
I0228 23:02:15.490528 24886 net.cpp:148] Top shape: 128 16 14 14 (401408)
I0228 23:02:15.490530 24886 net.cpp:156] Memory required for data: 4248502272
I0228 23:02:15.490535 24886 layer_factory.hpp:77] Creating layer inception_4a/5x5
I0228 23:02:15.490543 24886 net.cpp:91] Creating Layer inception_4a/5x5
I0228 23:02:15.490546 24886 net.cpp:425] inception_4a/5x5 <- inception_4a/5x5_reduce
I0228 23:02:15.490551 24886 net.cpp:399] inception_4a/5x5 -> inception_4a/5x5
I0228 23:02:15.491354 24886 net.cpp:141] Setting up inception_4a/5x5
I0228 23:02:15.491365 24886 net.cpp:148] Top shape: 128 48 14 14 (1204224)
I0228 23:02:15.491369 24886 net.cpp:156] Memory required for data: 4253319168
I0228 23:02:15.491379 24886 layer_factory.hpp:77] Creating layer inception_4a/relu_5x5
I0228 23:02:15.491385 24886 net.cpp:91] Creating Layer inception_4a/relu_5x5
I0228 23:02:15.491389 24886 net.cpp:425] inception_4a/relu_5x5 <- inception_4a/5x5
I0228 23:02:15.491394 24886 net.cpp:386] inception_4a/relu_5x5 -> inception_4a/5x5 (in-place)
I0228 23:02:15.491641 24886 net.cpp:141] Setting up inception_4a/relu_5x5
I0228 23:02:15.491652 24886 net.cpp:148] Top shape: 128 48 14 14 (1204224)
I0228 23:02:15.491654 24886 net.cpp:156] Memory required for data: 4258136064
I0228 23:02:15.491657 24886 layer_factory.hpp:77] Creating layer inception_4a/pool
I0228 23:02:15.491663 24886 net.cpp:91] Creating Layer inception_4a/pool
I0228 23:02:15.491667 24886 net.cpp:425] inception_4a/pool <- pool3/3x3_s2_pool3/3x3_s2_0_split_3
I0228 23:02:15.491673 24886 net.cpp:399] inception_4a/pool -> inception_4a/pool
I0228 23:02:15.491708 24886 net.cpp:141] Setting up inception_4a/pool
I0228 23:02:15.491714 24886 net.cpp:148] Top shape: 128 480 14 14 (12042240)
I0228 23:02:15.491716 24886 net.cpp:156] Memory required for data: 4306305024
I0228 23:02:15.491719 24886 layer_factory.hpp:77] Creating layer inception_4a/pool_proj
I0228 23:02:15.491727 24886 net.cpp:91] Creating Layer inception_4a/pool_proj
I0228 23:02:15.491730 24886 net.cpp:425] inception_4a/pool_proj <- inception_4a/pool
I0228 23:02:15.491736 24886 net.cpp:399] inception_4a/pool_proj -> inception_4a/pool_proj
I0228 23:02:15.492975 24886 net.cpp:141] Setting up inception_4a/pool_proj
I0228 23:02:15.492986 24886 net.cpp:148] Top shape: 128 64 14 14 (1605632)
I0228 23:02:15.492990 24886 net.cpp:156] Memory required for data: 4312727552
I0228 23:02:15.492995 24886 layer_factory.hpp:77] Creating layer inception_4a/relu_pool_proj
I0228 23:02:15.493001 24886 net.cpp:91] Creating Layer inception_4a/relu_pool_proj
I0228 23:02:15.493005 24886 net.cpp:425] inception_4a/relu_pool_proj <- inception_4a/pool_proj
I0228 23:02:15.493008 24886 net.cpp:386] inception_4a/relu_pool_proj -> inception_4a/pool_proj (in-place)
I0228 23:02:15.493145 24886 net.cpp:141] Setting up inception_4a/relu_pool_proj
I0228 23:02:15.493152 24886 net.cpp:148] Top shape: 128 64 14 14 (1605632)
I0228 23:02:15.493155 24886 net.cpp:156] Memory required for data: 4319150080
I0228 23:02:15.493158 24886 layer_factory.hpp:77] Creating layer inception_4a/output
I0228 23:02:15.493165 24886 net.cpp:91] Creating Layer inception_4a/output
I0228 23:02:15.493167 24886 net.cpp:425] inception_4a/output <- inception_4a/1x1
I0228 23:02:15.493171 24886 net.cpp:425] inception_4a/output <- inception_4a/3x3
I0228 23:02:15.493175 24886 net.cpp:425] inception_4a/output <- inception_4a/5x5
I0228 23:02:15.493177 24886 net.cpp:425] inception_4a/output <- inception_4a/pool_proj
I0228 23:02:15.493181 24886 net.cpp:399] inception_4a/output -> inception_4a/output
I0228 23:02:15.493206 24886 net.cpp:141] Setting up inception_4a/output
I0228 23:02:15.493211 24886 net.cpp:148] Top shape: 128 512 14 14 (12845056)
I0228 23:02:15.493213 24886 net.cpp:156] Memory required for data: 4370530304
I0228 23:02:15.493216 24886 layer_factory.hpp:77] Creating layer inception_4a/output_inception_4a/output_0_split
I0228 23:02:15.493221 24886 net.cpp:91] Creating Layer inception_4a/output_inception_4a/output_0_split
I0228 23:02:15.493223 24886 net.cpp:425] inception_4a/output_inception_4a/output_0_split <- inception_4a/output
I0228 23:02:15.493228 24886 net.cpp:399] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_0
I0228 23:02:15.493233 24886 net.cpp:399] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_1
I0228 23:02:15.493238 24886 net.cpp:399] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_2
I0228 23:02:15.493242 24886 net.cpp:399] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_3
I0228 23:02:15.493289 24886 net.cpp:141] Setting up inception_4a/output_inception_4a/output_0_split
I0228 23:02:15.493297 24886 net.cpp:148] Top shape: 128 512 14 14 (12845056)
I0228 23:02:15.493301 24886 net.cpp:148] Top shape: 128 512 14 14 (12845056)
I0228 23:02:15.493304 24886 net.cpp:148] Top shape: 128 512 14 14 (12845056)
I0228 23:02:15.493307 24886 net.cpp:148] Top shape: 128 512 14 14 (12845056)
I0228 23:02:15.493310 24886 net.cpp:156] Memory required for data: 4576051200
I0228 23:02:15.493314 24886 layer_factory.hpp:77] Creating layer inception_4b/1x1
I0228 23:02:15.493320 24886 net.cpp:91] Creating Layer inception_4b/1x1
I0228 23:02:15.493324 24886 net.cpp:425] inception_4b/1x1 <- inception_4a/output_inception_4a/output_0_split_0
I0228 23:02:15.493330 24886 net.cpp:399] inception_4b/1x1 -> inception_4b/1x1
I0228 23:02:15.494832 24886 net.cpp:141] Setting up inception_4b/1x1
I0228 23:02:15.494844 24886 net.cpp:148] Top shape: 128 160 14 14 (4014080)
I0228 23:02:15.494848 24886 net.cpp:156] Memory required for data: 4592107520
I0228 23:02:15.494853 24886 layer_factory.hpp:77] Creating layer inception_4b/relu_1x1
I0228 23:02:15.494858 24886 net.cpp:91] Creating Layer inception_4b/relu_1x1
I0228 23:02:15.494863 24886 net.cpp:425] inception_4b/relu_1x1 <- inception_4b/1x1
I0228 23:02:15.494866 24886 net.cpp:386] inception_4b/relu_1x1 -> inception_4b/1x1 (in-place)
I0228 23:02:15.495201 24886 net.cpp:141] Setting up inception_4b/relu_1x1
I0228 23:02:15.495213 24886 net.cpp:148] Top shape: 128 160 14 14 (4014080)
I0228 23:02:15.495215 24886 net.cpp:156] Memory required for data: 4608163840
I0228 23:02:15.495218 24886 layer_factory.hpp:77] Creating layer inception_4b/3x3_reduce
I0228 23:02:15.495226 24886 net.cpp:91] Creating Layer inception_4b/3x3_reduce
I0228 23:02:15.495230 24886 net.cpp:425] inception_4b/3x3_reduce <- inception_4a/output_inception_4a/output_0_split_1
I0228 23:02:15.495236 24886 net.cpp:399] inception_4b/3x3_reduce -> inception_4b/3x3_reduce
I0228 23:02:15.496551 24886 net.cpp:141] Setting up inception_4b/3x3_reduce
I0228 23:02:15.496562 24886 net.cpp:148] Top shape: 128 112 14 14 (2809856)
I0228 23:02:15.496564 24886 net.cpp:156] Memory required for data: 4619403264
I0228 23:02:15.496569 24886 layer_factory.hpp:77] Creating layer inception_4b/relu_3x3_reduce
I0228 23:02:15.496574 24886 net.cpp:91] Creating Layer inception_4b/relu_3x3_reduce
I0228 23:02:15.496578 24886 net.cpp:425] inception_4b/relu_3x3_reduce <- inception_4b/3x3_reduce
I0228 23:02:15.496582 24886 net.cpp:386] inception_4b/relu_3x3_reduce -> inception_4b/3x3_reduce (in-place)
I0228 23:02:15.497225 24886 net.cpp:141] Setting up inception_4b/relu_3x3_reduce
I0228 23:02:15.497234 24886 net.cpp:148] Top shape: 128 112 14 14 (2809856)
I0228 23:02:15.497236 24886 net.cpp:156] Memory required for data: 4630642688
I0228 23:02:15.497241 24886 layer_factory.hpp:77] Creating layer inception_4b/3x3
I0228 23:02:15.497248 24886 net.cpp:91] Creating Layer inception_4b/3x3
I0228 23:02:15.497251 24886 net.cpp:425] inception_4b/3x3 <- inception_4b/3x3_reduce
I0228 23:02:15.497258 24886 net.cpp:399] inception_4b/3x3 -> inception_4b/3x3
I0228 23:02:15.499897 24886 net.cpp:141] Setting up inception_4b/3x3
I0228 23:02:15.499909 24886 net.cpp:148] Top shape: 128 224 14 14 (5619712)
I0228 23:02:15.499912 24886 net.cpp:156] Memory required for data: 4653121536
I0228 23:02:15.499918 24886 layer_factory.hpp:77] Creating layer inception_4b/relu_3x3
I0228 23:02:15.499923 24886 net.cpp:91] Creating Layer inception_4b/relu_3x3
I0228 23:02:15.499927 24886 net.cpp:425] inception_4b/relu_3x3 <- inception_4b/3x3
I0228 23:02:15.499932 24886 net.cpp:386] inception_4b/relu_3x3 -> inception_4b/3x3 (in-place)
I0228 23:02:15.500066 24886 net.cpp:141] Setting up inception_4b/relu_3x3
I0228 23:02:15.500073 24886 net.cpp:148] Top shape: 128 224 14 14 (5619712)
I0228 23:02:15.500077 24886 net.cpp:156] Memory required for data: 4675600384
I0228 23:02:15.500079 24886 layer_factory.hpp:77] Creating layer inception_4b/5x5_reduce
I0228 23:02:15.500087 24886 net.cpp:91] Creating Layer inception_4b/5x5_reduce
I0228 23:02:15.500092 24886 net.cpp:425] inception_4b/5x5_reduce <- inception_4a/output_inception_4a/output_0_split_2
I0228 23:02:15.500102 24886 net.cpp:399] inception_4b/5x5_reduce -> inception_4b/5x5_reduce
I0228 23:02:15.501638 24886 net.cpp:141] Setting up inception_4b/5x5_reduce
I0228 23:02:15.501651 24886 net.cpp:148] Top shape: 128 24 14 14 (602112)
I0228 23:02:15.501653 24886 net.cpp:156] Memory required for data: 4678008832
I0228 23:02:15.501659 24886 layer_factory.hpp:77] Creating layer inception_4b/relu_5x5_reduce
I0228 23:02:15.501664 24886 net.cpp:91] Creating Layer inception_4b/relu_5x5_reduce
I0228 23:02:15.501667 24886 net.cpp:425] inception_4b/relu_5x5_reduce <- inception_4b/5x5_reduce
I0228 23:02:15.501672 24886 net.cpp:386] inception_4b/relu_5x5_reduce -> inception_4b/5x5_reduce (in-place)
I0228 23:02:15.502356 24886 net.cpp:141] Setting up inception_4b/relu_5x5_reduce
I0228 23:02:15.502367 24886 net.cpp:148] Top shape: 128 24 14 14 (602112)
I0228 23:02:15.502369 24886 net.cpp:156] Memory required for data: 4680417280
I0228 23:02:15.502373 24886 layer_factory.hpp:77] Creating layer inception_4b/5x5
I0228 23:02:15.502387 24886 net.cpp:91] Creating Layer inception_4b/5x5
I0228 23:02:15.502390 24886 net.cpp:425] inception_4b/5x5 <- inception_4b/5x5_reduce
I0228 23:02:15.502395 24886 net.cpp:399] inception_4b/5x5 -> inception_4b/5x5
I0228 23:02:15.504011 24886 net.cpp:141] Setting up inception_4b/5x5
I0228 23:02:15.504022 24886 net.cpp:148] Top shape: 128 64 14 14 (1605632)
I0228 23:02:15.504025 24886 net.cpp:156] Memory required for data: 4686839808
I0228 23:02:15.504031 24886 layer_factory.hpp:77] Creating layer inception_4b/relu_5x5
I0228 23:02:15.504036 24886 net.cpp:91] Creating Layer inception_4b/relu_5x5
I0228 23:02:15.504040 24886 net.cpp:425] inception_4b/relu_5x5 <- inception_4b/5x5
I0228 23:02:15.504045 24886 net.cpp:386] inception_4b/relu_5x5 -> inception_4b/5x5 (in-place)
I0228 23:02:15.504369 24886 net.cpp:141] Setting up inception_4b/relu_5x5
I0228 23:02:15.504379 24886 net.cpp:148] Top shape: 128 64 14 14 (1605632)
I0228 23:02:15.504381 24886 net.cpp:156] Memory required for data: 4693262336
I0228 23:02:15.504384 24886 layer_factory.hpp:77] Creating layer inception_4b/pool
I0228 23:02:15.504390 24886 net.cpp:91] Creating Layer inception_4b/pool
I0228 23:02:15.504395 24886 net.cpp:425] inception_4b/pool <- inception_4a/output_inception_4a/output_0_split_3
I0228 23:02:15.504400 24886 net.cpp:399] inception_4b/pool -> inception_4b/pool
I0228 23:02:15.504437 24886 net.cpp:141] Setting up inception_4b/pool
I0228 23:02:15.504442 24886 net.cpp:148] Top shape: 128 512 14 14 (12845056)
I0228 23:02:15.504446 24886 net.cpp:156] Memory required for data: 4744642560
I0228 23:02:15.504448 24886 layer_factory.hpp:77] Creating layer inception_4b/pool_proj
I0228 23:02:15.504457 24886 net.cpp:91] Creating Layer inception_4b/pool_proj
I0228 23:02:15.504461 24886 net.cpp:425] inception_4b/pool_proj <- inception_4b/pool
I0228 23:02:15.504465 24886 net.cpp:399] inception_4b/pool_proj -> inception_4b/pool_proj
I0228 23:02:15.506363 24886 net.cpp:141] Setting up inception_4b/pool_proj
I0228 23:02:15.506376 24886 net.cpp:148] Top shape: 128 64 14 14 (1605632)
I0228 23:02:15.506379 24886 net.cpp:156] Memory required for data: 4751065088
I0228 23:02:15.506384 24886 layer_factory.hpp:77] Creating layer inception_4b/relu_pool_proj
I0228 23:02:15.506389 24886 net.cpp:91] Creating Layer inception_4b/relu_pool_proj
I0228 23:02:15.506393 24886 net.cpp:425] inception_4b/relu_pool_proj <- inception_4b/pool_proj
I0228 23:02:15.506397 24886 net.cpp:386] inception_4b/relu_pool_proj -> inception_4b/pool_proj (in-place)
I0228 23:02:15.506535 24886 net.cpp:141] Setting up inception_4b/relu_pool_proj
I0228 23:02:15.506542 24886 net.cpp:148] Top shape: 128 64 14 14 (1605632)
I0228 23:02:15.506546 24886 net.cpp:156] Memory required for data: 4757487616
I0228 23:02:15.506548 24886 layer_factory.hpp:77] Creating layer inception_4b/output
I0228 23:02:15.506553 24886 net.cpp:91] Creating Layer inception_4b/output
I0228 23:02:15.506556 24886 net.cpp:425] inception_4b/output <- inception_4b/1x1
I0228 23:02:15.506564 24886 net.cpp:425] inception_4b/output <- inception_4b/3x3
I0228 23:02:15.506568 24886 net.cpp:425] inception_4b/output <- inception_4b/5x5
I0228 23:02:15.506572 24886 net.cpp:425] inception_4b/output <- inception_4b/pool_proj
I0228 23:02:15.506577 24886 net.cpp:399] inception_4b/output -> inception_4b/output
I0228 23:02:15.506602 24886 net.cpp:141] Setting up inception_4b/output
I0228 23:02:15.506606 24886 net.cpp:148] Top shape: 128 512 14 14 (12845056)
I0228 23:02:15.506608 24886 net.cpp:156] Memory required for data: 4808867840
I0228 23:02:15.506611 24886 layer_factory.hpp:77] Creating layer inception_4b/output_inception_4b/output_0_split
