Out of Memory With 1 Iteration

[agieocean]

Running the program for 1 iteration per frame (128x72) leaves the card out of memory (Geforce GT 630) Note: This does work on a 970M

2_dreaming_time.exe -i ../images -o ../images_out --gpu 0 -it jpg --model_path caffe_dev/models/bvlc_googlenet/ --model_name bvlc_googlenet.caffemodel -v 0 --iterations 1 
WARNING: Logging before InitGoogleLogging() is written to STDERR
I1115 19:27:14.168330 492608 common.cpp:36] System entropy source not available, using fallback algorithm to generate seed instead.
W1115 19:27:14.287336 492608 _caffe.cpp:175] DEPRECATION WARNING - deprecated use of Python interface
W1115 19:27:14.287336 492608 _caffe.cpp:176] Use this instead (with the named "weights" parameter):
W1115 19:27:14.287336 492608 _caffe.cpp:178] Net('tmp.prototxt', 1, weights='caffe_dev/models/bvlc_googlenet/bvlc_googlenet.caffemodel')
I1115 19:27:14.294337 492608 net.cpp:51] Initializing net from parameters: 
name: "GoogleNet"
force_backward: true
state {
  phase: TEST
  level: 0
}
layer {
  name: "data"
  type: "Input"
  top: "data"
  input_param {
    shape {
      dim: 10
      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: "pool1/norm1"
  type: "LRN"
  bottom: "pool1/3x3_s2"
  top: "pool1/norm1"
  lrn_param {
    local_size: 5
    alpha: 0.0001
    beta: 0.75
  }
}
layer {
  name: "conv2/3x3_reduce"
  type: "Convolution"
  bottom: "pool1/norm1"
  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: "conv2/norm2"
  type: "LRN"
  bottom: "conv2/3x3"
  top: "conv2/norm2"
  lrn_param {
    local_size: 5
    alpha: 0.0001
    beta: 0.75
  }
}
layer {
  name: "pool2/3x3_s2"
  type: "Pooling"
  bottom: "conv2/norm2"
  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
    weight_filler {
      type: "xavier"
      std: 0.09
    }
    bias_filler {
      type: "constant"
      value: 0.2
    }
  }
}
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: 0.03
    }
    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: "
I1115 19:27:16.032436 492608 layer_factory.cpp:58] Creating layer data
I1115 19:27:16.032436 492608 net.cpp:84] Creating Layer data
I1115 19:27:16.032436 492608 net.cpp:380] data -> data
I1115 19:27:16.106441 492608 net.cpp:122] Setting up data
I1115 19:27:16.106441 492608 net.cpp:129] Top shape: 10 3 224 224 (1505280)
I1115 19:27:16.106441 492608 net.cpp:137] Memory required for data: 6021120
I1115 19:27:16.107440 492608 layer_factory.cpp:58] Creating layer conv1/7x7_s2
I1115 19:27:16.107440 492608 net.cpp:84] Creating Layer conv1/7x7_s2
I1115 19:27:16.107440 492608 net.cpp:406] conv1/7x7_s2 <- data
I1115 19:27:16.107440 492608 net.cpp:380] conv1/7x7_s2 -> conv1/7x7_s2
I1115 19:27:16.108440 492608 common.cpp:36] System entropy source not available, using fallback algorithm to generate seed instead.
I1115 19:27:16.108440 492608 net.cpp:122] Setting up conv1/7x7_s2
I1115 19:27:16.108440 492608 net.cpp:129] Top shape: 10 64 112 112 (8028160)
I1115 19:27:16.108440 492608 net.cpp:137] Memory required for data: 38133760
I1115 19:27:16.108440 492608 layer_factory.cpp:58] Creating layer conv1/relu_7x7
I1115 19:27:16.108440 492608 net.cpp:84] Creating Layer conv1/relu_7x7
I1115 19:27:16.108440 492608 net.cpp:406] conv1/relu_7x7 <- conv1/7x7_s2
I1115 19:27:16.108440 492608 net.cpp:367] conv1/relu_7x7 -> conv1/7x7_s2 (in-place)
I1115 19:27:16.108440 492608 net.cpp:122] Setting up conv1/relu_7x7
I1115 19:27:16.108440 492608 net.cpp:129] Top shape: 10 64 112 112 (8028160)
I1115 19:27:16.108440 492608 net.cpp:137] Memory required for data: 70246400
I1115 19:27:16.108440 492608 layer_factory.cpp:58] Creating layer pool1/3x3_s2
I1115 19:27:16.108440 492608 net.cpp:84] Creating Layer pool1/3x3_s2
I1115 19:27:16.108440 492608 net.cpp:406] pool1/3x3_s2 <- conv1/7x7_s2
I1115 19:27:16.108440 492608 net.cpp:380] pool1/3x3_s2 -> pool1/3x3_s2
I1115 19:27:16.109441 492608 net.cpp:122] Setting up pool1/3x3_s2
I1115 19:27:16.109441 492608 net.cpp:129] Top shape: 10 64 56 56 (2007040)
I1115 19:27:16.109441 492608 net.cpp:137] Memory required for data: 78274560
I1115 19:27:16.109441 492608 layer_factory.cpp:58] Creating layer pool1/norm1
I1115 19:27:16.109441 492608 net.cpp:84] Creating Layer pool1/norm1
I1115 19:27:16.109441 492608 net.cpp:406] pool1/norm1 <- pool1/3x3_s2
I1115 19:27:16.109441 492608 net.cpp:380] pool1/norm1 -> pool1/norm1
I1115 19:27:16.109441 492608 net.cpp:122] Setting up pool1/norm1
I1115 19:27:16.109441 492608 net.cpp:129] Top shape: 10 64 56 56 (2007040)
I1115 19:27:16.109441 492608 net.cpp:137] Memory required for data: 86302720
I1115 19:27:16.109441 492608 layer_factory.cpp:58] Creating layer conv2/3x3_reduce
I1115 19:27:16.109441 492608 net.cpp:84] Creating Layer conv2/3x3_reduce
I1115 19:27:16.109441 492608 net.cpp:406] conv2/3x3_reduce <- pool1/norm1
I1115 19:27:16.109441 492608 net.cpp:380] conv2/3x3_reduce -> conv2/3x3_reduce
I1115 19:27:16.110441 492608 net.cpp:122] Setting up conv2/3x3_reduce
I1115 19:27:16.110441 492608 net.cpp:129] Top shape: 10 64 56 56 (2007040)
I1115 19:27:16.110441 492608 net.cpp:137] Memory required for data: 94330880
I1115 19:27:16.110441 492608 layer_factory.cpp:58] Creating layer conv2/relu_3x3_reduce
I1115 19:27:16.110441 492608 net.cpp:84] Creating Layer conv2/relu_3x3_reduce
I1115 19:27:16.110441 492608 net.cpp:406] conv2/relu_3x3_reduce <- conv2/3x3_reduce
I1115 19:27:16.110441 492608 net.cpp:367] conv2/relu_3x3_reduce -> conv2/3x3_reduce (in-place)
I1115 19:27:16.110441 492608 net.cpp:122] Setting up conv2/relu_3x3_reduce
I1115 19:27:16.110441 492608 net.cpp:129] Top shape: 10 64 56 56 (2007040)
I1115 19:27:16.110441 492608 net.cpp:137] Memory required for data: 102359040
I1115 19:27:16.110441 492608 layer_factory.cpp:58] Creating layer conv2/3x3
I1115 19:27:16.110441 492608 net.cpp:84] Creating Layer conv2/3x3
I1115 19:27:16.110441 492608 net.cpp:406] conv2/3x3 <- conv2/3x3_reduce
I1115 19:27:16.110441 492608 net.cpp:380] conv2/3x3 -> conv2/3x3
I1115 19:27:16.114441 492608 net.cpp:122] Setting up conv2/3x3
I1115 19:27:16.114441 492608 net.cpp:129] Top shape: 10 192 56 56 (6021120)
I1115 19:27:16.114441 492608 net.cpp:137] Memory required for data: 126443520
I1115 19:27:16.114441 492608 layer_factory.cpp:58] Creating layer conv2/relu_3x3
I1115 19:27:16.114441 492608 net.cpp:84] Creating Layer conv2/relu_3x3
I1115 19:27:16.114441 492608 net.cpp:406] conv2/relu_3x3 <- conv2/3x3
I1115 19:27:16.114441 492608 net.cpp:367] conv2/relu_3x3 -> conv2/3x3 (in-place)
I1115 19:27:16.114441 492608 net.cpp:122] Setting up conv2/relu_3x3
I1115 19:27:16.114441 492608 net.cpp:129] Top shape: 10 192 56 56 (6021120)
I1115 19:27:16.114441 492608 net.cpp:137] Memory required for data: 150528000
I1115 19:27:16.114441 492608 layer_factory.cpp:58] Creating layer conv2/norm2
I1115 19:27:16.114441 492608 net.cpp:84] Creating Layer conv2/norm2
I1115 19:27:16.114441 492608 net.cpp:406] conv2/norm2 <- conv2/3x3
I1115 19:27:16.114441 492608 net.cpp:380] conv2/norm2 -> conv2/norm2
I1115 19:27:16.114441 492608 net.cpp:122] Setting up conv2/norm2
I1115 19:27:16.114441 492608 net.cpp:129] Top shape: 10 192 56 56 (6021120)
I1115 19:27:16.114441 492608 net.cpp:137] Memory required for data: 174612480
I1115 19:27:16.114441 492608 layer_factory.cpp:58] Creating layer pool2/3x3_s2
I1115 19:27:16.114441 492608 net.cpp:84] Creating Layer pool2/3x3_s2
I1115 19:27:16.114441 492608 net.cpp:406] pool2/3x3_s2 <- conv2/norm2
I1115 19:27:16.114441 492608 net.cpp:380] pool2/3x3_s2 -> pool2/3x3_s2
I1115 19:27:16.114441 492608 net.cpp:122] Setting up pool2/3x3_s2
I1115 19:27:16.114441 492608 net.cpp:129] Top shape: 10 192 28 28 (1505280)
I1115 19:27:16.114441 492608 net.cpp:137] Memory required for data: 180633600
I1115 19:27:16.114441 492608 layer_factory.cpp:58] Creating layer pool2/3x3_s2_pool2/3x3_s2_0_split
I1115 19:27:16.114441 492608 net.cpp:84] Creating Layer pool2/3x3_s2_pool2/3x3_s2_0_split
I1115 19:27:16.114441 492608 net.cpp:406] pool2/3x3_s2_pool2/3x3_s2_0_split <- pool2/3x3_s2
I1115 19:27:16.114441 492608 net.cpp:380] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_0
I1115 19:27:16.114441 492608 net.cpp:380] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_1
I1115 19:27:16.114441 492608 net.cpp:380] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_2
I1115 19:27:16.702474 492608 net.cpp:380] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_3
I1115 19:27:16.702474 492608 net.cpp:122] Setting up pool2/3x3_s2_pool2/3x3_s2_0_split
I1115 19:27:16.702474 492608 net.cpp:129] Top shape: 10 192 28 28 (1505280)
I1115 19:27:16.702474 492608 net.cpp:129] Top shape: 10 192 28 28 (1505280)
I1115 19:27:16.702474 492608 net.cpp:129] Top shape: 10 192 28 28 (1505280)
I1115 19:27:16.702474 492608 net.cpp:129] Top shape: 10 192 28 28 (1505280)
I1115 19:27:16.702474 492608 net.cpp:137] Memory required for data: 204718080
I1115 19:27:16.702474 492608 layer_factory.cpp:58] Creating layer inception_3a/1x1
I1115 19:27:16.702474 492608 net.cpp:84] Creating Layer inception_3a/1x1
I1115 19:27:16.702474 492608 net.cpp:406] inception_3a/1x1 <- pool2/3x3_s2_pool2/3x3_s2_0_split_0
I1115 19:27:16.702474 492608 net.cpp:380] inception_3a/1x1 -> inception_3a/1x1
I1115 19:27:16.704475 492608 net.cpp:122] Setting up inception_3a/1x1
I1115 19:27:16.704475 492608 net.cpp:129] Top shape: 10 64 28 28 (501760)
I1115 19:27:16.704475 492608 net.cpp:137] Memory required for data: 206725120
I1115 19:27:16.704475 492608 layer_factory.cpp:58] Creating layer inception_3a/relu_1x1
I1115 19:27:16.704475 492608 net.cpp:84] Creating Layer inception_3a/relu_1x1
I1115 19:27:16.704475 492608 net.cpp:406] inception_3a/relu_1x1 <- inception_3a/1x1
I1115 19:27:16.704475 492608 net.cpp:367] inception_3a/relu_1x1 -> inception_3a/1x1 (in-place)
I1115 19:27:16.704475 492608 net.cpp:122] Setting up inception_3a/relu_1x1
I1115 19:27:16.704475 492608 net.cpp:129] Top shape: 10 64 28 28 (501760)
I1115 19:27:16.704475 492608 net.cpp:137] Memory required for data: 208732160
I1115 19:27:16.704475 492608 layer_factory.cpp:58] Creating layer inception_3a/3x3_reduce
I1115 19:27:16.704475 492608 net.cpp:84] Creating Layer inception_3a/3x3_reduce
I1115 19:27:16.704475 492608 net.cpp:406] inception_3a/3x3_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_1
I1115 19:27:16.704475 492608 net.cpp:380] inception_3a/3x3_reduce -> inception_3a/3x3_reduce
I1115 19:27:16.706475 492608 net.cpp:122] Setting up inception_3a/3x3_reduce
I1115 19:27:16.706475 492608 net.cpp:129] Top shape: 10 96 28 28 (752640)
I1115 19:27:16.706475 492608 net.cpp:137] Memory required for data: 211742720
I1115 19:27:16.706475 492608 layer_factory.cpp:58] Creating layer inception_3a/relu_3x3_reduce
I1115 19:27:16.706475 492608 net.cpp:84] Creating Layer inception_3a/relu_3x3_reduce
I1115 19:27:16.706475 492608 net.cpp:406] inception_3a/relu_3x3_reduce <- inception_3a/3x3_reduce
I1115 19:27:16.706475 492608 net.cpp:367] inception_3a/relu_3x3_reduce -> inception_3a/3x3_reduce (in-place)
I1115 19:27:16.706475 492608 net.cpp:122] Setting up inception_3a/relu_3x3_reduce
I1115 19:27:16.706475 492608 net.cpp:129] Top shape: 10 96 28 28 (752640)
I1115 19:27:16.706475 492608 net.cpp:137] Memory required for data: 214753280
I1115 19:27:16.706475 492608 layer_factory.cpp:58] Creating layer inception_3a/3x3
I1115 19:27:16.706475 492608 net.cpp:84] Creating Layer inception_3a/3x3
I1115 19:27:16.706475 492608 net.cpp:406] inception_3a/3x3 <- inception_3a/3x3_reduce
I1115 19:27:16.706475 492608 net.cpp:380] inception_3a/3x3 -> inception_3a/3x3
I1115 19:27:16.708475 492608 net.cpp:122] Setting up inception_3a/3x3
I1115 19:27:16.708475 492608 net.cpp:129] Top shape: 10 128 28 28 (1003520)
I1115 19:27:16.708475 492608 net.cpp:137] Memory required for data: 218767360
I1115 19:27:16.708475 492608 layer_factory.cpp:58] Creating layer inception_3a/relu_3x3
I1115 19:27:16.708475 492608 net.cpp:84] Creating Layer inception_3a/relu_3x3
I1115 19:27:16.708475 492608 net.cpp:406] inception_3a/relu_3x3 <- inception_3a/3x3
I1115 19:27:16.708475 492608 net.cpp:367] inception_3a/relu_3x3 -> inception_3a/3x3 (in-place)
I1115 19:27:16.708475 492608 net.cpp:122] Setting up inception_3a/relu_3x3
I1115 19:27:16.708475 492608 net.cpp:129] Top shape: 10 128 28 28 (1003520)
I1115 19:27:16.708475 492608 net.cpp:137] Memory required for data: 222781440
I1115 19:27:16.708475 492608 layer_factory.cpp:58] Creating layer inception_3a/5x5_reduce
I1115 19:27:16.708475 492608 net.cpp:84] Creating Layer inception_3a/5x5_reduce
I1115 19:27:16.708475 492608 net.cpp:406] inception_3a/5x5_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_2
I1115 19:27:16.708475 492608 net.cpp:380] inception_3a/5x5_reduce -> inception_3a/5x5_reduce
I1115 19:27:16.709475 492608 net.cpp:122] Setting up inception_3a/5x5_reduce
I1115 19:27:16.709475 492608 net.cpp:129] Top shape: 10 16 28 28 (125440)
I1115 19:27:16.709475 492608 net.cpp:137] Memory required for data: 223283200
I1115 19:27:16.709475 492608 layer_factory.cpp:58] Creating layer inception_3a/relu_5x5_reduce
I1115 19:27:16.709475 492608 net.cpp:84] Creating Layer inception_3a/relu_5x5_reduce
I1115 19:27:16.709475 492608 net.cpp:406] inception_3a/relu_5x5_reduce <- inception_3a/5x5_reduce
I1115 19:27:16.709475 492608 net.cpp:367] inception_3a/relu_5x5_reduce -> inception_3a/5x5_reduce (in-place)
I1115 19:27:16.709475 492608 net.cpp:122] Setting up inception_3a/relu_5x5_reduce
I1115 19:27:16.709475 492608 net.cpp:129] Top shape: 10 16 28 28 (125440)
I1115 19:27:16.709475 492608 net.cpp:137] Memory required for data: 223784960
I1115 19:27:16.709475 492608 layer_factory.cpp:58] Creating layer inception_3a/5x5
I1115 19:27:16.709475 492608 net.cpp:84] Creating Layer inception_3a/5x5
I1115 19:27:16.709475 492608 net.cpp:406] inception_3a/5x5 <- inception_3a/5x5_reduce
