test.log

I0802 11:18:20.718802  6501 caffe.cpp:355] Use GPU with device ID 0
I0802 11:18:20.913601  6501 net.cpp:296] The NetState phase (0) differed from the phase (1) specified by a rule in layer detection_out
I0802 11:18:20.914021  6501 net.cpp:53] Initializing net from parameters: 
name: "MobileNetV2"
state {
  phase: TRAIN
  level: 0
  stage: ""
}
layer {
  name: "data"
  type: "Input"
  top: "data"
  input_param {
    shape {
      dim: 1
      dim: 3
      dim: 352
      dim: 352
    }
  }
}
layer {
  name: "conv1"
  type: "Convolution"
  bottom: "data"
  top: "conv1"
  convolution_param {
    num_output: 32
    bias_term: true
    pad: 1
    kernel_size: 3
    group: 1
    stride: 2
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu1"
  type: "ReLU"
  bottom: "conv1"
  top: "conv1"
}
layer {
  name: "conv2"
  type: "DepthwiseConvolution"
  bottom: "conv1"
  top: "conv2"
  convolution_param {
    num_output: 32
    bias_term: true
    pad: 1
    kernel_size: 3
    group: 32
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu2"
  type: "ReLU"
  bottom: "conv2"
  top: "conv2"
}
layer {
  name: "conv3"
  type: "Convolution"
  bottom: "conv2"
  top: "conv3"
  convolution_param {
    num_output: 16
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "conv4"
  type: "Convolution"
  bottom: "conv3"
  top: "conv4"
  convolution_param {
    num_output: 96
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu3"
  type: "ReLU"
  bottom: "conv4"
  top: "conv4"
}
layer {
  name: "conv5"
  type: "DepthwiseConvolution"
  bottom: "conv4"
  top: "conv5"
  convolution_param {
    num_output: 96
    bias_term: true
    pad: 1
    kernel_size: 3
    group: 96
    stride: 2
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu4"
  type: "ReLU"
  bottom: "conv5"
  top: "conv5"
}
layer {
  name: "conv6"
  type: "Convolution"
  bottom: "conv5"
  top: "conv6"
  convolution_param {
    num_output: 24
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "conv7"
  type: "Convolution"
  bottom: "conv6"
  top: "conv7"
  convolution_param {
    num_output: 144
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu5"
  type: "ReLU"
  bottom: "conv7"
  top: "conv7"
}
layer {
  name: "conv8"
  type: "DepthwiseConvolution"
  bottom: "conv7"
  top: "conv8"
  convolution_param {
    num_output: 144
    bias_term: true
    pad: 1
    kernel_size: 3
    group: 144
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu6"
  type: "ReLU"
  bottom: "conv8"
  top: "conv8"
}
layer {
  name: "conv9"
  type: "Convolution"
  bottom: "conv8"
  top: "conv9"
  convolution_param {
    num_output: 24
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "add1"
  type: "Eltwise"
  bottom: "conv6"
  bottom: "conv9"
  top: "add1"
  eltwise_param {
    operation: SUM
  }
}
layer {
  name: "conv10"
  type: "Convolution"
  bottom: "add1"
  top: "conv10"
  convolution_param {
    num_output: 144
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu7"
  type: "ReLU"
  bottom: "conv10"
  top: "conv10"
}
layer {
  name: "conv11"
  type: "DepthwiseConvolution"
  bottom: "conv10"
  top: "conv11"
  convolution_param {
    num_output: 144
    bias_term: true
    pad: 1
    kernel_size: 3
    group: 144
    stride: 2
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu8"
  type: "ReLU"
  bottom: "conv11"
  top: "conv11"
}
layer {
  name: "conv12"
  type: "Convolution"
  bottom: "conv11"
  top: "conv12"
  convolution_param {
    num_output: 32
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "conv13"
  type: "Convolution"
  bottom: "conv12"
  top: "conv13"
  convolution_param {
    num_output: 192
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu9"
  type: "ReLU"
  bottom: "conv13"
  top: "conv13"
}
layer {
  name: "conv14"
  type: "DepthwiseConvolution"
  bottom: "conv13"
  top: "conv14"
  convolution_param {
    num_output: 192
    bias_term: true
    pad: 1
    kernel_size: 3
    group: 192
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu10"
  type: "ReLU"
  bottom: "conv14"
  top: "conv14"
}
layer {
  name: "conv15"
  type: "Convolution"
  bottom: "conv14"
  top: "conv15"
  convolution_param {
    num_output: 32
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "add2"
  type: "Eltwise"
  bottom: "conv12"
  bottom: "conv15"
  top: "add2"
  eltwise_param {
    operation: SUM
  }
}
layer {
  name: "conv16"
  type: "Convolution"
  bottom: "add2"
  top: "conv16"
  convolution_param {
    num_output: 192
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu11"
  type: "ReLU"
  bottom: "conv16"
  top: "conv16"
}
layer {
  name: "conv17"
  type: "DepthwiseConvolution"
  bottom: "conv16"
  top: "conv17"
  convolution_param {
    num_output: 192
    bias_term: true
    pad: 1
    kernel_size: 3
    group: 192
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu12"
  type: "ReLU"
  bottom: "conv17"
  top: "conv17"
}
layer {
  name: "conv18"
  type: "Convolution"
  bottom: "conv17"
  top: "conv18"
  convolution_param {
    num_output: 32
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "add3"
  type: "Eltwise"
  bottom: "add2"
  bottom: "conv18"
  top: "add3"
  eltwise_param {
    operation: SUM
  }
}
layer {
  name: "conv19"
  type: "Convolution"
  bottom: "add3"
  top: "conv19"
  convolution_param {
    num_output: 192
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu13"
  type: "ReLU"
  bottom: "conv19"
  top: "conv19"
}
layer {
  name: "conv20"
  type: "DepthwiseConvolution"
  bottom: "conv19"
  top: "conv20"
  convolution_param {
    num_output: 192
    bias_term: true
    pad: 1
    kernel_size: 3
    group: 192
    stride: 2
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu14"
  type: "ReLU"
  bottom: "conv20"
  top: "conv20"
}
layer {
  name: "conv21"
  type: "Convolution"
  bottom: "conv20"
  top: "conv21"
  convolution_param {
    num_output: 64
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "conv22"
  type: "Convolution"
  bottom: "conv21"
  top: "conv22"
  convolution_param {
    num_output: 384
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu15"
  type: "ReLU"
  bottom: "conv22"
  top: "conv22"
}
layer {
  name: "conv23"
  type: "DepthwiseConvolution"
  bottom: "conv22"
  top: "conv23"
  convolution_param {
    num_output: 384
    bias_term: true
    pad: 1
    kernel_size: 3
    group: 384
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu16"
  type: "ReLU"
  bottom: "conv23"
  top: "conv23"
}
layer {
  name: "conv24"
  type: "Convolution"
  bottom: "conv23"
  top: "conv24"
  convolution_param {
    num_output: 64
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "add4"
  type: "Eltwise"
  bottom: "conv21"
  bottom: "conv24"
  top: "add4"
  eltwise_param {
    operation: SUM
  }
}
layer {
  name: "conv25"
  type: "Convolution"
  bottom: "add4"
  top: "conv25"
  convolution_param {
    num_output: 384
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu17"
  type: "ReLU"
  bottom: "conv25"
  top: "conv25"
}
layer {
  name: "conv26"
  type: "DepthwiseConvolution"
  bottom: "conv25"
  top: "conv26"
  convolution_param {
    num_output: 384
    bias_term: true
    pad: 1
    kernel_size: 3
    group: 384
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu18"
  type: "ReLU"
  bottom: "conv26"
  top: "conv26"
}
layer {
  name: "conv27"
  type: "Convolution"
  bottom: "conv26"
  top: "conv27"
  convolution_param {
    num_output: 64
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "add5"
  type: "Eltwise"
  bottom: "add4"
  bottom: "conv27"
  top: "add5"
  eltwise_param {
    operation: SUM
  }
}
layer {
  name: "conv28"
  type: "Convolution"
  bottom: "add5"
  top: "conv28"
  convolution_param {
    num_output: 384
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu19"
  type: "ReLU"
  bottom: "conv28"
  top: "conv28"
}
layer {
  name: "conv29"
  type: "DepthwiseConvolution"
  bottom: "conv28"
  top: "conv29"
  convolution_param {
    num_output: 384
    bias_term: true
    pad: 1
    kernel_size: 3
    group: 384
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu20"
  type: "ReLU"
  bottom: "conv29"
  top: "conv29"
}
layer {
  name: "conv30"
  type: "Convolution"
  bottom: "conv29"
  top: "conv30"
  convolution_param {
    num_output: 64
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "add6"
  type: "Eltwise"
  bottom: "add5"
  bottom: "conv30"
  top: "add6"
  eltwise_param {
    operation: SUM
  }
}
layer {
  name: "conv31"
  type: "Convolution"
  bottom: "add6"
  top: "conv31"
  convolution_param {
    num_output: 384
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu21"
  type: "ReLU"
  bottom: "conv31"
  top: "conv31"
}
layer {
  name: "conv32"
  type: "DepthwiseConvolution"
  bottom: "conv31"
  top: "conv32"
  convolution_param {
    num_output: 384
    bias_term: true
    pad: 1
    kernel_size: 3
    group: 384
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu22"
  type: "ReLU"
  bottom: "conv32"
  top: "conv32"
}
layer {
  name: "conv33"
  type: "Convolution"
  bottom: "conv32"
  top: "conv33"
  convolution_param {
    num_output: 96
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "conv34"
  type: "Convolution"
  bottom: "conv33"
  top: "conv34"
  convolution_param {
    num_output: 576
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu23"
  type: "ReLU"
  bottom: "conv34"
  top: "conv34"
}
layer {
  name: "conv35"
  type: "DepthwiseConvolution"
  bottom: "conv34"
  top: "conv35"
  convolution_param {
    num_output: 576
    bias_term: true
    pad: 1
    kernel_size: 3
    group: 576
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu24"
  type: "ReLU"
  bottom: "conv35"
  top: "conv35"
}
layer {
  name: "conv36"
  type: "Convolution"
  bottom: "conv35"
  top: "conv36"
  convolution_param {
    num_output: 96
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "add7"
  type: "Eltwise"
  bottom: "conv33"
  bottom: "conv36"
  top: "add7"
  eltwise_param {
    operation: SUM
  }
}
layer {
  name: "conv37"
  type: "Convolution"
  bottom: "add7"
  top: "conv37"
  convolution_param {
    num_output: 576
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu25"
  type: "ReLU"
  bottom: "conv37"
  top: "conv37"
}
layer {
  name: "conv38"
  type: "DepthwiseConvolution"
  bottom: "conv37"
  top: "conv38"
  convolution_param {
    num_output: 576
    bias_term: true
    pad: 1
    kernel_size: 3
    group: 576
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu26"
  type: "ReLU"
  bottom: "conv38"
  top: "conv38"
}
layer {
  name: "conv39"
  type: "Convolution"
  bottom: "conv38"
  top: "conv39"
  convolution_param {
    num_output: 96