I0228 23:02:15.506618 24886 net.cpp:91] Creating Layer inception_4b/output_inception_4b/output_0_split
I0228 23:02:15.506620 24886 net.cpp:425] inception_4b/output_inception_4b/output_0_split <- inception_4b/output
I0228 23:02:15.506624 24886 net.cpp:399] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_0
I0228 23:02:15.506633 24886 net.cpp:399] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_1
I0228 23:02:15.506638 24886 net.cpp:399] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_2
I0228 23:02:15.506642 24886 net.cpp:399] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_3
I0228 23:02:15.506690 24886 net.cpp:141] Setting up inception_4b/output_inception_4b/output_0_split
I0228 23:02:15.506693 24886 net.cpp:148] Top shape: 128 512 14 14 (12845056)
I0228 23:02:15.506697 24886 net.cpp:148] Top shape: 128 512 14 14 (12845056)
I0228 23:02:15.506700 24886 net.cpp:148] Top shape: 128 512 14 14 (12845056)
I0228 23:02:15.506703 24886 net.cpp:148] Top shape: 128 512 14 14 (12845056)
I0228 23:02:15.506706 24886 net.cpp:156] Memory required for data: 5014388736
I0228 23:02:15.506708 24886 layer_factory.hpp:77] Creating layer inception_4c/1x1
I0228 23:02:15.506716 24886 net.cpp:91] Creating Layer inception_4c/1x1
I0228 23:02:15.506719 24886 net.cpp:425] inception_4c/1x1 <- inception_4b/output_inception_4b/output_0_split_0
I0228 23:02:15.506726 24886 net.cpp:399] inception_4c/1x1 -> inception_4c/1x1
I0228 23:02:15.508252 24886 net.cpp:141] Setting up inception_4c/1x1
I0228 23:02:15.508265 24886 net.cpp:148] Top shape: 128 128 14 14 (3211264)
I0228 23:02:15.508268 24886 net.cpp:156] Memory required for data: 5027233792
I0228 23:02:15.508273 24886 layer_factory.hpp:77] Creating layer inception_4c/relu_1x1
I0228 23:02:15.508280 24886 net.cpp:91] Creating Layer inception_4c/relu_1x1
I0228 23:02:15.508282 24886 net.cpp:425] inception_4c/relu_1x1 <- inception_4c/1x1
I0228 23:02:15.508287 24886 net.cpp:386] inception_4c/relu_1x1 -> inception_4c/1x1 (in-place)
I0228 23:02:15.508592 24886 net.cpp:141] Setting up inception_4c/relu_1x1
I0228 23:02:15.508605 24886 net.cpp:148] Top shape: 128 128 14 14 (3211264)
I0228 23:02:15.508608 24886 net.cpp:156] Memory required for data: 5040078848
I0228 23:02:15.508611 24886 layer_factory.hpp:77] Creating layer inception_4c/3x3_reduce
I0228 23:02:15.508620 24886 net.cpp:91] Creating Layer inception_4c/3x3_reduce
I0228 23:02:15.508623 24886 net.cpp:425] inception_4c/3x3_reduce <- inception_4b/output_inception_4b/output_0_split_1
I0228 23:02:15.508628 24886 net.cpp:399] inception_4c/3x3_reduce -> inception_4c/3x3_reduce
I0228 23:02:15.510016 24886 net.cpp:141] Setting up inception_4c/3x3_reduce
I0228 23:02:15.510027 24886 net.cpp:148] Top shape: 128 128 14 14 (3211264)
I0228 23:02:15.510030 24886 net.cpp:156] Memory required for data: 5052923904
I0228 23:02:15.510036 24886 layer_factory.hpp:77] Creating layer inception_4c/relu_3x3_reduce
I0228 23:02:15.510041 24886 net.cpp:91] Creating Layer inception_4c/relu_3x3_reduce
I0228 23:02:15.510045 24886 net.cpp:425] inception_4c/relu_3x3_reduce <- inception_4c/3x3_reduce
I0228 23:02:15.510051 24886 net.cpp:386] inception_4c/relu_3x3_reduce -> inception_4c/3x3_reduce (in-place)
I0228 23:02:15.510339 24886 net.cpp:141] Setting up inception_4c/relu_3x3_reduce
I0228 23:02:15.510355 24886 net.cpp:148] Top shape: 128 128 14 14 (3211264)
I0228 23:02:15.510360 24886 net.cpp:156] Memory required for data: 5065768960
I0228 23:02:15.510362 24886 layer_factory.hpp:77] Creating layer inception_4c/3x3
I0228 23:02:15.510371 24886 net.cpp:91] Creating Layer inception_4c/3x3
I0228 23:02:15.510375 24886 net.cpp:425] inception_4c/3x3 <- inception_4c/3x3_reduce
I0228 23:02:15.510380 24886 net.cpp:399] inception_4c/3x3 -> inception_4c/3x3
I0228 23:02:15.514318 24886 net.cpp:141] Setting up inception_4c/3x3
I0228 23:02:15.514330 24886 net.cpp:148] Top shape: 128 256 14 14 (6422528)
I0228 23:02:15.514333 24886 net.cpp:156] Memory required for data: 5091459072
I0228 23:02:15.514338 24886 layer_factory.hpp:77] Creating layer inception_4c/relu_3x3
I0228 23:02:15.514344 24886 net.cpp:91] Creating Layer inception_4c/relu_3x3
I0228 23:02:15.514348 24886 net.cpp:425] inception_4c/relu_3x3 <- inception_4c/3x3
I0228 23:02:15.514353 24886 net.cpp:386] inception_4c/relu_3x3 -> inception_4c/3x3 (in-place)
I0228 23:02:15.514484 24886 net.cpp:141] Setting up inception_4c/relu_3x3
I0228 23:02:15.514492 24886 net.cpp:148] Top shape: 128 256 14 14 (6422528)
I0228 23:02:15.514494 24886 net.cpp:156] Memory required for data: 5117149184
I0228 23:02:15.514497 24886 layer_factory.hpp:77] Creating layer inception_4c/5x5_reduce
I0228 23:02:15.514505 24886 net.cpp:91] Creating Layer inception_4c/5x5_reduce
I0228 23:02:15.514508 24886 net.cpp:425] inception_4c/5x5_reduce <- inception_4b/output_inception_4b/output_0_split_2
I0228 23:02:15.514515 24886 net.cpp:399] inception_4c/5x5_reduce -> inception_4c/5x5_reduce
I0228 23:02:15.516013 24886 net.cpp:141] Setting up inception_4c/5x5_reduce
I0228 23:02:15.516023 24886 net.cpp:148] Top shape: 128 24 14 14 (602112)
I0228 23:02:15.516027 24886 net.cpp:156] Memory required for data: 5119557632
I0228 23:02:15.516032 24886 layer_factory.hpp:77] Creating layer inception_4c/relu_5x5_reduce
I0228 23:02:15.516037 24886 net.cpp:91] Creating Layer inception_4c/relu_5x5_reduce
I0228 23:02:15.516041 24886 net.cpp:425] inception_4c/relu_5x5_reduce <- inception_4c/5x5_reduce
I0228 23:02:15.516046 24886 net.cpp:386] inception_4c/relu_5x5_reduce -> inception_4c/5x5_reduce (in-place)
I0228 23:02:15.516566 24886 net.cpp:141] Setting up inception_4c/relu_5x5_reduce
I0228 23:02:15.516576 24886 net.cpp:148] Top shape: 128 24 14 14 (602112)
I0228 23:02:15.516578 24886 net.cpp:156] Memory required for data: 5121966080
I0228 23:02:15.516582 24886 layer_factory.hpp:77] Creating layer inception_4c/5x5
I0228 23:02:15.516590 24886 net.cpp:91] Creating Layer inception_4c/5x5
I0228 23:02:15.516593 24886 net.cpp:425] inception_4c/5x5 <- inception_4c/5x5_reduce
I0228 23:02:15.516599 24886 net.cpp:399] inception_4c/5x5 -> inception_4c/5x5
I0228 23:02:15.517732 24886 net.cpp:141] Setting up inception_4c/5x5
I0228 23:02:15.517743 24886 net.cpp:148] Top shape: 128 64 14 14 (1605632)
I0228 23:02:15.517746 24886 net.cpp:156] Memory required for data: 5128388608
I0228 23:02:15.517751 24886 layer_factory.hpp:77] Creating layer inception_4c/relu_5x5
I0228 23:02:15.517757 24886 net.cpp:91] Creating Layer inception_4c/relu_5x5
I0228 23:02:15.517761 24886 net.cpp:425] inception_4c/relu_5x5 <- inception_4c/5x5
I0228 23:02:15.517765 24886 net.cpp:386] inception_4c/relu_5x5 -> inception_4c/5x5 (in-place)
I0228 23:02:15.518124 24886 net.cpp:141] Setting up inception_4c/relu_5x5
I0228 23:02:15.518136 24886 net.cpp:148] Top shape: 128 64 14 14 (1605632)
I0228 23:02:15.518138 24886 net.cpp:156] Memory required for data: 5134811136
I0228 23:02:15.518141 24886 layer_factory.hpp:77] Creating layer inception_4c/pool
I0228 23:02:15.518151 24886 net.cpp:91] Creating Layer inception_4c/pool
I0228 23:02:15.518154 24886 net.cpp:425] inception_4c/pool <- inception_4b/output_inception_4b/output_0_split_3
I0228 23:02:15.518159 24886 net.cpp:399] inception_4c/pool -> inception_4c/pool
I0228 23:02:15.518206 24886 net.cpp:141] Setting up inception_4c/pool
I0228 23:02:15.518213 24886 net.cpp:148] Top shape: 128 512 14 14 (12845056)
I0228 23:02:15.518218 24886 net.cpp:156] Memory required for data: 5186191360
I0228 23:02:15.518223 24886 layer_factory.hpp:77] Creating layer inception_4c/pool_proj
I0228 23:02:15.518230 24886 net.cpp:91] Creating Layer inception_4c/pool_proj
I0228 23:02:15.518234 24886 net.cpp:425] inception_4c/pool_proj <- inception_4c/pool
I0228 23:02:15.518239 24886 net.cpp:399] inception_4c/pool_proj -> inception_4c/pool_proj
I0228 23:02:15.524678 24886 net.cpp:141] Setting up inception_4c/pool_proj
I0228 23:02:15.524690 24886 net.cpp:148] Top shape: 128 64 14 14 (1605632)
I0228 23:02:15.524693 24886 net.cpp:156] Memory required for data: 5192613888
I0228 23:02:15.524708 24886 layer_factory.hpp:77] Creating layer inception_4c/relu_pool_proj
I0228 23:02:15.524714 24886 net.cpp:91] Creating Layer inception_4c/relu_pool_proj
I0228 23:02:15.524718 24886 net.cpp:425] inception_4c/relu_pool_proj <- inception_4c/pool_proj
I0228 23:02:15.524723 24886 net.cpp:386] inception_4c/relu_pool_proj -> inception_4c/pool_proj (in-place)
I0228 23:02:15.524862 24886 net.cpp:141] Setting up inception_4c/relu_pool_proj
I0228 23:02:15.524869 24886 net.cpp:148] Top shape: 128 64 14 14 (1605632)
I0228 23:02:15.524873 24886 net.cpp:156] Memory required for data: 5199036416
I0228 23:02:15.524875 24886 layer_factory.hpp:77] Creating layer inception_4c/output
I0228 23:02:15.524880 24886 net.cpp:91] Creating Layer inception_4c/output
I0228 23:02:15.524883 24886 net.cpp:425] inception_4c/output <- inception_4c/1x1
I0228 23:02:15.524888 24886 net.cpp:425] inception_4c/output <- inception_4c/3x3
I0228 23:02:15.524891 24886 net.cpp:425] inception_4c/output <- inception_4c/5x5
I0228 23:02:15.524895 24886 net.cpp:425] inception_4c/output <- inception_4c/pool_proj
I0228 23:02:15.524899 24886 net.cpp:399] inception_4c/output -> inception_4c/output
I0228 23:02:15.524926 24886 net.cpp:141] Setting up inception_4c/output
I0228 23:02:15.524931 24886 net.cpp:148] Top shape: 128 512 14 14 (12845056)
I0228 23:02:15.524933 24886 net.cpp:156] Memory required for data: 5250416640
I0228 23:02:15.524936 24886 layer_factory.hpp:77] Creating layer inception_4c/output_inception_4c/output_0_split
I0228 23:02:15.524941 24886 net.cpp:91] Creating Layer inception_4c/output_inception_4c/output_0_split
I0228 23:02:15.524943 24886 net.cpp:425] inception_4c/output_inception_4c/output_0_split <- inception_4c/output
I0228 23:02:15.524948 24886 net.cpp:399] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_0
I0228 23:02:15.524953 24886 net.cpp:399] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_1
I0228 23:02:15.524958 24886 net.cpp:399] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_2
I0228 23:02:15.524962 24886 net.cpp:399] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_3
I0228 23:02:15.525014 24886 net.cpp:141] Setting up inception_4c/output_inception_4c/output_0_split
I0228 23:02:15.525019 24886 net.cpp:148] Top shape: 128 512 14 14 (12845056)
I0228 23:02:15.525022 24886 net.cpp:148] Top shape: 128 512 14 14 (12845056)
I0228 23:02:15.525025 24886 net.cpp:148] Top shape: 128 512 14 14 (12845056)
I0228 23:02:15.525029 24886 net.cpp:148] Top shape: 128 512 14 14 (12845056)
I0228 23:02:15.525032 24886 net.cpp:156] Memory required for data: 5455937536
I0228 23:02:15.525034 24886 layer_factory.hpp:77] Creating layer inception_4d/1x1
I0228 23:02:15.525045 24886 net.cpp:91] Creating Layer inception_4d/1x1
I0228 23:02:15.525048 24886 net.cpp:425] inception_4d/1x1 <- inception_4c/output_inception_4c/output_0_split_0
I0228 23:02:15.525053 24886 net.cpp:399] inception_4d/1x1 -> inception_4d/1x1
I0228 23:02:15.526902 24886 net.cpp:141] Setting up inception_4d/1x1
I0228 23:02:15.526916 24886 net.cpp:148] Top shape: 128 112 14 14 (2809856)
I0228 23:02:15.526919 24886 net.cpp:156] Memory required for data: 5467176960
I0228 23:02:15.526924 24886 layer_factory.hpp:77] Creating layer inception_4d/relu_1x1
I0228 23:02:15.526934 24886 net.cpp:91] Creating Layer inception_4d/relu_1x1
I0228 23:02:15.526938 24886 net.cpp:425] inception_4d/relu_1x1 <- inception_4d/1x1
I0228 23:02:15.526943 24886 net.cpp:386] inception_4d/relu_1x1 -> inception_4d/1x1 (in-place)
I0228 23:02:15.527503 24886 net.cpp:141] Setting up inception_4d/relu_1x1
I0228 23:02:15.527514 24886 net.cpp:148] Top shape: 128 112 14 14 (2809856)
I0228 23:02:15.527518 24886 net.cpp:156] Memory required for data: 5478416384
I0228 23:02:15.527520 24886 layer_factory.hpp:77] Creating layer inception_4d/3x3_reduce
I0228 23:02:15.527529 24886 net.cpp:91] Creating Layer inception_4d/3x3_reduce
I0228 23:02:15.527532 24886 net.cpp:425] inception_4d/3x3_reduce <- inception_4c/output_inception_4c/output_0_split_1
I0228 23:02:15.527537 24886 net.cpp:399] inception_4d/3x3_reduce -> inception_4d/3x3_reduce
I0228 23:02:15.528832 24886 net.cpp:141] Setting up inception_4d/3x3_reduce
I0228 23:02:15.528843 24886 net.cpp:148] Top shape: 128 144 14 14 (3612672)
I0228 23:02:15.528846 24886 net.cpp:156] Memory required for data: 5492867072
I0228 23:02:15.528852 24886 layer_factory.hpp:77] Creating layer inception_4d/relu_3x3_reduce
I0228 23:02:15.528857 24886 net.cpp:91] Creating Layer inception_4d/relu_3x3_reduce
I0228 23:02:15.528861 24886 net.cpp:425] inception_4d/relu_3x3_reduce <- inception_4d/3x3_reduce
I0228 23:02:15.528869 24886 net.cpp:386] inception_4d/relu_3x3_reduce -> inception_4d/3x3_reduce (in-place)
I0228 23:02:15.529140 24886 net.cpp:141] Setting up inception_4d/relu_3x3_reduce
I0228 23:02:15.529150 24886 net.cpp:148] Top shape: 128 144 14 14 (3612672)
I0228 23:02:15.529153 24886 net.cpp:156] Memory required for data: 5507317760
I0228 23:02:15.529156 24886 layer_factory.hpp:77] Creating layer inception_4d/3x3
I0228 23:02:15.529165 24886 net.cpp:91] Creating Layer inception_4d/3x3
I0228 23:02:15.529168 24886 net.cpp:425] inception_4d/3x3 <- inception_4d/3x3_reduce
I0228 23:02:15.529175 24886 net.cpp:399] inception_4d/3x3 -> inception_4d/3x3
I0228 23:02:15.532315 24886 net.cpp:141] Setting up inception_4d/3x3
I0228 23:02:15.532326 24886 net.cpp:148] Top shape: 128 288 14 14 (7225344)