I1115 19:27:16.709475 492608 net.cpp:380] inception_3a/5x5 -> inception_3a/5x5
I1115 19:27:16.709475 492608 net.cpp:122] Setting up inception_3a/5x5
I1115 19:27:16.709475 492608 net.cpp:129] Top shape: 10 32 28 28 (250880)
I1115 19:27:16.709475 492608 net.cpp:137] Memory required for data: 224788480
I1115 19:27:16.709475 492608 layer_factory.cpp:58] Creating layer inception_3a/relu_5x5
I1115 19:27:16.709475 492608 net.cpp:84] Creating Layer inception_3a/relu_5x5
I1115 19:27:16.709475 492608 net.cpp:406] inception_3a/relu_5x5 <- inception_3a/5x5
I1115 19:27:16.709475 492608 net.cpp:367] inception_3a/relu_5x5 -> inception_3a/5x5 (in-place)
I1115 19:27:16.709475 492608 net.cpp:122] Setting up inception_3a/relu_5x5
I1115 19:27:16.710475 492608 net.cpp:129] Top shape: 10 32 28 28 (250880)
I1115 19:27:16.710475 492608 net.cpp:137] Memory required for data: 225792000
I1115 19:27:16.710475 492608 layer_factory.cpp:58] Creating layer inception_3a/pool
I1115 19:27:16.710475 492608 net.cpp:84] Creating Layer inception_3a/pool
I1115 19:27:16.710475 492608 net.cpp:406] inception_3a/pool <- pool2/3x3_s2_pool2/3x3_s2_0_split_3
I1115 19:27:16.710475 492608 net.cpp:380] inception_3a/pool -> inception_3a/pool
I1115 19:27:16.710475 492608 net.cpp:122] Setting up inception_3a/pool
I1115 19:27:16.710475 492608 net.cpp:129] Top shape: 10 192 28 28 (1505280)
I1115 19:27:16.710475 492608 net.cpp:137] Memory required for data: 231813120
I1115 19:27:16.710475 492608 layer_factory.cpp:58] Creating layer inception_3a/pool_proj
I1115 19:27:16.710475 492608 net.cpp:84] Creating Layer inception_3a/pool_proj
I1115 19:27:16.710475 492608 net.cpp:406] inception_3a/pool_proj <- inception_3a/pool
I1115 19:27:16.710475 492608 net.cpp:380] inception_3a/pool_proj -> inception_3a/pool_proj
I1115 19:27:16.710475 492608 net.cpp:122] Setting up inception_3a/pool_proj
I1115 19:27:16.710475 492608 net.cpp:129] Top shape: 10 32 28 28 (250880)
I1115 19:27:16.710475 492608 net.cpp:137] Memory required for data: 232816640
I1115 19:27:16.710475 492608 layer_factory.cpp:58] Creating layer inception_3a/relu_pool_proj
I1115 19:27:16.710475 492608 net.cpp:84] Creating Layer inception_3a/relu_pool_proj
I1115 19:27:16.710475 492608 net.cpp:406] inception_3a/relu_pool_proj <- inception_3a/pool_proj
I1115 19:27:16.710475 492608 net.cpp:367] inception_3a/relu_pool_proj -> inception_3a/pool_proj (in-place)
I1115 19:27:16.710475 492608 net.cpp:122] Setting up inception_3a/relu_pool_proj
I1115 19:27:16.710475 492608 net.cpp:129] Top shape: 10 32 28 28 (250880)
I1115 19:27:16.710475 492608 net.cpp:137] Memory required for data: 233820160
I1115 19:27:16.710475 492608 layer_factory.cpp:58] Creating layer inception_3a/output
I1115 19:27:17.024493 492608 net.cpp:84] Creating Layer inception_3a/output
I1115 19:27:17.024493 492608 net.cpp:406] inception_3a/output <- inception_3a/1x1
I1115 19:27:17.024493 492608 net.cpp:406] inception_3a/output <- inception_3a/3x3
I1115 19:27:17.024493 492608 net.cpp:406] inception_3a/output <- inception_3a/5x5
I1115 19:27:17.024493 492608 net.cpp:406] inception_3a/output <- inception_3a/pool_proj
I1115 19:27:17.024493 492608 net.cpp:380] inception_3a/output -> inception_3a/output
I1115 19:27:17.024493 492608 net.cpp:122] Setting up inception_3a/output
I1115 19:27:17.024493 492608 net.cpp:129] Top shape: 10 256 28 28 (2007040)
I1115 19:27:17.024493 492608 net.cpp:137] Memory required for data: 241848320
I1115 19:27:17.024493 492608 layer_factory.cpp:58] Creating layer inception_3a/output_inception_3a/output_0_split
I1115 19:27:17.024493 492608 net.cpp:84] Creating Layer inception_3a/output_inception_3a/output_0_split
I1115 19:27:17.024493 492608 net.cpp:406] inception_3a/output_inception_3a/output_0_split <- inception_3a/output
I1115 19:27:17.024493 492608 net.cpp:380] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_0
I1115 19:27:17.024493 492608 net.cpp:380] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_1
I1115 19:27:17.024493 492608 net.cpp:380] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_2
I1115 19:27:17.024493 492608 net.cpp:380] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_3
I1115 19:27:17.025493 492608 net.cpp:122] Setting up inception_3a/output_inception_3a/output_0_split
I1115 19:27:17.025493 492608 net.cpp:129] Top shape: 10 256 28 28 (2007040)
I1115 19:27:17.025493 492608 net.cpp:129] Top shape: 10 256 28 28 (2007040)
I1115 19:27:17.025493 492608 net.cpp:129] Top shape: 10 256 28 28 (2007040)
I1115 19:27:17.025493 492608 net.cpp:129] Top shape: 10 256 28 28 (2007040)
I1115 19:27:17.025493 492608 net.cpp:137] Memory required for data: 273960960
I1115 19:27:17.025493 492608 layer_factory.cpp:58] Creating layer inception_3b/1x1
I1115 19:27:17.025493 492608 net.cpp:84] Creating Layer inception_3b/1x1
I1115 19:27:17.025493 492608 net.cpp:406] inception_3b/1x1 <- inception_3a/output_inception_3a/output_0_split_0
I1115 19:27:17.025493 492608 net.cpp:380] inception_3b/1x1 -> inception_3b/1x1
I1115 19:27:17.026494 492608 net.cpp:122] Setting up inception_3b/1x1
I1115 19:27:17.026494 492608 net.cpp:129] Top shape: 10 128 28 28 (1003520)
I1115 19:27:17.026494 492608 net.cpp:137] Memory required for data: 277975040
I1115 19:27:17.026494 492608 layer_factory.cpp:58] Creating layer inception_3b/relu_1x1
I1115 19:27:17.026494 492608 net.cpp:84] Creating Layer inception_3b/relu_1x1
I1115 19:27:17.026494 492608 net.cpp:406] inception_3b/relu_1x1 <- inception_3b/1x1
I1115 19:27:17.026494 492608 net.cpp:367] inception_3b/relu_1x1 -> inception_3b/1x1 (in-place)
I1115 19:27:17.026494 492608 net.cpp:122] Setting up inception_3b/relu_1x1
I1115 19:27:17.026494 492608 net.cpp:129] Top shape: 10 128 28 28 (1003520)
I1115 19:27:17.026494 492608 net.cpp:137] Memory required for data: 281989120
I1115 19:27:17.026494 492608 layer_factory.cpp:58] Creating layer inception_3b/3x3_reduce
I1115 19:27:17.026494 492608 net.cpp:84] Creating Layer inception_3b/3x3_reduce
I1115 19:27:17.026494 492608 net.cpp:406] inception_3b/3x3_reduce <- inception_3a/output_inception_3a/output_0_split_1
I1115 19:27:17.026494 492608 net.cpp:380] inception_3b/3x3_reduce -> inception_3b/3x3_reduce
I1115 19:27:17.027493 492608 net.cpp:122] Setting up inception_3b/3x3_reduce
I1115 19:27:17.027493 492608 net.cpp:129] Top shape: 10 128 28 28 (1003520)
I1115 19:27:17.027493 492608 net.cpp:137] Memory required for data: 286003200
I1115 19:27:17.027493 492608 layer_factory.cpp:58] Creating layer inception_3b/relu_3x3_reduce
I1115 19:27:17.027493 492608 net.cpp:84] Creating Layer inception_3b/relu_3x3_reduce
I1115 19:27:17.027493 492608 net.cpp:406] inception_3b/relu_3x3_reduce <- inception_3b/3x3_reduce
I1115 19:27:17.027493 492608 net.cpp:367] inception_3b/relu_3x3_reduce -> inception_3b/3x3_reduce (in-place)
I1115 19:27:17.027493 492608 net.cpp:122] Setting up inception_3b/relu_3x3_reduce
I1115 19:27:17.027493 492608 net.cpp:129] Top shape: 10 128 28 28 (1003520)
I1115 19:27:17.027493 492608 net.cpp:137] Memory required for data: 290017280
I1115 19:27:17.027493 492608 layer_factory.cpp:58] Creating layer inception_3b/3x3
I1115 19:27:17.027493 492608 net.cpp:84] Creating Layer inception_3b/3x3
I1115 19:27:17.027493 492608 net.cpp:406] inception_3b/3x3 <- inception_3b/3x3_reduce
I1115 19:27:17.027493 492608 net.cpp:380] inception_3b/3x3 -> inception_3b/3x3
I1115 19:27:17.031493 492608 net.cpp:122] Setting up inception_3b/3x3
I1115 19:27:17.031493 492608 net.cpp:129] Top shape: 10 192 28 28 (1505280)
I1115 19:27:17.031493 492608 net.cpp:137] Memory required for data: 296038400
I1115 19:27:17.032493 492608 layer_factory.cpp:58] Creating layer inception_3b/relu_3x3
I1115 19:27:17.032493 492608 net.cpp:84] Creating Layer inception_3b/relu_3x3
I1115 19:27:17.032493 492608 net.cpp:406] inception_3b/relu_3x3 <- inception_3b/3x3
I1115 19:27:17.032493 492608 net.cpp:367] inception_3b/relu_3x3 -> inception_3b/3x3 (in-place)
I1115 19:27:17.032493 492608 net.cpp:122] Setting up inception_3b/relu_3x3
I1115 19:27:17.032493 492608 net.cpp:129] Top shape: 10 192 28 28 (1505280)
I1115 19:27:17.032493 492608 net.cpp:137] Memory required for data: 302059520
I1115 19:27:17.032493 492608 layer_factory.cpp:58] Creating layer inception_3b/5x5_reduce
I1115 19:27:17.032493 492608 net.cpp:84] Creating Layer inception_3b/5x5_reduce
I1115 19:27:17.032493 492608 net.cpp:406] inception_3b/5x5_reduce <- inception_3a/output_inception_3a/output_0_split_2
I1115 19:27:17.032493 492608 net.cpp:380] inception_3b/5x5_reduce -> inception_3b/5x5_reduce
I1115 19:27:17.032493 492608 net.cpp:122] Setting up inception_3b/5x5_reduce
I1115 19:27:17.032493 492608 net.cpp:129] Top shape: 10 32 28 28 (250880)
I1115 19:27:17.032493 492608 net.cpp:137] Memory required for data: 303063040
I1115 19:27:17.032493 492608 layer_factory.cpp:58] Creating layer inception_3b/relu_5x5_reduce
I1115 19:27:17.032493 492608 net.cpp:84] Creating Layer inception_3b/relu_5x5_reduce
I1115 19:27:17.032493 492608 net.cpp:406] inception_3b/relu_5x5_reduce <- inception_3b/5x5_reduce
I1115 19:27:17.032493 492608 net.cpp:367] inception_3b/relu_5x5_reduce -> inception_3b/5x5_reduce (in-place)
I1115 19:27:17.032493 492608 net.cpp:122] Setting up inception_3b/relu_5x5_reduce
I1115 19:27:17.032493 492608 net.cpp:129] Top shape: 10 32 28 28 (250880)
I1115 19:27:17.032493 492608 net.cpp:137] Memory required for data: 304066560
I1115 19:27:17.032493 492608 layer_factory.cpp:58] Creating layer inception_3b/5x5
I1115 19:27:17.032493 492608 net.cpp:84] Creating Layer inception_3b/5x5
I1115 19:27:17.032493 492608 net.cpp:406] inception_3b/5x5 <- inception_3b/5x5_reduce
I1115 19:27:17.032493 492608 net.cpp:380] inception_3b/5x5 -> inception_3b/5x5
I1115 19:27:17.035495 492608 net.cpp:122] Setting up inception_3b/5x5
I1115 19:27:17.035495 492608 net.cpp:129] Top shape: 10 96 28 28 (752640)
I1115 19:27:17.035495 492608 net.cpp:137] Memory required for data: 307077120
I1115 19:27:17.035495 492608 layer_factory.cpp:58] Creating layer inception_3b/relu_5x5
I1115 19:27:17.035495 492608 net.cpp:84] Creating Layer inception_3b/relu_5x5
I1115 19:27:17.035495 492608 net.cpp:406] inception_3b/relu_5x5 <- inception_3b/5x5
I1115 19:27:17.035495 492608 net.cpp:367] inception_3b/relu_5x5 -> inception_3b/5x5 (in-place)
I1115 19:27:17.035495 492608 net.cpp:122] Setting up inception_3b/relu_5x5
I1115 19:27:17.035495 492608 net.cpp:129] Top shape: 10 96 28 28 (752640)
I1115 19:27:17.035495 492608 net.cpp:137] Memory required for data: 310087680
I1115 19:27:17.035495 492608 layer_factory.cpp:58] Creating layer inception_3b/pool
I1115 19:27:17.035495 492608 net.cpp:84] Creating Layer inception_3b/pool
I1115 19:27:17.035495 492608 net.cpp:406] inception_3b/pool <- inception_3a/output_inception_3a/output_0_split_3
I1115 19:27:17.200503 492608 net.cpp:380] inception_3b/pool -> inception_3b/pool
I1115 19:27:17.200503 492608 net.cpp:122] Setting up inception_3b/pool
I1115 19:27:17.200503 492608 net.cpp:129] Top shape: 10 256 28 28 (2007040)
I1115 19:27:17.200503 492608 net.cpp:137] Memory required for data: 318115840
I1115 19:27:17.200503 492608 layer_factory.cpp:58] Creating layer inception_3b/pool_proj
I1115 19:27:17.200503 492608 net.cpp:84] Creating Layer inception_3b/pool_proj
I1115 19:27:17.200503 492608 net.cpp:406] inception_3b/pool_proj <- inception_3b/pool
I1115 19:27:17.200503 492608 net.cpp:380] inception_3b/pool_proj -> inception_3b/pool_proj
I1115 19:27:17.201503 492608 net.cpp:122] Setting up inception_3b/pool_proj
I1115 19:27:17.201503 492608 net.cpp:129] Top shape: 10 64 28 28 (501760)
I1115 19:27:17.201503 492608 net.cpp:137] Memory required for data: 320122880
I1115 19:27:17.201503 492608 layer_factory.cpp:58] Creating layer inception_3b/relu_pool_proj
I1115 19:27:17.201503 492608 net.cpp:84] Creating Layer inception_3b/relu_pool_proj
I1115 19:27:17.201503 492608 net.cpp:406] inception_3b/relu_pool_proj <- inception_3b/pool_proj
I1115 19:27:17.201503 492608 net.cpp:367] inception_3b/relu_pool_proj -> inception_3b/pool_proj (in-place)
I1115 19:27:17.201503 492608 net.cpp:122] Setting up inception_3b/relu_pool_proj
I1115 19:27:17.201503 492608 net.cpp:129] Top shape: 10 64 28 28 (501760)
I1115 19:27:17.201503 492608 net.cpp:137] Memory required for data: 322129920
I1115 19:27:17.201503 492608 layer_factory.cpp:58] Creating layer inception_3b/output
I1115 19:27:17.201503 492608 net.cpp:84] Creating Layer inception_3b/output
I1115 19:27:17.201503 492608 net.cpp:406] inception_3b/output <- inception_3b/1x1
I1115 19:27:17.201503 492608 net.cpp:406] inception_3b/output <- inception_3b/3x3
I1115 19:27:17.201503 492608 net.cpp:406] inception_3b/output <- inception_3b/5x5
I1115 19:27:17.201503 492608 net.cpp:406] inception_3b/output <- inception_3b/pool_proj
I1115 19:27:17.201503 492608 net.cpp:380] inception_3b/output -> inception_3b/output
I1115 19:27:17.201503 492608 net.cpp:122] Setting up inception_3b/output
I1115 19:27:17.201503 492608 net.cpp:129] Top shape: 10 480 28 28 (3763200)
I1115 19:27:17.201503 492608 net.cpp:137] Memory required for data: 337182720
I1115 19:27:17.201503 492608 layer_factory.cpp:58] Creating layer pool3/3x3_s2
I1115 19:27:17.201503 492608 net.cpp:84] Creating Layer pool3/3x3_s2
I1115 19:27:17.201503 492608 net.cpp:406] pool3/3x3_s2 <- inception_3b/output
I1115 19:27:17.201503 492608 net.cpp:380] pool3/3x3_s2 -> pool3/3x3_s2
I1115 19:27:17.201503 492608 net.cpp:122] Setting up pool3/3x3_s2
I1115 19:27:17.201503 492608 net.cpp:129] Top shape: 10 480 14 14 (940800)
I1115 19:27:17.201503 492608 net.cpp:137] Memory required for data: 340945920
I1115 19:27:17.201503 492608 layer_factory.cpp:58] Creating layer pool3/3x3_s2_pool3/3x3_s2_0_split
I1115 19:27:17.201503 492608 net.cpp:84] Creating Layer pool3/3x3_s2_pool3/3x3_s2_0_split