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "add8"
  type: "Eltwise"
  bottom: "add7"
  bottom: "conv39"
  top: "add8"
  eltwise_param {
    operation: SUM
  }
}
layer {
  name: "conv40"
  type: "Convolution"
  bottom: "add8"
  top: "conv40"
  convolution_param {
    num_output: 576
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu27"
  type: "ReLU"
  bottom: "conv40"
  top: "conv40"
}
layer {
  name: "conv41"
  type: "DepthwiseConvolution"
  bottom: "conv40"
  top: "conv41"
  convolution_param {
    num_output: 576
    bias_term: true
    pad: 1
    kernel_size: 3
    group: 576
    stride: 2
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu28"
  type: "ReLU"
  bottom: "conv41"
  top: "conv41"
}
layer {
  name: "conv42"
  type: "Convolution"
  bottom: "conv41"
  top: "conv42"
  convolution_param {
    num_output: 160
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "conv43"
  type: "Convolution"
  bottom: "conv42"
  top: "conv43"
  convolution_param {
    num_output: 960
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu29"
  type: "ReLU"
  bottom: "conv43"
  top: "conv43"
}
layer {
  name: "conv44"
  type: "DepthwiseConvolution"
  bottom: "conv43"
  top: "conv44"
  convolution_param {
    num_output: 960
    bias_term: true
    pad: 1
    kernel_size: 3
    group: 960
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu30"
  type: "ReLU"
  bottom: "conv44"
  top: "conv44"
}
layer {
  name: "conv45"
  type: "Convolution"
  bottom: "conv44"
  top: "conv45"
  convolution_param {
    num_output: 160
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "add9"
  type: "Eltwise"
  bottom: "conv42"
  bottom: "conv45"
  top: "add9"
  eltwise_param {
    operation: SUM
  }
}
layer {
  name: "conv46"
  type: "Convolution"
  bottom: "add9"
  top: "conv46"
  convolution_param {
    num_output: 960
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu31"
  type: "ReLU"
  bottom: "conv46"
  top: "conv46"
}
layer {
  name: "conv47"
  type: "DepthwiseConvolution"
  bottom: "conv46"
  top: "conv47"
  convolution_param {
    num_output: 960
    bias_term: true
    pad: 1
    kernel_size: 3
    group: 960
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu32"
  type: "ReLU"
  bottom: "conv47"
  top: "conv47"
}
layer {
  name: "conv48"
  type: "Convolution"
  bottom: "conv47"
  top: "conv48"
  convolution_param {
    num_output: 160
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "add10"
  type: "Eltwise"
  bottom: "add9"
  bottom: "conv48"
  top: "add10"
  eltwise_param {
    operation: SUM
  }
}
layer {
  name: "conv49"
  type: "Convolution"
  bottom: "add10"
  top: "conv49"
  convolution_param {
    num_output: 960
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu33"
  type: "ReLU"
  bottom: "conv49"
  top: "conv49"
}
layer {
  name: "conv50"
  type: "DepthwiseConvolution"
  bottom: "conv49"
  top: "conv50"
  convolution_param {
    num_output: 960
    bias_term: true
    pad: 1
    kernel_size: 3
    group: 960
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu34"
  type: "ReLU"
  bottom: "conv50"
  top: "conv50"
}
layer {
  name: "conv51"
  type: "Convolution"
  bottom: "conv50"
  top: "conv51"
  convolution_param {
    num_output: 320
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "conv52"
  type: "Convolution"
  bottom: "conv51"
  top: "conv52"
  convolution_param {
    num_output: 1280
    bias_term: true
    pad: 0
    kernel_size: 1
    group: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
}
layer {
  name: "relu35"
  type: "ReLU"
  bottom: "conv52"
  top: "conv52"
}
layer {
  name: "yolo/conv1/dw"
  type: "DepthwiseConvolution"
  bottom: "conv52"
  top: "yolo/conv1/dw"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 1280
    bias_term: true
    pad: 1
    kernel_size: 3
    group: 1280
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    engine: CAFFE
  }
}
layer {
  name: "yolo/conv1/dw/relu"
  type: "ReLU"
  bottom: "yolo/conv1/dw"
  top: "yolo/conv1/dw"
}
layer {
  name: "yolo/conv1"
  type: "Convolution"
  bottom: "yolo/conv1/dw"
  top: "yolo/conv1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 576
    bias_term: true
    kernel_size: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
}
layer {
  name: "yolo/conv1/relu"
  type: "ReLU"
  bottom: "yolo/conv1"
  top: "yolo/conv1"
}
layer {
  name: "upsample"
  type: "Deconvolution"
  bottom: "yolo/conv1"
  top: "upsample"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  convolution_param {
    num_output: 576
    bias_term: false
    pad: 0
    kernel_size: 1
    group: 576
    stride: 2
    weight_filler {
      type: "constant"
      value: 1
    }
  }
}
layer {
  name: "maxpool"
  type: "Pooling"
  bottom: "upsample"
  top: "maxpool"
  pooling_param {
    pool: MAX
    kernel_size: 2
    stride: 1
    pad: 1
  }
}
layer {
  name: "yolo/conv2/dw"
  type: "DepthwiseConvolution"
  bottom: "conv40"
  top: "yolo/conv2/dw"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 576
    bias_term: true
    pad: 1
    kernel_size: 3
    group: 576
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    engine: CAFFE
  }
}
layer {
  name: "yolo/conv2/dw/relu"
  type: "ReLU"
  bottom: "yolo/conv2/dw"
  top: "yolo/conv2/dw"
}
layer {
  name: "yolo/conv2"
  type: "Convolution"
  bottom: "yolo/conv2/dw"
  top: "yolo/conv2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 576
    bias_term: true
    kernel_size: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
}
layer {
  name: "yolo/conv2/relu"
  type: "ReLU"
  bottom: "yolo/conv2"
  top: "yolo/conv2"
}
layer {
  name: "yolo/conv2/sum"
  type: "Eltwise"
  bottom: "maxpool"
  bottom: "yolo/conv2"
  top: "yolo/conv2/sum"
}
layer {
  name: "yolo/conv3/dw"
  type: "DepthwiseConvolution"
  bottom: "yolo/conv2/sum"
  top: "yolo/conv3/dw"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 576
    bias_term: true
    pad: 1
    kernel_size: 3
    group: 576
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    engine: CAFFE
  }
}
layer {
  name: "yolo/conv3/dw/relu"
  type: "ReLU"
  bottom: "yolo/conv3/dw"
  top: "yolo/conv3/dw"
}
layer {
  name: "yolo/conv3"
  type: "Convolution"
  bottom: "yolo/conv3/dw"
  top: "yolo/conv3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 576
    bias_term: true
    kernel_size: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
}
layer {
  name: "yolo/conv3/relu"
  type: "ReLU"
  bottom: "yolo/conv3"
  top: "yolo/conv3"
}
layer {
  name: "yolo/conv4"
  type: "Convolution"
  bottom: "yolo/conv1"
  top: "yolo/conv4"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 75
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      value: 0
    }
  }
}
layer {
  name: "yolo/conv5"
  type: "Convolution"
  bottom: "yolo/conv3"
  top: "yolo/conv5"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 75
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      value: 0
    }
  }
}
I0802 11:18:20.914381  6501 layer_factory.hpp:77] Creating layer data
I0802 11:18:20.914391  6501 net.cpp:86] Creating Layer data
I0802 11:18:20.914394  6501 net.cpp:382] data -> data
I0802 11:18:20.933815  6501 net.cpp:124] Setting up data
I0802 11:18:20.933833  6501 net.cpp:131] Top shape: 1 3 352 352 (371712)
I0802 11:18:20.933836  6501 net.cpp:139] Memory required for data: 1486848
I0802 11:18:20.933856  6501 layer_factory.hpp:77] Creating layer conv1
I0802 11:18:20.933867  6501 net.cpp:86] Creating Layer conv1
I0802 11:18:20.933871  6501 net.cpp:408] conv1 <- data
I0802 11:18:20.933877  6501 net.cpp:382] conv1 -> conv1
I0802 11:18:20.935299  6501 net.cpp:124] Setting up conv1
I0802 11:18:20.935314  6501 net.cpp:131] Top shape: 1 32 176 176 (991232)
I0802 11:18:20.935317  6501 net.cpp:139] Memory required for data: 5451776
I0802 11:18:20.935348  6501 layer_factory.hpp:77] Creating layer relu1
I0802 11:18:20.935355  6501 net.cpp:86] Creating Layer relu1
I0802 11:18:20.935359  6501 net.cpp:408] relu1 <- conv1
I0802 11:18:20.935364  6501 net.cpp:369] relu1 -> conv1 (in-place)
I0802 11:18:20.935369  6501 net.cpp:124] Setting up relu1
I0802 11:18:20.935396  6501 net.cpp:131] Top shape: 1 32 176 176 (991232)
I0802 11:18:20.935400  6501 net.cpp:139] Memory required for data: 9416704
I0802 11:18:20.935401  6501 layer_factory.hpp:77] Creating layer conv2
I0802 11:18:20.935408  6501 net.cpp:86] Creating Layer conv2
I0802 11:18:20.935411  6501 net.cpp:408] conv2 <- conv1
I0802 11:18:20.935415  6501 net.cpp:382] conv2 -> conv2
I0802 11:18:20.935683  6501 net.cpp:124] Setting up conv2
I0802 11:18:20.935689  6501 net.cpp:131] Top shape: 1 32 176 176 (991232)
I0802 11:18:20.935693  6501 net.cpp:139] Memory required for data: 13381632
I0802 11:18:20.935711  6501 layer_factory.hpp:77] Creating layer relu2
I0802 11:18:20.935717  6501 net.cpp:86] Creating Layer relu2
I0802 11:18:20.935720  6501 net.cpp:408] relu2 <- conv2
I0802 11:18:20.935724  6501 net.cpp:369] relu2 -> conv2 (in-place)
I0802 11:18:20.935727  6501 net.cpp:124] Setting up relu2
I0802 11:18:20.935731  6501 net.cpp:131] Top shape: 1 32 176 176 (991232)
I0802 11:18:20.935734  6501 net.cpp:139] Memory required for data: 17346560
I0802 11:18:20.935736  6501 layer_factory.hpp:77] Creating layer conv3
I0802 11:18:20.935742  6501 net.cpp:86] Creating Layer conv3
I0802 11:18:20.935745  6501 net.cpp:408] conv3 <- conv2
I0802 11:18:20.935750  6501 net.cpp:382] conv3 -> conv3
I0802 11:18:20.935976  6501 net.cpp:124] Setting up conv3
I0802 11:18:20.935982  6501 net.cpp:131] Top shape: 1 16 176 176 (495616)
I0802 11:18:20.935986  6501 net.cpp:139] Memory required for data: 19329024
I0802 11:18:20.935992  6501 layer_factory.hpp:77] Creating layer conv4
I0802 11:18:20.935997  6501 net.cpp:86] Creating Layer conv4
I0802 11:18:20.936000  6501 net.cpp:408] conv4 <- conv3
I0802 11:18:20.936043  6501 net.cpp:382] conv4 -> conv4
I0802 11:18:20.936815  6501 net.cpp:124] Setting up conv4
I0802 11:18:20.936827  6501 net.cpp:131] Top shape: 1 96 176 176 (2973696)
I0802 11:18:20.936830  6501 net.cpp:139] Memory required for data: 31223808
I0802 11:18:20.936834  6501 layer_factory.hpp:77] Creating layer relu3
I0802 11:18:20.936841  6501 net.cpp:86] Creating Layer relu3
I0802 11:18:20.936843  6501 net.cpp:408] relu3 <- conv4
I0802 11:18:20.936847  6501 net.cpp:369] relu3 -> conv4 (in-place)
I0802 11:18:20.936852  6501 net.cpp:124] Setting up relu3
I0802 11:18:20.936880  6501 net.cpp:131] Top shape: 1 96 176 176 (2973696)
I0802 11:18:20.936883  6501 net.cpp:139] Memory required for data: 43118592
I0802 11:18:20.936885  6501 layer_factory.hpp:77] Creating layer conv5
I0802 11:18:20.936892  6501 net.cpp:86] Creating Layer conv5