I0228 23:02:15.532331 24886 net.cpp:156] Memory required for data: 5536219136
I0228 23:02:15.532336 24886 layer_factory.hpp:77] Creating layer inception_4d/relu_3x3
I0228 23:02:15.532342 24886 net.cpp:91] Creating Layer inception_4d/relu_3x3
I0228 23:02:15.532346 24886 net.cpp:425] inception_4d/relu_3x3 <- inception_4d/3x3
I0228 23:02:15.532351 24886 net.cpp:386] inception_4d/relu_3x3 -> inception_4d/3x3 (in-place)
I0228 23:02:15.532491 24886 net.cpp:141] Setting up inception_4d/relu_3x3
I0228 23:02:15.532498 24886 net.cpp:148] Top shape: 128 288 14 14 (7225344)
I0228 23:02:15.532501 24886 net.cpp:156] Memory required for data: 5565120512
I0228 23:02:15.532505 24886 layer_factory.hpp:77] Creating layer inception_4d/5x5_reduce
I0228 23:02:15.532513 24886 net.cpp:91] Creating Layer inception_4d/5x5_reduce
I0228 23:02:15.532517 24886 net.cpp:425] inception_4d/5x5_reduce <- inception_4c/output_inception_4c/output_0_split_2
I0228 23:02:15.532522 24886 net.cpp:399] inception_4d/5x5_reduce -> inception_4d/5x5_reduce
I0228 23:02:15.533583 24886 net.cpp:141] Setting up inception_4d/5x5_reduce
I0228 23:02:15.533594 24886 net.cpp:148] Top shape: 128 32 14 14 (802816)
I0228 23:02:15.533597 24886 net.cpp:156] Memory required for data: 5568331776
I0228 23:02:15.533603 24886 layer_factory.hpp:77] Creating layer inception_4d/relu_5x5_reduce
I0228 23:02:15.533609 24886 net.cpp:91] Creating Layer inception_4d/relu_5x5_reduce
I0228 23:02:15.533613 24886 net.cpp:425] inception_4d/relu_5x5_reduce <- inception_4d/5x5_reduce
I0228 23:02:15.533617 24886 net.cpp:386] inception_4d/relu_5x5_reduce -> inception_4d/5x5_reduce (in-place)
I0228 23:02:15.533898 24886 net.cpp:141] Setting up inception_4d/relu_5x5_reduce
I0228 23:02:15.533910 24886 net.cpp:148] Top shape: 128 32 14 14 (802816)
I0228 23:02:15.533912 24886 net.cpp:156] Memory required for data: 5571543040
I0228 23:02:15.533920 24886 layer_factory.hpp:77] Creating layer inception_4d/5x5
I0228 23:02:15.533928 24886 net.cpp:91] Creating Layer inception_4d/5x5
I0228 23:02:15.533932 24886 net.cpp:425] inception_4d/5x5 <- inception_4d/5x5_reduce
I0228 23:02:15.533937 24886 net.cpp:399] inception_4d/5x5 -> inception_4d/5x5
I0228 23:02:15.534931 24886 net.cpp:141] Setting up inception_4d/5x5
I0228 23:02:15.534943 24886 net.cpp:148] Top shape: 128 64 14 14 (1605632)
I0228 23:02:15.534946 24886 net.cpp:156] Memory required for data: 5577965568
I0228 23:02:15.534951 24886 layer_factory.hpp:77] Creating layer inception_4d/relu_5x5
I0228 23:02:15.534956 24886 net.cpp:91] Creating Layer inception_4d/relu_5x5
I0228 23:02:15.534960 24886 net.cpp:425] inception_4d/relu_5x5 <- inception_4d/5x5
I0228 23:02:15.534965 24886 net.cpp:386] inception_4d/relu_5x5 -> inception_4d/5x5 (in-place)
I0228 23:02:15.535223 24886 net.cpp:141] Setting up inception_4d/relu_5x5
I0228 23:02:15.535233 24886 net.cpp:148] Top shape: 128 64 14 14 (1605632)
I0228 23:02:15.535236 24886 net.cpp:156] Memory required for data: 5584388096
I0228 23:02:15.535239 24886 layer_factory.hpp:77] Creating layer inception_4d/pool
I0228 23:02:15.535244 24886 net.cpp:91] Creating Layer inception_4d/pool
I0228 23:02:15.535248 24886 net.cpp:425] inception_4d/pool <- inception_4c/output_inception_4c/output_0_split_3
I0228 23:02:15.535254 24886 net.cpp:399] inception_4d/pool -> inception_4d/pool
I0228 23:02:15.535295 24886 net.cpp:141] Setting up inception_4d/pool
I0228 23:02:15.535300 24886 net.cpp:148] Top shape: 128 512 14 14 (12845056)
I0228 23:02:15.535303 24886 net.cpp:156] Memory required for data: 5635768320
I0228 23:02:15.535306 24886 layer_factory.hpp:77] Creating layer inception_4d/pool_proj
I0228 23:02:15.535313 24886 net.cpp:91] Creating Layer inception_4d/pool_proj
I0228 23:02:15.535317 24886 net.cpp:425] inception_4d/pool_proj <- inception_4d/pool
I0228 23:02:15.535321 24886 net.cpp:399] inception_4d/pool_proj -> inception_4d/pool_proj
I0228 23:02:15.536345 24886 net.cpp:141] Setting up inception_4d/pool_proj
I0228 23:02:15.536355 24886 net.cpp:148] Top shape: 128 64 14 14 (1605632)
I0228 23:02:15.536358 24886 net.cpp:156] Memory required for data: 5642190848
I0228 23:02:15.536363 24886 layer_factory.hpp:77] Creating layer inception_4d/relu_pool_proj
I0228 23:02:15.536368 24886 net.cpp:91] Creating Layer inception_4d/relu_pool_proj
I0228 23:02:15.536372 24886 net.cpp:425] inception_4d/relu_pool_proj <- inception_4d/pool_proj
I0228 23:02:15.536377 24886 net.cpp:386] inception_4d/relu_pool_proj -> inception_4d/pool_proj (in-place)
I0228 23:02:15.536520 24886 net.cpp:141] Setting up inception_4d/relu_pool_proj
I0228 23:02:15.536527 24886 net.cpp:148] Top shape: 128 64 14 14 (1605632)
I0228 23:02:15.536530 24886 net.cpp:156] Memory required for data: 5648613376
I0228 23:02:15.536533 24886 layer_factory.hpp:77] Creating layer inception_4d/output
I0228 23:02:15.536538 24886 net.cpp:91] Creating Layer inception_4d/output
I0228 23:02:15.536541 24886 net.cpp:425] inception_4d/output <- inception_4d/1x1
I0228 23:02:15.536545 24886 net.cpp:425] inception_4d/output <- inception_4d/3x3
I0228 23:02:15.536548 24886 net.cpp:425] inception_4d/output <- inception_4d/5x5
I0228 23:02:15.536551 24886 net.cpp:425] inception_4d/output <- inception_4d/pool_proj
I0228 23:02:15.536556 24886 net.cpp:399] inception_4d/output -> inception_4d/output
I0228 23:02:15.536583 24886 net.cpp:141] Setting up inception_4d/output
I0228 23:02:15.536588 24886 net.cpp:148] Top shape: 128 528 14 14 (13246464)
I0228 23:02:15.536592 24886 net.cpp:156] Memory required for data: 5701599232
I0228 23:02:15.536593 24886 layer_factory.hpp:77] Creating layer inception_4d/output_inception_4d/output_0_split
I0228 23:02:15.536598 24886 net.cpp:91] Creating Layer inception_4d/output_inception_4d/output_0_split
I0228 23:02:15.536603 24886 net.cpp:425] inception_4d/output_inception_4d/output_0_split <- inception_4d/output
I0228 23:02:15.536607 24886 net.cpp:399] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_0
I0228 23:02:15.536617 24886 net.cpp:399] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_1
I0228 23:02:15.536620 24886 net.cpp:399] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_2
I0228 23:02:15.536625 24886 net.cpp:399] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_3
I0228 23:02:15.536679 24886 net.cpp:141] Setting up inception_4d/output_inception_4d/output_0_split
I0228 23:02:15.536684 24886 net.cpp:148] Top shape: 128 528 14 14 (13246464)
I0228 23:02:15.536687 24886 net.cpp:148] Top shape: 128 528 14 14 (13246464)
I0228 23:02:15.536690 24886 net.cpp:148] Top shape: 128 528 14 14 (13246464)
I0228 23:02:15.536694 24886 net.cpp:148] Top shape: 128 528 14 14 (13246464)
I0228 23:02:15.536696 24886 net.cpp:156] Memory required for data: 5913542656
I0228 23:02:15.536698 24886 layer_factory.hpp:77] Creating layer inception_4e/1x1
I0228 23:02:15.536706 24886 net.cpp:91] Creating Layer inception_4e/1x1
I0228 23:02:15.536710 24886 net.cpp:425] inception_4e/1x1 <- inception_4d/output_inception_4d/output_0_split_0
I0228 23:02:15.536715 24886 net.cpp:399] inception_4e/1x1 -> inception_4e/1x1
I0228 23:02:15.538637 24886 net.cpp:141] Setting up inception_4e/1x1
I0228 23:02:15.538650 24886 net.cpp:148] Top shape: 128 256 14 14 (6422528)
I0228 23:02:15.538653 24886 net.cpp:156] Memory required for data: 5939232768
I0228 23:02:15.538660 24886 layer_factory.hpp:77] Creating layer inception_4e/relu_1x1
I0228 23:02:15.538664 24886 net.cpp:91] Creating Layer inception_4e/relu_1x1
I0228 23:02:15.538668 24886 net.cpp:425] inception_4e/relu_1x1 <- inception_4e/1x1
I0228 23:02:15.538672 24886 net.cpp:386] inception_4e/relu_1x1 -> inception_4e/1x1 (in-place)
I0228 23:02:15.538933 24886 net.cpp:141] Setting up inception_4e/relu_1x1
I0228 23:02:15.538944 24886 net.cpp:148] Top shape: 128 256 14 14 (6422528)
I0228 23:02:15.538949 24886 net.cpp:156] Memory required for data: 5964922880
I0228 23:02:15.538951 24886 layer_factory.hpp:77] Creating layer inception_4e/3x3_reduce
I0228 23:02:15.538959 24886 net.cpp:91] Creating Layer inception_4e/3x3_reduce
I0228 23:02:15.538964 24886 net.cpp:425] inception_4e/3x3_reduce <- inception_4d/output_inception_4d/output_0_split_1
I0228 23:02:15.538969 24886 net.cpp:399] inception_4e/3x3_reduce -> inception_4e/3x3_reduce
I0228 23:02:15.540127 24886 net.cpp:141] Setting up inception_4e/3x3_reduce
I0228 23:02:15.540138 24886 net.cpp:148] Top shape: 128 160 14 14 (4014080)
I0228 23:02:15.540140 24886 net.cpp:156] Memory required for data: 5980979200
I0228 23:02:15.540145 24886 layer_factory.hpp:77] Creating layer inception_4e/relu_3x3_reduce
I0228 23:02:15.540153 24886 net.cpp:91] Creating Layer inception_4e/relu_3x3_reduce
I0228 23:02:15.540155 24886 net.cpp:425] inception_4e/relu_3x3_reduce <- inception_4e/3x3_reduce
I0228 23:02:15.540160 24886 net.cpp:386] inception_4e/relu_3x3_reduce -> inception_4e/3x3_reduce (in-place)
I0228 23:02:15.540421 24886 net.cpp:141] Setting up inception_4e/relu_3x3_reduce
I0228 23:02:15.540431 24886 net.cpp:148] Top shape: 128 160 14 14 (4014080)
I0228 23:02:15.540434 24886 net.cpp:156] Memory required for data: 5997035520
I0228 23:02:15.540437 24886 layer_factory.hpp:77] Creating layer inception_4e/3x3
I0228 23:02:15.540446 24886 net.cpp:91] Creating Layer inception_4e/3x3
I0228 23:02:15.540449 24886 net.cpp:425] inception_4e/3x3 <- inception_4e/3x3_reduce
I0228 23:02:15.540455 24886 net.cpp:399] inception_4e/3x3 -> inception_4e/3x3
I0228 23:02:15.544066 24886 net.cpp:141] Setting up inception_4e/3x3
I0228 23:02:15.544078 24886 net.cpp:148] Top shape: 128 320 14 14 (8028160)
I0228 23:02:15.544081 24886 net.cpp:156] Memory required for data: 6029148160
I0228 23:02:15.544087 24886 layer_factory.hpp:77] Creating layer inception_4e/relu_3x3
I0228 23:02:15.544093 24886 net.cpp:91] Creating Layer inception_4e/relu_3x3
I0228 23:02:15.544097 24886 net.cpp:425] inception_4e/relu_3x3 <- inception_4e/3x3
I0228 23:02:15.544101 24886 net.cpp:386] inception_4e/relu_3x3 -> inception_4e/3x3 (in-place)
I0228 23:02:15.544247 24886 net.cpp:141] Setting up inception_4e/relu_3x3
I0228 23:02:15.544255 24886 net.cpp:148] Top shape: 128 320 14 14 (8028160)
I0228 23:02:15.544258 24886 net.cpp:156] Memory required for data: 6061260800
I0228 23:02:15.544261 24886 layer_factory.hpp:77] Creating layer inception_4e/5x5_reduce
I0228 23:02:15.544270 24886 net.cpp:91] Creating Layer inception_4e/5x5_reduce
I0228 23:02:15.544275 24886 net.cpp:425] inception_4e/5x5_reduce <- inception_4d/output_inception_4d/output_0_split_2
I0228 23:02:15.544280 24886 net.cpp:399] inception_4e/5x5_reduce -> inception_4e/5x5_reduce
I0228 23:02:15.545260 24886 net.cpp:141] Setting up inception_4e/5x5_reduce
I0228 23:02:15.545271 24886 net.cpp:148] Top shape: 128 32 14 14 (802816)
I0228 23:02:15.545274 24886 net.cpp:156] Memory required for data: 6064472064
I0228 23:02:15.545280 24886 layer_factory.hpp:77] Creating layer inception_4e/relu_5x5_reduce
I0228 23:02:15.545285 24886 net.cpp:91] Creating Layer inception_4e/relu_5x5_reduce
I0228 23:02:15.545289 24886 net.cpp:425] inception_4e/relu_5x5_reduce <- inception_4e/5x5_reduce
I0228 23:02:15.545294 24886 net.cpp:386] inception_4e/relu_5x5_reduce -> inception_4e/5x5_reduce (in-place)
I0228 23:02:15.545555 24886 net.cpp:141] Setting up inception_4e/relu_5x5_reduce
I0228 23:02:15.545565 24886 net.cpp:148] Top shape: 128 32 14 14 (802816)
I0228 23:02:15.545568 24886 net.cpp:156] Memory required for data: 6067683328
I0228 23:02:15.545572 24886 layer_factory.hpp:77] Creating layer inception_4e/5x5
I0228 23:02:15.545580 24886 net.cpp:91] Creating Layer inception_4e/5x5
I0228 23:02:15.545584 24886 net.cpp:425] inception_4e/5x5 <- inception_4e/5x5_reduce
I0228 23:02:15.545590 24886 net.cpp:399] inception_4e/5x5 -> inception_4e/5x5
I0228 23:02:15.547269 24886 net.cpp:141] Setting up inception_4e/5x5
I0228 23:02:15.547281 24886 net.cpp:148] Top shape: 128 128 14 14 (3211264)
I0228 23:02:15.547284 24886 net.cpp:156] Memory required for data: 6080528384
I0228 23:02:15.547289 24886 layer_factory.hpp:77] Creating layer inception_4e/relu_5x5
I0228 23:02:15.547297 24886 net.cpp:91] Creating Layer inception_4e/relu_5x5
I0228 23:02:15.547299 24886 net.cpp:425] inception_4e/relu_5x5 <- inception_4e/5x5
I0228 23:02:15.547303 24886 net.cpp:386] inception_4e/relu_5x5 -> inception_4e/5x5 (in-place)
I0228 23:02:15.547561 24886 net.cpp:141] Setting up inception_4e/relu_5x5
I0228 23:02:15.547570 24886 net.cpp:148] Top shape: 128 128 14 14 (3211264)
I0228 23:02:15.547574 24886 net.cpp:156] Memory required for data: 6093373440
I0228 23:02:15.547576 24886 layer_factory.hpp:77] Creating layer inception_4e/pool
I0228 23:02:15.547583 24886 net.cpp:91] Creating Layer inception_4e/pool
I0228 23:02:15.547586 24886 net.cpp:425] inception_4e/pool <- inception_4d/output_inception_4d/output_0_split_3
I0228 23:02:15.547591 24886 net.cpp:399] inception_4e/pool -> inception_4e/pool
I0228 23:02:15.547633 24886 net.cpp:141] Setting up inception_4e/pool
I0228 23:02:15.547639 24886 net.cpp:148] Top shape: 128 528 14 14 (13246464)
I0228 23:02:15.547641 24886 net.cpp:156] Memory required for data: 6146359296
I0228 23:02:15.547644 24886 layer_factory.hpp:77] Creating layer inception_4e/pool_proj
I0228 23:02:15.547652 24886 net.cpp:91] Creating Layer inception_4e/pool_proj
I0228 23:02:15.547655 24886 net.cpp:425] inception_4e/pool_proj <- inception_4e/pool
I0228 23:02:15.547660 24886 net.cpp:399] inception_4e/pool_proj -> inception_4e/pool_proj