I1115 19:27:17.201503 492608 net.cpp:406] pool3/3x3_s2_pool3/3x3_s2_0_split <- pool3/3x3_s2
I1115 19:27:17.201503 492608 net.cpp:380] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_0
I1115 19:27:17.201503 492608 net.cpp:380] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_1
I1115 19:27:17.201503 492608 net.cpp:380] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_2
I1115 19:27:17.201503 492608 net.cpp:380] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_3
I1115 19:27:17.201503 492608 net.cpp:122] Setting up pool3/3x3_s2_pool3/3x3_s2_0_split
I1115 19:27:17.201503 492608 net.cpp:129] Top shape: 10 480 14 14 (940800)
I1115 19:27:17.201503 492608 net.cpp:129] Top shape: 10 480 14 14 (940800)
I1115 19:27:17.201503 492608 net.cpp:129] Top shape: 10 480 14 14 (940800)
I1115 19:27:17.201503 492608 net.cpp:129] Top shape: 10 480 14 14 (940800)
I1115 19:27:17.201503 492608 net.cpp:137] Memory required for data: 355998720
I1115 19:27:17.201503 492608 layer_factory.cpp:58] Creating layer inception_4a/1x1
I1115 19:27:17.201503 492608 net.cpp:84] Creating Layer inception_4a/1x1
I1115 19:27:17.201503 492608 net.cpp:406] inception_4a/1x1 <- pool3/3x3_s2_pool3/3x3_s2_0_split_0
I1115 19:27:17.201503 492608 net.cpp:380] inception_4a/1x1 -> inception_4a/1x1
I1115 19:27:17.203503 492608 net.cpp:122] Setting up inception_4a/1x1
I1115 19:27:17.203503 492608 net.cpp:129] Top shape: 10 192 14 14 (376320)
I1115 19:27:17.203503 492608 net.cpp:137] Memory required for data: 357504000
I1115 19:27:17.203503 492608 layer_factory.cpp:58] Creating layer inception_4a/relu_1x1
I1115 19:27:17.203503 492608 net.cpp:84] Creating Layer inception_4a/relu_1x1
I1115 19:27:17.203503 492608 net.cpp:406] inception_4a/relu_1x1 <- inception_4a/1x1
I1115 19:27:17.203503 492608 net.cpp:367] inception_4a/relu_1x1 -> inception_4a/1x1 (in-place)
I1115 19:27:17.203503 492608 net.cpp:122] Setting up inception_4a/relu_1x1
I1115 19:27:17.203503 492608 net.cpp:129] Top shape: 10 192 14 14 (376320)
I1115 19:27:17.203503 492608 net.cpp:137] Memory required for data: 359009280
I1115 19:27:17.203503 492608 layer_factory.cpp:58] Creating layer inception_4a/3x3_reduce
I1115 19:27:17.203503 492608 net.cpp:84] Creating Layer inception_4a/3x3_reduce
I1115 19:27:17.203503 492608 net.cpp:406] inception_4a/3x3_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_1
I1115 19:27:17.203503 492608 net.cpp:380] inception_4a/3x3_reduce -> inception_4a/3x3_reduce
I1115 19:27:17.204504 492608 net.cpp:122] Setting up inception_4a/3x3_reduce
I1115 19:27:17.204504 492608 net.cpp:129] Top shape: 10 96 14 14 (188160)
I1115 19:27:17.204504 492608 net.cpp:137] Memory required for data: 359761920
I1115 19:27:17.204504 492608 layer_factory.cpp:58] Creating layer inception_4a/relu_3x3_reduce
I1115 19:27:17.204504 492608 net.cpp:84] Creating Layer inception_4a/relu_3x3_reduce
I1115 19:27:17.204504 492608 net.cpp:406] inception_4a/relu_3x3_reduce <- inception_4a/3x3_reduce
I1115 19:27:17.204504 492608 net.cpp:367] inception_4a/relu_3x3_reduce -> inception_4a/3x3_reduce (in-place)
I1115 19:27:17.204504 492608 net.cpp:122] Setting up inception_4a/relu_3x3_reduce
I1115 19:27:17.204504 492608 net.cpp:129] Top shape: 10 96 14 14 (188160)
I1115 19:27:17.204504 492608 net.cpp:137] Memory required for data: 360514560
I1115 19:27:17.204504 492608 layer_factory.cpp:58] Creating layer inception_4a/3x3
I1115 19:27:17.204504 492608 net.cpp:84] Creating Layer inception_4a/3x3
I1115 19:27:17.204504 492608 net.cpp:406] inception_4a/3x3 <- inception_4a/3x3_reduce
I1115 19:27:17.204504 492608 net.cpp:380] inception_4a/3x3 -> inception_4a/3x3
I1115 19:27:17.208503 492608 net.cpp:122] Setting up inception_4a/3x3
I1115 19:27:17.208503 492608 net.cpp:129] Top shape: 10 208 14 14 (407680)
I1115 19:27:17.208503 492608 net.cpp:137] Memory required for data: 362145280
I1115 19:27:17.208503 492608 layer_factory.cpp:58] Creating layer inception_4a/relu_3x3
I1115 19:27:17.208503 492608 net.cpp:84] Creating Layer inception_4a/relu_3x3
I1115 19:27:17.208503 492608 net.cpp:406] inception_4a/relu_3x3 <- inception_4a/3x3
I1115 19:27:17.208503 492608 net.cpp:367] inception_4a/relu_3x3 -> inception_4a/3x3 (in-place)
I1115 19:27:17.208503 492608 net.cpp:122] Setting up inception_4a/relu_3x3
I1115 19:27:17.208503 492608 net.cpp:129] Top shape: 10 208 14 14 (407680)
I1115 19:27:17.208503 492608 net.cpp:137] Memory required for data: 363776000
I1115 19:27:17.208503 492608 layer_factory.cpp:58] Creating layer inception_4a/5x5_reduce
I1115 19:27:17.208503 492608 net.cpp:84] Creating Layer inception_4a/5x5_reduce
I1115 19:27:17.208503 492608 net.cpp:406] inception_4a/5x5_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_2
I1115 19:27:17.208503 492608 net.cpp:380] inception_4a/5x5_reduce -> inception_4a/5x5_reduce
I1115 19:27:17.209503 492608 net.cpp:122] Setting up inception_4a/5x5_reduce
I1115 19:27:17.209503 492608 net.cpp:129] Top shape: 10 16 14 14 (31360)
I1115 19:27:17.209503 492608 net.cpp:137] Memory required for data: 363901440
I1115 19:27:17.209503 492608 layer_factory.cpp:58] Creating layer inception_4a/relu_5x5_reduce
I1115 19:27:17.366513 492608 net.cpp:84] Creating Layer inception_4a/relu_5x5_reduce
I1115 19:27:17.366513 492608 net.cpp:406] inception_4a/relu_5x5_reduce <- inception_4a/5x5_reduce
I1115 19:27:17.366513 492608 net.cpp:367] inception_4a/relu_5x5_reduce -> inception_4a/5x5_reduce (in-place)
I1115 19:27:17.366513 492608 net.cpp:122] Setting up inception_4a/relu_5x5_reduce
I1115 19:27:17.366513 492608 net.cpp:129] Top shape: 10 16 14 14 (31360)
I1115 19:27:17.366513 492608 net.cpp:137] Memory required for data: 364026880
I1115 19:27:17.366513 492608 layer_factory.cpp:58] Creating layer inception_4a/5x5
I1115 19:27:17.366513 492608 net.cpp:84] Creating Layer inception_4a/5x5
I1115 19:27:17.366513 492608 net.cpp:406] inception_4a/5x5 <- inception_4a/5x5_reduce
I1115 19:27:17.366513 492608 net.cpp:380] inception_4a/5x5 -> inception_4a/5x5
I1115 19:27:17.367513 492608 net.cpp:122] Setting up inception_4a/5x5
I1115 19:27:17.367513 492608 net.cpp:129] Top shape: 10 48 14 14 (94080)
I1115 19:27:17.367513 492608 net.cpp:137] Memory required for data: 364403200
I1115 19:27:17.367513 492608 layer_factory.cpp:58] Creating layer inception_4a/relu_5x5
I1115 19:27:17.367513 492608 net.cpp:84] Creating Layer inception_4a/relu_5x5
I1115 19:27:17.367513 492608 net.cpp:406] inception_4a/relu_5x5 <- inception_4a/5x5
I1115 19:27:17.367513 492608 net.cpp:367] inception_4a/relu_5x5 -> inception_4a/5x5 (in-place)
I1115 19:27:17.367513 492608 net.cpp:122] Setting up inception_4a/relu_5x5
I1115 19:27:17.367513 492608 net.cpp:129] Top shape: 10 48 14 14 (94080)
I1115 19:27:17.367513 492608 net.cpp:137] Memory required for data: 364779520
I1115 19:27:17.367513 492608 layer_factory.cpp:58] Creating layer inception_4a/pool
I1115 19:27:17.367513 492608 net.cpp:84] Creating Layer inception_4a/pool
I1115 19:27:17.367513 492608 net.cpp:406] inception_4a/pool <- pool3/3x3_s2_pool3/3x3_s2_0_split_3
I1115 19:27:17.367513 492608 net.cpp:380] inception_4a/pool -> inception_4a/pool
I1115 19:27:17.367513 492608 net.cpp:122] Setting up inception_4a/pool
I1115 19:27:17.367513 492608 net.cpp:129] Top shape: 10 480 14 14 (940800)
I1115 19:27:17.367513 492608 net.cpp:137] Memory required for data: 368542720
I1115 19:27:17.367513 492608 layer_factory.cpp:58] Creating layer inception_4a/pool_proj
I1115 19:27:17.367513 492608 net.cpp:84] Creating Layer inception_4a/pool_proj
I1115 19:27:17.367513 492608 net.cpp:406] inception_4a/pool_proj <- inception_4a/pool
I1115 19:27:17.367513 492608 net.cpp:380] inception_4a/pool_proj -> inception_4a/pool_proj
I1115 19:27:17.368513 492608 net.cpp:122] Setting up inception_4a/pool_proj
I1115 19:27:17.368513 492608 net.cpp:129] Top shape: 10 64 14 14 (125440)
I1115 19:27:17.368513 492608 net.cpp:137] Memory required for data: 369044480
I1115 19:27:17.368513 492608 layer_factory.cpp:58] Creating layer inception_4a/relu_pool_proj
I1115 19:27:17.368513 492608 net.cpp:84] Creating Layer inception_4a/relu_pool_proj
I1115 19:27:17.368513 492608 net.cpp:406] inception_4a/relu_pool_proj <- inception_4a/pool_proj
I1115 19:27:17.368513 492608 net.cpp:367] inception_4a/relu_pool_proj -> inception_4a/pool_proj (in-place)
I1115 19:27:17.368513 492608 net.cpp:122] Setting up inception_4a/relu_pool_proj
I1115 19:27:17.368513 492608 net.cpp:129] Top shape: 10 64 14 14 (125440)
I1115 19:27:17.368513 492608 net.cpp:137] Memory required for data: 369546240
I1115 19:27:17.368513 492608 layer_factory.cpp:58] Creating layer inception_4a/output
I1115 19:27:17.368513 492608 net.cpp:84] Creating Layer inception_4a/output
I1115 19:27:17.368513 492608 net.cpp:406] inception_4a/output <- inception_4a/1x1
I1115 19:27:17.368513 492608 net.cpp:406] inception_4a/output <- inception_4a/3x3
I1115 19:27:17.368513 492608 net.cpp:406] inception_4a/output <- inception_4a/5x5
I1115 19:27:17.368513 492608 net.cpp:406] inception_4a/output <- inception_4a/pool_proj
I1115 19:27:17.368513 492608 net.cpp:380] inception_4a/output -> inception_4a/output
I1115 19:27:17.368513 492608 net.cpp:122] Setting up inception_4a/output
I1115 19:27:17.368513 492608 net.cpp:129] Top shape: 10 512 14 14 (1003520)
I1115 19:27:17.368513 492608 net.cpp:137] Memory required for data: 373560320
I1115 19:27:17.368513 492608 layer_factory.cpp:58] Creating layer inception_4a/output_inception_4a/output_0_split
I1115 19:27:17.368513 492608 net.cpp:84] Creating Layer inception_4a/output_inception_4a/output_0_split
I1115 19:27:17.368513 492608 net.cpp:406] inception_4a/output_inception_4a/output_0_split <- inception_4a/output
I1115 19:27:17.368513 492608 net.cpp:380] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_0
I1115 19:27:17.368513 492608 net.cpp:380] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_1
I1115 19:27:17.368513 492608 net.cpp:380] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_2
I1115 19:27:17.368513 492608 net.cpp:380] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_3
I1115 19:27:17.368513 492608 net.cpp:122] Setting up inception_4a/output_inception_4a/output_0_split
I1115 19:27:17.368513 492608 net.cpp:129] Top shape: 10 512 14 14 (1003520)
I1115 19:27:17.368513 492608 net.cpp:129] Top shape: 10 512 14 14 (1003520)
I1115 19:27:17.368513 492608 net.cpp:129] Top shape: 10 512 14 14 (1003520)
I1115 19:27:17.368513 492608 net.cpp:129] Top shape: 10 512 14 14 (1003520)
I1115 19:27:17.368513 492608 net.cpp:137] Memory required for data: 389616640
I1115 19:27:17.368513 492608 layer_factory.cpp:58] Creating layer inception_4b/1x1
I1115 19:27:17.368513 492608 net.cpp:84] Creating Layer inception_4b/1x1
I1115 19:27:17.368513 492608 net.cpp:406] inception_4b/1x1 <- inception_4a/output_inception_4a/output_0_split_0
I1115 19:27:17.368513 492608 net.cpp:380] inception_4b/1x1 -> inception_4b/1x1
I1115 19:27:17.370513 492608 net.cpp:122] Setting up inception_4b/1x1
I1115 19:27:17.370513 492608 net.cpp:129] Top shape: 10 160 14 14 (313600)
I1115 19:27:17.370513 492608 net.cpp:137] Memory required for data: 390871040
I1115 19:27:17.370513 492608 layer_factory.cpp:58] Creating layer inception_4b/relu_1x1
I1115 19:27:17.370513 492608 net.cpp:84] Creating Layer inception_4b/relu_1x1
I1115 19:27:17.370513 492608 net.cpp:406] inception_4b/relu_1x1 <- inception_4b/1x1
I1115 19:27:17.370513 492608 net.cpp:367] inception_4b/relu_1x1 -> inception_4b/1x1 (in-place)
I1115 19:27:17.370513 492608 net.cpp:122] Setting up inception_4b/relu_1x1
I1115 19:27:17.370513 492608 net.cpp:129] Top shape: 10 160 14 14 (313600)
I1115 19:27:17.370513 492608 net.cpp:137] Memory required for data: 392125440
I1115 19:27:17.370513 492608 layer_factory.cpp:58] Creating layer inception_4b/3x3_reduce
I1115 19:27:17.370513 492608 net.cpp:84] Creating Layer inception_4b/3x3_reduce
I1115 19:27:17.370513 492608 net.cpp:406] inception_4b/3x3_reduce <- inception_4a/output_inception_4a/output_0_split_1
I1115 19:27:17.370513 492608 net.cpp:380] inception_4b/3x3_reduce -> inception_4b/3x3_reduce
I1115 19:27:17.371513 492608 net.cpp:122] Setting up inception_4b/3x3_reduce
I1115 19:27:17.371513 492608 net.cpp:129] Top shape: 10 112 14 14 (219520)
I1115 19:27:17.371513 492608 net.cpp:137] Memory required for data: 393003520
I1115 19:27:17.371513 492608 layer_factory.cpp:58] Creating layer inception_4b/relu_3x3_reduce
I1115 19:27:17.371513 492608 net.cpp:84] Creating Layer inception_4b/relu_3x3_reduce
I1115 19:27:17.371513 492608 net.cpp:406] inception_4b/relu_3x3_reduce <- inception_4b/3x3_reduce
I1115 19:27:17.371513 492608 net.cpp:367] inception_4b/relu_3x3_reduce -> inception_4b/3x3_reduce (in-place)
I1115 19:27:17.372514 492608 net.cpp:122] Setting up inception_4b/relu_3x3_reduce
I1115 19:27:17.372514 492608 net.cpp:129] Top shape: 10 112 14 14 (219520)
I1115 19:27:17.372514 492608 net.cpp:137] Memory required for data: 393881600
I1115 19:27:17.372514 492608 layer_factory.cpp:58] Creating layer inception_4b/3x3
I1115 19:27:17.372514 492608 net.cpp:84] Creating Layer inception_4b/3x3
I1115 19:27:17.372514 492608 net.cpp:406] inception_4b/3x3 <- inception_4b/3x3_reduce
I1115 19:27:17.533522 492608 net.cpp:380] inception_4b/3x3 -> inception_4b/3x3
I1115 19:27:17.538522 492608 net.cpp:122] Setting up inception_4b/3x3
I1115 19:27:17.538522 492608 net.cpp:129] Top shape: 10 224 14 14 (439040)
I1115 19:27:17.538522 492608 net.cpp:137] Memory required for data: 395637760
I1115 19:27:17.538522 492608 layer_factory.cpp:58] Creating layer inception_4b/relu_3x3
I1115 19:27:17.538522 492608 net.cpp:84] Creating Layer inception_4b/relu_3x3
I1115 19:27:17.538522 492608 net.cpp:406] inception_4b/relu_3x3 <- inception_4b/3x3
I1115 19:27:17.538522 492608 net.cpp:367] inception_4b/relu_3x3 -> inception_4b/3x3 (in-place)