I0802 11:18:20.936897  6501 net.cpp:408] conv5 <- conv4
I0802 11:18:20.936902  6501 net.cpp:382] conv5 -> conv5
I0802 11:18:20.937726  6501 net.cpp:124] Setting up conv5
I0802 11:18:20.937738  6501 net.cpp:131] Top shape: 1 96 88 88 (743424)
I0802 11:18:20.937741  6501 net.cpp:139] Memory required for data: 46092288
I0802 11:18:20.937747  6501 layer_factory.hpp:77] Creating layer relu4
I0802 11:18:20.937752  6501 net.cpp:86] Creating Layer relu4
I0802 11:18:20.937755  6501 net.cpp:408] relu4 <- conv5
I0802 11:18:20.937759  6501 net.cpp:369] relu4 -> conv5 (in-place)
I0802 11:18:20.937763  6501 net.cpp:124] Setting up relu4
I0802 11:18:20.937767  6501 net.cpp:131] Top shape: 1 96 88 88 (743424)
I0802 11:18:20.937768  6501 net.cpp:139] Memory required for data: 49065984
I0802 11:18:20.937794  6501 layer_factory.hpp:77] Creating layer conv6
I0802 11:18:20.937801  6501 net.cpp:86] Creating Layer conv6
I0802 11:18:20.937806  6501 net.cpp:408] conv6 <- conv5
I0802 11:18:20.937810  6501 net.cpp:382] conv6 -> conv6
I0802 11:18:20.938038  6501 net.cpp:124] Setting up conv6
I0802 11:18:20.938043  6501 net.cpp:131] Top shape: 1 24 88 88 (185856)
I0802 11:18:20.938046  6501 net.cpp:139] Memory required for data: 49809408
I0802 11:18:20.938050  6501 layer_factory.hpp:77] Creating layer conv6_conv6_0_split
I0802 11:18:20.938073  6501 net.cpp:86] Creating Layer conv6_conv6_0_split
I0802 11:18:20.938076  6501 net.cpp:408] conv6_conv6_0_split <- conv6
I0802 11:18:20.938081  6501 net.cpp:382] conv6_conv6_0_split -> conv6_conv6_0_split_0
I0802 11:18:20.938084  6501 net.cpp:382] conv6_conv6_0_split -> conv6_conv6_0_split_1
I0802 11:18:20.938109  6501 net.cpp:124] Setting up conv6_conv6_0_split
I0802 11:18:20.938138  6501 net.cpp:131] Top shape: 1 24 88 88 (185856)
I0802 11:18:20.938143  6501 net.cpp:131] Top shape: 1 24 88 88 (185856)
I0802 11:18:20.938144  6501 net.cpp:139] Memory required for data: 51296256
I0802 11:18:20.938148  6501 layer_factory.hpp:77] Creating layer conv7
I0802 11:18:20.938154  6501 net.cpp:86] Creating Layer conv7
I0802 11:18:20.938158  6501 net.cpp:408] conv7 <- conv6_conv6_0_split_0
I0802 11:18:20.938163  6501 net.cpp:382] conv7 -> conv7
I0802 11:18:20.938344  6501 net.cpp:124] Setting up conv7
I0802 11:18:20.938349  6501 net.cpp:131] Top shape: 1 144 88 88 (1115136)
I0802 11:18:20.938352  6501 net.cpp:139] Memory required for data: 55756800
I0802 11:18:20.938355  6501 layer_factory.hpp:77] Creating layer relu5
I0802 11:18:20.938359  6501 net.cpp:86] Creating Layer relu5
I0802 11:18:20.938362  6501 net.cpp:408] relu5 <- conv7
I0802 11:18:20.938366  6501 net.cpp:369] relu5 -> conv7 (in-place)
I0802 11:18:20.938369  6501 net.cpp:124] Setting up relu5
I0802 11:18:20.938372  6501 net.cpp:131] Top shape: 1 144 88 88 (1115136)
I0802 11:18:20.938375  6501 net.cpp:139] Memory required for data: 60217344
I0802 11:18:20.938378  6501 layer_factory.hpp:77] Creating layer conv8
I0802 11:18:20.938383  6501 net.cpp:86] Creating Layer conv8
I0802 11:18:20.938387  6501 net.cpp:408] conv8 <- conv7
I0802 11:18:20.938406  6501 net.cpp:382] conv8 -> conv8
I0802 11:18:20.938580  6501 net.cpp:124] Setting up conv8
I0802 11:18:20.938585  6501 net.cpp:131] Top shape: 1 144 88 88 (1115136)
I0802 11:18:20.938616  6501 net.cpp:139] Memory required for data: 64677888
I0802 11:18:20.938621  6501 layer_factory.hpp:77] Creating layer relu6
I0802 11:18:20.938624  6501 net.cpp:86] Creating Layer relu6
I0802 11:18:20.938627  6501 net.cpp:408] relu6 <- conv8
I0802 11:18:20.938632  6501 net.cpp:369] relu6 -> conv8 (in-place)
I0802 11:18:20.938635  6501 net.cpp:124] Setting up relu6
I0802 11:18:20.938639  6501 net.cpp:131] Top shape: 1 144 88 88 (1115136)
I0802 11:18:20.938642  6501 net.cpp:139] Memory required for data: 69138432
I0802 11:18:20.938645  6501 layer_factory.hpp:77] Creating layer conv9
I0802 11:18:20.938650  6501 net.cpp:86] Creating Layer conv9
I0802 11:18:20.938653  6501 net.cpp:408] conv9 <- conv8
I0802 11:18:20.938659  6501 net.cpp:382] conv9 -> conv9
I0802 11:18:20.938876  6501 net.cpp:124] Setting up conv9
I0802 11:18:20.938882  6501 net.cpp:131] Top shape: 1 24 88 88 (185856)
I0802 11:18:20.938884  6501 net.cpp:139] Memory required for data: 69881856
I0802 11:18:20.938889  6501 layer_factory.hpp:77] Creating layer add1
I0802 11:18:20.938894  6501 net.cpp:86] Creating Layer add1
I0802 11:18:20.938897  6501 net.cpp:408] add1 <- conv6_conv6_0_split_1
I0802 11:18:20.938900  6501 net.cpp:408] add1 <- conv9
I0802 11:18:20.938905  6501 net.cpp:382] add1 -> add1
I0802 11:18:20.938936  6501 net.cpp:124] Setting up add1
I0802 11:18:20.938941  6501 net.cpp:131] Top shape: 1 24 88 88 (185856)
I0802 11:18:20.938944  6501 net.cpp:139] Memory required for data: 70625280
I0802 11:18:20.938947  6501 layer_factory.hpp:77] Creating layer conv10
I0802 11:18:20.938953  6501 net.cpp:86] Creating Layer conv10
I0802 11:18:20.938956  6501 net.cpp:408] conv10 <- add1
I0802 11:18:20.938961  6501 net.cpp:382] conv10 -> conv10
I0802 11:18:20.939172  6501 net.cpp:124] Setting up conv10
I0802 11:18:20.939178  6501 net.cpp:131] Top shape: 1 144 88 88 (1115136)
I0802 11:18:20.939182  6501 net.cpp:139] Memory required for data: 75085824
I0802 11:18:20.939185  6501 layer_factory.hpp:77] Creating layer relu7
I0802 11:18:20.939189  6501 net.cpp:86] Creating Layer relu7
I0802 11:18:20.939191  6501 net.cpp:408] relu7 <- conv10
I0802 11:18:20.939195  6501 net.cpp:369] relu7 -> conv10 (in-place)
I0802 11:18:20.939198  6501 net.cpp:124] Setting up relu7
I0802 11:18:20.939222  6501 net.cpp:131] Top shape: 1 144 88 88 (1115136)
I0802 11:18:20.939224  6501 net.cpp:139] Memory required for data: 79546368
I0802 11:18:20.939227  6501 layer_factory.hpp:77] Creating layer conv11
I0802 11:18:20.939234  6501 net.cpp:86] Creating Layer conv11
I0802 11:18:20.939236  6501 net.cpp:408] conv11 <- conv10
I0802 11:18:20.939241  6501 net.cpp:382] conv11 -> conv11
I0802 11:18:20.939409  6501 net.cpp:124] Setting up conv11
I0802 11:18:20.939414  6501 net.cpp:131] Top shape: 1 144 44 44 (278784)
I0802 11:18:20.939430  6501 net.cpp:139] Memory required for data: 80661504
I0802 11:18:20.939435  6501 layer_factory.hpp:77] Creating layer relu8
I0802 11:18:20.939438  6501 net.cpp:86] Creating Layer relu8
I0802 11:18:20.939441  6501 net.cpp:408] relu8 <- conv11
I0802 11:18:20.939445  6501 net.cpp:369] relu8 -> conv11 (in-place)
I0802 11:18:20.939448  6501 net.cpp:124] Setting up relu8
I0802 11:18:20.939451  6501 net.cpp:131] Top shape: 1 144 44 44 (278784)
I0802 11:18:20.939455  6501 net.cpp:139] Memory required for data: 81776640
I0802 11:18:20.939456  6501 layer_factory.hpp:77] Creating layer conv12
I0802 11:18:20.939462  6501 net.cpp:86] Creating Layer conv12
I0802 11:18:20.939466  6501 net.cpp:408] conv12 <- conv11
I0802 11:18:20.939471  6501 net.cpp:382] conv12 -> conv12
I0802 11:18:20.939668  6501 net.cpp:124] Setting up conv12
I0802 11:18:20.939673  6501 net.cpp:131] Top shape: 1 32 44 44 (61952)
I0802 11:18:20.939677  6501 net.cpp:139] Memory required for data: 82024448
I0802 11:18:20.939680  6501 layer_factory.hpp:77] Creating layer conv12_conv12_0_split
I0802 11:18:20.939684  6501 net.cpp:86] Creating Layer conv12_conv12_0_split
I0802 11:18:20.939687  6501 net.cpp:408] conv12_conv12_0_split <- conv12
I0802 11:18:20.939690  6501 net.cpp:382] conv12_conv12_0_split -> conv12_conv12_0_split_0
I0802 11:18:20.939718  6501 net.cpp:382] conv12_conv12_0_split -> conv12_conv12_0_split_1
I0802 11:18:20.939744  6501 net.cpp:124] Setting up conv12_conv12_0_split
I0802 11:18:20.939750  6501 net.cpp:131] Top shape: 1 32 44 44 (61952)
I0802 11:18:20.939754  6501 net.cpp:131] Top shape: 1 32 44 44 (61952)
I0802 11:18:20.939756  6501 net.cpp:139] Memory required for data: 82520064
I0802 11:18:20.939759  6501 layer_factory.hpp:77] Creating layer conv13
I0802 11:18:20.939779  6501 net.cpp:86] Creating Layer conv13
I0802 11:18:20.939782  6501 net.cpp:408] conv13 <- conv12_conv12_0_split_0
I0802 11:18:20.939786  6501 net.cpp:382] conv13 -> conv13
I0802 11:18:20.940024  6501 net.cpp:124] Setting up conv13
I0802 11:18:20.940030  6501 net.cpp:131] Top shape: 1 192 44 44 (371712)
I0802 11:18:20.940033  6501 net.cpp:139] Memory required for data: 84006912
I0802 11:18:20.940037  6501 layer_factory.hpp:77] Creating layer relu9
I0802 11:18:20.940042  6501 net.cpp:86] Creating Layer relu9
I0802 11:18:20.940043  6501 net.cpp:408] relu9 <- conv13
I0802 11:18:20.940047  6501 net.cpp:369] relu9 -> conv13 (in-place)
I0802 11:18:20.940050  6501 net.cpp:124] Setting up relu9
I0802 11:18:20.940053  6501 net.cpp:131] Top shape: 1 192 44 44 (371712)
I0802 11:18:20.940057  6501 net.cpp:139] Memory required for data: 85493760
I0802 11:18:20.940058  6501 layer_factory.hpp:77] Creating layer conv14
I0802 11:18:20.940064  6501 net.cpp:86] Creating Layer conv14
I0802 11:18:20.940080  6501 net.cpp:408] conv14 <- conv13
I0802 11:18:20.940085  6501 net.cpp:382] conv14 -> conv14
I0802 11:18:20.940291  6501 net.cpp:124] Setting up conv14
I0802 11:18:20.940297  6501 net.cpp:131] Top shape: 1 192 44 44 (371712)
I0802 11:18:20.940300  6501 net.cpp:139] Memory required for data: 86980608
I0802 11:18:20.940304  6501 layer_factory.hpp:77] Creating layer relu10
I0802 11:18:20.940309  6501 net.cpp:86] Creating Layer relu10
I0802 11:18:20.940311  6501 net.cpp:408] relu10 <- conv14
I0802 11:18:20.940315  6501 net.cpp:369] relu10 -> conv14 (in-place)
I0802 11:18:20.940318  6501 net.cpp:124] Setting up relu10
I0802 11:18:20.940321  6501 net.cpp:131] Top shape: 1 192 44 44 (371712)
I0802 11:18:20.940325  6501 net.cpp:139] Memory required for data: 88467456
I0802 11:18:20.940326  6501 layer_factory.hpp:77] Creating layer conv15
I0802 11:18:20.940344  6501 net.cpp:86] Creating Layer conv15
I0802 11:18:20.940347  6501 net.cpp:408] conv15 <- conv14
I0802 11:18:20.940351  6501 net.cpp:382] conv15 -> conv15
I0802 11:18:20.940577  6501 net.cpp:124] Setting up conv15
I0802 11:18:20.940582  6501 net.cpp:131] Top shape: 1 32 44 44 (61952)
I0802 11:18:20.940598  6501 net.cpp:139] Memory required for data: 88715264
I0802 11:18:20.940600  6501 layer_factory.hpp:77] Creating layer add2
I0802 11:18:20.940605  6501 net.cpp:86] Creating Layer add2
I0802 11:18:20.940608  6501 net.cpp:408] add2 <- conv12_conv12_0_split_1
I0802 11:18:20.940611  6501 net.cpp:408] add2 <- conv15
I0802 11:18:20.940615  6501 net.cpp:382] add2 -> add2
I0802 11:18:20.940630  6501 net.cpp:124] Setting up add2
I0802 11:18:20.940636  6501 net.cpp:131] Top shape: 1 32 44 44 (61952)
I0802 11:18:20.940639  6501 net.cpp:139] Memory required for data: 88963072