I0228 23:02:15.548975 24886 net.cpp:141] Setting up inception_4e/pool_proj
I0228 23:02:15.548986 24886 net.cpp:148] Top shape: 128 128 14 14 (3211264)
I0228 23:02:15.548990 24886 net.cpp:156] Memory required for data: 6159204352
I0228 23:02:15.548995 24886 layer_factory.hpp:77] Creating layer inception_4e/relu_pool_proj
I0228 23:02:15.549000 24886 net.cpp:91] Creating Layer inception_4e/relu_pool_proj
I0228 23:02:15.549005 24886 net.cpp:425] inception_4e/relu_pool_proj <- inception_4e/pool_proj
I0228 23:02:15.549008 24886 net.cpp:386] inception_4e/relu_pool_proj -> inception_4e/pool_proj (in-place)
I0228 23:02:15.549165 24886 net.cpp:141] Setting up inception_4e/relu_pool_proj
I0228 23:02:15.549172 24886 net.cpp:148] Top shape: 128 128 14 14 (3211264)
I0228 23:02:15.549175 24886 net.cpp:156] Memory required for data: 6172049408
I0228 23:02:15.549178 24886 layer_factory.hpp:77] Creating layer inception_4e/output
I0228 23:02:15.549183 24886 net.cpp:91] Creating Layer inception_4e/output
I0228 23:02:15.549186 24886 net.cpp:425] inception_4e/output <- inception_4e/1x1
I0228 23:02:15.549190 24886 net.cpp:425] inception_4e/output <- inception_4e/3x3
I0228 23:02:15.549195 24886 net.cpp:425] inception_4e/output <- inception_4e/5x5
I0228 23:02:15.549197 24886 net.cpp:425] inception_4e/output <- inception_4e/pool_proj
I0228 23:02:15.549201 24886 net.cpp:399] inception_4e/output -> inception_4e/output
I0228 23:02:15.549231 24886 net.cpp:141] Setting up inception_4e/output
I0228 23:02:15.549235 24886 net.cpp:148] Top shape: 128 832 14 14 (20873216)
I0228 23:02:15.549237 24886 net.cpp:156] Memory required for data: 6255542272
I0228 23:02:15.549240 24886 layer_factory.hpp:77] Creating layer pool4/3x3_s2
I0228 23:02:15.549257 24886 net.cpp:91] Creating Layer pool4/3x3_s2
I0228 23:02:15.549260 24886 net.cpp:425] pool4/3x3_s2 <- inception_4e/output
I0228 23:02:15.549264 24886 net.cpp:399] pool4/3x3_s2 -> pool4/3x3_s2
I0228 23:02:15.549299 24886 net.cpp:141] Setting up pool4/3x3_s2
I0228 23:02:15.549304 24886 net.cpp:148] Top shape: 128 832 7 7 (5218304)
I0228 23:02:15.549306 24886 net.cpp:156] Memory required for data: 6276415488
I0228 23:02:15.549309 24886 layer_factory.hpp:77] Creating layer pool4/3x3_s2_pool4/3x3_s2_0_split
I0228 23:02:15.549314 24886 net.cpp:91] Creating Layer pool4/3x3_s2_pool4/3x3_s2_0_split
I0228 23:02:15.549316 24886 net.cpp:425] pool4/3x3_s2_pool4/3x3_s2_0_split <- pool4/3x3_s2
I0228 23:02:15.549321 24886 net.cpp:399] pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_0
I0228 23:02:15.549326 24886 net.cpp:399] pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_1
I0228 23:02:15.549330 24886 net.cpp:399] pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_2
I0228 23:02:15.549335 24886 net.cpp:399] pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_3
I0228 23:02:15.549386 24886 net.cpp:141] Setting up pool4/3x3_s2_pool4/3x3_s2_0_split
I0228 23:02:15.549391 24886 net.cpp:148] Top shape: 128 832 7 7 (5218304)
I0228 23:02:15.549394 24886 net.cpp:148] Top shape: 128 832 7 7 (5218304)
I0228 23:02:15.549397 24886 net.cpp:148] Top shape: 128 832 7 7 (5218304)
I0228 23:02:15.549401 24886 net.cpp:148] Top shape: 128 832 7 7 (5218304)
I0228 23:02:15.549403 24886 net.cpp:156] Memory required for data: 6359908352
I0228 23:02:15.549407 24886 layer_factory.hpp:77] Creating layer inception_5a/1x1
I0228 23:02:15.549414 24886 net.cpp:91] Creating Layer inception_5a/1x1
I0228 23:02:15.549417 24886 net.cpp:425] inception_5a/1x1 <- pool4/3x3_s2_pool4/3x3_s2_0_split_0
I0228 23:02:15.549422 24886 net.cpp:399] inception_5a/1x1 -> inception_5a/1x1
I0228 23:02:15.551760 24886 net.cpp:141] Setting up inception_5a/1x1
I0228 23:02:15.551772 24886 net.cpp:148] Top shape: 128 256 7 7 (1605632)
I0228 23:02:15.551775 24886 net.cpp:156] Memory required for data: 6366330880
I0228 23:02:15.551780 24886 layer_factory.hpp:77] Creating layer inception_5a/relu_1x1
I0228 23:02:15.551786 24886 net.cpp:91] Creating Layer inception_5a/relu_1x1
I0228 23:02:15.551790 24886 net.cpp:425] inception_5a/relu_1x1 <- inception_5a/1x1
I0228 23:02:15.551795 24886 net.cpp:386] inception_5a/relu_1x1 -> inception_5a/1x1 (in-place)
I0228 23:02:15.552057 24886 net.cpp:141] Setting up inception_5a/relu_1x1
I0228 23:02:15.552065 24886 net.cpp:148] Top shape: 128 256 7 7 (1605632)
I0228 23:02:15.552068 24886 net.cpp:156] Memory required for data: 6372753408
I0228 23:02:15.552072 24886 layer_factory.hpp:77] Creating layer inception_5a/3x3_reduce
I0228 23:02:15.552080 24886 net.cpp:91] Creating Layer inception_5a/3x3_reduce
I0228 23:02:15.552088 24886 net.cpp:425] inception_5a/3x3_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_1
I0228 23:02:15.552093 24886 net.cpp:399] inception_5a/3x3_reduce -> inception_5a/3x3_reduce
I0228 23:02:15.553959 24886 net.cpp:141] Setting up inception_5a/3x3_reduce
I0228 23:02:15.553972 24886 net.cpp:148] Top shape: 128 160 7 7 (1003520)
I0228 23:02:15.553974 24886 net.cpp:156] Memory required for data: 6376767488
I0228 23:02:15.553980 24886 layer_factory.hpp:77] Creating layer inception_5a/relu_3x3_reduce
I0228 23:02:15.553987 24886 net.cpp:91] Creating Layer inception_5a/relu_3x3_reduce
I0228 23:02:15.553990 24886 net.cpp:425] inception_5a/relu_3x3_reduce <- inception_5a/3x3_reduce
I0228 23:02:15.553994 24886 net.cpp:386] inception_5a/relu_3x3_reduce -> inception_5a/3x3_reduce (in-place)
I0228 23:02:15.554270 24886 net.cpp:141] Setting up inception_5a/relu_3x3_reduce
I0228 23:02:15.554280 24886 net.cpp:148] Top shape: 128 160 7 7 (1003520)
I0228 23:02:15.554282 24886 net.cpp:156] Memory required for data: 6380781568
I0228 23:02:15.554286 24886 layer_factory.hpp:77] Creating layer inception_5a/3x3
I0228 23:02:15.554294 24886 net.cpp:91] Creating Layer inception_5a/3x3
I0228 23:02:15.554297 24886 net.cpp:425] inception_5a/3x3 <- inception_5a/3x3_reduce
I0228 23:02:15.554303 24886 net.cpp:399] inception_5a/3x3 -> inception_5a/3x3
I0228 23:02:15.557988 24886 net.cpp:141] Setting up inception_5a/3x3
I0228 23:02:15.557999 24886 net.cpp:148] Top shape: 128 320 7 7 (2007040)
I0228 23:02:15.558003 24886 net.cpp:156] Memory required for data: 6388809728
I0228 23:02:15.558008 24886 layer_factory.hpp:77] Creating layer inception_5a/relu_3x3
I0228 23:02:15.558014 24886 net.cpp:91] Creating Layer inception_5a/relu_3x3
I0228 23:02:15.558018 24886 net.cpp:425] inception_5a/relu_3x3 <- inception_5a/3x3
I0228 23:02:15.558022 24886 net.cpp:386] inception_5a/relu_3x3 -> inception_5a/3x3 (in-place)
I0228 23:02:15.558174 24886 net.cpp:141] Setting up inception_5a/relu_3x3
I0228 23:02:15.558182 24886 net.cpp:148] Top shape: 128 320 7 7 (2007040)
I0228 23:02:15.558184 24886 net.cpp:156] Memory required for data: 6396837888
I0228 23:02:15.558187 24886 layer_factory.hpp:77] Creating layer inception_5a/5x5_reduce
I0228 23:02:15.558197 24886 net.cpp:91] Creating Layer inception_5a/5x5_reduce
I0228 23:02:15.558202 24886 net.cpp:425] inception_5a/5x5_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_2
I0228 23:02:15.558207 24886 net.cpp:399] inception_5a/5x5_reduce -> inception_5a/5x5_reduce
I0228 23:02:15.559252 24886 net.cpp:141] Setting up inception_5a/5x5_reduce
I0228 23:02:15.559262 24886 net.cpp:148] Top shape: 128 32 7 7 (200704)
I0228 23:02:15.559265 24886 net.cpp:156] Memory required for data: 6397640704
I0228 23:02:15.559270 24886 layer_factory.hpp:77] Creating layer inception_5a/relu_5x5_reduce
I0228 23:02:15.559278 24886 net.cpp:91] Creating Layer inception_5a/relu_5x5_reduce
I0228 23:02:15.559280 24886 net.cpp:425] inception_5a/relu_5x5_reduce <- inception_5a/5x5_reduce
I0228 23:02:15.559285 24886 net.cpp:386] inception_5a/relu_5x5_reduce -> inception_5a/5x5_reduce (in-place)
I0228 23:02:15.559545 24886 net.cpp:141] Setting up inception_5a/relu_5x5_reduce
I0228 23:02:15.559556 24886 net.cpp:148] Top shape: 128 32 7 7 (200704)
I0228 23:02:15.559558 24886 net.cpp:156] Memory required for data: 6398443520
I0228 23:02:15.559561 24886 layer_factory.hpp:77] Creating layer inception_5a/5x5
I0228 23:02:15.559569 24886 net.cpp:91] Creating Layer inception_5a/5x5
I0228 23:02:15.559572 24886 net.cpp:425] inception_5a/5x5 <- inception_5a/5x5_reduce
I0228 23:02:15.559578 24886 net.cpp:399] inception_5a/5x5 -> inception_5a/5x5
I0228 23:02:15.560855 24886 net.cpp:141] Setting up inception_5a/5x5
I0228 23:02:15.560865 24886 net.cpp:148] Top shape: 128 128 7 7 (802816)
I0228 23:02:15.560869 24886 net.cpp:156] Memory required for data: 6401654784
I0228 23:02:15.560874 24886 layer_factory.hpp:77] Creating layer inception_5a/relu_5x5
I0228 23:02:15.560880 24886 net.cpp:91] Creating Layer inception_5a/relu_5x5
I0228 23:02:15.560884 24886 net.cpp:425] inception_5a/relu_5x5 <- inception_5a/5x5
I0228 23:02:15.560892 24886 net.cpp:386] inception_5a/relu_5x5 -> inception_5a/5x5 (in-place)
I0228 23:02:15.561167 24886 net.cpp:141] Setting up inception_5a/relu_5x5
I0228 23:02:15.561177 24886 net.cpp:148] Top shape: 128 128 7 7 (802816)
I0228 23:02:15.561179 24886 net.cpp:156] Memory required for data: 6404866048
I0228 23:02:15.561182 24886 layer_factory.hpp:77] Creating layer inception_5a/pool
I0228 23:02:15.561188 24886 net.cpp:91] Creating Layer inception_5a/pool
I0228 23:02:15.561192 24886 net.cpp:425] inception_5a/pool <- pool4/3x3_s2_pool4/3x3_s2_0_split_3
I0228 23:02:15.561197 24886 net.cpp:399] inception_5a/pool -> inception_5a/pool
I0228 23:02:15.561240 24886 net.cpp:141] Setting up inception_5a/pool
I0228 23:02:15.561245 24886 net.cpp:148] Top shape: 128 832 7 7 (5218304)
I0228 23:02:15.561249 24886 net.cpp:156] Memory required for data: 6425739264
I0228 23:02:15.561251 24886 layer_factory.hpp:77] Creating layer inception_5a/pool_proj
I0228 23:02:15.561269 24886 net.cpp:91] Creating Layer inception_5a/pool_proj
I0228 23:02:15.561272 24886 net.cpp:425] inception_5a/pool_proj <- inception_5a/pool
I0228 23:02:15.561276 24886 net.cpp:399] inception_5a/pool_proj -> inception_5a/pool_proj
I0228 23:02:15.563222 24886 net.cpp:141] Setting up inception_5a/pool_proj
I0228 23:02:15.563244 24886 net.cpp:148] Top shape: 128 128 7 7 (802816)
I0228 23:02:15.563247 24886 net.cpp:156] Memory required for data: 6428950528
I0228 23:02:15.563252 24886 layer_factory.hpp:77] Creating layer inception_5a/relu_pool_proj
I0228 23:02:15.563259 24886 net.cpp:91] Creating Layer inception_5a/relu_pool_proj
I0228 23:02:15.563262 24886 net.cpp:425] inception_5a/relu_pool_proj <- inception_5a/pool_proj
I0228 23:02:15.563267 24886 net.cpp:386] inception_5a/relu_pool_proj -> inception_5a/pool_proj (in-place)
I0228 23:02:15.563408 24886 net.cpp:141] Setting up inception_5a/relu_pool_proj
I0228 23:02:15.563416 24886 net.cpp:148] Top shape: 128 128 7 7 (802816)
I0228 23:02:15.563418 24886 net.cpp:156] Memory required for data: 6432161792
I0228 23:02:15.563421 24886 layer_factory.hpp:77] Creating layer inception_5a/output
I0228 23:02:15.563427 24886 net.cpp:91] Creating Layer inception_5a/output
I0228 23:02:15.563431 24886 net.cpp:425] inception_5a/output <- inception_5a/1x1
I0228 23:02:15.563434 24886 net.cpp:425] inception_5a/output <- inception_5a/3x3
I0228 23:02:15.563437 24886 net.cpp:425] inception_5a/output <- inception_5a/5x5
I0228 23:02:15.563441 24886 net.cpp:425] inception_5a/output <- inception_5a/pool_proj
I0228 23:02:15.563444 24886 net.cpp:399] inception_5a/output -> inception_5a/output
I0228 23:02:15.563473 24886 net.cpp:141] Setting up inception_5a/output
I0228 23:02:15.563478 24886 net.cpp:148] Top shape: 128 832 7 7 (5218304)
I0228 23:02:15.563482 24886 net.cpp:156] Memory required for data: 6453035008
I0228 23:02:15.563483 24886 layer_factory.hpp:77] Creating layer inception_5a/output_inception_5a/output_0_split
I0228 23:02:15.563488 24886 net.cpp:91] Creating Layer inception_5a/output_inception_5a/output_0_split
I0228 23:02:15.563491 24886 net.cpp:425] inception_5a/output_inception_5a/output_0_split <- inception_5a/output
I0228 23:02:15.563496 24886 net.cpp:399] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_0
I0228 23:02:15.563501 24886 net.cpp:399] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_1
I0228 23:02:15.563505 24886 net.cpp:399] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_2
I0228 23:02:15.563509 24886 net.cpp:399] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_3
I0228 23:02:15.563566 24886 net.cpp:141] Setting up inception_5a/output_inception_5a/output_0_split
I0228 23:02:15.563570 24886 net.cpp:148] Top shape: 128 832 7 7 (5218304)
I0228 23:02:15.563575 24886 net.cpp:148] Top shape: 128 832 7 7 (5218304)
I0228 23:02:15.563577 24886 net.cpp:148] Top shape: 128 832 7 7 (5218304)
I0228 23:02:15.563585 24886 net.cpp:148] Top shape: 128 832 7 7 (5218304)
I0228 23:02:15.563586 24886 net.cpp:156] Memory required for data: 6536527872
I0228 23:02:15.563590 24886 layer_factory.hpp:77] Creating layer inception_5b/1x1
I0228 23:02:15.563597 24886 net.cpp:91] Creating Layer inception_5b/1x1
I0228 23:02:15.563601 24886 net.cpp:425] inception_5b/1x1 <- inception_5a/output_inception_5a/output_0_split_0
I0228 23:02:15.563606 24886 net.cpp:399] inception_5b/1x1 -> inception_5b/1x1
I0228 23:02:15.566481 24886 net.cpp:141] Setting up inception_5b/1x1
I0228 23:02:15.566493 24886 net.cpp:148] Top shape: 128 384 7 7 (2408448)
I0228 23:02:15.566496 24886 net.cpp:156] Memory required for data: 6546161664
I0228 23:02:15.566501 24886 layer_factory.hpp:77] Creating layer inception_5b/relu_1x1