I1115 19:27:17.538522 492608 net.cpp:122] Setting up inception_4b/relu_3x3
I1115 19:27:17.538522 492608 net.cpp:129] Top shape: 10 224 14 14 (439040)
I1115 19:27:17.538522 492608 net.cpp:137] Memory required for data: 397393920
I1115 19:27:17.538522 492608 layer_factory.cpp:58] Creating layer inception_4b/5x5_reduce
I1115 19:27:17.538522 492608 net.cpp:84] Creating Layer inception_4b/5x5_reduce
I1115 19:27:17.538522 492608 net.cpp:406] inception_4b/5x5_reduce <- inception_4a/output_inception_4a/output_0_split_2
I1115 19:27:17.538522 492608 net.cpp:380] inception_4b/5x5_reduce -> inception_4b/5x5_reduce
I1115 19:27:17.539522 492608 net.cpp:122] Setting up inception_4b/5x5_reduce
I1115 19:27:17.539522 492608 net.cpp:129] Top shape: 10 24 14 14 (47040)
I1115 19:27:17.539522 492608 net.cpp:137] Memory required for data: 397582080
I1115 19:27:17.539522 492608 layer_factory.cpp:58] Creating layer inception_4b/relu_5x5_reduce
I1115 19:27:17.539522 492608 net.cpp:84] Creating Layer inception_4b/relu_5x5_reduce
I1115 19:27:17.539522 492608 net.cpp:406] inception_4b/relu_5x5_reduce <- inception_4b/5x5_reduce
I1115 19:27:17.539522 492608 net.cpp:367] inception_4b/relu_5x5_reduce -> inception_4b/5x5_reduce (in-place)
I1115 19:27:17.539522 492608 net.cpp:122] Setting up inception_4b/relu_5x5_reduce
I1115 19:27:17.539522 492608 net.cpp:129] Top shape: 10 24 14 14 (47040)
I1115 19:27:17.539522 492608 net.cpp:137] Memory required for data: 397770240
I1115 19:27:17.539522 492608 layer_factory.cpp:58] Creating layer inception_4b/5x5
I1115 19:27:17.539522 492608 net.cpp:84] Creating Layer inception_4b/5x5
I1115 19:27:17.539522 492608 net.cpp:406] inception_4b/5x5 <- inception_4b/5x5_reduce
I1115 19:27:17.539522 492608 net.cpp:380] inception_4b/5x5 -> inception_4b/5x5
I1115 19:27:17.541522 492608 net.cpp:122] Setting up inception_4b/5x5
I1115 19:27:17.541522 492608 net.cpp:129] Top shape: 10 64 14 14 (125440)
I1115 19:27:17.541522 492608 net.cpp:137] Memory required for data: 398272000
I1115 19:27:17.541522 492608 layer_factory.cpp:58] Creating layer inception_4b/relu_5x5
I1115 19:27:17.541522 492608 net.cpp:84] Creating Layer inception_4b/relu_5x5
I1115 19:27:17.541522 492608 net.cpp:406] inception_4b/relu_5x5 <- inception_4b/5x5
I1115 19:27:17.541522 492608 net.cpp:367] inception_4b/relu_5x5 -> inception_4b/5x5 (in-place)
I1115 19:27:17.541522 492608 net.cpp:122] Setting up inception_4b/relu_5x5
I1115 19:27:17.541522 492608 net.cpp:129] Top shape: 10 64 14 14 (125440)
I1115 19:27:17.541522 492608 net.cpp:137] Memory required for data: 398773760
I1115 19:27:17.541522 492608 layer_factory.cpp:58] Creating layer inception_4b/pool
I1115 19:27:17.541522 492608 net.cpp:84] Creating Layer inception_4b/pool
I1115 19:27:17.541522 492608 net.cpp:406] inception_4b/pool <- inception_4a/output_inception_4a/output_0_split_3
I1115 19:27:17.541522 492608 net.cpp:380] inception_4b/pool -> inception_4b/pool
I1115 19:27:17.541522 492608 net.cpp:122] Setting up inception_4b/pool
I1115 19:27:17.541522 492608 net.cpp:129] Top shape: 10 512 14 14 (1003520)
I1115 19:27:17.541522 492608 net.cpp:137] Memory required for data: 402787840
I1115 19:27:17.541522 492608 layer_factory.cpp:58] Creating layer inception_4b/pool_proj
I1115 19:27:17.541522 492608 net.cpp:84] Creating Layer inception_4b/pool_proj
I1115 19:27:17.541522 492608 net.cpp:406] inception_4b/pool_proj <- inception_4b/pool
I1115 19:27:17.541522 492608 net.cpp:380] inception_4b/pool_proj -> inception_4b/pool_proj
I1115 19:27:17.542523 492608 net.cpp:122] Setting up inception_4b/pool_proj
I1115 19:27:17.542523 492608 net.cpp:129] Top shape: 10 64 14 14 (125440)
I1115 19:27:17.542523 492608 net.cpp:137] Memory required for data: 403289600
I1115 19:27:17.542523 492608 layer_factory.cpp:58] Creating layer inception_4b/relu_pool_proj
I1115 19:27:17.542523 492608 net.cpp:84] Creating Layer inception_4b/relu_pool_proj
I1115 19:27:17.542523 492608 net.cpp:406] inception_4b/relu_pool_proj <- inception_4b/pool_proj
I1115 19:27:17.542523 492608 net.cpp:367] inception_4b/relu_pool_proj -> inception_4b/pool_proj (in-place)
I1115 19:27:17.542523 492608 net.cpp:122] Setting up inception_4b/relu_pool_proj
I1115 19:27:17.542523 492608 net.cpp:129] Top shape: 10 64 14 14 (125440)
I1115 19:27:17.542523 492608 net.cpp:137] Memory required for data: 403791360
I1115 19:27:17.542523 492608 layer_factory.cpp:58] Creating layer inception_4b/output
I1115 19:27:17.542523 492608 net.cpp:84] Creating Layer inception_4b/output
I1115 19:27:17.542523 492608 net.cpp:406] inception_4b/output <- inception_4b/1x1
I1115 19:27:17.542523 492608 net.cpp:406] inception_4b/output <- inception_4b/3x3
I1115 19:27:17.542523 492608 net.cpp:406] inception_4b/output <- inception_4b/5x5
I1115 19:27:17.542523 492608 net.cpp:406] inception_4b/output <- inception_4b/pool_proj
I1115 19:27:17.542523 492608 net.cpp:380] inception_4b/output -> inception_4b/output
I1115 19:27:17.543524 492608 net.cpp:122] Setting up inception_4b/output
I1115 19:27:17.543524 492608 net.cpp:129] Top shape: 10 512 14 14 (1003520)
I1115 19:27:17.543524 492608 net.cpp:137] Memory required for data: 407805440
I1115 19:27:17.543524 492608 layer_factory.cpp:58] Creating layer inception_4b/output_inception_4b/output_0_split
I1115 19:27:17.543524 492608 net.cpp:84] Creating Layer inception_4b/output_inception_4b/output_0_split
I1115 19:27:17.543524 492608 net.cpp:406] inception_4b/output_inception_4b/output_0_split <- inception_4b/output
I1115 19:27:17.543524 492608 net.cpp:380] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_0
I1115 19:27:17.543524 492608 net.cpp:380] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_1
I1115 19:27:17.543524 492608 net.cpp:380] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_2
I1115 19:27:17.543524 492608 net.cpp:380] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_3
I1115 19:27:17.543524 492608 net.cpp:122] Setting up inception_4b/output_inception_4b/output_0_split
I1115 19:27:17.543524 492608 net.cpp:129] Top shape: 10 512 14 14 (1003520)
I1115 19:27:17.543524 492608 net.cpp:129] Top shape: 10 512 14 14 (1003520)
I1115 19:27:17.543524 492608 net.cpp:129] Top shape: 10 512 14 14 (1003520)
I1115 19:27:17.543524 492608 net.cpp:129] Top shape: 10 512 14 14 (1003520)
I1115 19:27:17.543524 492608 net.cpp:137] Memory required for data: 423861760
I1115 19:27:17.543524 492608 layer_factory.cpp:58] Creating layer inception_4c/1x1
I1115 19:27:17.543524 492608 net.cpp:84] Creating Layer inception_4c/1x1
I1115 19:27:17.543524 492608 net.cpp:406] inception_4c/1x1 <- inception_4b/output_inception_4b/output_0_split_0
I1115 19:27:17.543524 492608 net.cpp:380] inception_4c/1x1 -> inception_4c/1x1
I1115 19:27:17.544523 492608 net.cpp:122] Setting up inception_4c/1x1
I1115 19:27:17.544523 492608 net.cpp:129] Top shape: 10 128 14 14 (250880)
I1115 19:27:17.544523 492608 net.cpp:137] Memory required for data: 424865280
I1115 19:27:17.544523 492608 layer_factory.cpp:58] Creating layer inception_4c/relu_1x1
I1115 19:27:17.544523 492608 net.cpp:84] Creating Layer inception_4c/relu_1x1
I1115 19:27:17.544523 492608 net.cpp:406] inception_4c/relu_1x1 <- inception_4c/1x1
I1115 19:27:17.544523 492608 net.cpp:367] inception_4c/relu_1x1 -> inception_4c/1x1 (in-place)
I1115 19:27:17.544523 492608 net.cpp:122] Setting up inception_4c/relu_1x1
I1115 19:27:17.704532 492608 net.cpp:129] Top shape: 10 128 14 14 (250880)
I1115 19:27:17.704532 492608 net.cpp:137] Memory required for data: 425868800
I1115 19:27:17.704532 492608 layer_factory.cpp:58] Creating layer inception_4c/3x3_reduce
I1115 19:27:17.704532 492608 net.cpp:84] Creating Layer inception_4c/3x3_reduce
I1115 19:27:17.704532 492608 net.cpp:406] inception_4c/3x3_reduce <- inception_4b/output_inception_4b/output_0_split_1
I1115 19:27:17.704532 492608 net.cpp:380] inception_4c/3x3_reduce -> inception_4c/3x3_reduce
I1115 19:27:17.705533 492608 net.cpp:122] Setting up inception_4c/3x3_reduce
I1115 19:27:17.705533 492608 net.cpp:129] Top shape: 10 128 14 14 (250880)
I1115 19:27:17.705533 492608 net.cpp:137] Memory required for data: 426872320
I1115 19:27:17.705533 492608 layer_factory.cpp:58] Creating layer inception_4c/relu_3x3_reduce
I1115 19:27:17.705533 492608 net.cpp:84] Creating Layer inception_4c/relu_3x3_reduce
I1115 19:27:17.705533 492608 net.cpp:406] inception_4c/relu_3x3_reduce <- inception_4c/3x3_reduce
I1115 19:27:17.705533 492608 net.cpp:367] inception_4c/relu_3x3_reduce -> inception_4c/3x3_reduce (in-place)
I1115 19:27:17.705533 492608 net.cpp:122] Setting up inception_4c/relu_3x3_reduce
I1115 19:27:17.705533 492608 net.cpp:129] Top shape: 10 128 14 14 (250880)
I1115 19:27:17.705533 492608 net.cpp:137] Memory required for data: 427875840
I1115 19:27:17.705533 492608 layer_factory.cpp:58] Creating layer inception_4c/3x3
I1115 19:27:17.705533 492608 net.cpp:84] Creating Layer inception_4c/3x3
I1115 19:27:17.705533 492608 net.cpp:406] inception_4c/3x3 <- inception_4c/3x3_reduce
I1115 19:27:17.705533 492608 net.cpp:380] inception_4c/3x3 -> inception_4c/3x3
I1115 19:27:17.711532 492608 net.cpp:122] Setting up inception_4c/3x3
I1115 19:27:17.711532 492608 net.cpp:129] Top shape: 10 256 14 14 (501760)
I1115 19:27:17.711532 492608 net.cpp:137] Memory required for data: 429882880
I1115 19:27:17.711532 492608 layer_factory.cpp:58] Creating layer inception_4c/relu_3x3
I1115 19:27:17.711532 492608 net.cpp:84] Creating Layer inception_4c/relu_3x3
I1115 19:27:17.711532 492608 net.cpp:406] inception_4c/relu_3x3 <- inception_4c/3x3
I1115 19:27:17.711532 492608 net.cpp:367] inception_4c/relu_3x3 -> inception_4c/3x3 (in-place)
I1115 19:27:17.711532 492608 net.cpp:122] Setting up inception_4c/relu_3x3
I1115 19:27:17.711532 492608 net.cpp:129] Top shape: 10 256 14 14 (501760)
I1115 19:27:17.711532 492608 net.cpp:137] Memory required for data: 431889920
I1115 19:27:17.711532 492608 layer_factory.cpp:58] Creating layer inception_4c/5x5_reduce
I1115 19:27:17.711532 492608 net.cpp:84] Creating Layer inception_4c/5x5_reduce
I1115 19:27:17.711532 492608 net.cpp:406] inception_4c/5x5_reduce <- inception_4b/output_inception_4b/output_0_split_2
I1115 19:27:17.711532 492608 net.cpp:380] inception_4c/5x5_reduce -> inception_4c/5x5_reduce
I1115 19:27:17.712532 492608 net.cpp:122] Setting up inception_4c/5x5_reduce
I1115 19:27:17.712532 492608 net.cpp:129] Top shape: 10 24 14 14 (47040)
I1115 19:27:17.712532 492608 net.cpp:137] Memory required for data: 432078080
I1115 19:27:17.712532 492608 layer_factory.cpp:58] Creating layer inception_4c/relu_5x5_reduce
I1115 19:27:17.712532 492608 net.cpp:84] Creating Layer inception_4c/relu_5x5_reduce
I1115 19:27:17.712532 492608 net.cpp:406] inception_4c/relu_5x5_reduce <- inception_4c/5x5_reduce
I1115 19:27:17.712532 492608 net.cpp:367] inception_4c/relu_5x5_reduce -> inception_4c/5x5_reduce (in-place)
I1115 19:27:17.712532 492608 net.cpp:122] Setting up inception_4c/relu_5x5_reduce
I1115 19:27:17.712532 492608 net.cpp:129] Top shape: 10 24 14 14 (47040)
I1115 19:27:17.712532 492608 net.cpp:137] Memory required for data: 432266240
I1115 19:27:17.712532 492608 layer_factory.cpp:58] Creating layer inception_4c/5x5
I1115 19:27:17.712532 492608 net.cpp:84] Creating Layer inception_4c/5x5
I1115 19:27:17.712532 492608 net.cpp:406] inception_4c/5x5 <- inception_4c/5x5_reduce
I1115 19:27:17.712532 492608 net.cpp:380] inception_4c/5x5 -> inception_4c/5x5
I1115 19:27:17.713532 492608 net.cpp:122] Setting up inception_4c/5x5
I1115 19:27:17.713532 492608 net.cpp:129] Top shape: 10 64 14 14 (125440)
I1115 19:27:17.713532 492608 net.cpp:137] Memory required for data: 432768000
I1115 19:27:17.713532 492608 layer_factory.cpp:58] Creating layer inception_4c/relu_5x5
I1115 19:27:17.713532 492608 net.cpp:84] Creating Layer inception_4c/relu_5x5
I1115 19:27:17.713532 492608 net.cpp:406] inception_4c/relu_5x5 <- inception_4c/5x5
I1115 19:27:17.713532 492608 net.cpp:367] inception_4c/relu_5x5 -> inception_4c/5x5 (in-place)
I1115 19:27:17.713532 492608 net.cpp:122] Setting up inception_4c/relu_5x5
I1115 19:27:17.713532 492608 net.cpp:129] Top shape: 10 64 14 14 (125440)
I1115 19:27:17.713532 492608 net.cpp:137] Memory required for data: 433269760
I1115 19:27:17.713532 492608 layer_factory.cpp:58] Creating layer inception_4c/pool
I1115 19:27:17.713532 492608 net.cpp:84] Creating Layer inception_4c/pool
I1115 19:27:17.713532 492608 net.cpp:406] inception_4c/pool <- inception_4b/output_inception_4b/output_0_split_3
I1115 19:27:17.713532 492608 net.cpp:380] inception_4c/pool -> inception_4c/pool
I1115 19:27:17.713532 492608 net.cpp:122] Setting up inception_4c/pool
I1115 19:27:17.713532 492608 net.cpp:129] Top shape: 10 512 14 14 (1003520)
I1115 19:27:17.713532 492608 net.cpp:137] Memory required for data: 437283840
I1115 19:27:17.713532 492608 layer_factory.cpp:58] Creating layer inception_4c/pool_proj
I1115 19:27:17.713532 492608 net.cpp:84] Creating Layer inception_4c/pool_proj
I1115 19:27:17.713532 492608 net.cpp:406] inception_4c/pool_proj <- inception_4c/pool
I1115 19:27:17.713532 492608 net.cpp:380] inception_4c/pool_proj -> inception_4c/pool_proj
I1115 19:27:17.715533 492608 net.cpp:122] Setting up inception_4c/pool_proj
I1115 19:27:17.715533 492608 net.cpp:129] Top shape: 10 64 14 14 (125440)
I1115 19:27:17.715533 492608 net.cpp:137] Memory required for data: 437785600
I1115 19:27:17.715533 492608 layer_factory.cpp:58] Creating layer inception_4c/relu_pool_proj
I1115 19:27:17.715533 492608 net.cpp:84] Creating Layer inception_4c/relu_pool_proj
I1115 19:27:17.715533 492608 net.cpp:406] inception_4c/relu_pool_proj <- inception_4c/pool_proj
I1115 19:27:17.715533 492608 net.cpp:367] inception_4c/relu_pool_proj -> inception_4c/pool_proj (in-place)