I0802 11:18:20.940641  6501 layer_factory.hpp:77] Creating layer add2_add2_0_split
I0802 11:18:20.940645  6501 net.cpp:86] Creating Layer add2_add2_0_split
I0802 11:18:20.940649  6501 net.cpp:408] add2_add2_0_split <- add2
I0802 11:18:20.940651  6501 net.cpp:382] add2_add2_0_split -> add2_add2_0_split_0
I0802 11:18:20.940657  6501 net.cpp:382] add2_add2_0_split -> add2_add2_0_split_1
I0802 11:18:20.940680  6501 net.cpp:124] Setting up add2_add2_0_split
I0802 11:18:20.940685  6501 net.cpp:131] Top shape: 1 32 44 44 (61952)
I0802 11:18:20.940688  6501 net.cpp:131] Top shape: 1 32 44 44 (61952)
I0802 11:18:20.940691  6501 net.cpp:139] Memory required for data: 89458688
I0802 11:18:20.940706  6501 layer_factory.hpp:77] Creating layer conv16
I0802 11:18:20.940712  6501 net.cpp:86] Creating Layer conv16
I0802 11:18:20.940734  6501 net.cpp:408] conv16 <- add2_add2_0_split_0
I0802 11:18:20.940739  6501 net.cpp:382] conv16 -> conv16
I0802 11:18:20.940938  6501 net.cpp:124] Setting up conv16
I0802 11:18:20.940944  6501 net.cpp:131] Top shape: 1 192 44 44 (371712)
I0802 11:18:20.940959  6501 net.cpp:139] Memory required for data: 90945536
I0802 11:18:20.940963  6501 layer_factory.hpp:77] Creating layer relu11
I0802 11:18:20.940973  6501 net.cpp:86] Creating Layer relu11
I0802 11:18:20.940975  6501 net.cpp:408] relu11 <- conv16
I0802 11:18:20.940979  6501 net.cpp:369] relu11 -> conv16 (in-place)
I0802 11:18:20.940984  6501 net.cpp:124] Setting up relu11
I0802 11:18:20.940986  6501 net.cpp:131] Top shape: 1 192 44 44 (371712)
I0802 11:18:20.940989  6501 net.cpp:139] Memory required for data: 92432384
I0802 11:18:20.940992  6501 layer_factory.hpp:77] Creating layer conv17
I0802 11:18:20.940997  6501 net.cpp:86] Creating Layer conv17
I0802 11:18:20.941000  6501 net.cpp:408] conv17 <- conv16
I0802 11:18:20.941004  6501 net.cpp:382] conv17 -> conv17
I0802 11:18:20.941175  6501 net.cpp:124] Setting up conv17
I0802 11:18:20.941181  6501 net.cpp:131] Top shape: 1 192 44 44 (371712)
I0802 11:18:20.941184  6501 net.cpp:139] Memory required for data: 93919232
I0802 11:18:20.941190  6501 layer_factory.hpp:77] Creating layer relu12
I0802 11:18:20.941195  6501 net.cpp:86] Creating Layer relu12
I0802 11:18:20.941198  6501 net.cpp:408] relu12 <- conv17
I0802 11:18:20.941201  6501 net.cpp:369] relu12 -> conv17 (in-place)
I0802 11:18:20.941205  6501 net.cpp:124] Setting up relu12
I0802 11:18:20.941208  6501 net.cpp:131] Top shape: 1 192 44 44 (371712)
I0802 11:18:20.941211  6501 net.cpp:139] Memory required for data: 95406080
I0802 11:18:20.941215  6501 layer_factory.hpp:77] Creating layer conv18
I0802 11:18:20.941220  6501 net.cpp:86] Creating Layer conv18
I0802 11:18:20.941223  6501 net.cpp:408] conv18 <- conv17
I0802 11:18:20.941226  6501 net.cpp:382] conv18 -> conv18
I0802 11:18:20.941431  6501 net.cpp:124] Setting up conv18
I0802 11:18:20.941437  6501 net.cpp:131] Top shape: 1 32 44 44 (61952)
I0802 11:18:20.941440  6501 net.cpp:139] Memory required for data: 95653888
I0802 11:18:20.941444  6501 layer_factory.hpp:77] Creating layer add3
I0802 11:18:20.941449  6501 net.cpp:86] Creating Layer add3
I0802 11:18:20.941453  6501 net.cpp:408] add3 <- add2_add2_0_split_1
I0802 11:18:20.941457  6501 net.cpp:408] add3 <- conv18
I0802 11:18:20.941460  6501 net.cpp:382] add3 -> add3
I0802 11:18:20.941476  6501 net.cpp:124] Setting up add3
I0802 11:18:20.941481  6501 net.cpp:131] Top shape: 1 32 44 44 (61952)
I0802 11:18:20.941484  6501 net.cpp:139] Memory required for data: 95901696
I0802 11:18:20.941486  6501 layer_factory.hpp:77] Creating layer conv19
I0802 11:18:20.941493  6501 net.cpp:86] Creating Layer conv19
I0802 11:18:20.941495  6501 net.cpp:408] conv19 <- add3
I0802 11:18:20.941500  6501 net.cpp:382] conv19 -> conv19
I0802 11:18:20.941694  6501 net.cpp:124] Setting up conv19
I0802 11:18:20.941699  6501 net.cpp:131] Top shape: 1 192 44 44 (371712)
I0802 11:18:20.941701  6501 net.cpp:139] Memory required for data: 97388544
I0802 11:18:20.941705  6501 layer_factory.hpp:77] Creating layer relu13
I0802 11:18:20.941709  6501 net.cpp:86] Creating Layer relu13
I0802 11:18:20.941712  6501 net.cpp:408] relu13 <- conv19
I0802 11:18:20.941717  6501 net.cpp:369] relu13 -> conv19 (in-place)
I0802 11:18:20.941722  6501 net.cpp:124] Setting up relu13
I0802 11:18:20.941725  6501 net.cpp:131] Top shape: 1 192 44 44 (371712)
I0802 11:18:20.941728  6501 net.cpp:139] Memory required for data: 98875392
I0802 11:18:20.941730  6501 layer_factory.hpp:77] Creating layer conv20
I0802 11:18:20.941735  6501 net.cpp:86] Creating Layer conv20
I0802 11:18:20.941737  6501 net.cpp:408] conv20 <- conv19
I0802 11:18:20.941742  6501 net.cpp:382] conv20 -> conv20
I0802 11:18:20.941920  6501 net.cpp:124] Setting up conv20
I0802 11:18:20.941926  6501 net.cpp:131] Top shape: 1 192 22 22 (92928)
I0802 11:18:20.941927  6501 net.cpp:139] Memory required for data: 99247104
I0802 11:18:20.941931  6501 layer_factory.hpp:77] Creating layer relu14
I0802 11:18:20.941944  6501 net.cpp:86] Creating Layer relu14
I0802 11:18:20.941948  6501 net.cpp:408] relu14 <- conv20
I0802 11:18:20.941951  6501 net.cpp:369] relu14 -> conv20 (in-place)
I0802 11:18:20.941956  6501 net.cpp:124] Setting up relu14
I0802 11:18:20.941958  6501 net.cpp:131] Top shape: 1 192 22 22 (92928)
I0802 11:18:20.941962  6501 net.cpp:139] Memory required for data: 99618816
I0802 11:18:20.941964  6501 layer_factory.hpp:77] Creating layer conv21
I0802 11:18:20.941969  6501 net.cpp:86] Creating Layer conv21
I0802 11:18:20.941972  6501 net.cpp:408] conv21 <- conv20
I0802 11:18:20.941977  6501 net.cpp:382] conv21 -> conv21
I0802 11:18:20.942217  6501 net.cpp:124] Setting up conv21
I0802 11:18:20.942224  6501 net.cpp:131] Top shape: 1 64 22 22 (30976)
I0802 11:18:20.942226  6501 net.cpp:139] Memory required for data: 99742720
I0802 11:18:20.942229  6501 layer_factory.hpp:77] Creating layer conv21_conv21_0_split
I0802 11:18:20.942234  6501 net.cpp:86] Creating Layer conv21_conv21_0_split
I0802 11:18:20.942236  6501 net.cpp:408] conv21_conv21_0_split <- conv21
I0802 11:18:20.942240  6501 net.cpp:382] conv21_conv21_0_split -> conv21_conv21_0_split_0
I0802 11:18:20.942245  6501 net.cpp:382] conv21_conv21_0_split -> conv21_conv21_0_split_1
I0802 11:18:20.942270  6501 net.cpp:124] Setting up conv21_conv21_0_split
I0802 11:18:20.942276  6501 net.cpp:131] Top shape: 1 64 22 22 (30976)
I0802 11:18:20.942278  6501 net.cpp:131] Top shape: 1 64 22 22 (30976)
I0802 11:18:20.942281  6501 net.cpp:139] Memory required for data: 99990528
I0802 11:18:20.942284  6501 layer_factory.hpp:77] Creating layer conv22
I0802 11:18:20.942291  6501 net.cpp:86] Creating Layer conv22
I0802 11:18:20.942294  6501 net.cpp:408] conv22 <- conv21_conv21_0_split_0
I0802 11:18:20.942299  6501 net.cpp:382] conv22 -> conv22
I0802 11:18:20.942613  6501 net.cpp:124] Setting up conv22
I0802 11:18:20.942620  6501 net.cpp:131] Top shape: 1 384 22 22 (185856)
I0802 11:18:20.942622  6501 net.cpp:139] Memory required for data: 100733952
I0802 11:18:20.942626  6501 layer_factory.hpp:77] Creating layer relu15
I0802 11:18:20.942631  6501 net.cpp:86] Creating Layer relu15
I0802 11:18:20.942632  6501 net.cpp:408] relu15 <- conv22
I0802 11:18:20.942637  6501 net.cpp:369] relu15 -> conv22 (in-place)
I0802 11:18:20.942641  6501 net.cpp:124] Setting up relu15
I0802 11:18:20.942644  6501 net.cpp:131] Top shape: 1 384 22 22 (185856)
I0802 11:18:20.942647  6501 net.cpp:139] Memory required for data: 101477376
I0802 11:18:20.942651  6501 layer_factory.hpp:77] Creating layer conv23
I0802 11:18:20.942656  6501 net.cpp:86] Creating Layer conv23
I0802 11:18:20.942659  6501 net.cpp:408] conv23 <- conv22
I0802 11:18:20.942663  6501 net.cpp:382] conv23 -> conv23
I0802 11:18:20.942844  6501 net.cpp:124] Setting up conv23
I0802 11:18:20.942850  6501 net.cpp:131] Top shape: 1 384 22 22 (185856)
I0802 11:18:20.942853  6501 net.cpp:139] Memory required for data: 102220800
I0802 11:18:20.942857  6501 layer_factory.hpp:77] Creating layer relu16
I0802 11:18:20.942862  6501 net.cpp:86] Creating Layer relu16
I0802 11:18:20.942865  6501 net.cpp:408] relu16 <- conv23
I0802 11:18:20.942869  6501 net.cpp:369] relu16 -> conv23 (in-place)
I0802 11:18:20.942873  6501 net.cpp:124] Setting up relu16
I0802 11:18:20.942875  6501 net.cpp:131] Top shape: 1 384 22 22 (185856)
I0802 11:18:20.942878  6501 net.cpp:139] Memory required for data: 102964224
I0802 11:18:20.942881  6501 layer_factory.hpp:77] Creating layer conv24
I0802 11:18:20.942886  6501 net.cpp:86] Creating Layer conv24
I0802 11:18:20.942889  6501 net.cpp:408] conv24 <- conv23
I0802 11:18:20.942893  6501 net.cpp:382] conv24 -> conv24
I0802 11:18:20.943209  6501 net.cpp:124] Setting up conv24
I0802 11:18:20.943215  6501 net.cpp:131] Top shape: 1 64 22 22 (30976)
I0802 11:18:20.943218  6501 net.cpp:139] Memory required for data: 103088128
I0802 11:18:20.943222  6501 layer_factory.hpp:77] Creating layer add4
I0802 11:18:20.943226  6501 net.cpp:86] Creating Layer add4
I0802 11:18:20.943229  6501 net.cpp:408] add4 <- conv21_conv21_0_split_1
I0802 11:18:20.943239  6501 net.cpp:408] add4 <- conv24
I0802 11:18:20.943245  6501 net.cpp:382] add4 -> add4
I0802 11:18:20.943261  6501 net.cpp:124] Setting up add4
I0802 11:18:20.943266  6501 net.cpp:131] Top shape: 1 64 22 22 (30976)
I0802 11:18:20.943269  6501 net.cpp:139] Memory required for data: 103212032
I0802 11:18:20.943271  6501 layer_factory.hpp:77] Creating layer add4_add4_0_split
I0802 11:18:20.943275  6501 net.cpp:86] Creating Layer add4_add4_0_split
I0802 11:18:20.943279  6501 net.cpp:408] add4_add4_0_split <- add4
I0802 11:18:20.943284  6501 net.cpp:382] add4_add4_0_split -> add4_add4_0_split_0
I0802 11:18:20.943287  6501 net.cpp:382] add4_add4_0_split -> add4_add4_0_split_1
I0802 11:18:20.943311  6501 net.cpp:124] Setting up add4_add4_0_split
I0802 11:18:20.943316  6501 net.cpp:131] Top shape: 1 64 22 22 (30976)
I0802 11:18:20.943320  6501 net.cpp:131] Top shape: 1 64 22 22 (30976)
I0802 11:18:20.943322  6501 net.cpp:139] Memory required for data: 103459840
I0802 11:18:20.943325  6501 layer_factory.hpp:77] Creating layer conv25
I0802 11:18:20.943331  6501 net.cpp:86] Creating Layer conv25
I0802 11:18:20.943336  6501 net.cpp:408] conv25 <- add4_add4_0_split_0
I0802 11:18:20.943339  6501 net.cpp:382] conv25 -> conv25
I0802 11:18:20.943647  6501 net.cpp:124] Setting up conv25
I0802 11:18:20.943652  6501 net.cpp:131] Top shape: 1 384 22 22 (185856)
I0802 11:18:20.943655  6501 net.cpp:139] Memory required for data: 104203264
I0802 11:18:20.943660  6501 layer_factory.hpp:77] Creating layer relu17