I0228 23:02:15.566506 24886 net.cpp:91] Creating Layer inception_5b/relu_1x1
I0228 23:02:15.566510 24886 net.cpp:425] inception_5b/relu_1x1 <- inception_5b/1x1
I0228 23:02:15.566515 24886 net.cpp:386] inception_5b/relu_1x1 -> inception_5b/1x1 (in-place)
I0228 23:02:15.566779 24886 net.cpp:141] Setting up inception_5b/relu_1x1
I0228 23:02:15.566789 24886 net.cpp:148] Top shape: 128 384 7 7 (2408448)
I0228 23:02:15.566792 24886 net.cpp:156] Memory required for data: 6555795456
I0228 23:02:15.566795 24886 layer_factory.hpp:77] Creating layer inception_5b/3x3_reduce
I0228 23:02:15.566804 24886 net.cpp:91] Creating Layer inception_5b/3x3_reduce
I0228 23:02:15.566807 24886 net.cpp:425] inception_5b/3x3_reduce <- inception_5a/output_inception_5a/output_0_split_1
I0228 23:02:15.566812 24886 net.cpp:399] inception_5b/3x3_reduce -> inception_5b/3x3_reduce
I0228 23:02:15.568882 24886 net.cpp:141] Setting up inception_5b/3x3_reduce
I0228 23:02:15.568893 24886 net.cpp:148] Top shape: 128 192 7 7 (1204224)
I0228 23:02:15.568897 24886 net.cpp:156] Memory required for data: 6560612352
I0228 23:02:15.568902 24886 layer_factory.hpp:77] Creating layer inception_5b/relu_3x3_reduce
I0228 23:02:15.568907 24886 net.cpp:91] Creating Layer inception_5b/relu_3x3_reduce
I0228 23:02:15.568910 24886 net.cpp:425] inception_5b/relu_3x3_reduce <- inception_5b/3x3_reduce
I0228 23:02:15.568917 24886 net.cpp:386] inception_5b/relu_3x3_reduce -> inception_5b/3x3_reduce (in-place)
I0228 23:02:15.569186 24886 net.cpp:141] Setting up inception_5b/relu_3x3_reduce
I0228 23:02:15.569196 24886 net.cpp:148] Top shape: 128 192 7 7 (1204224)
I0228 23:02:15.569200 24886 net.cpp:156] Memory required for data: 6565429248
I0228 23:02:15.569202 24886 layer_factory.hpp:77] Creating layer inception_5b/3x3
I0228 23:02:15.569211 24886 net.cpp:91] Creating Layer inception_5b/3x3
I0228 23:02:15.569216 24886 net.cpp:425] inception_5b/3x3 <- inception_5b/3x3_reduce
I0228 23:02:15.569221 24886 net.cpp:399] inception_5b/3x3 -> inception_5b/3x3
I0228 23:02:15.574138 24886 net.cpp:141] Setting up inception_5b/3x3
I0228 23:02:15.574149 24886 net.cpp:148] Top shape: 128 384 7 7 (2408448)
I0228 23:02:15.574153 24886 net.cpp:156] Memory required for data: 6575063040
I0228 23:02:15.574158 24886 layer_factory.hpp:77] Creating layer inception_5b/relu_3x3
I0228 23:02:15.574164 24886 net.cpp:91] Creating Layer inception_5b/relu_3x3
I0228 23:02:15.574167 24886 net.cpp:425] inception_5b/relu_3x3 <- inception_5b/3x3
I0228 23:02:15.574172 24886 net.cpp:386] inception_5b/relu_3x3 -> inception_5b/3x3 (in-place)
I0228 23:02:15.574312 24886 net.cpp:141] Setting up inception_5b/relu_3x3
I0228 23:02:15.574319 24886 net.cpp:148] Top shape: 128 384 7 7 (2408448)
I0228 23:02:15.574322 24886 net.cpp:156] Memory required for data: 6584696832
I0228 23:02:15.574326 24886 layer_factory.hpp:77] Creating layer inception_5b/5x5_reduce
I0228 23:02:15.574333 24886 net.cpp:91] Creating Layer inception_5b/5x5_reduce
I0228 23:02:15.574337 24886 net.cpp:425] inception_5b/5x5_reduce <- inception_5a/output_inception_5a/output_0_split_2
I0228 23:02:15.574342 24886 net.cpp:399] inception_5b/5x5_reduce -> inception_5b/5x5_reduce
I0228 23:02:15.575477 24886 net.cpp:141] Setting up inception_5b/5x5_reduce
I0228 23:02:15.575487 24886 net.cpp:148] Top shape: 128 48 7 7 (301056)
I0228 23:02:15.575495 24886 net.cpp:156] Memory required for data: 6585901056
I0228 23:02:15.575500 24886 layer_factory.hpp:77] Creating layer inception_5b/relu_5x5_reduce
I0228 23:02:15.575505 24886 net.cpp:91] Creating Layer inception_5b/relu_5x5_reduce
I0228 23:02:15.575510 24886 net.cpp:425] inception_5b/relu_5x5_reduce <- inception_5b/5x5_reduce
I0228 23:02:15.575513 24886 net.cpp:386] inception_5b/relu_5x5_reduce -> inception_5b/5x5_reduce (in-place)
I0228 23:02:15.575779 24886 net.cpp:141] Setting up inception_5b/relu_5x5_reduce
I0228 23:02:15.575788 24886 net.cpp:148] Top shape: 128 48 7 7 (301056)
I0228 23:02:15.575791 24886 net.cpp:156] Memory required for data: 6587105280
I0228 23:02:15.575794 24886 layer_factory.hpp:77] Creating layer inception_5b/5x5
I0228 23:02:15.575805 24886 net.cpp:91] Creating Layer inception_5b/5x5
I0228 23:02:15.575809 24886 net.cpp:425] inception_5b/5x5 <- inception_5b/5x5_reduce
I0228 23:02:15.575815 24886 net.cpp:399] inception_5b/5x5 -> inception_5b/5x5
I0228 23:02:15.577381 24886 net.cpp:141] Setting up inception_5b/5x5
I0228 23:02:15.577392 24886 net.cpp:148] Top shape: 128 128 7 7 (802816)
I0228 23:02:15.577395 24886 net.cpp:156] Memory required for data: 6590316544
I0228 23:02:15.577400 24886 layer_factory.hpp:77] Creating layer inception_5b/relu_5x5
I0228 23:02:15.577405 24886 net.cpp:91] Creating Layer inception_5b/relu_5x5
I0228 23:02:15.577409 24886 net.cpp:425] inception_5b/relu_5x5 <- inception_5b/5x5
I0228 23:02:15.577414 24886 net.cpp:386] inception_5b/relu_5x5 -> inception_5b/5x5 (in-place)
I0228 23:02:15.577678 24886 net.cpp:141] Setting up inception_5b/relu_5x5
I0228 23:02:15.577688 24886 net.cpp:148] Top shape: 128 128 7 7 (802816)
I0228 23:02:15.577692 24886 net.cpp:156] Memory required for data: 6593527808
I0228 23:02:15.577694 24886 layer_factory.hpp:77] Creating layer inception_5b/pool
I0228 23:02:15.577699 24886 net.cpp:91] Creating Layer inception_5b/pool
I0228 23:02:15.577703 24886 net.cpp:425] inception_5b/pool <- inception_5a/output_inception_5a/output_0_split_3
I0228 23:02:15.577709 24886 net.cpp:399] inception_5b/pool -> inception_5b/pool
I0228 23:02:15.577754 24886 net.cpp:141] Setting up inception_5b/pool
I0228 23:02:15.577759 24886 net.cpp:148] Top shape: 128 832 7 7 (5218304)
I0228 23:02:15.577761 24886 net.cpp:156] Memory required for data: 6614401024
I0228 23:02:15.577764 24886 layer_factory.hpp:77] Creating layer inception_5b/pool_proj
I0228 23:02:15.577774 24886 net.cpp:91] Creating Layer inception_5b/pool_proj
I0228 23:02:15.577777 24886 net.cpp:425] inception_5b/pool_proj <- inception_5b/pool
I0228 23:02:15.577781 24886 net.cpp:399] inception_5b/pool_proj -> inception_5b/pool_proj
I0228 23:02:15.579684 24886 net.cpp:141] Setting up inception_5b/pool_proj
I0228 23:02:15.579694 24886 net.cpp:148] Top shape: 128 128 7 7 (802816)
I0228 23:02:15.579697 24886 net.cpp:156] Memory required for data: 6617612288
I0228 23:02:15.579702 24886 layer_factory.hpp:77] Creating layer inception_5b/relu_pool_proj
I0228 23:02:15.579707 24886 net.cpp:91] Creating Layer inception_5b/relu_pool_proj
I0228 23:02:15.579711 24886 net.cpp:425] inception_5b/relu_pool_proj <- inception_5b/pool_proj
I0228 23:02:15.579715 24886 net.cpp:386] inception_5b/relu_pool_proj -> inception_5b/pool_proj (in-place)
I0228 23:02:15.579859 24886 net.cpp:141] Setting up inception_5b/relu_pool_proj
I0228 23:02:15.579867 24886 net.cpp:148] Top shape: 128 128 7 7 (802816)
I0228 23:02:15.579869 24886 net.cpp:156] Memory required for data: 6620823552
I0228 23:02:15.579872 24886 layer_factory.hpp:77] Creating layer inception_5b/output
I0228 23:02:15.579879 24886 net.cpp:91] Creating Layer inception_5b/output
I0228 23:02:15.579881 24886 net.cpp:425] inception_5b/output <- inception_5b/1x1
I0228 23:02:15.579885 24886 net.cpp:425] inception_5b/output <- inception_5b/3x3
I0228 23:02:15.579890 24886 net.cpp:425] inception_5b/output <- inception_5b/5x5
I0228 23:02:15.579892 24886 net.cpp:425] inception_5b/output <- inception_5b/pool_proj
I0228 23:02:15.579895 24886 net.cpp:399] inception_5b/output -> inception_5b/output
I0228 23:02:15.579931 24886 net.cpp:141] Setting up inception_5b/output
I0228 23:02:15.579936 24886 net.cpp:148] Top shape: 128 1024 7 7 (6422528)
I0228 23:02:15.579939 24886 net.cpp:156] Memory required for data: 6646513664
I0228 23:02:15.579942 24886 layer_factory.hpp:77] Creating layer pool5/7x7_s1
I0228 23:02:15.579946 24886 net.cpp:91] Creating Layer pool5/7x7_s1
I0228 23:02:15.579949 24886 net.cpp:425] pool5/7x7_s1 <- inception_5b/output
I0228 23:02:15.579954 24886 net.cpp:399] pool5/7x7_s1 -> pool5/7x7_s1
I0228 23:02:15.580256 24886 net.cpp:141] Setting up pool5/7x7_s1
I0228 23:02:15.580266 24886 net.cpp:148] Top shape: 128 1024 1 1 (131072)
I0228 23:02:15.580270 24886 net.cpp:156] Memory required for data: 6647037952
I0228 23:02:15.580272 24886 layer_factory.hpp:77] Creating layer fc6
I0228 23:02:15.580278 24886 net.cpp:91] Creating Layer fc6
I0228 23:02:15.580281 24886 net.cpp:425] fc6 <- pool5/7x7_s1
I0228 23:02:15.580287 24886 net.cpp:399] fc6 -> fc6
I0228 23:02:15.581909 24886 net.cpp:141] Setting up fc6
I0228 23:02:15.581921 24886 net.cpp:148] Top shape: 128 1000 (128000)
I0228 23:02:15.581924 24886 net.cpp:156] Memory required for data: 6647549952
I0228 23:02:15.581929 24886 layer_factory.hpp:77] Creating layer fc6/relu
I0228 23:02:15.581934 24886 net.cpp:91] Creating Layer fc6/relu
I0228 23:02:15.581938 24886 net.cpp:425] fc6/relu <- fc6
I0228 23:02:15.581941 24886 net.cpp:386] fc6/relu -> fc6 (in-place)
I0228 23:02:15.582084 24886 net.cpp:141] Setting up fc6/relu
I0228 23:02:15.582093 24886 net.cpp:148] Top shape: 128 1000 (128000)
I0228 23:02:15.582094 24886 net.cpp:156] Memory required for data: 6648061952
I0228 23:02:15.582098 24886 net.cpp:219] fc6/relu does not need backward computation.
I0228 23:02:15.582100 24886 net.cpp:219] fc6 does not need backward computation.
I0228 23:02:15.582103 24886 net.cpp:219] pool5/7x7_s1 does not need backward computation.
I0228 23:02:15.582106 24886 net.cpp:219] inception_5b/output does not need backward computation.
I0228 23:02:15.582109 24886 net.cpp:219] inception_5b/relu_pool_proj does not need backward computation.
I0228 23:02:15.582111 24886 net.cpp:219] inception_5b/pool_proj does not need backward computation.
I0228 23:02:15.582114 24886 net.cpp:219] inception_5b/pool does not need backward computation.
I0228 23:02:15.582118 24886 net.cpp:219] inception_5b/relu_5x5 does not need backward computation.
I0228 23:02:15.582119 24886 net.cpp:219] inception_5b/5x5 does not need backward computation.
I0228 23:02:15.582123 24886 net.cpp:219] inception_5b/relu_5x5_reduce does not need backward computation.
I0228 23:02:15.582124 24886 net.cpp:219] inception_5b/5x5_reduce does not need backward computation.
I0228 23:02:15.582128 24886 net.cpp:219] inception_5b/relu_3x3 does not need backward computation.
I0228 23:02:15.582129 24886 net.cpp:219] inception_5b/3x3 does not need backward computation.
I0228 23:02:15.582132 24886 net.cpp:219] inception_5b/relu_3x3_reduce does not need backward computation.
I0228 23:02:15.582135 24886 net.cpp:219] inception_5b/3x3_reduce does not need backward computation.
I0228 23:02:15.582137 24886 net.cpp:219] inception_5b/relu_1x1 does not need backward computation.
I0228 23:02:15.582140 24886 net.cpp:219] inception_5b/1x1 does not need backward computation.
I0228 23:02:15.582144 24886 net.cpp:219] inception_5a/output_inception_5a/output_0_split does not need backward computation.
I0228 23:02:15.582146 24886 net.cpp:219] inception_5a/output does not need backward computation.
I0228 23:02:15.582149 24886 net.cpp:219] inception_5a/relu_pool_proj does not need backward computation.
I0228 23:02:15.582152 24886 net.cpp:219] inception_5a/pool_proj does not need backward computation.
I0228 23:02:15.582155 24886 net.cpp:219] inception_5a/pool does not need backward computation.
I0228 23:02:15.582159 24886 net.cpp:219] inception_5a/relu_5x5 does not need backward computation.
I0228 23:02:15.582160 24886 net.cpp:219] inception_5a/5x5 does not need backward computation.
I0228 23:02:15.582164 24886 net.cpp:219] inception_5a/relu_5x5_reduce does not need backward computation.
I0228 23:02:15.582170 24886 net.cpp:219] inception_5a/5x5_reduce does not need backward computation.
I0228 23:02:15.582173 24886 net.cpp:219] inception_5a/relu_3x3 does not need backward computation.
I0228 23:02:15.582176 24886 net.cpp:219] inception_5a/3x3 does not need backward computation.
I0228 23:02:15.582180 24886 net.cpp:219] inception_5a/relu_3x3_reduce does not need backward computation.
I0228 23:02:15.582181 24886 net.cpp:219] inception_5a/3x3_reduce does not need backward computation.
I0228 23:02:15.582185 24886 net.cpp:219] inception_5a/relu_1x1 does not need backward computation.
I0228 23:02:15.582187 24886 net.cpp:219] inception_5a/1x1 does not need backward computation.
I0228 23:02:15.582190 24886 net.cpp:219] pool4/3x3_s2_pool4/3x3_s2_0_split does not need backward computation.
I0228 23:02:15.582193 24886 net.cpp:219] pool4/3x3_s2 does not need backward computation.
I0228 23:02:15.582196 24886 net.cpp:219] inception_4e/output does not need backward computation.
I0228 23:02:15.582201 24886 net.cpp:219] inception_4e/relu_pool_proj does not need backward computation.
I0228 23:02:15.582204 24886 net.cpp:219] inception_4e/pool_proj does not need backward computation.
I0228 23:02:15.582208 24886 net.cpp:219] inception_4e/pool does not need backward computation.
I0228 23:02:15.582211 24886 net.cpp:219] inception_4e/relu_5x5 does not need backward computation.
I0228 23:02:15.582214 24886 net.cpp:219] inception_4e/5x5 does not need backward computation.
I0228 23:02:15.582217 24886 net.cpp:219] inception_4e/relu_5x5_reduce does not need backward computation.
I0228 23:02:15.582221 24886 net.cpp:219] inception_4e/5x5_reduce does not need backward computation.
I0228 23:02:15.582223 24886 net.cpp:219] inception_4e/relu_3x3 does not need backward computation.
I0228 23:02:15.582226 24886 net.cpp:219] inception_4e/3x3 does not need backward computation.