I1115 19:27:17.715533 492608 net.cpp:122] Setting up inception_4c/relu_pool_proj
I1115 19:27:17.715533 492608 net.cpp:129] Top shape: 10 64 14 14 (125440)
I1115 19:27:17.715533 492608 net.cpp:137] Memory required for data: 438287360
I1115 19:27:17.715533 492608 layer_factory.cpp:58] Creating layer inception_4c/output
I1115 19:27:17.715533 492608 net.cpp:84] Creating Layer inception_4c/output
I1115 19:27:17.715533 492608 net.cpp:406] inception_4c/output <- inception_4c/1x1
I1115 19:27:17.715533 492608 net.cpp:406] inception_4c/output <- inception_4c/3x3
I1115 19:27:17.715533 492608 net.cpp:406] inception_4c/output <- inception_4c/5x5
I1115 19:27:17.715533 492608 net.cpp:406] inception_4c/output <- inception_4c/pool_proj
I1115 19:27:17.715533 492608 net.cpp:380] inception_4c/output -> inception_4c/output
I1115 19:27:17.715533 492608 net.cpp:122] Setting up inception_4c/output
I1115 19:27:17.715533 492608 net.cpp:129] Top shape: 10 512 14 14 (1003520)
I1115 19:27:17.715533 492608 net.cpp:137] Memory required for data: 442301440
I1115 19:27:17.715533 492608 layer_factory.cpp:58] Creating layer inception_4c/output_inception_4c/output_0_split
I1115 19:27:17.715533 492608 net.cpp:84] Creating Layer inception_4c/output_inception_4c/output_0_split
I1115 19:27:17.715533 492608 net.cpp:406] inception_4c/output_inception_4c/output_0_split <- inception_4c/output
I1115 19:27:17.715533 492608 net.cpp:380] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_0
I1115 19:27:17.715533 492608 net.cpp:380] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_1
I1115 19:27:17.715533 492608 net.cpp:380] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_2
I1115 19:27:17.883543 492608 net.cpp:380] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_3
I1115 19:27:17.883543 492608 net.cpp:122] Setting up inception_4c/output_inception_4c/output_0_split
I1115 19:27:17.883543 492608 net.cpp:129] Top shape: 10 512 14 14 (1003520)
I1115 19:27:17.883543 492608 net.cpp:129] Top shape: 10 512 14 14 (1003520)
I1115 19:27:17.883543 492608 net.cpp:129] Top shape: 10 512 14 14 (1003520)
I1115 19:27:17.883543 492608 net.cpp:129] Top shape: 10 512 14 14 (1003520)
I1115 19:27:17.883543 492608 net.cpp:137] Memory required for data: 458357760
I1115 19:27:17.883543 492608 layer_factory.cpp:58] Creating layer inception_4d/1x1
I1115 19:27:17.883543 492608 net.cpp:84] Creating Layer inception_4d/1x1
I1115 19:27:17.883543 492608 net.cpp:406] inception_4d/1x1 <- inception_4c/output_inception_4c/output_0_split_0
I1115 19:27:17.883543 492608 net.cpp:380] inception_4d/1x1 -> inception_4d/1x1
I1115 19:27:17.884542 492608 net.cpp:122] Setting up inception_4d/1x1
I1115 19:27:17.884542 492608 net.cpp:129] Top shape: 10 112 14 14 (219520)
I1115 19:27:17.884542 492608 net.cpp:137] Memory required for data: 459235840
I1115 19:27:17.884542 492608 layer_factory.cpp:58] Creating layer inception_4d/relu_1x1
I1115 19:27:17.884542 492608 net.cpp:84] Creating Layer inception_4d/relu_1x1
I1115 19:27:17.884542 492608 net.cpp:406] inception_4d/relu_1x1 <- inception_4d/1x1
I1115 19:27:17.884542 492608 net.cpp:367] inception_4d/relu_1x1 -> inception_4d/1x1 (in-place)
I1115 19:27:17.884542 492608 net.cpp:122] Setting up inception_4d/relu_1x1
I1115 19:27:17.884542 492608 net.cpp:129] Top shape: 10 112 14 14 (219520)
I1115 19:27:17.884542 492608 net.cpp:137] Memory required for data: 460113920
I1115 19:27:17.884542 492608 layer_factory.cpp:58] Creating layer inception_4d/3x3_reduce
I1115 19:27:17.884542 492608 net.cpp:84] Creating Layer inception_4d/3x3_reduce
I1115 19:27:17.884542 492608 net.cpp:406] inception_4d/3x3_reduce <- inception_4c/output_inception_4c/output_0_split_1
I1115 19:27:17.884542 492608 net.cpp:380] inception_4d/3x3_reduce -> inception_4d/3x3_reduce
I1115 19:27:17.886543 492608 net.cpp:122] Setting up inception_4d/3x3_reduce
I1115 19:27:17.886543 492608 net.cpp:129] Top shape: 10 144 14 14 (282240)
I1115 19:27:17.886543 492608 net.cpp:137] Memory required for data: 461242880
I1115 19:27:17.886543 492608 layer_factory.cpp:58] Creating layer inception_4d/relu_3x3_reduce
I1115 19:27:17.886543 492608 net.cpp:84] Creating Layer inception_4d/relu_3x3_reduce
I1115 19:27:17.886543 492608 net.cpp:406] inception_4d/relu_3x3_reduce <- inception_4d/3x3_reduce
I1115 19:27:17.886543 492608 net.cpp:367] inception_4d/relu_3x3_reduce -> inception_4d/3x3_reduce (in-place)
I1115 19:27:17.886543 492608 net.cpp:122] Setting up inception_4d/relu_3x3_reduce
I1115 19:27:17.886543 492608 net.cpp:129] Top shape: 10 144 14 14 (282240)
I1115 19:27:17.886543 492608 net.cpp:137] Memory required for data: 462371840
I1115 19:27:17.886543 492608 layer_factory.cpp:58] Creating layer inception_4d/3x3
I1115 19:27:17.886543 492608 net.cpp:84] Creating Layer inception_4d/3x3
I1115 19:27:17.886543 492608 net.cpp:406] inception_4d/3x3 <- inception_4d/3x3_reduce
I1115 19:27:17.886543 492608 net.cpp:380] inception_4d/3x3 -> inception_4d/3x3
I1115 19:27:17.893543 492608 net.cpp:122] Setting up inception_4d/3x3
I1115 19:27:17.893543 492608 net.cpp:129] Top shape: 10 288 14 14 (564480)
I1115 19:27:17.893543 492608 net.cpp:137] Memory required for data: 464629760
I1115 19:27:17.893543 492608 layer_factory.cpp:58] Creating layer inception_4d/relu_3x3
I1115 19:27:17.893543 492608 net.cpp:84] Creating Layer inception_4d/relu_3x3
I1115 19:27:17.893543 492608 net.cpp:406] inception_4d/relu_3x3 <- inception_4d/3x3
I1115 19:27:17.893543 492608 net.cpp:367] inception_4d/relu_3x3 -> inception_4d/3x3 (in-place)
I1115 19:27:17.893543 492608 net.cpp:122] Setting up inception_4d/relu_3x3
I1115 19:27:17.893543 492608 net.cpp:129] Top shape: 10 288 14 14 (564480)
I1115 19:27:17.893543 492608 net.cpp:137] Memory required for data: 466887680
I1115 19:27:17.893543 492608 layer_factory.cpp:58] Creating layer inception_4d/5x5_reduce
I1115 19:27:17.893543 492608 net.cpp:84] Creating Layer inception_4d/5x5_reduce
I1115 19:27:17.893543 492608 net.cpp:406] inception_4d/5x5_reduce <- inception_4c/output_inception_4c/output_0_split_2
I1115 19:27:17.893543 492608 net.cpp:380] inception_4d/5x5_reduce -> inception_4d/5x5_reduce
I1115 19:27:17.894543 492608 net.cpp:122] Setting up inception_4d/5x5_reduce
I1115 19:27:17.894543 492608 net.cpp:129] Top shape: 10 32 14 14 (62720)
I1115 19:27:17.894543 492608 net.cpp:137] Memory required for data: 467138560
I1115 19:27:17.894543 492608 layer_factory.cpp:58] Creating layer inception_4d/relu_5x5_reduce
I1115 19:27:17.894543 492608 net.cpp:84] Creating Layer inception_4d/relu_5x5_reduce
I1115 19:27:17.894543 492608 net.cpp:406] inception_4d/relu_5x5_reduce <- inception_4d/5x5_reduce
I1115 19:27:17.894543 492608 net.cpp:367] inception_4d/relu_5x5_reduce -> inception_4d/5x5_reduce (in-place)
I1115 19:27:17.894543 492608 net.cpp:122] Setting up inception_4d/relu_5x5_reduce
I1115 19:27:17.894543 492608 net.cpp:129] Top shape: 10 32 14 14 (62720)
I1115 19:27:17.894543 492608 net.cpp:137] Memory required for data: 467389440
I1115 19:27:17.894543 492608 layer_factory.cpp:58] Creating layer inception_4d/5x5
I1115 19:27:17.894543 492608 net.cpp:84] Creating Layer inception_4d/5x5
I1115 19:27:17.894543 492608 net.cpp:406] inception_4d/5x5 <- inception_4d/5x5_reduce
I1115 19:27:17.894543 492608 net.cpp:380] inception_4d/5x5 -> inception_4d/5x5
I1115 19:27:17.895543 492608 net.cpp:122] Setting up inception_4d/5x5
I1115 19:27:17.895543 492608 net.cpp:129] Top shape: 10 64 14 14 (125440)
I1115 19:27:17.895543 492608 net.cpp:137] Memory required for data: 467891200
I1115 19:27:17.895543 492608 layer_factory.cpp:58] Creating layer inception_4d/relu_5x5
I1115 19:27:17.895543 492608 net.cpp:84] Creating Layer inception_4d/relu_5x5
I1115 19:27:17.895543 492608 net.cpp:406] inception_4d/relu_5x5 <- inception_4d/5x5
I1115 19:27:17.895543 492608 net.cpp:367] inception_4d/relu_5x5 -> inception_4d/5x5 (in-place)
I1115 19:27:17.895543 492608 net.cpp:122] Setting up inception_4d/relu_5x5
I1115 19:27:17.895543 492608 net.cpp:129] Top shape: 10 64 14 14 (125440)
I1115 19:27:17.895543 492608 net.cpp:137] Memory required for data: 468392960
I1115 19:27:17.895543 492608 layer_factory.cpp:58] Creating layer inception_4d/pool
I1115 19:27:17.895543 492608 net.cpp:84] Creating Layer inception_4d/pool
I1115 19:27:17.895543 492608 net.cpp:406] inception_4d/pool <- inception_4c/output_inception_4c/output_0_split_3
I1115 19:27:17.895543 492608 net.cpp:380] inception_4d/pool -> inception_4d/pool
I1115 19:27:17.895543 492608 net.cpp:122] Setting up inception_4d/pool
I1115 19:27:17.895543 492608 net.cpp:129] Top shape: 10 512 14 14 (1003520)
I1115 19:27:17.895543 492608 net.cpp:137] Memory required for data: 472407040
I1115 19:27:17.895543 492608 layer_factory.cpp:58] Creating layer inception_4d/pool_proj
I1115 19:27:17.895543 492608 net.cpp:84] Creating Layer inception_4d/pool_proj
I1115 19:27:17.895543 492608 net.cpp:406] inception_4d/pool_proj <- inception_4d/pool
I1115 19:27:17.895543 492608 net.cpp:380] inception_4d/pool_proj -> inception_4d/pool_proj
I1115 19:27:17.896543 492608 net.cpp:122] Setting up inception_4d/pool_proj
I1115 19:27:17.896543 492608 net.cpp:129] Top shape: 10 64 14 14 (125440)
I1115 19:27:17.896543 492608 net.cpp:137] Memory required for data: 472908800
I1115 19:27:17.896543 492608 layer_factory.cpp:58] Creating layer inception_4d/relu_pool_proj
I1115 19:27:17.896543 492608 net.cpp:84] Creating Layer inception_4d/relu_pool_proj
I1115 19:27:17.896543 492608 net.cpp:406] inception_4d/relu_pool_proj <- inception_4d/pool_proj
I1115 19:27:17.896543 492608 net.cpp:367] inception_4d/relu_pool_proj -> inception_4d/pool_proj (in-place)
I1115 19:27:17.896543 492608 net.cpp:122] Setting up inception_4d/relu_pool_proj
I1115 19:27:17.896543 492608 net.cpp:129] Top shape: 10 64 14 14 (125440)
I1115 19:27:17.896543 492608 net.cpp:137] Memory required for data: 473410560
I1115 19:27:18.048552 492608 layer_factory.cpp:58] Creating layer inception_4d/output
I1115 19:27:18.048552 492608 net.cpp:84] Creating Layer inception_4d/output
I1115 19:27:18.048552 492608 net.cpp:406] inception_4d/output <- inception_4d/1x1
I1115 19:27:18.048552 492608 net.cpp:406] inception_4d/output <- inception_4d/3x3
I1115 19:27:18.048552 492608 net.cpp:406] inception_4d/output <- inception_4d/5x5
I1115 19:27:18.048552 492608 net.cpp:406] inception_4d/output <- inception_4d/pool_proj
I1115 19:27:18.048552 492608 net.cpp:380] inception_4d/output -> inception_4d/output
I1115 19:27:18.048552 492608 net.cpp:122] Setting up inception_4d/output
I1115 19:27:18.048552 492608 net.cpp:129] Top shape: 10 528 14 14 (1034880)
I1115 19:27:18.048552 492608 net.cpp:137] Memory required for data: 477550080
I1115 19:27:18.048552 492608 layer_factory.cpp:58] Creating layer inception_4d/output_inception_4d/output_0_split
I1115 19:27:18.048552 492608 net.cpp:84] Creating Layer inception_4d/output_inception_4d/output_0_split
I1115 19:27:18.049552 492608 net.cpp:406] inception_4d/output_inception_4d/output_0_split <- inception_4d/output
I1115 19:27:18.049552 492608 net.cpp:380] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_0
I1115 19:27:18.049552 492608 net.cpp:380] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_1
I1115 19:27:18.049552 492608 net.cpp:380] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_2
I1115 19:27:18.049552 492608 net.cpp:380] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_3
I1115 19:27:18.049552 492608 net.cpp:122] Setting up inception_4d/output_inception_4d/output_0_split
I1115 19:27:18.049552 492608 net.cpp:129] Top shape: 10 528 14 14 (1034880)
I1115 19:27:18.049552 492608 net.cpp:129] Top shape: 10 528 14 14 (1034880)
I1115 19:27:18.049552 492608 net.cpp:129] Top shape: 10 528 14 14 (1034880)
I1115 19:27:18.049552 492608 net.cpp:129] Top shape: 10 528 14 14 (1034880)
I1115 19:27:18.049552 492608 net.cpp:137] Memory required for data: 494108160
I1115 19:27:18.049552 492608 layer_factory.cpp:58] Creating layer inception_4e/1x1
I1115 19:27:18.049552 492608 net.cpp:84] Creating Layer inception_4e/1x1
I1115 19:27:18.049552 492608 net.cpp:406] inception_4e/1x1 <- inception_4d/output_inception_4d/output_0_split_0
I1115 19:27:18.049552 492608 net.cpp:380] inception_4e/1x1 -> inception_4e/1x1
I1115 19:27:18.052552 492608 net.cpp:122] Setting up inception_4e/1x1
I1115 19:27:18.052552 492608 net.cpp:129] Top shape: 10 256 14 14 (501760)
I1115 19:27:18.052552 492608 net.cpp:137] Memory required for data: 496115200
I1115 19:27:18.052552 492608 layer_factory.cpp:58] Creating layer inception_4e/relu_1x1
I1115 19:27:18.052552 492608 net.cpp:84] Creating Layer inception_4e/relu_1x1
I1115 19:27:18.052552 492608 net.cpp:406] inception_4e/relu_1x1 <- inception_4e/1x1
I1115 19:27:18.052552 492608 net.cpp:367] inception_4e/relu_1x1 -> inception_4e/1x1 (in-place)
I1115 19:27:18.052552 492608 net.cpp:122] Setting up inception_4e/relu_1x1
I1115 19:27:18.052552 492608 net.cpp:129] Top shape: 10 256 14 14 (501760)
I1115 19:27:18.052552 492608 net.cpp:137] Memory required for data: 498122240
I1115 19:27:18.052552 492608 layer_factory.cpp:58] Creating layer inception_4e/3x3_reduce
I1115 19:27:18.052552 492608 net.cpp:84] Creating Layer inception_4e/3x3_reduce
I1115 19:27:18.052552 492608 net.cpp:406] inception_4e/3x3_reduce <- inception_4d/output_inception_4d/output_0_split_1
I1115 19:27:18.052552 492608 net.cpp:380] inception_4e/3x3_reduce -> inception_4e/3x3_reduce
I1115 19:27:18.054553 492608 net.cpp:122] Setting up inception_4e/3x3_reduce
I1115 19:27:18.054553 492608 net.cpp:129] Top shape: 10 160 14 14 (313600)
I1115 19:27:18.054553 492608 net.cpp:137] Memory required for data: 499376640
I1115 19:27:18.054553 492608 layer_factory.cpp:58] Creating layer inception_4e/relu_3x3_reduce
I1115 19:27:18.054553 492608 net.cpp:84] Creating Layer inception_4e/relu_3x3_reduce