I0802 11:18:20.943665  6501 net.cpp:86] Creating Layer relu17
I0802 11:18:20.943668  6501 net.cpp:408] relu17 <- conv25
I0802 11:18:20.943672  6501 net.cpp:369] relu17 -> conv25 (in-place)
I0802 11:18:20.943675  6501 net.cpp:124] Setting up relu17
I0802 11:18:20.943680  6501 net.cpp:131] Top shape: 1 384 22 22 (185856)
I0802 11:18:20.943681  6501 net.cpp:139] Memory required for data: 104946688
I0802 11:18:20.943684  6501 layer_factory.hpp:77] Creating layer conv26
I0802 11:18:20.943689  6501 net.cpp:86] Creating Layer conv26
I0802 11:18:20.943692  6501 net.cpp:408] conv26 <- conv25
I0802 11:18:20.943696  6501 net.cpp:382] conv26 -> conv26
I0802 11:18:20.943876  6501 net.cpp:124] Setting up conv26
I0802 11:18:20.943881  6501 net.cpp:131] Top shape: 1 384 22 22 (185856)
I0802 11:18:20.943884  6501 net.cpp:139] Memory required for data: 105690112
I0802 11:18:20.943888  6501 layer_factory.hpp:77] Creating layer relu18
I0802 11:18:20.943892  6501 net.cpp:86] Creating Layer relu18
I0802 11:18:20.943895  6501 net.cpp:408] relu18 <- conv26
I0802 11:18:20.943899  6501 net.cpp:369] relu18 -> conv26 (in-place)
I0802 11:18:20.943902  6501 net.cpp:124] Setting up relu18
I0802 11:18:20.943907  6501 net.cpp:131] Top shape: 1 384 22 22 (185856)
I0802 11:18:20.943908  6501 net.cpp:139] Memory required for data: 106433536
I0802 11:18:20.943912  6501 layer_factory.hpp:77] Creating layer conv27
I0802 11:18:20.943917  6501 net.cpp:86] Creating Layer conv27
I0802 11:18:20.943919  6501 net.cpp:408] conv27 <- conv26
I0802 11:18:20.943923  6501 net.cpp:382] conv27 -> conv27
I0802 11:18:20.944242  6501 net.cpp:124] Setting up conv27
I0802 11:18:20.944247  6501 net.cpp:131] Top shape: 1 64 22 22 (30976)
I0802 11:18:20.944264  6501 net.cpp:139] Memory required for data: 106557440
I0802 11:18:20.944267  6501 layer_factory.hpp:77] Creating layer add5
I0802 11:18:20.944272  6501 net.cpp:86] Creating Layer add5
I0802 11:18:20.944275  6501 net.cpp:408] add5 <- add4_add4_0_split_1
I0802 11:18:20.944278  6501 net.cpp:408] add5 <- conv27
I0802 11:18:20.944294  6501 net.cpp:382] add5 -> add5
I0802 11:18:20.944325  6501 net.cpp:124] Setting up add5
I0802 11:18:20.944329  6501 net.cpp:131] Top shape: 1 64 22 22 (30976)
I0802 11:18:20.944332  6501 net.cpp:139] Memory required for data: 106681344
I0802 11:18:20.944347  6501 layer_factory.hpp:77] Creating layer add5_add5_0_split
I0802 11:18:20.944351  6501 net.cpp:86] Creating Layer add5_add5_0_split
I0802 11:18:20.944353  6501 net.cpp:408] add5_add5_0_split <- add5
I0802 11:18:20.944378  6501 net.cpp:382] add5_add5_0_split -> add5_add5_0_split_0
I0802 11:18:20.944383  6501 net.cpp:382] add5_add5_0_split -> add5_add5_0_split_1
I0802 11:18:20.944407  6501 net.cpp:124] Setting up add5_add5_0_split
I0802 11:18:20.944412  6501 net.cpp:131] Top shape: 1 64 22 22 (30976)
I0802 11:18:20.944416  6501 net.cpp:131] Top shape: 1 64 22 22 (30976)
I0802 11:18:20.944432  6501 net.cpp:139] Memory required for data: 106929152
I0802 11:18:20.944433  6501 layer_factory.hpp:77] Creating layer conv28
I0802 11:18:20.944453  6501 net.cpp:86] Creating Layer conv28
I0802 11:18:20.944456  6501 net.cpp:408] conv28 <- add5_add5_0_split_0
I0802 11:18:20.944460  6501 net.cpp:382] conv28 -> conv28
I0802 11:18:20.944792  6501 net.cpp:124] Setting up conv28
I0802 11:18:20.944797  6501 net.cpp:131] Top shape: 1 384 22 22 (185856)
I0802 11:18:20.944800  6501 net.cpp:139] Memory required for data: 107672576
I0802 11:18:20.944816  6501 layer_factory.hpp:77] Creating layer relu19
I0802 11:18:20.944820  6501 net.cpp:86] Creating Layer relu19
I0802 11:18:20.944823  6501 net.cpp:408] relu19 <- conv28
I0802 11:18:20.944841  6501 net.cpp:369] relu19 -> conv28 (in-place)
I0802 11:18:20.944845  6501 net.cpp:124] Setting up relu19
I0802 11:18:20.944849  6501 net.cpp:131] Top shape: 1 384 22 22 (185856)
I0802 11:18:20.944851  6501 net.cpp:139] Memory required for data: 108416000
I0802 11:18:20.944854  6501 layer_factory.hpp:77] Creating layer conv29
I0802 11:18:20.944859  6501 net.cpp:86] Creating Layer conv29
I0802 11:18:20.944861  6501 net.cpp:408] conv29 <- conv28
I0802 11:18:20.944866  6501 net.cpp:382] conv29 -> conv29
I0802 11:18:20.945053  6501 net.cpp:124] Setting up conv29
I0802 11:18:20.945060  6501 net.cpp:131] Top shape: 1 384 22 22 (185856)
I0802 11:18:20.945075  6501 net.cpp:139] Memory required for data: 109159424
I0802 11:18:20.945080  6501 layer_factory.hpp:77] Creating layer relu20
I0802 11:18:20.945083  6501 net.cpp:86] Creating Layer relu20
I0802 11:18:20.945086  6501 net.cpp:408] relu20 <- conv29
I0802 11:18:20.945091  6501 net.cpp:369] relu20 -> conv29 (in-place)
I0802 11:18:20.945094  6501 net.cpp:124] Setting up relu20
I0802 11:18:20.945097  6501 net.cpp:131] Top shape: 1 384 22 22 (185856)
I0802 11:18:20.945099  6501 net.cpp:139] Memory required for data: 109902848
I0802 11:18:20.945102  6501 layer_factory.hpp:77] Creating layer conv30
I0802 11:18:20.945109  6501 net.cpp:86] Creating Layer conv30
I0802 11:18:20.945113  6501 net.cpp:408] conv30 <- conv29
I0802 11:18:20.945116  6501 net.cpp:382] conv30 -> conv30
I0802 11:18:20.945466  6501 net.cpp:124] Setting up conv30
I0802 11:18:20.945473  6501 net.cpp:131] Top shape: 1 64 22 22 (30976)
I0802 11:18:20.945477  6501 net.cpp:139] Memory required for data: 110026752
I0802 11:18:20.945479  6501 layer_factory.hpp:77] Creating layer add6
I0802 11:18:20.945485  6501 net.cpp:86] Creating Layer add6
I0802 11:18:20.945488  6501 net.cpp:408] add6 <- add5_add5_0_split_1
I0802 11:18:20.945492  6501 net.cpp:408] add6 <- conv30
I0802 11:18:20.945495  6501 net.cpp:382] add6 -> add6
I0802 11:18:20.945525  6501 net.cpp:124] Setting up add6
I0802 11:18:20.945531  6501 net.cpp:131] Top shape: 1 64 22 22 (30976)
I0802 11:18:20.945534  6501 net.cpp:139] Memory required for data: 110150656
I0802 11:18:20.945536  6501 layer_factory.hpp:77] Creating layer conv31
I0802 11:18:20.945542  6501 net.cpp:86] Creating Layer conv31
I0802 11:18:20.945545  6501 net.cpp:408] conv31 <- add6
I0802 11:18:20.945549  6501 net.cpp:382] conv31 -> conv31
I0802 11:18:20.945896  6501 net.cpp:124] Setting up conv31
I0802 11:18:20.945901  6501 net.cpp:131] Top shape: 1 384 22 22 (185856)
I0802 11:18:20.945904  6501 net.cpp:139] Memory required for data: 110894080
I0802 11:18:20.945909  6501 layer_factory.hpp:77] Creating layer relu21
I0802 11:18:20.945916  6501 net.cpp:86] Creating Layer relu21
I0802 11:18:20.945919  6501 net.cpp:408] relu21 <- conv31
I0802 11:18:20.945924  6501 net.cpp:369] relu21 -> conv31 (in-place)
I0802 11:18:20.945950  6501 net.cpp:124] Setting up relu21
I0802 11:18:20.945961  6501 net.cpp:131] Top shape: 1 384 22 22 (185856)
I0802 11:18:20.945963  6501 net.cpp:139] Memory required for data: 111637504
I0802 11:18:20.945966  6501 layer_factory.hpp:77] Creating layer conv32
I0802 11:18:20.945971  6501 net.cpp:86] Creating Layer conv32
I0802 11:18:20.945974  6501 net.cpp:408] conv32 <- conv31
I0802 11:18:20.945978  6501 net.cpp:382] conv32 -> conv32
I0802 11:18:20.946215  6501 net.cpp:124] Setting up conv32
I0802 11:18:20.946221  6501 net.cpp:131] Top shape: 1 384 22 22 (185856)
I0802 11:18:20.946224  6501 net.cpp:139] Memory required for data: 112380928
I0802 11:18:20.946228  6501 layer_factory.hpp:77] Creating layer relu22
I0802 11:18:20.946246  6501 net.cpp:86] Creating Layer relu22
I0802 11:18:20.946249  6501 net.cpp:408] relu22 <- conv32
I0802 11:18:20.946254  6501 net.cpp:369] relu22 -> conv32 (in-place)
I0802 11:18:20.946271  6501 net.cpp:124] Setting up relu22
I0802 11:18:20.946274  6501 net.cpp:131] Top shape: 1 384 22 22 (185856)
I0802 11:18:20.946277  6501 net.cpp:139] Memory required for data: 113124352
I0802 11:18:20.946280  6501 layer_factory.hpp:77] Creating layer conv33
I0802 11:18:20.946285  6501 net.cpp:86] Creating Layer conv33
I0802 11:18:20.946288  6501 net.cpp:408] conv33 <- conv32
I0802 11:18:20.946291  6501 net.cpp:382] conv33 -> conv33
I0802 11:18:20.946696  6501 net.cpp:124] Setting up conv33
I0802 11:18:20.946702  6501 net.cpp:131] Top shape: 1 96 22 22 (46464)
I0802 11:18:20.946705  6501 net.cpp:139] Memory required for data: 113310208
I0802 11:18:20.946714  6501 layer_factory.hpp:77] Creating layer conv33_conv33_0_split
I0802 11:18:20.946718  6501 net.cpp:86] Creating Layer conv33_conv33_0_split
I0802 11:18:20.946722  6501 net.cpp:408] conv33_conv33_0_split <- conv33
I0802 11:18:20.946725  6501 net.cpp:382] conv33_conv33_0_split -> conv33_conv33_0_split_0
I0802 11:18:20.946730  6501 net.cpp:382] conv33_conv33_0_split -> conv33_conv33_0_split_1
I0802 11:18:20.946768  6501 net.cpp:124] Setting up conv33_conv33_0_split
I0802 11:18:20.946775  6501 net.cpp:131] Top shape: 1 96 22 22 (46464)
I0802 11:18:20.946779  6501 net.cpp:131] Top shape: 1 96 22 22 (46464)
I0802 11:18:20.946781  6501 net.cpp:139] Memory required for data: 113681920
I0802 11:18:20.946796  6501 layer_factory.hpp:77] Creating layer conv34
I0802 11:18:20.946801  6501 net.cpp:86] Creating Layer conv34
I0802 11:18:20.946818  6501 net.cpp:408] conv34 <- conv33_conv33_0_split_0
I0802 11:18:20.946822  6501 net.cpp:382] conv34 -> conv34
I0802 11:18:20.947414  6501 net.cpp:124] Setting up conv34
I0802 11:18:20.947420  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.947422  6501 net.cpp:139] Memory required for data: 114797056
I0802 11:18:20.947427  6501 layer_factory.hpp:77] Creating layer relu23
I0802 11:18:20.947432  6501 net.cpp:86] Creating Layer relu23
I0802 11:18:20.947434  6501 net.cpp:408] relu23 <- conv34
I0802 11:18:20.947438  6501 net.cpp:369] relu23 -> conv34 (in-place)
I0802 11:18:20.947441  6501 net.cpp:124] Setting up relu23
I0802 11:18:20.947444  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.947448  6501 net.cpp:139] Memory required for data: 115912192
I0802 11:18:20.947449  6501 layer_factory.hpp:77] Creating layer conv35
I0802 11:18:20.947469  6501 net.cpp:86] Creating Layer conv35
I0802 11:18:20.947472  6501 net.cpp:408] conv35 <- conv34
I0802 11:18:20.947475  6501 net.cpp:382] conv35 -> conv35
I0802 11:18:20.947710  6501 net.cpp:124] Setting up conv35
I0802 11:18:20.947715  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.947717  6501 net.cpp:139] Memory required for data: 117027328
I0802 11:18:20.947721  6501 layer_factory.hpp:77] Creating layer relu24
I0802 11:18:20.947726  6501 net.cpp:86] Creating Layer relu24
I0802 11:18:20.947728  6501 net.cpp:408] relu24 <- conv35
I0802 11:18:20.947732  6501 net.cpp:369] relu24 -> conv35 (in-place)
I0802 11:18:20.947736  6501 net.cpp:124] Setting up relu24