I0228 23:02:15.582228 24886 net.cpp:219] inception_4e/relu_3x3_reduce does not need backward computation.
I0228 23:02:15.582231 24886 net.cpp:219] inception_4e/3x3_reduce does not need backward computation.
I0228 23:02:15.582234 24886 net.cpp:219] inception_4e/relu_1x1 does not need backward computation.
I0228 23:02:15.582237 24886 net.cpp:219] inception_4e/1x1 does not need backward computation.
I0228 23:02:15.582240 24886 net.cpp:219] inception_4d/output_inception_4d/output_0_split does not need backward computation.
I0228 23:02:15.582243 24886 net.cpp:219] inception_4d/output does not need backward computation.
I0228 23:02:15.582247 24886 net.cpp:219] inception_4d/relu_pool_proj does not need backward computation.
I0228 23:02:15.582250 24886 net.cpp:219] inception_4d/pool_proj does not need backward computation.
I0228 23:02:15.582253 24886 net.cpp:219] inception_4d/pool does not need backward computation.
I0228 23:02:15.582257 24886 net.cpp:219] inception_4d/relu_5x5 does not need backward computation.
I0228 23:02:15.582259 24886 net.cpp:219] inception_4d/5x5 does not need backward computation.
I0228 23:02:15.582262 24886 net.cpp:219] inception_4d/relu_5x5_reduce does not need backward computation.
I0228 23:02:15.582264 24886 net.cpp:219] inception_4d/5x5_reduce does not need backward computation.
I0228 23:02:15.582267 24886 net.cpp:219] inception_4d/relu_3x3 does not need backward computation.
I0228 23:02:15.582270 24886 net.cpp:219] inception_4d/3x3 does not need backward computation.
I0228 23:02:15.582273 24886 net.cpp:219] inception_4d/relu_3x3_reduce does not need backward computation.
I0228 23:02:15.582276 24886 net.cpp:219] inception_4d/3x3_reduce does not need backward computation.
I0228 23:02:15.582279 24886 net.cpp:219] inception_4d/relu_1x1 does not need backward computation.
I0228 23:02:15.582283 24886 net.cpp:219] inception_4d/1x1 does not need backward computation.
I0228 23:02:15.582285 24886 net.cpp:219] inception_4c/output_inception_4c/output_0_split does not need backward computation.
I0228 23:02:15.582288 24886 net.cpp:219] inception_4c/output does not need backward computation.
I0228 23:02:15.582294 24886 net.cpp:219] inception_4c/relu_pool_proj does not need backward computation.
I0228 23:02:15.582298 24886 net.cpp:219] inception_4c/pool_proj does not need backward computation.
I0228 23:02:15.582300 24886 net.cpp:219] inception_4c/pool does not need backward computation.
I0228 23:02:15.582304 24886 net.cpp:219] inception_4c/relu_5x5 does not need backward computation.
I0228 23:02:15.582306 24886 net.cpp:219] inception_4c/5x5 does not need backward computation.
I0228 23:02:15.582309 24886 net.cpp:219] inception_4c/relu_5x5_reduce does not need backward computation.
I0228 23:02:15.582312 24886 net.cpp:219] inception_4c/5x5_reduce does not need backward computation.
I0228 23:02:15.582315 24886 net.cpp:219] inception_4c/relu_3x3 does not need backward computation.
I0228 23:02:15.582319 24886 net.cpp:219] inception_4c/3x3 does not need backward computation.
I0228 23:02:15.582321 24886 net.cpp:219] inception_4c/relu_3x3_reduce does not need backward computation.
I0228 23:02:15.582324 24886 net.cpp:219] inception_4c/3x3_reduce does not need backward computation.
I0228 23:02:15.582326 24886 net.cpp:219] inception_4c/relu_1x1 does not need backward computation.
I0228 23:02:15.582341 24886 net.cpp:219] inception_4c/1x1 does not need backward computation.
I0228 23:02:15.582345 24886 net.cpp:219] inception_4b/output_inception_4b/output_0_split does not need backward computation.
I0228 23:02:15.582347 24886 net.cpp:219] inception_4b/output does not need backward computation.
I0228 23:02:15.582351 24886 net.cpp:219] inception_4b/relu_pool_proj does not need backward computation.
I0228 23:02:15.582355 24886 net.cpp:219] inception_4b/pool_proj does not need backward computation.
I0228 23:02:15.582357 24886 net.cpp:219] inception_4b/pool does not need backward computation.
I0228 23:02:15.582360 24886 net.cpp:219] inception_4b/relu_5x5 does not need backward computation.
I0228 23:02:15.582363 24886 net.cpp:219] inception_4b/5x5 does not need backward computation.
I0228 23:02:15.582366 24886 net.cpp:219] inception_4b/relu_5x5_reduce does not need backward computation.
I0228 23:02:15.582370 24886 net.cpp:219] inception_4b/5x5_reduce does not need backward computation.
I0228 23:02:15.582372 24886 net.cpp:219] inception_4b/relu_3x3 does not need backward computation.
I0228 23:02:15.582376 24886 net.cpp:219] inception_4b/3x3 does not need backward computation.
I0228 23:02:15.582378 24886 net.cpp:219] inception_4b/relu_3x3_reduce does not need backward computation.
I0228 23:02:15.582381 24886 net.cpp:219] inception_4b/3x3_reduce does not need backward computation.
I0228 23:02:15.582384 24886 net.cpp:219] inception_4b/relu_1x1 does not need backward computation.
I0228 23:02:15.582387 24886 net.cpp:219] inception_4b/1x1 does not need backward computation.
I0228 23:02:15.582391 24886 net.cpp:219] inception_4a/output_inception_4a/output_0_split does not need backward computation.
I0228 23:02:15.582393 24886 net.cpp:219] inception_4a/output does not need backward computation.
I0228 23:02:15.582397 24886 net.cpp:219] inception_4a/relu_pool_proj does not need backward computation.
I0228 23:02:15.582401 24886 net.cpp:219] inception_4a/pool_proj does not need backward computation.
I0228 23:02:15.582403 24886 net.cpp:219] inception_4a/pool does not need backward computation.
I0228 23:02:15.582407 24886 net.cpp:219] inception_4a/relu_5x5 does not need backward computation.
I0228 23:02:15.582409 24886 net.cpp:219] inception_4a/5x5 does not need backward computation.
I0228 23:02:15.582417 24886 net.cpp:219] inception_4a/relu_5x5_reduce does not need backward computation.
I0228 23:02:15.582419 24886 net.cpp:219] inception_4a/5x5_reduce does not need backward computation.
I0228 23:02:15.582422 24886 net.cpp:219] inception_4a/relu_3x3 does not need backward computation.
I0228 23:02:15.582425 24886 net.cpp:219] inception_4a/3x3 does not need backward computation.
I0228 23:02:15.582428 24886 net.cpp:219] inception_4a/relu_3x3_reduce does not need backward computation.
I0228 23:02:15.582432 24886 net.cpp:219] inception_4a/3x3_reduce does not need backward computation.
I0228 23:02:15.582437 24886 net.cpp:219] inception_4a/relu_1x1 does not need backward computation.
I0228 23:02:15.582440 24886 net.cpp:219] inception_4a/1x1 does not need backward computation.
I0228 23:02:15.582443 24886 net.cpp:219] pool3/3x3_s2_pool3/3x3_s2_0_split does not need backward computation.
I0228 23:02:15.582448 24886 net.cpp:219] pool3/3x3_s2 does not need backward computation.
I0228 23:02:15.582450 24886 net.cpp:219] inception_3b/output does not need backward computation.
I0228 23:02:15.582454 24886 net.cpp:219] inception_3b/relu_pool_proj does not need backward computation.
I0228 23:02:15.582458 24886 net.cpp:219] inception_3b/pool_proj does not need backward computation.
I0228 23:02:15.582460 24886 net.cpp:219] inception_3b/pool does not need backward computation.
I0228 23:02:15.582463 24886 net.cpp:219] inception_3b/relu_5x5 does not need backward computation.
I0228 23:02:15.582466 24886 net.cpp:219] inception_3b/5x5 does not need backward computation.
I0228 23:02:15.582469 24886 net.cpp:219] inception_3b/relu_5x5_reduce does not need backward computation.
I0228 23:02:15.582473 24886 net.cpp:219] inception_3b/5x5_reduce does not need backward computation.
I0228 23:02:15.582475 24886 net.cpp:219] inception_3b/relu_3x3 does not need backward computation.
I0228 23:02:15.582479 24886 net.cpp:219] inception_3b/3x3 does not need backward computation.
I0228 23:02:15.582481 24886 net.cpp:219] inception_3b/relu_3x3_reduce does not need backward computation.
I0228 23:02:15.582484 24886 net.cpp:219] inception_3b/3x3_reduce does not need backward computation.
I0228 23:02:15.582487 24886 net.cpp:219] inception_3b/relu_1x1 does not need backward computation.
I0228 23:02:15.582490 24886 net.cpp:219] inception_3b/1x1 does not need backward computation.
I0228 23:02:15.582494 24886 net.cpp:219] inception_3a/output_inception_3a/output_0_split does not need backward computation.
I0228 23:02:15.582497 24886 net.cpp:219] inception_3a/output does not need backward computation.
I0228 23:02:15.582501 24886 net.cpp:219] inception_3a/relu_pool_proj does not need backward computation.
I0228 23:02:15.582504 24886 net.cpp:219] inception_3a/pool_proj does not need backward computation.
I0228 23:02:15.582507 24886 net.cpp:219] inception_3a/pool does not need backward computation.
I0228 23:02:15.582510 24886 net.cpp:219] inception_3a/relu_5x5 does not need backward computation.
I0228 23:02:15.582514 24886 net.cpp:219] inception_3a/5x5 does not need backward computation.
I0228 23:02:15.582516 24886 net.cpp:219] inception_3a/relu_5x5_reduce does not need backward computation.
I0228 23:02:15.582520 24886 net.cpp:219] inception_3a/5x5_reduce does not need backward computation.
I0228 23:02:15.582522 24886 net.cpp:219] inception_3a/relu_3x3 does not need backward computation.
I0228 23:02:15.582525 24886 net.cpp:219] inception_3a/3x3 does not need backward computation.
I0228 23:02:15.582528 24886 net.cpp:219] inception_3a/relu_3x3_reduce does not need backward computation.
I0228 23:02:15.582531 24886 net.cpp:219] inception_3a/3x3_reduce does not need backward computation.
I0228 23:02:15.582535 24886 net.cpp:219] inception_3a/relu_1x1 does not need backward computation.
I0228 23:02:15.582537 24886 net.cpp:219] inception_3a/1x1 does not need backward computation.
I0228 23:02:15.582540 24886 net.cpp:219] pool2/3x3_s2_pool2/3x3_s2_0_split does not need backward computation.
I0228 23:02:15.582545 24886 net.cpp:219] pool2/3x3_s2 does not need backward computation.
I0228 23:02:15.582547 24886 net.cpp:219] conv2/relu_3x3 does not need backward computation.
I0228 23:02:15.582551 24886 net.cpp:219] conv2/3x3 does not need backward computation.
I0228 23:02:15.582553 24886 net.cpp:219] conv2/relu_3x3_reduce does not need backward computation.
I0228 23:02:15.582556 24886 net.cpp:219] conv2/3x3_reduce does not need backward computation.
I0228 23:02:15.582559 24886 net.cpp:219] pool1/3x3_s2 does not need backward computation.
I0228 23:02:15.582562 24886 net.cpp:219] conv1/relu_7x7 does not need backward computation.
I0228 23:02:15.582568 24886 net.cpp:219] conv1/7x7_s2 does not need backward computation.
I0228 23:02:15.582571 24886 net.cpp:219] input does not need backward computation.
I0228 23:02:15.582586 24886 net.cpp:261] This network produces output fc6
I0228 23:02:15.582666 24886 net.cpp:274] Network initialization done.
I0228 23:02:15.583042 24886 caffe.cpp:320] Performing Forward
I0228 23:02:15.762781 24886 caffe.cpp:325] Initial loss: 0
I0228 23:02:15.762822 24886 caffe.cpp:326] Performing Backward
I0228 23:02:15.813006 24886 caffe.cpp:334] *** Benchmark begins ***
I0228 23:02:15.813019 24886 caffe.cpp:335] Testing for 10 iterations.
I0228 23:02:16.621325 24886 caffe.cpp:363] Iteration: 1 forward-backward time: 484.104 ms.
I0228 23:02:17.106688 24886 caffe.cpp:363] Iteration: 2 forward-backward time: 485.296 ms.
I0228 23:02:17.591450 24886 caffe.cpp:363] Iteration: 3 forward-backward time: 484.703 ms.
I0228 23:02:18.075834 24886 caffe.cpp:363] Iteration: 4 forward-backward time: 484.327 ms.
I0228 23:02:18.559973 24886 caffe.cpp:363] Iteration: 5 forward-backward time: 484.083 ms.
I0228 23:02:19.044378 24886 caffe.cpp:363] Iteration: 6 forward-backward time: 484.35 ms.
I0228 23:02:19.529733 24886 caffe.cpp:363] Iteration: 7 forward-backward time: 485.299 ms.
I0228 23:02:20.014072 24886 caffe.cpp:363] Iteration: 8 forward-backward time: 484.283 ms.
I0228 23:02:20.498553 24886 caffe.cpp:363] Iteration: 9 forward-backward time: 484.425 ms.
I0228 23:02:20.983126 24886 caffe.cpp:363] Iteration: 10 forward-backward time: 484.518 ms.
I0228 23:02:20.983151 24886 caffe.cpp:366] Average time per layer: 
I0228 23:02:20.983155 24886 caffe.cpp:369]      input	forward: 0.0019552 ms.
I0228 23:02:20.983161 24886 caffe.cpp:372]      input	backward: 0.0023584 ms.
I0228 23:02:20.983165 24886 caffe.cpp:369] conv1/7x7_s2	forward: 10.4728 ms.
I0228 23:02:20.983168 24886 caffe.cpp:372] conv1/7x7_s2	backward: 35.4643 ms.
I0228 23:02:20.983171 24886 caffe.cpp:369] conv1/relu_7x7	forward: 3.65498 ms.
I0228 23:02:20.983175 24886 caffe.cpp:372] conv1/relu_7x7	backward: 5.4398 ms.
I0228 23:02:20.983177 24886 caffe.cpp:369] pool1/3x3_s2	forward: 3.2475 ms.
I0228 23:02:20.983180 24886 caffe.cpp:372] pool1/3x3_s2	backward: 14.0323 ms.
I0228 23:02:20.983182 24886 caffe.cpp:369] conv2/3x3_reduce	forward: 1.8945 ms.
I0228 23:02:20.983186 24886 caffe.cpp:372] conv2/3x3_reduce	backward: 4.59992 ms.
I0228 23:02:20.983188 24886 caffe.cpp:369] conv2/relu_3x3_reduce	forward: 0.932051 ms.
I0228 23:02:20.983191 24886 caffe.cpp:372] conv2/relu_3x3_reduce	backward: 1.34994 ms.
I0228 23:02:20.983194 24886 caffe.cpp:369]  conv2/3x3	forward: 19.5557 ms.
I0228 23:02:20.983197 24886 caffe.cpp:372]  conv2/3x3	backward: 37.535 ms.
I0228 23:02:20.983201 24886 caffe.cpp:369] conv2/relu_3x3	forward: 2.73849 ms.
I0228 23:02:20.983203 24886 caffe.cpp:372] conv2/relu_3x3	backward: 4.05741 ms.
I0228 23:02:20.983206 24886 caffe.cpp:369] pool2/3x3_s2	forward: 2.46508 ms.
I0228 23:02:20.983209 24886 caffe.cpp:372] pool2/3x3_s2	backward: 10.6933 ms.
I0228 23:02:20.983211 24886 caffe.cpp:369] pool2/3x3_s2_pool2/3x3_s2_0_split	forward: 0.0035904 ms.
I0228 23:02:20.983214 24886 caffe.cpp:372] pool2/3x3_s2_pool2/3x3_s2_0_split	backward: 2.58223 ms.
I0228 23:02:20.983217 24886 caffe.cpp:369] inception_3a/1x1	forward: 0.854224 ms.
I0228 23:02:20.983220 24886 caffe.cpp:372] inception_3a/1x1	backward: 2.75079 ms.
I0228 23:02:20.983223 24886 caffe.cpp:369] inception_3a/relu_1x1	forward: 0.241987 ms.
I0228 23:02:20.983225 24886 caffe.cpp:372] inception_3a/relu_1x1	backward: 0.3532 ms.
I0228 23:02:20.983228 24886 caffe.cpp:369] inception_3a/3x3_reduce	forward: 1.48407 ms.
I0228 23:02:20.983232 24886 caffe.cpp:372] inception_3a/3x3_reduce	backward: 3.16529 ms.
I0228 23:02:20.983234 24886 caffe.cpp:369] inception_3a/relu_3x3_reduce	forward: 0.356147 ms.
I0228 23:02:20.983237 24886 caffe.cpp:372] inception_3a/relu_3x3_reduce	backward: 0.526858 ms.
I0228 23:02:20.983239 24886 caffe.cpp:369] inception_3a/3x3	forward: 4.54544 ms.
I0228 23:02:20.983242 24886 caffe.cpp:372] inception_3a/3x3	backward: 9.15683 ms.