I1115 19:27:18.054553 492608 net.cpp:406] inception_4e/relu_3x3_reduce <- inception_4e/3x3_reduce
I1115 19:27:18.054553 492608 net.cpp:367] inception_4e/relu_3x3_reduce -> inception_4e/3x3_reduce (in-place)
I1115 19:27:18.054553 492608 net.cpp:122] Setting up inception_4e/relu_3x3_reduce
I1115 19:27:18.054553 492608 net.cpp:129] Top shape: 10 160 14 14 (313600)
I1115 19:27:18.054553 492608 net.cpp:137] Memory required for data: 500631040
I1115 19:27:18.054553 492608 layer_factory.cpp:58] Creating layer inception_4e/3x3
I1115 19:27:18.054553 492608 net.cpp:84] Creating Layer inception_4e/3x3
I1115 19:27:18.054553 492608 net.cpp:406] inception_4e/3x3 <- inception_4e/3x3_reduce
I1115 19:27:18.054553 492608 net.cpp:380] inception_4e/3x3 -> inception_4e/3x3
I1115 19:27:18.063552 492608 net.cpp:122] Setting up inception_4e/3x3
I1115 19:27:18.063552 492608 net.cpp:129] Top shape: 10 320 14 14 (627200)
I1115 19:27:18.063552 492608 net.cpp:137] Memory required for data: 503139840
I1115 19:27:18.063552 492608 layer_factory.cpp:58] Creating layer inception_4e/relu_3x3
I1115 19:27:18.063552 492608 net.cpp:84] Creating Layer inception_4e/relu_3x3
I1115 19:27:18.063552 492608 net.cpp:406] inception_4e/relu_3x3 <- inception_4e/3x3
I1115 19:27:18.063552 492608 net.cpp:367] inception_4e/relu_3x3 -> inception_4e/3x3 (in-place)
I1115 19:27:18.063552 492608 net.cpp:122] Setting up inception_4e/relu_3x3
I1115 19:27:18.063552 492608 net.cpp:129] Top shape: 10 320 14 14 (627200)
I1115 19:27:18.063552 492608 net.cpp:137] Memory required for data: 505648640
I1115 19:27:18.063552 492608 layer_factory.cpp:58] Creating layer inception_4e/5x5_reduce
I1115 19:27:18.063552 492608 net.cpp:84] Creating Layer inception_4e/5x5_reduce
I1115 19:27:18.063552 492608 net.cpp:406] inception_4e/5x5_reduce <- inception_4d/output_inception_4d/output_0_split_2
I1115 19:27:18.063552 492608 net.cpp:380] inception_4e/5x5_reduce -> inception_4e/5x5_reduce
I1115 19:27:18.063552 492608 net.cpp:122] Setting up inception_4e/5x5_reduce
I1115 19:27:18.063552 492608 net.cpp:129] Top shape: 10 32 14 14 (62720)
I1115 19:27:18.063552 492608 net.cpp:137] Memory required for data: 505899520
I1115 19:27:18.063552 492608 layer_factory.cpp:58] Creating layer inception_4e/relu_5x5_reduce
I1115 19:27:18.063552 492608 net.cpp:84] Creating Layer inception_4e/relu_5x5_reduce
I1115 19:27:18.063552 492608 net.cpp:406] inception_4e/relu_5x5_reduce <- inception_4e/5x5_reduce
I1115 19:27:18.064553 492608 net.cpp:367] inception_4e/relu_5x5_reduce -> inception_4e/5x5_reduce (in-place)
I1115 19:27:18.064553 492608 net.cpp:122] Setting up inception_4e/relu_5x5_reduce
I1115 19:27:18.064553 492608 net.cpp:129] Top shape: 10 32 14 14 (62720)
I1115 19:27:18.064553 492608 net.cpp:137] Memory required for data: 506150400
I1115 19:27:18.064553 492608 layer_factory.cpp:58] Creating layer inception_4e/5x5
I1115 19:27:18.064553 492608 net.cpp:84] Creating Layer inception_4e/5x5
I1115 19:27:18.064553 492608 net.cpp:406] inception_4e/5x5 <- inception_4e/5x5_reduce
I1115 19:27:18.064553 492608 net.cpp:380] inception_4e/5x5 -> inception_4e/5x5
I1115 19:27:18.066552 492608 net.cpp:122] Setting up inception_4e/5x5
I1115 19:27:18.066552 492608 net.cpp:129] Top shape: 10 128 14 14 (250880)
I1115 19:27:18.066552 492608 net.cpp:137] Memory required for data: 507153920
I1115 19:27:18.066552 492608 layer_factory.cpp:58] Creating layer inception_4e/relu_5x5
I1115 19:27:18.066552 492608 net.cpp:84] Creating Layer inception_4e/relu_5x5
I1115 19:27:18.066552 492608 net.cpp:406] inception_4e/relu_5x5 <- inception_4e/5x5
I1115 19:27:18.066552 492608 net.cpp:367] inception_4e/relu_5x5 -> inception_4e/5x5 (in-place)
I1115 19:27:18.066552 492608 net.cpp:122] Setting up inception_4e/relu_5x5
I1115 19:27:18.066552 492608 net.cpp:129] Top shape: 10 128 14 14 (250880)
I1115 19:27:18.066552 492608 net.cpp:137] Memory required for data: 508157440
I1115 19:27:18.066552 492608 layer_factory.cpp:58] Creating layer inception_4e/pool
I1115 19:27:18.066552 492608 net.cpp:84] Creating Layer inception_4e/pool
I1115 19:27:18.222561 492608 net.cpp:406] inception_4e/pool <- inception_4d/output_inception_4d/output_0_split_3
I1115 19:27:18.222561 492608 net.cpp:380] inception_4e/pool -> inception_4e/pool
I1115 19:27:18.222561 492608 net.cpp:122] Setting up inception_4e/pool
I1115 19:27:18.223562 492608 net.cpp:129] Top shape: 10 528 14 14 (1034880)
I1115 19:27:18.223562 492608 net.cpp:137] Memory required for data: 512296960
I1115 19:27:18.223562 492608 layer_factory.cpp:58] Creating layer inception_4e/pool_proj
I1115 19:27:18.223562 492608 net.cpp:84] Creating Layer inception_4e/pool_proj
I1115 19:27:18.223562 492608 net.cpp:406] inception_4e/pool_proj <- inception_4e/pool
I1115 19:27:18.223562 492608 net.cpp:380] inception_4e/pool_proj -> inception_4e/pool_proj
I1115 19:27:18.224562 492608 net.cpp:122] Setting up inception_4e/pool_proj
I1115 19:27:18.224562 492608 net.cpp:129] Top shape: 10 128 14 14 (250880)
I1115 19:27:18.224562 492608 net.cpp:137] Memory required for data: 513300480
I1115 19:27:18.224562 492608 layer_factory.cpp:58] Creating layer inception_4e/relu_pool_proj
I1115 19:27:18.224562 492608 net.cpp:84] Creating Layer inception_4e/relu_pool_proj
I1115 19:27:18.224562 492608 net.cpp:406] inception_4e/relu_pool_proj <- inception_4e/pool_proj
I1115 19:27:18.224562 492608 net.cpp:367] inception_4e/relu_pool_proj -> inception_4e/pool_proj (in-place)
I1115 19:27:18.224562 492608 net.cpp:122] Setting up inception_4e/relu_pool_proj
I1115 19:27:18.224562 492608 net.cpp:129] Top shape: 10 128 14 14 (250880)
I1115 19:27:18.224562 492608 net.cpp:137] Memory required for data: 514304000
I1115 19:27:18.224562 492608 layer_factory.cpp:58] Creating layer inception_4e/output
I1115 19:27:18.224562 492608 net.cpp:84] Creating Layer inception_4e/output
I1115 19:27:18.224562 492608 net.cpp:406] inception_4e/output <- inception_4e/1x1
I1115 19:27:18.224562 492608 net.cpp:406] inception_4e/output <- inception_4e/3x3
I1115 19:27:18.224562 492608 net.cpp:406] inception_4e/output <- inception_4e/5x5
I1115 19:27:18.224562 492608 net.cpp:406] inception_4e/output <- inception_4e/pool_proj
I1115 19:27:18.224562 492608 net.cpp:380] inception_4e/output -> inception_4e/output
I1115 19:27:18.224562 492608 net.cpp:122] Setting up inception_4e/output
I1115 19:27:18.224562 492608 net.cpp:129] Top shape: 10 832 14 14 (1630720)
I1115 19:27:18.224562 492608 net.cpp:137] Memory required for data: 520826880
I1115 19:27:18.224562 492608 layer_factory.cpp:58] Creating layer pool4/3x3_s2
I1115 19:27:18.225563 492608 net.cpp:84] Creating Layer pool4/3x3_s2
I1115 19:27:18.225563 492608 net.cpp:406] pool4/3x3_s2 <- inception_4e/output
I1115 19:27:18.225563 492608 net.cpp:380] pool4/3x3_s2 -> pool4/3x3_s2
I1115 19:27:18.225563 492608 net.cpp:122] Setting up pool4/3x3_s2
I1115 19:27:18.225563 492608 net.cpp:129] Top shape: 10 832 7 7 (407680)
I1115 19:27:18.225563 492608 net.cpp:137] Memory required for data: 522457600
I1115 19:27:18.225563 492608 layer_factory.cpp:58] Creating layer pool4/3x3_s2_pool4/3x3_s2_0_split
I1115 19:27:18.225563 492608 net.cpp:84] Creating Layer pool4/3x3_s2_pool4/3x3_s2_0_split
I1115 19:27:18.225563 492608 net.cpp:406] pool4/3x3_s2_pool4/3x3_s2_0_split <- pool4/3x3_s2
I1115 19:27:18.225563 492608 net.cpp:380] pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_0
I1115 19:27:18.225563 492608 net.cpp:380] pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_1
I1115 19:27:18.225563 492608 net.cpp:380] pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_2
I1115 19:27:18.225563 492608 net.cpp:380] pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_3
I1115 19:27:18.225563 492608 net.cpp:122] Setting up pool4/3x3_s2_pool4/3x3_s2_0_split
I1115 19:27:18.225563 492608 net.cpp:129] Top shape: 10 832 7 7 (407680)
I1115 19:27:18.225563 492608 net.cpp:129] Top shape: 10 832 7 7 (407680)
I1115 19:27:18.225563 492608 net.cpp:129] Top shape: 10 832 7 7 (407680)
I1115 19:27:18.225563 492608 net.cpp:129] Top shape: 10 832 7 7 (407680)
I1115 19:27:18.225563 492608 net.cpp:137] Memory required for data: 528980480
I1115 19:27:18.225563 492608 layer_factory.cpp:58] Creating layer inception_5a/1x1
I1115 19:27:18.225563 492608 net.cpp:84] Creating Layer inception_5a/1x1
I1115 19:27:18.225563 492608 net.cpp:406] inception_5a/1x1 <- pool4/3x3_s2_pool4/3x3_s2_0_split_0
I1115 19:27:18.225563 492608 net.cpp:380] inception_5a/1x1 -> inception_5a/1x1
I1115 19:27:18.229562 492608 net.cpp:122] Setting up inception_5a/1x1
I1115 19:27:18.229562 492608 net.cpp:129] Top shape: 10 256 7 7 (125440)
I1115 19:27:18.229562 492608 net.cpp:137] Memory required for data: 529482240
I1115 19:27:18.229562 492608 layer_factory.cpp:58] Creating layer inception_5a/relu_1x1
I1115 19:27:18.229562 492608 net.cpp:84] Creating Layer inception_5a/relu_1x1
I1115 19:27:18.229562 492608 net.cpp:406] inception_5a/relu_1x1 <- inception_5a/1x1
I1115 19:27:18.229562 492608 net.cpp:367] inception_5a/relu_1x1 -> inception_5a/1x1 (in-place)
I1115 19:27:18.229562 492608 net.cpp:122] Setting up inception_5a/relu_1x1
I1115 19:27:18.229562 492608 net.cpp:129] Top shape: 10 256 7 7 (125440)
I1115 19:27:18.229562 492608 net.cpp:137] Memory required for data: 529984000
I1115 19:27:18.230562 492608 layer_factory.cpp:58] Creating layer inception_5a/3x3_reduce
I1115 19:27:18.230562 492608 net.cpp:84] Creating Layer inception_5a/3x3_reduce
I1115 19:27:18.230562 492608 net.cpp:406] inception_5a/3x3_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_1
I1115 19:27:18.230562 492608 net.cpp:380] inception_5a/3x3_reduce -> inception_5a/3x3_reduce
I1115 19:27:18.233562 492608 net.cpp:122] Setting up inception_5a/3x3_reduce
I1115 19:27:18.233562 492608 net.cpp:129] Top shape: 10 160 7 7 (78400)
I1115 19:27:18.233562 492608 net.cpp:137] Memory required for data: 530297600
I1115 19:27:18.233562 492608 layer_factory.cpp:58] Creating layer inception_5a/relu_3x3_reduce
I1115 19:27:18.233562 492608 net.cpp:84] Creating Layer inception_5a/relu_3x3_reduce
I1115 19:27:18.233562 492608 net.cpp:406] inception_5a/relu_3x3_reduce <- inception_5a/3x3_reduce
I1115 19:27:18.233562 492608 net.cpp:367] inception_5a/relu_3x3_reduce -> inception_5a/3x3_reduce (in-place)
I1115 19:27:18.233562 492608 net.cpp:122] Setting up inception_5a/relu_3x3_reduce
I1115 19:27:18.233562 492608 net.cpp:129] Top shape: 10 160 7 7 (78400)
I1115 19:27:18.233562 492608 net.cpp:137] Memory required for data: 530611200
I1115 19:27:18.233562 492608 layer_factory.cpp:58] Creating layer inception_5a/3x3
I1115 19:27:18.233562 492608 net.cpp:84] Creating Layer inception_5a/3x3
I1115 19:27:18.233562 492608 net.cpp:406] inception_5a/3x3 <- inception_5a/3x3_reduce
I1115 19:27:18.233562 492608 net.cpp:380] inception_5a/3x3 -> inception_5a/3x3
I1115 19:27:18.242563 492608 net.cpp:122] Setting up inception_5a/3x3
I1115 19:27:18.242563 492608 net.cpp:129] Top shape: 10 320 7 7 (156800)
I1115 19:27:18.242563 492608 net.cpp:137] Memory required for data: 531238400
I1115 19:27:18.242563 492608 layer_factory.cpp:58] Creating layer inception_5a/relu_3x3
I1115 19:27:18.242563 492608 net.cpp:84] Creating Layer inception_5a/relu_3x3
I1115 19:27:18.242563 492608 net.cpp:406] inception_5a/relu_3x3 <- inception_5a/3x3
I1115 19:27:18.242563 492608 net.cpp:367] inception_5a/relu_3x3 -> inception_5a/3x3 (in-place)
I1115 19:27:18.242563 492608 net.cpp:122] Setting up inception_5a/relu_3x3
I1115 19:27:18.242563 492608 net.cpp:129] Top shape: 10 320 7 7 (156800)
I1115 19:27:18.242563 492608 net.cpp:137] Memory required for data: 531865600
I1115 19:27:18.242563 492608 layer_factory.cpp:58] Creating layer inception_5a/5x5_reduce
I1115 19:27:18.242563 492608 net.cpp:84] Creating Layer inception_5a/5x5_reduce
I1115 19:27:18.242563 492608 net.cpp:406] inception_5a/5x5_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_2
I1115 19:27:18.242563 492608 net.cpp:380] inception_5a/5x5_reduce -> inception_5a/5x5_reduce
I1115 19:27:18.243563 492608 net.cpp:122] Setting up inception_5a/5x5_reduce
I1115 19:27:18.243563 492608 net.cpp:129] Top shape: 10 32 7 7 (15680)
I1115 19:27:18.243563 492608 net.cpp:137] Memory required for data: 531928320
I1115 19:27:18.391571 492608 layer_factory.cpp:58] Creating layer inception_5a/relu_5x5_reduce
I1115 19:27:18.391571 492608 net.cpp:84] Creating Layer inception_5a/relu_5x5_reduce
I1115 19:27:18.391571 492608 net.cpp:406] inception_5a/relu_5x5_reduce <- inception_5a/5x5_reduce
I1115 19:27:18.391571 492608 net.cpp:367] inception_5a/relu_5x5_reduce -> inception_5a/5x5_reduce (in-place)
I1115 19:27:18.391571 492608 net.cpp:122] Setting up inception_5a/relu_5x5_reduce
I1115 19:27:18.391571 492608 net.cpp:129] Top shape: 10 32 7 7 (15680)
I1115 19:27:18.391571 492608 net.cpp:137] Memory required for data: 531991040
I1115 19:27:18.391571 492608 layer_factory.cpp:58] Creating layer inception_5a/5x5
I1115 19:27:18.391571 492608 net.cpp:84] Creating Layer inception_5a/5x5
I1115 19:27:18.391571 492608 net.cpp:406] inception_5a/5x5 <- inception_5a/5x5_reduce
I1115 19:27:18.391571 492608 net.cpp:380] inception_5a/5x5 -> inception_5a/5x5
I1115 19:27:18.393571 492608 net.cpp:122] Setting up inception_5a/5x5
I1115 19:27:18.393571 492608 net.cpp:129] Top shape: 10 128 7 7 (62720)
I1115 19:27:18.393571 492608 net.cpp:137] Memory required for data: 532241920
I1115 19:27:18.393571 492608 layer_factory.cpp:58] Creating layer inception_5a/relu_5x5
I1115 19:27:18.393571 492608 net.cpp:84] Creating Layer inception_5a/relu_5x5
I1115 19:27:18.393571 492608 net.cpp:406] inception_5a/relu_5x5 <- inception_5a/5x5
I1115 19:27:18.393571 492608 net.cpp:367] inception_5a/relu_5x5 -> inception_5a/5x5 (in-place)
I1115 19:27:18.393571 492608 net.cpp:122] Setting up inception_5a/relu_5x5