I0802 11:18:20.947738  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.947741  6501 net.cpp:139] Memory required for data: 118142464
I0802 11:18:20.947767  6501 layer_factory.hpp:77] Creating layer conv36
I0802 11:18:20.947772  6501 net.cpp:86] Creating Layer conv36
I0802 11:18:20.947775  6501 net.cpp:408] conv36 <- conv35
I0802 11:18:20.947778  6501 net.cpp:382] conv36 -> conv36
I0802 11:18:20.948298  6501 net.cpp:124] Setting up conv36
I0802 11:18:20.948304  6501 net.cpp:131] Top shape: 1 96 22 22 (46464)
I0802 11:18:20.948307  6501 net.cpp:139] Memory required for data: 118328320
I0802 11:18:20.948310  6501 layer_factory.hpp:77] Creating layer add7
I0802 11:18:20.948314  6501 net.cpp:86] Creating Layer add7
I0802 11:18:20.948318  6501 net.cpp:408] add7 <- conv33_conv33_0_split_1
I0802 11:18:20.948320  6501 net.cpp:408] add7 <- conv36
I0802 11:18:20.948325  6501 net.cpp:382] add7 -> add7
I0802 11:18:20.948341  6501 net.cpp:124] Setting up add7
I0802 11:18:20.948346  6501 net.cpp:131] Top shape: 1 96 22 22 (46464)
I0802 11:18:20.948349  6501 net.cpp:139] Memory required for data: 118514176
I0802 11:18:20.948351  6501 layer_factory.hpp:77] Creating layer add7_add7_0_split
I0802 11:18:20.948355  6501 net.cpp:86] Creating Layer add7_add7_0_split
I0802 11:18:20.948379  6501 net.cpp:408] add7_add7_0_split <- add7
I0802 11:18:20.948382  6501 net.cpp:382] add7_add7_0_split -> add7_add7_0_split_0
I0802 11:18:20.948388  6501 net.cpp:382] add7_add7_0_split -> add7_add7_0_split_1
I0802 11:18:20.948424  6501 net.cpp:124] Setting up add7_add7_0_split
I0802 11:18:20.948429  6501 net.cpp:131] Top shape: 1 96 22 22 (46464)
I0802 11:18:20.948446  6501 net.cpp:131] Top shape: 1 96 22 22 (46464)
I0802 11:18:20.948447  6501 net.cpp:139] Memory required for data: 118885888
I0802 11:18:20.948451  6501 layer_factory.hpp:77] Creating layer conv37
I0802 11:18:20.948469  6501 net.cpp:86] Creating Layer conv37
I0802 11:18:20.948472  6501 net.cpp:408] conv37 <- add7_add7_0_split_0
I0802 11:18:20.948489  6501 net.cpp:382] conv37 -> conv37
I0802 11:18:20.949003  6501 net.cpp:124] Setting up conv37
I0802 11:18:20.949009  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.949012  6501 net.cpp:139] Memory required for data: 120001024
I0802 11:18:20.949015  6501 layer_factory.hpp:77] Creating layer relu25
I0802 11:18:20.949020  6501 net.cpp:86] Creating Layer relu25
I0802 11:18:20.949023  6501 net.cpp:408] relu25 <- conv37
I0802 11:18:20.949026  6501 net.cpp:369] relu25 -> conv37 (in-place)
I0802 11:18:20.949030  6501 net.cpp:124] Setting up relu25
I0802 11:18:20.949033  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.949036  6501 net.cpp:139] Memory required for data: 121116160
I0802 11:18:20.949038  6501 layer_factory.hpp:77] Creating layer conv38
I0802 11:18:20.949043  6501 net.cpp:86] Creating Layer conv38
I0802 11:18:20.949064  6501 net.cpp:408] conv38 <- conv37
I0802 11:18:20.949067  6501 net.cpp:382] conv38 -> conv38
I0802 11:18:20.949285  6501 net.cpp:124] Setting up conv38
I0802 11:18:20.949290  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.949292  6501 net.cpp:139] Memory required for data: 122231296
I0802 11:18:20.949296  6501 layer_factory.hpp:77] Creating layer relu26
I0802 11:18:20.949301  6501 net.cpp:86] Creating Layer relu26
I0802 11:18:20.949304  6501 net.cpp:408] relu26 <- conv38
I0802 11:18:20.949307  6501 net.cpp:369] relu26 -> conv38 (in-place)
I0802 11:18:20.949311  6501 net.cpp:124] Setting up relu26
I0802 11:18:20.949314  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.949317  6501 net.cpp:139] Memory required for data: 123346432
I0802 11:18:20.949319  6501 layer_factory.hpp:77] Creating layer conv39
I0802 11:18:20.949324  6501 net.cpp:86] Creating Layer conv39
I0802 11:18:20.949347  6501 net.cpp:408] conv39 <- conv38
I0802 11:18:20.949352  6501 net.cpp:382] conv39 -> conv39
I0802 11:18:20.950495  6501 net.cpp:124] Setting up conv39
I0802 11:18:20.950505  6501 net.cpp:131] Top shape: 1 96 22 22 (46464)
I0802 11:18:20.950508  6501 net.cpp:139] Memory required for data: 123532288
I0802 11:18:20.950513  6501 layer_factory.hpp:77] Creating layer add8
I0802 11:18:20.950517  6501 net.cpp:86] Creating Layer add8
I0802 11:18:20.950532  6501 net.cpp:408] add8 <- add7_add7_0_split_1
I0802 11:18:20.950551  6501 net.cpp:408] add8 <- conv39
I0802 11:18:20.950556  6501 net.cpp:382] add8 -> add8
I0802 11:18:20.950587  6501 net.cpp:124] Setting up add8
I0802 11:18:20.950592  6501 net.cpp:131] Top shape: 1 96 22 22 (46464)
I0802 11:18:20.950611  6501 net.cpp:139] Memory required for data: 123718144
I0802 11:18:20.950614  6501 layer_factory.hpp:77] Creating layer conv40
I0802 11:18:20.950621  6501 net.cpp:86] Creating Layer conv40
I0802 11:18:20.950624  6501 net.cpp:408] conv40 <- add8
I0802 11:18:20.950629  6501 net.cpp:382] conv40 -> conv40
I0802 11:18:20.951154  6501 net.cpp:124] Setting up conv40
I0802 11:18:20.951162  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.951164  6501 net.cpp:139] Memory required for data: 124833280
I0802 11:18:20.951169  6501 layer_factory.hpp:77] Creating layer relu27
I0802 11:18:20.951174  6501 net.cpp:86] Creating Layer relu27
I0802 11:18:20.951177  6501 net.cpp:408] relu27 <- conv40
I0802 11:18:20.951180  6501 net.cpp:369] relu27 -> conv40 (in-place)
I0802 11:18:20.951184  6501 net.cpp:124] Setting up relu27
I0802 11:18:20.951187  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.951189  6501 net.cpp:139] Memory required for data: 125948416
I0802 11:18:20.951192  6501 layer_factory.hpp:77] Creating layer conv40_relu27_0_split
I0802 11:18:20.951197  6501 net.cpp:86] Creating Layer conv40_relu27_0_split
I0802 11:18:20.951200  6501 net.cpp:408] conv40_relu27_0_split <- conv40
I0802 11:18:20.951203  6501 net.cpp:382] conv40_relu27_0_split -> conv40_relu27_0_split_0
I0802 11:18:20.951210  6501 net.cpp:382] conv40_relu27_0_split -> conv40_relu27_0_split_1
I0802 11:18:20.951272  6501 net.cpp:124] Setting up conv40_relu27_0_split
I0802 11:18:20.951289  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.951292  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.951295  6501 net.cpp:139] Memory required for data: 128178688
I0802 11:18:20.951310  6501 layer_factory.hpp:77] Creating layer conv41
I0802 11:18:20.951316  6501 net.cpp:86] Creating Layer conv41
I0802 11:18:20.951333  6501 net.cpp:408] conv41 <- conv40_relu27_0_split_0
I0802 11:18:20.951336  6501 net.cpp:382] conv41 -> conv41
I0802 11:18:20.951578  6501 net.cpp:124] Setting up conv41
I0802 11:18:20.951583  6501 net.cpp:131] Top shape: 1 576 11 11 (69696)
I0802 11:18:20.951586  6501 net.cpp:139] Memory required for data: 128457472
I0802 11:18:20.951591  6501 layer_factory.hpp:77] Creating layer relu28
I0802 11:18:20.951608  6501 net.cpp:86] Creating Layer relu28
I0802 11:18:20.951611  6501 net.cpp:408] relu28 <- conv41
I0802 11:18:20.951614  6501 net.cpp:369] relu28 -> conv41 (in-place)
I0802 11:18:20.951618  6501 net.cpp:124] Setting up relu28
I0802 11:18:20.951622  6501 net.cpp:131] Top shape: 1 576 11 11 (69696)
I0802 11:18:20.951627  6501 net.cpp:139] Memory required for data: 128736256
I0802 11:18:20.951628  6501 layer_factory.hpp:77] Creating layer conv42
I0802 11:18:20.951633  6501 net.cpp:86] Creating Layer conv42
I0802 11:18:20.951637  6501 net.cpp:408] conv42 <- conv41
I0802 11:18:20.951642  6501 net.cpp:382] conv42 -> conv42
I0802 11:18:20.952988  6501 net.cpp:124] Setting up conv42
I0802 11:18:20.952998  6501 net.cpp:131] Top shape: 1 160 11 11 (19360)
I0802 11:18:20.953001  6501 net.cpp:139] Memory required for data: 128813696
I0802 11:18:20.953006  6501 layer_factory.hpp:77] Creating layer conv42_conv42_0_split
I0802 11:18:20.953027  6501 net.cpp:86] Creating Layer conv42_conv42_0_split
I0802 11:18:20.953030  6501 net.cpp:408] conv42_conv42_0_split <- conv42
I0802 11:18:20.953034  6501 net.cpp:382] conv42_conv42_0_split -> conv42_conv42_0_split_0
I0802 11:18:20.953039  6501 net.cpp:382] conv42_conv42_0_split -> conv42_conv42_0_split_1
I0802 11:18:20.953070  6501 net.cpp:124] Setting up conv42_conv42_0_split
I0802 11:18:20.953075  6501 net.cpp:131] Top shape: 1 160 11 11 (19360)
I0802 11:18:20.953079  6501 net.cpp:131] Top shape: 1 160 11 11 (19360)
I0802 11:18:20.953104  6501 net.cpp:139] Memory required for data: 128968576
I0802 11:18:20.953107  6501 layer_factory.hpp:77] Creating layer conv43
I0802 11:18:20.953130  6501 net.cpp:86] Creating Layer conv43
I0802 11:18:20.953132  6501 net.cpp:408] conv43 <- conv42_conv42_0_split_0
I0802 11:18:20.953137  6501 net.cpp:382] conv43 -> conv43
I0802 11:18:20.954298  6501 net.cpp:124] Setting up conv43
I0802 11:18:20.954305  6501 net.cpp:131] Top shape: 1 960 11 11 (116160)
I0802 11:18:20.954308  6501 net.cpp:139] Memory required for data: 129433216
I0802 11:18:20.954313  6501 layer_factory.hpp:77] Creating layer relu29
I0802 11:18:20.954318  6501 net.cpp:86] Creating Layer relu29
I0802 11:18:20.954322  6501 net.cpp:408] relu29 <- conv43
I0802 11:18:20.954325  6501 net.cpp:369] relu29 -> conv43 (in-place)
I0802 11:18:20.954329  6501 net.cpp:124] Setting up relu29
I0802 11:18:20.954355  6501 net.cpp:131] Top shape: 1 960 11 11 (116160)
I0802 11:18:20.954357  6501 net.cpp:139] Memory required for data: 129897856
I0802 11:18:20.954360  6501 layer_factory.hpp:77] Creating layer conv44
I0802 11:18:20.954365  6501 net.cpp:86] Creating Layer conv44
I0802 11:18:20.954367  6501 net.cpp:408] conv44 <- conv43
I0802 11:18:20.954372  6501 net.cpp:382] conv44 -> conv44
I0802 11:18:20.954639  6501 net.cpp:124] Setting up conv44
I0802 11:18:20.954645  6501 net.cpp:131] Top shape: 1 960 11 11 (116160)
I0802 11:18:20.954648  6501 net.cpp:139] Memory required for data: 130362496
I0802 11:18:20.954666  6501 layer_factory.hpp:77] Creating layer relu30
I0802 11:18:20.954671  6501 net.cpp:86] Creating Layer relu30
I0802 11:18:20.954675  6501 net.cpp:408] relu30 <- conv44
I0802 11:18:20.954679  6501 net.cpp:369] relu30 -> conv44 (in-place)
I0802 11:18:20.954682  6501 net.cpp:124] Setting up relu30
I0802 11:18:20.954685  6501 net.cpp:131] Top shape: 1 960 11 11 (116160)
I0802 11:18:20.954689  6501 net.cpp:139] Memory required for data: 130827136
I0802 11:18:20.954690  6501 layer_factory.hpp:77] Creating layer conv45
I0802 11:18:20.954696  6501 net.cpp:86] Creating Layer conv45
I0802 11:18:20.954699  6501 net.cpp:408] conv45 <- conv44
I0802 11:18:20.954704  6501 net.cpp:382] conv45 -> conv45
I0802 11:18:20.955816  6501 net.cpp:124] Setting up conv45
I0802 11:18:20.955822  6501 net.cpp:131] Top shape: 1 160 11 11 (19360)
I0802 11:18:20.955826  6501 net.cpp:139] Memory required for data: 130904576
I0802 11:18:20.955829  6501 layer_factory.hpp:77] Creating layer add9