I0228 23:02:20.983253 24886 caffe.cpp:369] inception_3a/relu_3x3	forward: 0.468896 ms.
I0228 23:02:20.983255 24886 caffe.cpp:372] inception_3a/relu_3x3	backward: 0.685674 ms.
I0228 23:02:20.983258 24886 caffe.cpp:369] inception_3a/5x5_reduce	forward: 0.454861 ms.
I0228 23:02:20.983261 24886 caffe.cpp:372] inception_3a/5x5_reduce	backward: 1.90946 ms.
I0228 23:02:20.983264 24886 caffe.cpp:369] inception_3a/relu_5x5_reduce	forward: 0.0624864 ms.
I0228 23:02:20.983268 24886 caffe.cpp:372] inception_3a/relu_5x5_reduce	backward: 0.0988224 ms.
I0228 23:02:20.983269 24886 caffe.cpp:369] inception_3a/5x5	forward: 0.75848 ms.
I0228 23:02:20.983273 24886 caffe.cpp:372] inception_3a/5x5	backward: 1.97141 ms.
I0228 23:02:20.983275 24886 caffe.cpp:369] inception_3a/relu_5x5	forward: 0.122365 ms.
I0228 23:02:20.983278 24886 caffe.cpp:372] inception_3a/relu_5x5	backward: 0.178077 ms.
I0228 23:02:20.983281 24886 caffe.cpp:369] inception_3a/pool	forward: 2.19004 ms.
I0228 23:02:20.983283 24886 caffe.cpp:372] inception_3a/pool	backward: 3.80633 ms.
I0228 23:02:20.983286 24886 caffe.cpp:369] inception_3a/pool_proj	forward: 0.539971 ms.
I0228 23:02:20.983289 24886 caffe.cpp:372] inception_3a/pool_proj	backward: 2.17446 ms.
I0228 23:02:20.983292 24886 caffe.cpp:369] inception_3a/relu_pool_proj	forward: 0.119722 ms.
I0228 23:02:20.983294 24886 caffe.cpp:372] inception_3a/relu_pool_proj	backward: 0.178893 ms.
I0228 23:02:20.983297 24886 caffe.cpp:369] inception_3a/output	forward: 0.912701 ms.
I0228 23:02:20.983300 24886 caffe.cpp:372] inception_3a/output	backward: 0.964221 ms.
I0228 23:02:20.983304 24886 caffe.cpp:369] inception_3a/output_inception_3a/output_0_split	forward: 0.0018464 ms.
I0228 23:02:20.983306 24886 caffe.cpp:372] inception_3a/output_inception_3a/output_0_split	backward: 3.44801 ms.
I0228 23:02:20.983309 24886 caffe.cpp:369] inception_3b/1x1	forward: 1.85572 ms.
I0228 23:02:20.983311 24886 caffe.cpp:372] inception_3b/1x1	backward: 3.66716 ms.
I0228 23:02:20.983314 24886 caffe.cpp:369] inception_3b/relu_1x1	forward: 0.469315 ms.
I0228 23:02:20.983317 24886 caffe.cpp:372] inception_3b/relu_1x1	backward: 0.685789 ms.
I0228 23:02:20.983320 24886 caffe.cpp:369] inception_3b/3x3_reduce	forward: 1.84167 ms.
I0228 23:02:20.983322 24886 caffe.cpp:372] inception_3b/3x3_reduce	backward: 3.64473 ms.
I0228 23:02:20.983325 24886 caffe.cpp:369] inception_3b/relu_3x3_reduce	forward: 0.463808 ms.
I0228 23:02:20.983328 24886 caffe.cpp:372] inception_3b/relu_3x3_reduce	backward: 0.694074 ms.
I0228 23:02:20.983331 24886 caffe.cpp:369] inception_3b/3x3	forward: 9.0364 ms.
I0228 23:02:20.983335 24886 caffe.cpp:372] inception_3b/3x3	backward: 16.852 ms.
I0228 23:02:20.983337 24886 caffe.cpp:369] inception_3b/relu_3x3	forward: 0.699309 ms.
I0228 23:02:20.983340 24886 caffe.cpp:372] inception_3b/relu_3x3	backward: 1.02645 ms.
I0228 23:02:20.983342 24886 caffe.cpp:369] inception_3b/5x5_reduce	forward: 0.641558 ms.
I0228 23:02:20.983345 24886 caffe.cpp:372] inception_3b/5x5_reduce	backward: 2.46796 ms.
I0228 23:02:20.983347 24886 caffe.cpp:369] inception_3b/relu_5x5_reduce	forward: 0.124112 ms.
I0228 23:02:20.983350 24886 caffe.cpp:372] inception_3b/relu_5x5_reduce	backward: 0.177667 ms.
I0228 23:02:20.983353 24886 caffe.cpp:369] inception_3b/5x5	forward: 3.81841 ms.
I0228 23:02:20.983356 24886 caffe.cpp:372] inception_3b/5x5	backward: 7.39327 ms.
I0228 23:02:20.983360 24886 caffe.cpp:369] inception_3b/relu_5x5	forward: 0.353882 ms.
I0228 23:02:20.983361 24886 caffe.cpp:372] inception_3b/relu_5x5	backward: 0.522762 ms.
I0228 23:02:20.983364 24886 caffe.cpp:369] inception_3b/pool	forward: 2.91349 ms.
I0228 23:02:20.983367 24886 caffe.cpp:372] inception_3b/pool	backward: 5.06347 ms.
I0228 23:02:20.983371 24886 caffe.cpp:369] inception_3b/pool_proj	forward: 1.0057 ms.
I0228 23:02:20.983372 24886 caffe.cpp:372] inception_3b/pool_proj	backward: 2.73828 ms.
I0228 23:02:20.983376 24886 caffe.cpp:369] inception_3b/relu_pool_proj	forward: 0.244941 ms.
I0228 23:02:20.983378 24886 caffe.cpp:372] inception_3b/relu_pool_proj	backward: 0.355526 ms.
I0228 23:02:20.983383 24886 caffe.cpp:369] inception_3b/output	forward: 1.68458 ms.
I0228 23:02:20.983386 24886 caffe.cpp:372] inception_3b/output	backward: 1.78258 ms.
I0228 23:02:20.983388 24886 caffe.cpp:369] pool3/3x3_s2	forward: 1.65253 ms.
I0228 23:02:20.983392 24886 caffe.cpp:372] pool3/3x3_s2	backward: 6.83601 ms.
I0228 23:02:20.983394 24886 caffe.cpp:369] pool3/3x3_s2_pool3/3x3_s2_0_split	forward: 0.0029696 ms.
I0228 23:02:20.983397 24886 caffe.cpp:372] pool3/3x3_s2_pool3/3x3_s2_0_split	backward: 1.62491 ms.
I0228 23:02:20.983399 24886 caffe.cpp:369] inception_4a/1x1	forward: 1.20322 ms.
I0228 23:02:20.983402 24886 caffe.cpp:372] inception_4a/1x1	backward: 3.03853 ms.
I0228 23:02:20.983405 24886 caffe.cpp:369] inception_4a/relu_1x1	forward: 0.184627 ms.
I0228 23:02:20.983408 24886 caffe.cpp:372] inception_4a/relu_1x1	backward: 0.263267 ms.
I0228 23:02:20.983410 24886 caffe.cpp:369] inception_4a/3x3_reduce	forward: 0.780909 ms.
I0228 23:02:20.983413 24886 caffe.cpp:372] inception_4a/3x3_reduce	backward: 2.02045 ms.
I0228 23:02:20.983417 24886 caffe.cpp:369] inception_4a/relu_3x3_reduce	forward: 0.09616 ms.
I0228 23:02:20.983419 24886 caffe.cpp:372] inception_4a/relu_3x3_reduce	backward: 0.135584 ms.
I0228 23:02:20.983422 24886 caffe.cpp:369] inception_4a/3x3	forward: 2.36124 ms.
I0228 23:02:20.983424 24886 caffe.cpp:372] inception_4a/3x3	backward: 4.1807 ms.
I0228 23:02:20.983428 24886 caffe.cpp:369] inception_4a/relu_3x3	forward: 0.195158 ms.
I0228 23:02:20.983430 24886 caffe.cpp:372] inception_4a/relu_3x3	backward: 0.292877 ms.
I0228 23:02:20.983433 24886 caffe.cpp:369] inception_4a/5x5_reduce	forward: 0.282 ms.
I0228 23:02:20.983435 24886 caffe.cpp:372] inception_4a/5x5_reduce	backward: 1.09958 ms.
I0228 23:02:20.983438 24886 caffe.cpp:369] inception_4a/relu_5x5_reduce	forward: 0.0161888 ms.
I0228 23:02:20.983441 24886 caffe.cpp:372] inception_4a/relu_5x5_reduce	backward: 0.0231456 ms.
I0228 23:02:20.983443 24886 caffe.cpp:369] inception_4a/5x5	forward: 0.361274 ms.
I0228 23:02:20.983446 24886 caffe.cpp:372] inception_4a/5x5	backward: 0.904502 ms.
I0228 23:02:20.983449 24886 caffe.cpp:369] inception_4a/relu_5x5	forward: 0.048352 ms.
I0228 23:02:20.983453 24886 caffe.cpp:372] inception_4a/relu_5x5	backward: 0.0732192 ms.
I0228 23:02:20.983455 24886 caffe.cpp:369] inception_4a/pool	forward: 1.382 ms.
I0228 23:02:20.983458 24886 caffe.cpp:372] inception_4a/pool	backward: 2.43591 ms.
I0228 23:02:20.983460 24886 caffe.cpp:369] inception_4a/pool_proj	forward: 0.474934 ms.
I0228 23:02:20.983464 24886 caffe.cpp:372] inception_4a/pool_proj	backward: 1.34697 ms.
I0228 23:02:20.983465 24886 caffe.cpp:369] inception_4a/relu_pool_proj	forward: 0.0661696 ms.
I0228 23:02:20.983469 24886 caffe.cpp:372] inception_4a/relu_pool_proj	backward: 0.098208 ms.
I0228 23:02:20.983471 24886 caffe.cpp:369] inception_4a/output	forward: 0.468899 ms.
I0228 23:02:20.983474 24886 caffe.cpp:372] inception_4a/output	backward: 0.498058 ms.
I0228 23:02:20.983477 24886 caffe.cpp:369] inception_4a/output_inception_4a/output_0_split	forward: 0.0019456 ms.
I0228 23:02:20.983480 24886 caffe.cpp:372] inception_4a/output_inception_4a/output_0_split	backward: 1.73005 ms.
I0228 23:02:20.983482 24886 caffe.cpp:369] inception_4b/1x1	forward: 1.23271 ms.
I0228 23:02:20.983485 24886 caffe.cpp:372] inception_4b/1x1	backward: 2.58008 ms.
I0228 23:02:20.983489 24886 caffe.cpp:369] inception_4b/relu_1x1	forward: 0.151962 ms.
I0228 23:02:20.983491 24886 caffe.cpp:372] inception_4b/relu_1x1	backward: 0.22785 ms.
I0228 23:02:20.983494 24886 caffe.cpp:369] inception_4b/3x3_reduce	forward: 0.791642 ms.
I0228 23:02:20.983496 24886 caffe.cpp:372] inception_4b/3x3_reduce	backward: 1.46013 ms.
I0228 23:02:20.983500 24886 caffe.cpp:369] inception_4b/relu_3x3_reduce	forward: 0.107843 ms.
I0228 23:02:20.983502 24886 caffe.cpp:372] inception_4b/relu_3x3_reduce	backward: 0.167021 ms.
I0228 23:02:20.983505 24886 caffe.cpp:369] inception_4b/3x3	forward: 2.67685 ms.
I0228 23:02:20.983507 24886 caffe.cpp:372] inception_4b/3x3	backward: 4.74678 ms.
I0228 23:02:20.983510 24886 caffe.cpp:369] inception_4b/relu_3x3	forward: 0.211062 ms.
I0228 23:02:20.983515 24886 caffe.cpp:372] inception_4b/relu_3x3	backward: 0.317677 ms.
I0228 23:02:20.983518 24886 caffe.cpp:369] inception_4b/5x5_reduce	forward: 0.302493 ms.
I0228 23:02:20.983521 24886 caffe.cpp:372] inception_4b/5x5_reduce	backward: 1.15796 ms.
I0228 23:02:20.983523 24886 caffe.cpp:369] inception_4b/relu_5x5_reduce	forward: 0.0173216 ms.
I0228 23:02:20.983526 24886 caffe.cpp:372] inception_4b/relu_5x5_reduce	backward: 0.0318432 ms.
I0228 23:02:20.983530 24886 caffe.cpp:369] inception_4b/5x5	forward: 0.521626 ms.
I0228 23:02:20.983532 24886 caffe.cpp:372] inception_4b/5x5	backward: 1.17678 ms.
I0228 23:02:20.983536 24886 caffe.cpp:369] inception_4b/relu_5x5	forward: 0.0640032 ms.
I0228 23:02:20.983538 24886 caffe.cpp:372] inception_4b/relu_5x5	backward: 0.094336 ms.
I0228 23:02:20.983541 24886 caffe.cpp:369] inception_4b/pool	forward: 1.47334 ms.
I0228 23:02:20.983543 24886 caffe.cpp:372] inception_4b/pool	backward: 2.60528 ms.
I0228 23:02:20.983546 24886 caffe.cpp:369] inception_4b/pool_proj	forward: 0.500538 ms.
I0228 23:02:20.983549 24886 caffe.cpp:372] inception_4b/pool_proj	backward: 1.30243 ms.
I0228 23:02:20.983552 24886 caffe.cpp:369] inception_4b/relu_pool_proj	forward: 0.0629632 ms.
I0228 23:02:20.983556 24886 caffe.cpp:372] inception_4b/relu_pool_proj	backward: 0.0957376 ms.
I0228 23:02:20.983557 24886 caffe.cpp:369] inception_4b/output	forward: 0.468704 ms.
I0228 23:02:20.983561 24886 caffe.cpp:372] inception_4b/output	backward: 0.498182 ms.
I0228 23:02:20.983563 24886 caffe.cpp:369] inception_4b/output_inception_4b/output_0_split	forward: 0.0017536 ms.
I0228 23:02:20.983566 24886 caffe.cpp:372] inception_4b/output_inception_4b/output_0_split	backward: 1.72872 ms.
I0228 23:02:20.983569 24886 caffe.cpp:369] inception_4c/1x1	forward: 0.820032 ms.
I0228 23:02:20.983572 24886 caffe.cpp:372] inception_4c/1x1	backward: 1.54268 ms.
I0228 23:02:20.983574 24886 caffe.cpp:369] inception_4c/relu_1x1	forward: 0.123405 ms.
I0228 23:02:20.983577 24886 caffe.cpp:372] inception_4c/relu_1x1	backward: 0.187808 ms.
I0228 23:02:20.983580 24886 caffe.cpp:369] inception_4c/3x3_reduce	forward: 0.81665 ms.
I0228 23:02:20.983583 24886 caffe.cpp:372] inception_4c/3x3_reduce	backward: 1.54002 ms.
I0228 23:02:20.983585 24886 caffe.cpp:369] inception_4c/relu_3x3_reduce	forward: 0.124214 ms.
I0228 23:02:20.983588 24886 caffe.cpp:372] inception_4c/relu_3x3_reduce	backward: 0.184832 ms.
I0228 23:02:20.983592 24886 caffe.cpp:369] inception_4c/3x3	forward: 3.01723 ms.
I0228 23:02:20.983594 24886 caffe.cpp:372] inception_4c/3x3	backward: 5.58652 ms.
I0228 23:02:20.983597 24886 caffe.cpp:369] inception_4c/relu_3x3	forward: 0.242474 ms.
I0228 23:02:20.983599 24886 caffe.cpp:372] inception_4c/relu_3x3	backward: 0.343968 ms.
I0228 23:02:20.983603 24886 caffe.cpp:369] inception_4c/5x5_reduce	forward: 0.301574 ms.
I0228 23:02:20.983605 24886 caffe.cpp:372] inception_4c/5x5_reduce	backward: 1.14483 ms.
I0228 23:02:20.983608 24886 caffe.cpp:369] inception_4c/relu_5x5_reduce	forward: 0.01752 ms.
I0228 23:02:20.983611 24886 caffe.cpp:372] inception_4c/relu_5x5_reduce	backward: 0.0319584 ms.
I0228 23:02:20.983614 24886 caffe.cpp:369] inception_4c/5x5	forward: 0.520826 ms.
I0228 23:02:20.983616 24886 caffe.cpp:372] inception_4c/5x5	backward: 1.17373 ms.
I0228 23:02:20.983619 24886 caffe.cpp:369] inception_4c/relu_5x5	forward: 0.0647264 ms.
I0228 23:02:20.983623 24886 caffe.cpp:372] inception_4c/relu_5x5	backward: 0.0930912 ms.
I0228 23:02:20.983625 24886 caffe.cpp:369] inception_4c/pool	forward: 1.47436 ms.
I0228 23:02:20.983628 24886 caffe.cpp:372] inception_4c/pool	backward: 2.60545 ms.
I0228 23:02:20.983630 24886 caffe.cpp:369] inception_4c/pool_proj	forward: 0.500854 ms.
I0228 23:02:20.983633 24886 caffe.cpp:372] inception_4c/pool_proj	backward: 1.31 ms.