I1115 19:27:18.393571 492608 net.cpp:129] Top shape: 10 128 7 7 (62720)
I1115 19:27:18.393571 492608 net.cpp:137] Memory required for data: 532492800
I1115 19:27:18.393571 492608 layer_factory.cpp:58] Creating layer inception_5a/pool
I1115 19:27:18.393571 492608 net.cpp:84] Creating Layer inception_5a/pool
I1115 19:27:18.393571 492608 net.cpp:406] inception_5a/pool <- pool4/3x3_s2_pool4/3x3_s2_0_split_3
I1115 19:27:18.393571 492608 net.cpp:380] inception_5a/pool -> inception_5a/pool
I1115 19:27:18.393571 492608 net.cpp:122] Setting up inception_5a/pool
I1115 19:27:18.393571 492608 net.cpp:129] Top shape: 10 832 7 7 (407680)
I1115 19:27:18.394572 492608 net.cpp:137] Memory required for data: 534123520
I1115 19:27:18.394572 492608 layer_factory.cpp:58] Creating layer inception_5a/pool_proj
I1115 19:27:18.394572 492608 net.cpp:84] Creating Layer inception_5a/pool_proj
I1115 19:27:18.394572 492608 net.cpp:406] inception_5a/pool_proj <- inception_5a/pool
I1115 19:27:18.394572 492608 net.cpp:380] inception_5a/pool_proj -> inception_5a/pool_proj
I1115 19:27:18.396571 492608 net.cpp:122] Setting up inception_5a/pool_proj
I1115 19:27:18.396571 492608 net.cpp:129] Top shape: 10 128 7 7 (62720)
I1115 19:27:18.396571 492608 net.cpp:137] Memory required for data: 534374400
I1115 19:27:18.396571 492608 layer_factory.cpp:58] Creating layer inception_5a/relu_pool_proj
I1115 19:27:18.396571 492608 net.cpp:84] Creating Layer inception_5a/relu_pool_proj
I1115 19:27:18.396571 492608 net.cpp:406] inception_5a/relu_pool_proj <- inception_5a/pool_proj
I1115 19:27:18.396571 492608 net.cpp:367] inception_5a/relu_pool_proj -> inception_5a/pool_proj (in-place)
I1115 19:27:18.396571 492608 net.cpp:122] Setting up inception_5a/relu_pool_proj
I1115 19:27:18.396571 492608 net.cpp:129] Top shape: 10 128 7 7 (62720)
I1115 19:27:18.396571 492608 net.cpp:137] Memory required for data: 534625280
I1115 19:27:18.396571 492608 layer_factory.cpp:58] Creating layer inception_5a/output
I1115 19:27:18.396571 492608 net.cpp:84] Creating Layer inception_5a/output
I1115 19:27:18.396571 492608 net.cpp:406] inception_5a/output <- inception_5a/1x1
I1115 19:27:18.396571 492608 net.cpp:406] inception_5a/output <- inception_5a/3x3
I1115 19:27:18.396571 492608 net.cpp:406] inception_5a/output <- inception_5a/5x5
I1115 19:27:18.396571 492608 net.cpp:406] inception_5a/output <- inception_5a/pool_proj
I1115 19:27:18.396571 492608 net.cpp:380] inception_5a/output -> inception_5a/output
I1115 19:27:18.397572 492608 net.cpp:122] Setting up inception_5a/output
I1115 19:27:18.397572 492608 net.cpp:129] Top shape: 10 832 7 7 (407680)
I1115 19:27:18.397572 492608 net.cpp:137] Memory required for data: 536256000
I1115 19:27:18.397572 492608 layer_factory.cpp:58] Creating layer inception_5a/output_inception_5a/output_0_split
I1115 19:27:18.397572 492608 net.cpp:84] Creating Layer inception_5a/output_inception_5a/output_0_split
I1115 19:27:18.397572 492608 net.cpp:406] inception_5a/output_inception_5a/output_0_split <- inception_5a/output
I1115 19:27:18.397572 492608 net.cpp:380] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_0
I1115 19:27:18.397572 492608 net.cpp:380] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_1
I1115 19:27:18.397572 492608 net.cpp:380] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_2
I1115 19:27:18.397572 492608 net.cpp:380] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_3
I1115 19:27:18.397572 492608 net.cpp:122] Setting up inception_5a/output_inception_5a/output_0_split
I1115 19:27:18.397572 492608 net.cpp:129] Top shape: 10 832 7 7 (407680)
I1115 19:27:18.397572 492608 net.cpp:129] Top shape: 10 832 7 7 (407680)
I1115 19:27:18.397572 492608 net.cpp:129] Top shape: 10 832 7 7 (407680)
I1115 19:27:18.397572 492608 net.cpp:129] Top shape: 10 832 7 7 (407680)
I1115 19:27:18.397572 492608 net.cpp:137] Memory required for data: 542778880
I1115 19:27:18.397572 492608 layer_factory.cpp:58] Creating layer inception_5b/1x1
I1115 19:27:18.397572 492608 net.cpp:84] Creating Layer inception_5b/1x1
I1115 19:27:18.397572 492608 net.cpp:406] inception_5b/1x1 <- inception_5a/output_inception_5a/output_0_split_0
I1115 19:27:18.397572 492608 net.cpp:380] inception_5b/1x1 -> inception_5b/1x1
I1115 19:27:18.403573 492608 net.cpp:122] Setting up inception_5b/1x1
I1115 19:27:18.403573 492608 net.cpp:129] Top shape: 10 384 7 7 (188160)
I1115 19:27:18.403573 492608 net.cpp:137] Memory required for data: 543531520
I1115 19:27:18.403573 492608 layer_factory.cpp:58] Creating layer inception_5b/relu_1x1
I1115 19:27:18.403573 492608 net.cpp:84] Creating Layer inception_5b/relu_1x1
I1115 19:27:18.403573 492608 net.cpp:406] inception_5b/relu_1x1 <- inception_5b/1x1
I1115 19:27:18.403573 492608 net.cpp:367] inception_5b/relu_1x1 -> inception_5b/1x1 (in-place)
I1115 19:27:18.403573 492608 net.cpp:122] Setting up inception_5b/relu_1x1
I1115 19:27:18.403573 492608 net.cpp:129] Top shape: 10 384 7 7 (188160)
I1115 19:27:18.403573 492608 net.cpp:137] Memory required for data: 544284160
I1115 19:27:18.403573 492608 layer_factory.cpp:58] Creating layer inception_5b/3x3_reduce
I1115 19:27:18.403573 492608 net.cpp:84] Creating Layer inception_5b/3x3_reduce
I1115 19:27:18.403573 492608 net.cpp:406] inception_5b/3x3_reduce <- inception_5a/output_inception_5a/output_0_split_1
I1115 19:27:18.403573 492608 net.cpp:380] inception_5b/3x3_reduce -> inception_5b/3x3_reduce
I1115 19:27:18.407572 492608 net.cpp:122] Setting up inception_5b/3x3_reduce
I1115 19:27:18.407572 492608 net.cpp:129] Top shape: 10 192 7 7 (94080)
I1115 19:27:18.407572 492608 net.cpp:137] Memory required for data: 544660480
I1115 19:27:18.407572 492608 layer_factory.cpp:58] Creating layer inception_5b/relu_3x3_reduce
I1115 19:27:18.407572 492608 net.cpp:84] Creating Layer inception_5b/relu_3x3_reduce
I1115 19:27:18.407572 492608 net.cpp:406] inception_5b/relu_3x3_reduce <- inception_5b/3x3_reduce
I1115 19:27:18.407572 492608 net.cpp:367] inception_5b/relu_3x3_reduce -> inception_5b/3x3_reduce (in-place)
I1115 19:27:18.407572 492608 net.cpp:122] Setting up inception_5b/relu_3x3_reduce
I1115 19:27:18.407572 492608 net.cpp:129] Top shape: 10 192 7 7 (94080)
I1115 19:27:18.407572 492608 net.cpp:137] Memory required for data: 545036800
I1115 19:27:18.407572 492608 layer_factory.cpp:58] Creating layer inception_5b/3x3
I1115 19:27:18.407572 492608 net.cpp:84] Creating Layer inception_5b/3x3
I1115 19:27:18.562582 492608 net.cpp:406] inception_5b/3x3 <- inception_5b/3x3_reduce
I1115 19:27:18.562582 492608 net.cpp:380] inception_5b/3x3 -> inception_5b/3x3
I1115 19:27:18.574582 492608 net.cpp:122] Setting up inception_5b/3x3
I1115 19:27:18.574582 492608 net.cpp:129] Top shape: 10 384 7 7 (188160)
I1115 19:27:18.574582 492608 net.cpp:137] Memory required for data: 545789440
I1115 19:27:18.574582 492608 layer_factory.cpp:58] Creating layer inception_5b/relu_3x3
I1115 19:27:18.574582 492608 net.cpp:84] Creating Layer inception_5b/relu_3x3
I1115 19:27:18.574582 492608 net.cpp:406] inception_5b/relu_3x3 <- inception_5b/3x3
I1115 19:27:18.574582 492608 net.cpp:367] inception_5b/relu_3x3 -> inception_5b/3x3 (in-place)
I1115 19:27:18.574582 492608 net.cpp:122] Setting up inception_5b/relu_3x3
I1115 19:27:18.574582 492608 net.cpp:129] Top shape: 10 384 7 7 (188160)
I1115 19:27:18.574582 492608 net.cpp:137] Memory required for data: 546542080
I1115 19:27:18.574582 492608 layer_factory.cpp:58] Creating layer inception_5b/5x5_reduce
I1115 19:27:18.574582 492608 net.cpp:84] Creating Layer inception_5b/5x5_reduce
I1115 19:27:18.574582 492608 net.cpp:406] inception_5b/5x5_reduce <- inception_5a/output_inception_5a/output_0_split_2
I1115 19:27:18.574582 492608 net.cpp:380] inception_5b/5x5_reduce -> inception_5b/5x5_reduce
I1115 19:27:18.575582 492608 net.cpp:122] Setting up inception_5b/5x5_reduce
I1115 19:27:18.575582 492608 net.cpp:129] Top shape: 10 48 7 7 (23520)
I1115 19:27:18.575582 492608 net.cpp:137] Memory required for data: 546636160
I1115 19:27:18.575582 492608 layer_factory.cpp:58] Creating layer inception_5b/relu_5x5_reduce
I1115 19:27:18.575582 492608 net.cpp:84] Creating Layer inception_5b/relu_5x5_reduce
I1115 19:27:18.575582 492608 net.cpp:406] inception_5b/relu_5x5_reduce <- inception_5b/5x5_reduce
I1115 19:27:18.575582 492608 net.cpp:367] inception_5b/relu_5x5_reduce -> inception_5b/5x5_reduce (in-place)
I1115 19:27:18.575582 492608 net.cpp:122] Setting up inception_5b/relu_5x5_reduce
I1115 19:27:18.575582 492608 net.cpp:129] Top shape: 10 48 7 7 (23520)
I1115 19:27:18.575582 492608 net.cpp:137] Memory required for data: 546730240
I1115 19:27:18.575582 492608 layer_factory.cpp:58] Creating layer inception_5b/5x5
I1115 19:27:18.575582 492608 net.cpp:84] Creating Layer inception_5b/5x5
I1115 19:27:18.575582 492608 net.cpp:406] inception_5b/5x5 <- inception_5b/5x5_reduce
I1115 19:27:18.575582 492608 net.cpp:380] inception_5b/5x5 -> inception_5b/5x5
I1115 19:27:18.578583 492608 net.cpp:122] Setting up inception_5b/5x5
I1115 19:27:18.578583 492608 net.cpp:129] Top shape: 10 128 7 7 (62720)
I1115 19:27:18.578583 492608 net.cpp:137] Memory required for data: 546981120
I1115 19:27:18.578583 492608 layer_factory.cpp:58] Creating layer inception_5b/relu_5x5
I1115 19:27:18.578583 492608 net.cpp:84] Creating Layer inception_5b/relu_5x5
I1115 19:27:18.579582 492608 net.cpp:406] inception_5b/relu_5x5 <- inception_5b/5x5
I1115 19:27:18.579582 492608 net.cpp:367] inception_5b/relu_5x5 -> inception_5b/5x5 (in-place)
I1115 19:27:18.579582 492608 net.cpp:122] Setting up inception_5b/relu_5x5
I1115 19:27:18.579582 492608 net.cpp:129] Top shape: 10 128 7 7 (62720)
I1115 19:27:18.579582 492608 net.cpp:137] Memory required for data: 547232000
I1115 19:27:18.579582 492608 layer_factory.cpp:58] Creating layer inception_5b/pool
I1115 19:27:18.579582 492608 net.cpp:84] Creating Layer inception_5b/pool
I1115 19:27:18.579582 492608 net.cpp:406] inception_5b/pool <- inception_5a/output_inception_5a/output_0_split_3
I1115 19:27:18.579582 492608 net.cpp:380] inception_5b/pool -> inception_5b/pool
I1115 19:27:18.579582 492608 net.cpp:122] Setting up inception_5b/pool
I1115 19:27:18.579582 492608 net.cpp:129] Top shape: 10 832 7 7 (407680)
I1115 19:27:18.579582 492608 net.cpp:137] Memory required for data: 548862720
I1115 19:27:18.579582 492608 layer_factory.cpp:58] Creating layer inception_5b/pool_proj
I1115 19:27:18.579582 492608 net.cpp:84] Creating Layer inception_5b/pool_proj
I1115 19:27:18.579582 492608 net.cpp:406] inception_5b/pool_proj <- inception_5b/pool
I1115 19:27:18.579582 492608 net.cpp:380] inception_5b/pool_proj -> inception_5b/pool_proj
I1115 19:27:18.582582 492608 net.cpp:122] Setting up inception_5b/pool_proj
I1115 19:27:18.582582 492608 net.cpp:129] Top shape: 10 128 7 7 (62720)
I1115 19:27:18.582582 492608 net.cpp:137] Memory required for data: 549113600
I1115 19:27:18.582582 492608 layer_factory.cpp:58] Creating layer inception_5b/relu_pool_proj
I1115 19:27:18.582582 492608 net.cpp:84] Creating Layer inception_5b/relu_pool_proj
I1115 19:27:18.582582 492608 net.cpp:406] inception_5b/relu_pool_proj <- inception_5b/pool_proj
I1115 19:27:18.582582 492608 net.cpp:367] inception_5b/relu_pool_proj -> inception_5b/pool_proj (in-place)
I1115 19:27:18.582582 492608 net.cpp:122] Setting up inception_5b/relu_pool_proj
I1115 19:27:18.582582 492608 net.cpp:129] Top shape: 10 128 7 7 (62720)
I1115 19:27:18.582582 492608 net.cpp:137] Memory required for data: 549364480
I1115 19:27:18.582582 492608 layer_factory.cpp:58] Creating layer inception_5b/output
I1115 19:27:18.582582 492608 net.cpp:84] Creating Layer inception_5b/output
I1115 19:27:18.582582 492608 net.cpp:406] inception_5b/output <- inception_5b/1x1
I1115 19:27:18.582582 492608 net.cpp:406] inception_5b/output <- inception_5b/3x3
I1115 19:27:18.582582 492608 net.cpp:406] inception_5b/output <- inception_5b/5x5
I1115 19:27:18.582582 492608 net.cpp:406] inception_5b/output <- inception_5b/pool_proj
I1115 19:27:18.582582 492608 net.cpp:380] inception_5b/output -> inception_5b/output
I1115 19:27:18.582582 492608 net.cpp:122] Setting up inception_5b/output
I1115 19:27:18.582582 492608 net.cpp:129] Top shape: 10 1024 7 7 (501760)
I1115 19:27:18.582582 492608 net.cpp:137] Memory required for data: 551371520
I1115 19:27:18.582582 492608 layer_factory.cpp:58] Creating layer pool5/7x7_s1
I1115 19:27:18.582582 492608 net.cpp:84] Creating Layer pool5/7x7_s1
I1115 19:27:18.582582 492608 net.cpp:406] pool5/7x7_s1 <- inception_5b/output
I1115 19:27:18.582582 492608 net.cpp:380] pool5/7x7_s1 -> pool5/7x7_s1
I1115 19:27:18.582582 492608 net.cpp:122] Setting up pool5/7x7_s1
I1115 19:27:18.582582 492608 net.cpp:129] Top shape: 10 1024 1 1 (10240)
I1115 19:27:18.582582 492608 net.cpp:137] Memory required for data: 551412480
I1115 19:27:18.582582 492608 layer_factory.cpp:58] Creating layer pool5/drop_7x7_s1
I1115 19:27:18.582582 492608 net.cpp:84] Creating Layer pool5/drop_7x7_s1
I1115 19:27:18.582582 492608 net.cpp:406] pool5/drop_7x7_s1 <- pool5/7x7_s1
I1115 19:27:18.582582 492608 net.cpp:367] pool5/drop_7x7_s1 -> pool5/7x7_s1 (in-place)
I1115 19:27:18.582582 492608 net.cpp:122] Setting up pool5/drop_7x7_s1
I1115 19:27:18.582582 492608 net.cpp:129] Top shape: 10 1024 1 1 (10240)
I1115 19:27:18.582582 492608 net.cpp:137] Memory required for data: 551453440
I1115 19:27:18.582582 492608 layer_factory.cpp:58] Creating layer loss3/classifier
I1115 19:27:18.582582 492608 net.cpp:84] Creating Layer loss3/classifier
I1115 19:27:18.582582 492608 net.cpp:406] loss3/classifier <- pool5/7x7_s1
I1115 19:27:18.582582 492608 net.cpp:380] loss3/classifier -> loss3/classifier
I1115 19:27:18.600584 492608 net.cpp:122] Setting up loss3/classifier
I1115 19:27:18.600584 492608 net.cpp:129] Top shape: 10 1000 (10000)