I0802 11:18:20.955833  6501 net.cpp:86] Creating Layer add9
I0802 11:18:20.955837  6501 net.cpp:408] add9 <- conv42_conv42_0_split_1
I0802 11:18:20.955839  6501 net.cpp:408] add9 <- conv45
I0802 11:18:20.955845  6501 net.cpp:382] add9 -> add9
I0802 11:18:20.955878  6501 net.cpp:124] Setting up add9
I0802 11:18:20.955883  6501 net.cpp:131] Top shape: 1 160 11 11 (19360)
I0802 11:18:20.955885  6501 net.cpp:139] Memory required for data: 130982016
I0802 11:18:20.955888  6501 layer_factory.hpp:77] Creating layer add9_add9_0_split
I0802 11:18:20.955891  6501 net.cpp:86] Creating Layer add9_add9_0_split
I0802 11:18:20.955894  6501 net.cpp:408] add9_add9_0_split <- add9
I0802 11:18:20.955900  6501 net.cpp:382] add9_add9_0_split -> add9_add9_0_split_0
I0802 11:18:20.955905  6501 net.cpp:382] add9_add9_0_split -> add9_add9_0_split_1
I0802 11:18:20.955930  6501 net.cpp:124] Setting up add9_add9_0_split
I0802 11:18:20.955947  6501 net.cpp:131] Top shape: 1 160 11 11 (19360)
I0802 11:18:20.955950  6501 net.cpp:131] Top shape: 1 160 11 11 (19360)
I0802 11:18:20.955953  6501 net.cpp:139] Memory required for data: 131136896
I0802 11:18:20.955971  6501 layer_factory.hpp:77] Creating layer conv46
I0802 11:18:20.955977  6501 net.cpp:86] Creating Layer conv46
I0802 11:18:20.955981  6501 net.cpp:408] conv46 <- add9_add9_0_split_0
I0802 11:18:20.955984  6501 net.cpp:382] conv46 -> conv46
I0802 11:18:20.957703  6501 net.cpp:124] Setting up conv46
I0802 11:18:20.957715  6501 net.cpp:131] Top shape: 1 960 11 11 (116160)
I0802 11:18:20.957718  6501 net.cpp:139] Memory required for data: 131601536
I0802 11:18:20.957723  6501 layer_factory.hpp:77] Creating layer relu31
I0802 11:18:20.957742  6501 net.cpp:86] Creating Layer relu31
I0802 11:18:20.957746  6501 net.cpp:408] relu31 <- conv46
I0802 11:18:20.957751  6501 net.cpp:369] relu31 -> conv46 (in-place)
I0802 11:18:20.957756  6501 net.cpp:124] Setting up relu31
I0802 11:18:20.957758  6501 net.cpp:131] Top shape: 1 960 11 11 (116160)
I0802 11:18:20.957762  6501 net.cpp:139] Memory required for data: 132066176
I0802 11:18:20.957763  6501 layer_factory.hpp:77] Creating layer conv47
I0802 11:18:20.957792  6501 net.cpp:86] Creating Layer conv47
I0802 11:18:20.957795  6501 net.cpp:408] conv47 <- conv46
I0802 11:18:20.957801  6501 net.cpp:382] conv47 -> conv47
I0802 11:18:20.958051  6501 net.cpp:124] Setting up conv47
I0802 11:18:20.958057  6501 net.cpp:131] Top shape: 1 960 11 11 (116160)
I0802 11:18:20.958060  6501 net.cpp:139] Memory required for data: 132530816
I0802 11:18:20.958065  6501 layer_factory.hpp:77] Creating layer relu32
I0802 11:18:20.958070  6501 net.cpp:86] Creating Layer relu32
I0802 11:18:20.958072  6501 net.cpp:408] relu32 <- conv47
I0802 11:18:20.958076  6501 net.cpp:369] relu32 -> conv47 (in-place)
I0802 11:18:20.958079  6501 net.cpp:124] Setting up relu32
I0802 11:18:20.958082  6501 net.cpp:131] Top shape: 1 960 11 11 (116160)
I0802 11:18:20.958084  6501 net.cpp:139] Memory required for data: 132995456
I0802 11:18:20.958087  6501 layer_factory.hpp:77] Creating layer conv48
I0802 11:18:20.958093  6501 net.cpp:86] Creating Layer conv48
I0802 11:18:20.958096  6501 net.cpp:408] conv48 <- conv47
I0802 11:18:20.958099  6501 net.cpp:382] conv48 -> conv48
I0802 11:18:20.959275  6501 net.cpp:124] Setting up conv48
I0802 11:18:20.959281  6501 net.cpp:131] Top shape: 1 160 11 11 (19360)
I0802 11:18:20.959285  6501 net.cpp:139] Memory required for data: 133072896
I0802 11:18:20.959288  6501 layer_factory.hpp:77] Creating layer add10
I0802 11:18:20.959292  6501 net.cpp:86] Creating Layer add10
I0802 11:18:20.959296  6501 net.cpp:408] add10 <- add9_add9_0_split_1
I0802 11:18:20.959300  6501 net.cpp:408] add10 <- conv48
I0802 11:18:20.959303  6501 net.cpp:382] add10 -> add10
I0802 11:18:20.959319  6501 net.cpp:124] Setting up add10
I0802 11:18:20.959338  6501 net.cpp:131] Top shape: 1 160 11 11 (19360)
I0802 11:18:20.959340  6501 net.cpp:139] Memory required for data: 133150336
I0802 11:18:20.959343  6501 layer_factory.hpp:77] Creating layer conv49
I0802 11:18:20.959349  6501 net.cpp:86] Creating Layer conv49
I0802 11:18:20.959354  6501 net.cpp:408] conv49 <- add10
I0802 11:18:20.959359  6501 net.cpp:382] conv49 -> conv49
I0802 11:18:20.960476  6501 net.cpp:124] Setting up conv49
I0802 11:18:20.960482  6501 net.cpp:131] Top shape: 1 960 11 11 (116160)
I0802 11:18:20.960484  6501 net.cpp:139] Memory required for data: 133614976
I0802 11:18:20.960489  6501 layer_factory.hpp:77] Creating layer relu33
I0802 11:18:20.960492  6501 net.cpp:86] Creating Layer relu33
I0802 11:18:20.960495  6501 net.cpp:408] relu33 <- conv49
I0802 11:18:20.960500  6501 net.cpp:369] relu33 -> conv49 (in-place)
I0802 11:18:20.960505  6501 net.cpp:124] Setting up relu33
I0802 11:18:20.960507  6501 net.cpp:131] Top shape: 1 960 11 11 (116160)
I0802 11:18:20.960510  6501 net.cpp:139] Memory required for data: 134079616
I0802 11:18:20.960512  6501 layer_factory.hpp:77] Creating layer conv50
I0802 11:18:20.960532  6501 net.cpp:86] Creating Layer conv50
I0802 11:18:20.960536  6501 net.cpp:408] conv50 <- conv49
I0802 11:18:20.960538  6501 net.cpp:382] conv50 -> conv50
I0802 11:18:20.960778  6501 net.cpp:124] Setting up conv50
I0802 11:18:20.960784  6501 net.cpp:131] Top shape: 1 960 11 11 (116160)
I0802 11:18:20.960786  6501 net.cpp:139] Memory required for data: 134544256
I0802 11:18:20.960790  6501 layer_factory.hpp:77] Creating layer relu34
I0802 11:18:20.960813  6501 net.cpp:86] Creating Layer relu34
I0802 11:18:20.960815  6501 net.cpp:408] relu34 <- conv50
I0802 11:18:20.960819  6501 net.cpp:369] relu34 -> conv50 (in-place)
I0802 11:18:20.960822  6501 net.cpp:124] Setting up relu34
I0802 11:18:20.960825  6501 net.cpp:131] Top shape: 1 960 11 11 (116160)
I0802 11:18:20.960837  6501 net.cpp:139] Memory required for data: 135008896
I0802 11:18:20.960840  6501 layer_factory.hpp:77] Creating layer conv51
I0802 11:18:20.960846  6501 net.cpp:86] Creating Layer conv51
I0802 11:18:20.960850  6501 net.cpp:408] conv51 <- conv50
I0802 11:18:20.960855  6501 net.cpp:382] conv51 -> conv51
I0802 11:18:20.963531  6501 net.cpp:124] Setting up conv51
I0802 11:18:20.963546  6501 net.cpp:131] Top shape: 1 320 11 11 (38720)
I0802 11:18:20.963549  6501 net.cpp:139] Memory required for data: 135163776
I0802 11:18:20.963554  6501 layer_factory.hpp:77] Creating layer conv52
I0802 11:18:20.963563  6501 net.cpp:86] Creating Layer conv52
I0802 11:18:20.963567  6501 net.cpp:408] conv52 <- conv51
I0802 11:18:20.963573  6501 net.cpp:382] conv52 -> conv52
I0802 11:18:20.966922  6501 net.cpp:124] Setting up conv52
I0802 11:18:20.966934  6501 net.cpp:131] Top shape: 1 1280 11 11 (154880)
I0802 11:18:20.966938  6501 net.cpp:139] Memory required for data: 135783296
I0802 11:18:20.966943  6501 layer_factory.hpp:77] Creating layer relu35
I0802 11:18:20.966948  6501 net.cpp:86] Creating Layer relu35
I0802 11:18:20.966951  6501 net.cpp:408] relu35 <- conv52
I0802 11:18:20.966956  6501 net.cpp:369] relu35 -> conv52 (in-place)
I0802 11:18:20.966961  6501 net.cpp:124] Setting up relu35
I0802 11:18:20.966965  6501 net.cpp:131] Top shape: 1 1280 11 11 (154880)
I0802 11:18:20.966967  6501 net.cpp:139] Memory required for data: 136402816
I0802 11:18:20.966970  6501 layer_factory.hpp:77] Creating layer yolo/conv1/dw
I0802 11:18:20.966977  6501 net.cpp:86] Creating Layer yolo/conv1/dw
I0802 11:18:20.966980  6501 net.cpp:408] yolo/conv1/dw <- conv52
I0802 11:18:20.966984  6501 net.cpp:382] yolo/conv1/dw -> yolo/conv1/dw
I0802 11:18:20.967300  6501 net.cpp:124] Setting up yolo/conv1/dw
I0802 11:18:20.967308  6501 net.cpp:131] Top shape: 1 1280 11 11 (154880)
I0802 11:18:20.967309  6501 net.cpp:139] Memory required for data: 137022336
I0802 11:18:20.967314  6501 layer_factory.hpp:77] Creating layer yolo/conv1/dw/relu
I0802 11:18:20.967319  6501 net.cpp:86] Creating Layer yolo/conv1/dw/relu
I0802 11:18:20.967321  6501 net.cpp:408] yolo/conv1/dw/relu <- yolo/conv1/dw
I0802 11:18:20.967325  6501 net.cpp:369] yolo/conv1/dw/relu -> yolo/conv1/dw (in-place)
I0802 11:18:20.967329  6501 net.cpp:124] Setting up yolo/conv1/dw/relu
I0802 11:18:20.967332  6501 net.cpp:131] Top shape: 1 1280 11 11 (154880)
I0802 11:18:20.967334  6501 net.cpp:139] Memory required for data: 137641856
I0802 11:18:20.967337  6501 layer_factory.hpp:77] Creating layer yolo/conv1
I0802 11:18:20.967342  6501 net.cpp:86] Creating Layer yolo/conv1
I0802 11:18:20.967345  6501 net.cpp:408] yolo/conv1 <- yolo/conv1/dw
I0802 11:18:20.967350  6501 net.cpp:382] yolo/conv1 -> yolo/conv1
I0802 11:18:20.972858  6501 net.cpp:124] Setting up yolo/conv1
I0802 11:18:20.972873  6501 net.cpp:131] Top shape: 1 576 11 11 (69696)
I0802 11:18:20.972877  6501 net.cpp:139] Memory required for data: 137920640
I0802 11:18:20.972882  6501 layer_factory.hpp:77] Creating layer yolo/conv1/relu
I0802 11:18:20.972887  6501 net.cpp:86] Creating Layer yolo/conv1/relu
I0802 11:18:20.972892  6501 net.cpp:408] yolo/conv1/relu <- yolo/conv1
I0802 11:18:20.972896  6501 net.cpp:369] yolo/conv1/relu -> yolo/conv1 (in-place)
I0802 11:18:20.972901  6501 net.cpp:124] Setting up yolo/conv1/relu
I0802 11:18:20.972905  6501 net.cpp:131] Top shape: 1 576 11 11 (69696)
I0802 11:18:20.972908  6501 net.cpp:139] Memory required for data: 138199424
I0802 11:18:20.972910  6501 layer_factory.hpp:77] Creating layer yolo/conv1_yolo/conv1/relu_0_split
I0802 11:18:20.972914  6501 net.cpp:86] Creating Layer yolo/conv1_yolo/conv1/relu_0_split
I0802 11:18:20.972916  6501 net.cpp:408] yolo/conv1_yolo/conv1/relu_0_split <- yolo/conv1
I0802 11:18:20.972921  6501 net.cpp:382] yolo/conv1_yolo/conv1/relu_0_split -> yolo/conv1_yolo/conv1/relu_0_split_0
I0802 11:18:20.972926  6501 net.cpp:382] yolo/conv1_yolo/conv1/relu_0_split -> yolo/conv1_yolo/conv1/relu_0_split_1
I0802 11:18:20.972978  6501 net.cpp:124] Setting up yolo/conv1_yolo/conv1/relu_0_split
I0802 11:18:20.973026  6501 net.cpp:131] Top shape: 1 576 11 11 (69696)
I0802 11:18:20.973042  6501 net.cpp:131] Top shape: 1 576 11 11 (69696)
I0802 11:18:20.973044  6501 net.cpp:139] Memory required for data: 138756992
I0802 11:18:20.973047  6501 layer_factory.hpp:77] Creating layer upsample
I0802 11:18:20.973067  6501 net.cpp:86] Creating Layer upsample
I0802 11:18:20.973071  6501 net.cpp:408] upsample <- yolo/conv1_yolo/conv1/relu_0_split_0
I0802 11:18:20.973076  6501 net.cpp:382] upsample -> upsample
I0802 11:18:20.973295  6501 net.cpp:124] Setting up upsample
I0802 11:18:20.973302  6501 net.cpp:131] Top shape: 1 576 21 21 (254016)