I0228 23:02:20.983636 24886 caffe.cpp:369] inception_4c/relu_pool_proj	forward: 0.0624864 ms.
I0228 23:02:20.983639 24886 caffe.cpp:372] inception_4c/relu_pool_proj	backward: 0.095744 ms.
I0228 23:02:20.983642 24886 caffe.cpp:369] inception_4c/output	forward: 0.469914 ms.
I0228 23:02:20.983646 24886 caffe.cpp:372] inception_4c/output	backward: 0.497242 ms.
I0228 23:02:20.983649 24886 caffe.cpp:369] inception_4c/output_inception_4c/output_0_split	forward: 0.0019328 ms.
I0228 23:02:20.983652 24886 caffe.cpp:372] inception_4c/output_inception_4c/output_0_split	backward: 1.73014 ms.
I0228 23:02:20.983655 24886 caffe.cpp:369] inception_4d/1x1	forward: 0.787136 ms.
I0228 23:02:20.983659 24886 caffe.cpp:372] inception_4d/1x1	backward: 1.4586 ms.
I0228 23:02:20.983660 24886 caffe.cpp:369] inception_4d/relu_1x1	forward: 0.107645 ms.
I0228 23:02:20.983664 24886 caffe.cpp:372] inception_4d/relu_1x1	backward: 0.168666 ms.
I0228 23:02:20.983666 24886 caffe.cpp:369] inception_4d/3x3_reduce	forward: 1.17915 ms.
I0228 23:02:20.983669 24886 caffe.cpp:372] inception_4d/3x3_reduce	backward: 2.18911 ms.
I0228 23:02:20.983671 24886 caffe.cpp:369] inception_4d/relu_3x3_reduce	forward: 0.140806 ms.
I0228 23:02:20.983675 24886 caffe.cpp:372] inception_4d/relu_3x3_reduce	backward: 0.200906 ms.
I0228 23:02:20.983677 24886 caffe.cpp:369] inception_4d/3x3	forward: 4.30614 ms.
I0228 23:02:20.983680 24886 caffe.cpp:372] inception_4d/3x3	backward: 9.57514 ms.
I0228 23:02:20.983683 24886 caffe.cpp:369] inception_4d/relu_3x3	forward: 0.269517 ms.
I0228 23:02:20.983685 24886 caffe.cpp:372] inception_4d/relu_3x3	backward: 0.398957 ms.
I0228 23:02:20.983688 24886 caffe.cpp:369] inception_4d/5x5_reduce	forward: 0.316214 ms.
I0228 23:02:20.983691 24886 caffe.cpp:372] inception_4d/5x5_reduce	backward: 1.22941 ms.
I0228 23:02:20.983695 24886 caffe.cpp:369] inception_4d/relu_5x5_reduce	forward: 0.0246688 ms.
I0228 23:02:20.983697 24886 caffe.cpp:372] inception_4d/relu_5x5_reduce	backward: 0.0452672 ms.
I0228 23:02:20.983700 24886 caffe.cpp:369] inception_4d/5x5	forward: 0.685994 ms.
I0228 23:02:20.983702 24886 caffe.cpp:372] inception_4d/5x5	backward: 1.22306 ms.
I0228 23:02:20.983705 24886 caffe.cpp:369] inception_4d/relu_5x5	forward: 0.0638976 ms.
I0228 23:02:20.983707 24886 caffe.cpp:372] inception_4d/relu_5x5	backward: 0.0933888 ms.
I0228 23:02:20.983711 24886 caffe.cpp:369] inception_4d/pool	forward: 1.47446 ms.
I0228 23:02:20.983713 24886 caffe.cpp:372] inception_4d/pool	backward: 2.60086 ms.
I0228 23:02:20.983716 24886 caffe.cpp:369] inception_4d/pool_proj	forward: 0.499402 ms.
I0228 23:02:20.983719 24886 caffe.cpp:372] inception_4d/pool_proj	backward: 1.30692 ms.
I0228 23:02:20.983722 24886 caffe.cpp:369] inception_4d/relu_pool_proj	forward: 0.0667616 ms.
I0228 23:02:20.983724 24886 caffe.cpp:372] inception_4d/relu_pool_proj	backward: 0.0992224 ms.
I0228 23:02:20.983727 24886 caffe.cpp:369] inception_4d/output	forward: 0.482906 ms.
I0228 23:02:20.983731 24886 caffe.cpp:372] inception_4d/output	backward: 0.511792 ms.
I0228 23:02:20.983733 24886 caffe.cpp:369] inception_4d/output_inception_4d/output_0_split	forward: 0.0020352 ms.
I0228 23:02:20.983736 24886 caffe.cpp:372] inception_4d/output_inception_4d/output_0_split	backward: 1.78003 ms.
I0228 23:02:20.983738 24886 caffe.cpp:369] inception_4e/1x1	forward: 1.57695 ms.
I0228 23:02:20.983741 24886 caffe.cpp:372] inception_4e/1x1	backward: 4.05967 ms.
I0228 23:02:20.983744 24886 caffe.cpp:369] inception_4e/relu_1x1	forward: 0.242387 ms.
I0228 23:02:20.983747 24886 caffe.cpp:372] inception_4e/relu_1x1	backward: 0.353798 ms.
I0228 23:02:20.983749 24886 caffe.cpp:369] inception_4e/3x3_reduce	forward: 1.23525 ms.
I0228 23:02:20.983752 24886 caffe.cpp:372] inception_4e/3x3_reduce	backward: 3.60336 ms.
I0228 23:02:20.983755 24886 caffe.cpp:369] inception_4e/relu_3x3_reduce	forward: 0.153091 ms.
I0228 23:02:20.983758 24886 caffe.cpp:372] inception_4e/relu_3x3_reduce	backward: 0.220675 ms.
I0228 23:02:20.983762 24886 caffe.cpp:369] inception_4e/3x3	forward: 4.75791 ms.
I0228 23:02:20.983763 24886 caffe.cpp:372] inception_4e/3x3	backward: 10.3108 ms.
I0228 23:02:20.983767 24886 caffe.cpp:369] inception_4e/relu_3x3	forward: 0.296851 ms.
I0228 23:02:20.983769 24886 caffe.cpp:372] inception_4e/relu_3x3	backward: 0.432957 ms.
I0228 23:02:20.983772 24886 caffe.cpp:369] inception_4e/5x5_reduce	forward: 0.32144 ms.
I0228 23:02:20.983777 24886 caffe.cpp:372] inception_4e/5x5_reduce	backward: 1.24202 ms.
I0228 23:02:20.983779 24886 caffe.cpp:369] inception_4e/relu_5x5_reduce	forward: 0.0251936 ms.
I0228 23:02:20.983783 24886 caffe.cpp:372] inception_4e/relu_5x5_reduce	backward: 0.0469152 ms.
I0228 23:02:20.983785 24886 caffe.cpp:369] inception_4e/5x5	forward: 1.16674 ms.
I0228 23:02:20.983788 24886 caffe.cpp:372] inception_4e/5x5	backward: 2.42279 ms.
I0228 23:02:20.983791 24886 caffe.cpp:369] inception_4e/relu_5x5	forward: 0.120442 ms.
I0228 23:02:20.983794 24886 caffe.cpp:372] inception_4e/relu_5x5	backward: 0.176646 ms.
I0228 23:02:20.983796 24886 caffe.cpp:369] inception_4e/pool	forward: 1.52229 ms.
I0228 23:02:20.983799 24886 caffe.cpp:372] inception_4e/pool	backward: 2.68083 ms.
I0228 23:02:20.983803 24886 caffe.cpp:369] inception_4e/pool_proj	forward: 0.833248 ms.
I0228 23:02:20.983805 24886 caffe.cpp:372] inception_4e/pool_proj	backward: 1.88304 ms.
I0228 23:02:20.983808 24886 caffe.cpp:369] inception_4e/relu_pool_proj	forward: 0.124227 ms.
I0228 23:02:20.983810 24886 caffe.cpp:372] inception_4e/relu_pool_proj	backward: 0.178186 ms.
I0228 23:02:20.983814 24886 caffe.cpp:369] inception_4e/output	forward: 0.745267 ms.
I0228 23:02:20.983816 24886 caffe.cpp:372] inception_4e/output	backward: 0.788918 ms.
I0228 23:02:20.983819 24886 caffe.cpp:369] pool4/3x3_s2	forward: 0.850442 ms.
I0228 23:02:20.983822 24886 caffe.cpp:372] pool4/3x3_s2	backward: 2.97758 ms.
I0228 23:02:20.983824 24886 caffe.cpp:369] pool4/3x3_s2_pool4/3x3_s2_0_split	forward: 0.0017472 ms.
I0228 23:02:20.983827 24886 caffe.cpp:372] pool4/3x3_s2_pool4/3x3_s2_0_split	backward: 0.712736 ms.
I0228 23:02:20.983830 24886 caffe.cpp:369] inception_5a/1x1	forward: 0.700419 ms.
I0228 23:02:20.983834 24886 caffe.cpp:372] inception_5a/1x1	backward: 1.75496 ms.
I0228 23:02:20.983835 24886 caffe.cpp:369] inception_5a/relu_1x1	forward: 0.0634816 ms.
I0228 23:02:20.983839 24886 caffe.cpp:372] inception_5a/relu_1x1	backward: 0.093184 ms.
I0228 23:02:20.983841 24886 caffe.cpp:369] inception_5a/3x3_reduce	forward: 0.564544 ms.
I0228 23:02:20.983844 24886 caffe.cpp:372] inception_5a/3x3_reduce	backward: 1.20711 ms.
I0228 23:02:20.983847 24886 caffe.cpp:369] inception_5a/relu_3x3_reduce	forward: 0.0361568 ms.
I0228 23:02:20.983850 24886 caffe.cpp:372] inception_5a/relu_3x3_reduce	backward: 0.0582688 ms.
I0228 23:02:20.983852 24886 caffe.cpp:369] inception_5a/3x3	forward: 1.35689 ms.
I0228 23:02:20.983855 24886 caffe.cpp:372] inception_5a/3x3	backward: 2.80657 ms.
I0228 23:02:20.983858 24886 caffe.cpp:369] inception_5a/relu_3x3	forward: 0.0786464 ms.
I0228 23:02:20.983861 24886 caffe.cpp:372] inception_5a/relu_3x3	backward: 0.118096 ms.
I0228 23:02:20.983863 24886 caffe.cpp:369] inception_5a/5x5_reduce	forward: 0.201434 ms.
I0228 23:02:20.983866 24886 caffe.cpp:372] inception_5a/5x5_reduce	backward: 0.369558 ms.
I0228 23:02:20.983870 24886 caffe.cpp:369] inception_5a/relu_5x5_reduce	forward: 0.013632 ms.
I0228 23:02:20.983872 24886 caffe.cpp:372] inception_5a/relu_5x5_reduce	backward: 0.0155776 ms.
I0228 23:02:20.983875 24886 caffe.cpp:369] inception_5a/5x5	forward: 0.406326 ms.
I0228 23:02:20.983877 24886 caffe.cpp:372] inception_5a/5x5	backward: 0.89847 ms.
I0228 23:02:20.983880 24886 caffe.cpp:369] inception_5a/relu_5x5	forward: 0.0254176 ms.
I0228 23:02:20.983883 24886 caffe.cpp:372] inception_5a/relu_5x5	backward: 0.050592 ms.
I0228 23:02:20.983886 24886 caffe.cpp:369] inception_5a/pool	forward: 0.608166 ms.
I0228 23:02:20.983889 24886 caffe.cpp:372] inception_5a/pool	backward: 1.08003 ms.
I0228 23:02:20.983891 24886 caffe.cpp:369] inception_5a/pool_proj	forward: 0.426086 ms.
I0228 23:02:20.983894 24886 caffe.cpp:372] inception_5a/pool_proj	backward: 0.849318 ms.
I0228 23:02:20.983897 24886 caffe.cpp:369] inception_5a/relu_pool_proj	forward: 0.0266304 ms.
I0228 23:02:20.983901 24886 caffe.cpp:372] inception_5a/relu_pool_proj	backward: 0.0470016 ms.
I0228 23:02:20.983903 24886 caffe.cpp:369] inception_5a/output	forward: 0.206646 ms.
I0228 23:02:20.983907 24886 caffe.cpp:372] inception_5a/output	backward: 0.217501 ms.
I0228 23:02:20.983911 24886 caffe.cpp:369] inception_5a/output_inception_5a/output_0_split	forward: 0.0019616 ms.
I0228 23:02:20.983913 24886 caffe.cpp:372] inception_5a/output_inception_5a/output_0_split	backward: 0.711389 ms.
I0228 23:02:20.983916 24886 caffe.cpp:369] inception_5b/1x1	forward: 0.975354 ms.
I0228 23:02:20.983919 24886 caffe.cpp:372] inception_5b/1x1	backward: 2.96583 ms.
I0228 23:02:20.983922 24886 caffe.cpp:369] inception_5b/relu_1x1	forward: 0.0945248 ms.
I0228 23:02:20.983924 24886 caffe.cpp:372] inception_5b/relu_1x1	backward: 0.14079 ms.
I0228 23:02:20.983927 24886 caffe.cpp:369] inception_5b/3x3_reduce	forward: 0.581453 ms.
I0228 23:02:20.983930 24886 caffe.cpp:372] inception_5b/3x3_reduce	backward: 1.22829 ms.
I0228 23:02:20.983933 24886 caffe.cpp:369] inception_5b/relu_3x3_reduce	forward: 0.0483456 ms.
I0228 23:02:20.983937 24886 caffe.cpp:372] inception_5b/relu_3x3_reduce	backward: 0.0714848 ms.
I0228 23:02:20.983938 24886 caffe.cpp:369] inception_5b/3x3	forward: 1.82795 ms.
I0228 23:02:20.983942 24886 caffe.cpp:372] inception_5b/3x3	backward: 3.45653 ms.
I0228 23:02:20.983944 24886 caffe.cpp:369] inception_5b/relu_3x3	forward: 0.0947104 ms.
I0228 23:02:20.983947 24886 caffe.cpp:372] inception_5b/relu_3x3	backward: 0.143466 ms.
I0228 23:02:20.983950 24886 caffe.cpp:369] inception_5b/5x5_reduce	forward: 0.250986 ms.
I0228 23:02:20.983953 24886 caffe.cpp:372] inception_5b/5x5_reduce	backward: 0.430794 ms.
I0228 23:02:20.983955 24886 caffe.cpp:369] inception_5b/relu_5x5_reduce	forward: 0.0139424 ms.
I0228 23:02:20.983958 24886 caffe.cpp:372] inception_5b/relu_5x5_reduce	backward: 0.0173088 ms.
I0228 23:02:20.983961 24886 caffe.cpp:369] inception_5b/5x5	forward: 0.56905 ms.
I0228 23:02:20.983964 24886 caffe.cpp:372] inception_5b/5x5	backward: 1.23525 ms.
I0228 23:02:20.983968 24886 caffe.cpp:369] inception_5b/relu_5x5	forward: 0.026752 ms.
I0228 23:02:20.983969 24886 caffe.cpp:372] inception_5b/relu_5x5	backward: 0.0491552 ms.
I0228 23:02:20.983973 24886 caffe.cpp:369] inception_5b/pool	forward: 0.607958 ms.
I0228 23:02:20.983975 24886 caffe.cpp:372] inception_5b/pool	backward: 1.08124 ms.
I0228 23:02:20.983978 24886 caffe.cpp:369] inception_5b/pool_proj	forward: 0.426493 ms.
I0228 23:02:20.983980 24886 caffe.cpp:372] inception_5b/pool_proj	backward: 0.855664 ms.
I0228 23:02:20.983983 24886 caffe.cpp:369] inception_5b/relu_pool_proj	forward: 0.0256 ms.
I0228 23:02:20.983986 24886 caffe.cpp:372] inception_5b/relu_pool_proj	backward: 0.0458912 ms.
I0228 23:02:20.983989 24886 caffe.cpp:369] inception_5b/output	forward: 0.248109 ms.
I0228 23:02:20.983992 24886 caffe.cpp:372] inception_5b/output	backward: 0.26368 ms.
I0228 23:02:20.983994 24886 caffe.cpp:369] pool5/7x7_s1	forward: 0.265021 ms.
I0228 23:02:20.983997 24886 caffe.cpp:372] pool5/7x7_s1	backward: 2.71595 ms.
I0228 23:02:20.984000 24886 caffe.cpp:369]        fc6	forward: 0.185654 ms.
I0228 23:02:20.984004 24886 caffe.cpp:372]        fc6	backward: 0.208816 ms.
I0228 23:02:20.984005 24886 caffe.cpp:369]   fc6/relu	forward: 0.0125184 ms.
I0228 23:02:20.984009 24886 caffe.cpp:372]   fc6/relu	backward: 0.0144416 ms.
I0228 23:02:20.984020 24886 caffe.cpp:377] Average Forward pass: 146.263 ms.
I0228 23:02:20.984025 24886 caffe.cpp:379] Average Backward pass: 338.261 ms.
I0228 23:02:20.984030 24886 caffe.cpp:381] Average Forward-Backward: 484.671 ms.
I0228 23:02:20.984033 24886 caffe.cpp:383] Total Time: 4846.71 ms.
I0228 23:02:20.984037 24886 caffe.cpp:384] *** Benchmark ends ***