I1115 19:27:18.600584 492608 net.cpp:137] Memory required for data: 551493440
I1115 19:27:18.600584 492608 layer_factory.cpp:58] Creating layer prob
I1115 19:27:18.600584 492608 net.cpp:84] Creating Layer prob
I1115 19:27:18.600584 492608 net.cpp:406] prob <- loss3/classifier
I1115 19:27:18.600584 492608 net.cpp:380] prob -> prob
I1115 19:27:18.600584 492608 net.cpp:122] Setting up prob
I1115 19:27:18.600584 492608 net.cpp:129] Top shape: 10 1000 (10000)
I1115 19:27:18.600584 492608 net.cpp:137] Memory required for data: 551533440
I1115 19:27:18.600584 492608 net.cpp:200] prob does not need backward computation.
I1115 19:27:18.600584 492608 net.cpp:200] loss3/classifier does not need backward computation.
I1115 19:27:18.600584 492608 net.cpp:200] pool5/drop_7x7_s1 does not need backward computation.
I1115 19:27:18.731591 492608 net.cpp:200] pool5/7x7_s1 does not need backward computation.
I1115 19:27:18.731591 492608 net.cpp:200] inception_5b/output does not need backward computation.
I1115 19:27:18.731591 492608 net.cpp:200] inception_5b/relu_pool_proj does not need backward computation.
I1115 19:27:18.731591 492608 net.cpp:200] inception_5b/pool_proj does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5b/pool does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5b/relu_5x5 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5b/5x5 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5b/relu_5x5_reduce does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5b/5x5_reduce does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5b/relu_3x3 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5b/3x3 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5b/relu_3x3_reduce does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5b/3x3_reduce does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5b/relu_1x1 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5b/1x1 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5a/output_inception_5a/output_0_split does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5a/output does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5a/relu_pool_proj does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5a/pool_proj does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5a/pool does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5a/relu_5x5 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5a/5x5 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5a/relu_5x5_reduce does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5a/5x5_reduce does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5a/relu_3x3 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5a/3x3 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5a/relu_3x3_reduce does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5a/3x3_reduce does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5a/relu_1x1 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_5a/1x1 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] pool4/3x3_s2_pool4/3x3_s2_0_split does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] pool4/3x3_s2 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4e/output does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4e/relu_pool_proj does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4e/pool_proj does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4e/pool does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4e/relu_5x5 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4e/5x5 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4e/relu_5x5_reduce does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4e/5x5_reduce does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4e/relu_3x3 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4e/3x3 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4e/relu_3x3_reduce does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4e/3x3_reduce does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4e/relu_1x1 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4e/1x1 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4d/output_inception_4d/output_0_split does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4d/output does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4d/relu_pool_proj does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4d/pool_proj does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4d/pool does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4d/relu_5x5 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4d/5x5 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4d/relu_5x5_reduce does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4d/5x5_reduce does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4d/relu_3x3 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4d/3x3 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4d/relu_3x3_reduce does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4d/3x3_reduce does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4d/relu_1x1 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4d/1x1 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4c/output_inception_4c/output_0_split does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4c/output does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4c/relu_pool_proj does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4c/pool_proj does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4c/pool does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4c/relu_5x5 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4c/5x5 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4c/relu_5x5_reduce does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4c/5x5_reduce does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4c/relu_3x3 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4c/3x3 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4c/relu_3x3_reduce does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4c/3x3_reduce does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4c/relu_1x1 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4c/1x1 does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4b/output_inception_4b/output_0_split does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4b/output does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4b/relu_pool_proj does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4b/pool_proj does not need backward computation.
I1115 19:27:18.732591 492608 net.cpp:200] inception_4b/pool does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4b/relu_5x5 does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4b/5x5 does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4b/relu_5x5_reduce does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4b/5x5_reduce does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4b/relu_3x3 does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4b/3x3 does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4b/relu_3x3_reduce does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4b/3x3_reduce does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4b/relu_1x1 does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4b/1x1 does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4a/output_inception_4a/output_0_split does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4a/output does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4a/relu_pool_proj does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4a/pool_proj does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4a/pool does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4a/relu_5x5 does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4a/5x5 does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4a/relu_5x5_reduce does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4a/5x5_reduce does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4a/relu_3x3 does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4a/3x3 does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4a/relu_3x3_reduce does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4a/3x3_reduce does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4a/relu_1x1 does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_4a/1x1 does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] pool3/3x3_s2_pool3/3x3_s2_0_split does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] pool3/3x3_s2 does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_3b/output does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_3b/relu_pool_proj does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_3b/pool_proj does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_3b/pool does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_3b/relu_5x5 does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_3b/5x5 does not need backward computation.
I1115 19:27:18.923602 492608 net.cpp:200] inception_3b/relu_5x5_reduce does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3b/5x5_reduce does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3b/relu_3x3 does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3b/3x3 does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3b/relu_3x3_reduce does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3b/3x3_reduce does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3b/relu_1x1 does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3b/1x1 does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3a/output_inception_3a/output_0_split does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3a/output does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3a/relu_pool_proj does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3a/pool_proj does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3a/pool does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3a/relu_5x5 does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3a/5x5 does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3a/relu_5x5_reduce does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3a/5x5_reduce does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3a/relu_3x3 does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3a/3x3 does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3a/relu_3x3_reduce does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3a/3x3_reduce does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3a/relu_1x1 does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] inception_3a/1x1 does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] pool2/3x3_s2_pool2/3x3_s2_0_split does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] pool2/3x3_s2 does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] conv2/norm2 does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] conv2/relu_3x3 does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] conv2/3x3 does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] conv2/relu_3x3_reduce does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] conv2/3x3_reduce does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] pool1/norm1 does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] pool1/3x3_s2 does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] conv1/relu_7x7 does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] conv1/7x7_s2 does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:200] data does not need backward computation.
I1115 19:27:18.924602 492608 net.cpp:242] This network produces output prob
I1115 19:27:18.924602 492608 net.cpp:255] Network initialization done.
I1115 19:27:19.033608 492608 upgrade_proto.cpp:53] Attempting to upgrade input file specified using deprecated V1LayerParameter: caffe_dev/models/bvlc_googlenet/bvlc_googlenet.caffemodel
I1115 19:27:19.157615 492608 upgrade_proto.cpp:61] Successfully upgraded file specified using deprecated V1LayerParameter
I1115 19:27:19.162616 492608 net.cpp:744] Ignoring source layer label_data_1_split
I1115 19:27:19.165616 492608 net.cpp:744] Ignoring source layer loss1/ave_pool
I1115 19:27:19.165616 492608 net.cpp:744] Ignoring source layer loss1/conv
I1115 19:27:19.165616 492608 net.cpp:744] Ignoring source layer loss1/relu_conv
I1115 19:27:19.165616 492608 net.cpp:744] Ignoring source layer loss1/fc
I1115 19:27:19.165616 492608 net.cpp:744] Ignoring source layer loss1/relu_fc
I1115 19:27:19.166615 492608 net.cpp:744] Ignoring source layer loss1/drop_fc
I1115 19:27:19.166615 492608 net.cpp:744] Ignoring source layer loss1/classifier
I1115 19:27:19.166615 492608 net.cpp:744] Ignoring source layer loss1/loss
I1115 19:27:19.171617 492608 net.cpp:744] Ignoring source layer loss2/ave_pool
I1115 19:27:19.171617 492608 net.cpp:744] Ignoring source layer loss2/conv
I1115 19:27:19.171617 492608 net.cpp:744] Ignoring source*** Check failure stack trace: ***
 layer loss2/relu_conv
I1115 19:27:19.171617 492608 net.cpp:744] Ignoring source layer loss2/fc
I1115 19:27:19.171617 492608 net.cpp:744] Ignoring source layer loss2/relu_fc
I1115 19:27:19.171617 492608 net.cpp:744] Ignoring source layer loss2/drop_fc
I1115 19:27:19.171617 492608 net.cpp:744] Ignoring source layer loss2/classifier
I1115 19:27:19.171617 492608 net.cpp:744] Ignoring source layer loss2/loss
I1115 19:27:19.182616 492608 net.cpp:744] Ignoring source layer loss3/loss3
F1115 19:27:21.707762 492608 syncedmem.cpp:71] Check failed: error == cudaSuccess (2 vs. 0)  out of memory

[tux2603]

It's likely that the GT 630 just doesn't have enough vram to hold the model, since it only has 1 or 2 GB depending on the model. There's not really that much that could be done with the code to fix this. You could experiment with using a smaller model, but that's about it