I0802 11:18:20.973305  6501 net.cpp:139] Memory required for data: 139773056
I0802 11:18:20.973309  6501 layer_factory.hpp:77] Creating layer maxpool
I0802 11:18:20.973314  6501 net.cpp:86] Creating Layer maxpool
I0802 11:18:20.973316  6501 net.cpp:408] maxpool <- upsample
I0802 11:18:20.973320  6501 net.cpp:382] maxpool -> maxpool
I0802 11:18:20.973351  6501 net.cpp:124] Setting up maxpool
I0802 11:18:20.973356  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.973359  6501 net.cpp:139] Memory required for data: 140888192
I0802 11:18:20.973361  6501 layer_factory.hpp:77] Creating layer yolo/conv2/dw
I0802 11:18:20.973389  6501 net.cpp:86] Creating Layer yolo/conv2/dw
I0802 11:18:20.973393  6501 net.cpp:408] yolo/conv2/dw <- conv40_relu27_0_split_1
I0802 11:18:20.973397  6501 net.cpp:382] yolo/conv2/dw -> yolo/conv2/dw
I0802 11:18:20.973620  6501 net.cpp:124] Setting up yolo/conv2/dw
I0802 11:18:20.973626  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.973629  6501 net.cpp:139] Memory required for data: 142003328
I0802 11:18:20.973634  6501 layer_factory.hpp:77] Creating layer yolo/conv2/dw/relu
I0802 11:18:20.973639  6501 net.cpp:86] Creating Layer yolo/conv2/dw/relu
I0802 11:18:20.973641  6501 net.cpp:408] yolo/conv2/dw/relu <- yolo/conv2/dw
I0802 11:18:20.973645  6501 net.cpp:369] yolo/conv2/dw/relu -> yolo/conv2/dw (in-place)
I0802 11:18:20.973649  6501 net.cpp:124] Setting up yolo/conv2/dw/relu
I0802 11:18:20.973652  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.973654  6501 net.cpp:139] Memory required for data: 143118464
I0802 11:18:20.973657  6501 layer_factory.hpp:77] Creating layer yolo/conv2
I0802 11:18:20.973685  6501 net.cpp:86] Creating Layer yolo/conv2
I0802 11:18:20.973688  6501 net.cpp:408] yolo/conv2 <- yolo/conv2/dw
I0802 11:18:20.973692  6501 net.cpp:382] yolo/conv2 -> yolo/conv2
I0802 11:18:20.976505  6501 net.cpp:124] Setting up yolo/conv2
I0802 11:18:20.976517  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.976521  6501 net.cpp:139] Memory required for data: 144233600
I0802 11:18:20.976526  6501 layer_factory.hpp:77] Creating layer yolo/conv2/relu
I0802 11:18:20.976531  6501 net.cpp:86] Creating Layer yolo/conv2/relu
I0802 11:18:20.976534  6501 net.cpp:408] yolo/conv2/relu <- yolo/conv2
I0802 11:18:20.976539  6501 net.cpp:369] yolo/conv2/relu -> yolo/conv2 (in-place)
I0802 11:18:20.976543  6501 net.cpp:124] Setting up yolo/conv2/relu
I0802 11:18:20.976547  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.976550  6501 net.cpp:139] Memory required for data: 145348736
I0802 11:18:20.976552  6501 layer_factory.hpp:77] Creating layer yolo/conv2/sum
I0802 11:18:20.976557  6501 net.cpp:86] Creating Layer yolo/conv2/sum
I0802 11:18:20.976559  6501 net.cpp:408] yolo/conv2/sum <- maxpool
I0802 11:18:20.976562  6501 net.cpp:408] yolo/conv2/sum <- yolo/conv2
I0802 11:18:20.976567  6501 net.cpp:382] yolo/conv2/sum -> yolo/conv2/sum
I0802 11:18:20.976610  6501 net.cpp:124] Setting up yolo/conv2/sum
I0802 11:18:20.976615  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.976630  6501 net.cpp:139] Memory required for data: 146463872
I0802 11:18:20.976634  6501 layer_factory.hpp:77] Creating layer yolo/conv3/dw
I0802 11:18:20.976639  6501 net.cpp:86] Creating Layer yolo/conv3/dw
I0802 11:18:20.976655  6501 net.cpp:408] yolo/conv3/dw <- yolo/conv2/sum
I0802 11:18:20.976675  6501 net.cpp:382] yolo/conv3/dw -> yolo/conv3/dw
I0802 11:18:20.976963  6501 net.cpp:124] Setting up yolo/conv3/dw
I0802 11:18:20.976970  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.976974  6501 net.cpp:139] Memory required for data: 147579008
I0802 11:18:20.976977  6501 layer_factory.hpp:77] Creating layer yolo/conv3/dw/relu
I0802 11:18:20.976982  6501 net.cpp:86] Creating Layer yolo/conv3/dw/relu
I0802 11:18:20.976985  6501 net.cpp:408] yolo/conv3/dw/relu <- yolo/conv3/dw
I0802 11:18:20.976989  6501 net.cpp:369] yolo/conv3/dw/relu -> yolo/conv3/dw (in-place)
I0802 11:18:20.976992  6501 net.cpp:124] Setting up yolo/conv3/dw/relu
I0802 11:18:20.976995  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.976997  6501 net.cpp:139] Memory required for data: 148694144
I0802 11:18:20.977000  6501 layer_factory.hpp:77] Creating layer yolo/conv3
I0802 11:18:20.977005  6501 net.cpp:86] Creating Layer yolo/conv3
I0802 11:18:20.977008  6501 net.cpp:408] yolo/conv3 <- yolo/conv3/dw
I0802 11:18:20.977013  6501 net.cpp:382] yolo/conv3 -> yolo/conv3
I0802 11:18:20.979890  6501 net.cpp:124] Setting up yolo/conv3
I0802 11:18:20.979904  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.979907  6501 net.cpp:139] Memory required for data: 149809280
I0802 11:18:20.979913  6501 layer_factory.hpp:77] Creating layer yolo/conv3/relu
I0802 11:18:20.979919  6501 net.cpp:86] Creating Layer yolo/conv3/relu
I0802 11:18:20.979923  6501 net.cpp:408] yolo/conv3/relu <- yolo/conv3
I0802 11:18:20.979928  6501 net.cpp:369] yolo/conv3/relu -> yolo/conv3 (in-place)
I0802 11:18:20.979933  6501 net.cpp:124] Setting up yolo/conv3/relu
I0802 11:18:20.979936  6501 net.cpp:131] Top shape: 1 576 22 22 (278784)
I0802 11:18:20.979939  6501 net.cpp:139] Memory required for data: 150924416
I0802 11:18:20.979941  6501 layer_factory.hpp:77] Creating layer yolo/conv4
I0802 11:18:20.979949  6501 net.cpp:86] Creating Layer yolo/conv4
I0802 11:18:20.979952  6501 net.cpp:408] yolo/conv4 <- yolo/conv1_yolo/conv1/relu_0_split_1
I0802 11:18:20.979956  6501 net.cpp:382] yolo/conv4 -> yolo/conv4
I0802 11:18:20.980484  6501 net.cpp:124] Setting up yolo/conv4
I0802 11:18:20.980490  6501 net.cpp:131] Top shape: 1 75 11 11 (9075)
I0802 11:18:20.980492  6501 net.cpp:139] Memory required for data: 150960716
I0802 11:18:20.980497  6501 layer_factory.hpp:77] Creating layer yolo/conv5
I0802 11:18:20.980504  6501 net.cpp:86] Creating Layer yolo/conv5
I0802 11:18:20.980506  6501 net.cpp:408] yolo/conv5 <- yolo/conv3
I0802 11:18:20.980510  6501 net.cpp:382] yolo/conv5 -> yolo/conv5
I0802 11:18:20.981017  6501 net.cpp:124] Setting up yolo/conv5
I0802 11:18:20.981024  6501 net.cpp:131] Top shape: 1 75 22 22 (36300)
I0802 11:18:20.981026  6501 net.cpp:139] Memory required for data: 151105916
I0802 11:18:20.981030  6501 net.cpp:202] yolo/conv5 does not need backward computation.
I0802 11:18:20.981037  6501 net.cpp:202] yolo/conv4 does not need backward computation.
I0802 11:18:20.981041  6501 net.cpp:202] yolo/conv3/relu does not need backward computation.
I0802 11:18:20.981045  6501 net.cpp:202] yolo/conv3 does not need backward computation.
I0802 11:18:20.981046  6501 net.cpp:202] yolo/conv3/dw/relu does not need backward computation.
I0802 11:18:20.981050  6501 net.cpp:202] yolo/conv3/dw does not need backward computation.
I0802 11:18:20.981052  6501 net.cpp:202] yolo/conv2/sum does not need backward computation.
I0802 11:18:20.981055  6501 net.cpp:202] yolo/conv2/relu does not need backward computation.
I0802 11:18:20.981058  6501 net.cpp:202] yolo/conv2 does not need backward computation.
I0802 11:18:20.981061  6501 net.cpp:202] yolo/conv2/dw/relu does not need backward computation.
I0802 11:18:20.981065  6501 net.cpp:202] yolo/conv2/dw does not need backward computation.
I0802 11:18:20.981067  6501 net.cpp:202] maxpool does not need backward computation.
I0802 11:18:20.981070  6501 net.cpp:202] upsample does not need backward computation.
I0802 11:18:20.981073  6501 net.cpp:202] yolo/conv1_yolo/conv1/relu_0_split does not need backward computation.
I0802 11:18:20.981110  6501 net.cpp:202] yolo/conv1/relu does not need backward computation.
I0802 11:18:20.981114  6501 net.cpp:202] yolo/conv1 does not need backward computation.
I0802 11:18:20.981117  6501 net.cpp:202] yolo/conv1/dw/relu does not need backward computation.
I0802 11:18:20.981119  6501 net.cpp:202] yolo/conv1/dw does not need backward computation.
I0802 11:18:20.981122  6501 net.cpp:202] relu35 does not need backward computation.
I0802 11:18:20.981125  6501 net.cpp:202] conv52 does not need backward computation.
I0802 11:18:20.981128  6501 net.cpp:202] conv51 does not need backward computation.
I0802 11:18:20.981132  6501 net.cpp:202] relu34 does not need backward computation.
I0802 11:18:20.981134  6501 net.cpp:202] conv50 does not need backward computation.
I0802 11:18:20.981137  6501 net.cpp:202] relu33 does not need backward computation.
I0802 11:18:20.981139  6501 net.cpp:202] conv49 does not need backward computation.
I0802 11:18:20.981155  6501 net.cpp:202] add10 does not need backward computation.
I0802 11:18:20.981158  6501 net.cpp:202] conv48 does not need backward computation.
I0802 11:18:20.981161  6501 net.cpp:202] relu32 does not need backward computation.
I0802 11:18:20.981176  6501 net.cpp:202] conv47 does not need backward computation.
I0802 11:18:20.981180  6501 net.cpp:202] relu31 does not need backward computation.
I0802 11:18:20.981182  6501 net.cpp:202] conv46 does not need backward computation.
I0802 11:18:20.981186  6501 net.cpp:202] add9_add9_0_split does not need backward computation.
I0802 11:18:20.981189  6501 net.cpp:202] add9 does not need backward computation.
I0802 11:18:20.981192  6501 net.cpp:202] conv45 does not need backward computation.
I0802 11:18:20.981195  6501 net.cpp:202] relu30 does not need backward computation.
I0802 11:18:20.981199  6501 net.cpp:202] conv44 does not need backward computation.
I0802 11:18:20.981201  6501 net.cpp:202] relu29 does not need backward computation.
I0802 11:18:20.981204  6501 net.cpp:202] conv43 does not need backward computation.
I0802 11:18:20.981209  6501 net.cpp:202] conv42_conv42_0_split does not need backward computation.
I0802 11:18:20.981211  6501 net.cpp:202] conv42 does not need backward computation.
I0802 11:18:20.981215  6501 net.cpp:202] relu28 does not need backward computation.
I0802 11:18:20.981217  6501 net.cpp:202] conv41 does not need backward computation.
I0802 11:18:20.981221  6501 net.cpp:202] conv40_relu27_0_split does not need backward computation.
I0802 11:18:20.981225  6501 net.cpp:202] relu27 does not need backward computation.
I0802 11:18:20.981226  6501 net.cpp:202] conv40 does not need backward computation.
I0802 11:18:20.981230  6501 net.cpp:202] add8 does not need backward computation.
I0802 11:18:20.981233  6501 net.cpp:202] conv39 does not need backward computation.
I0802 11:18:20.981236  6501 net.cpp:202] relu26 does not need backward computation.
I0802 11:18:20.981240  6501 net.cpp:202] conv38 does not need backward computation.
I0802 11:18:20.981242  6501 net.cpp:202] relu25 does not need backward computation.
I0802 11:18:20.981251  6501 net.cpp:202] conv37 does not need backward computation.
I0802 11:18:20.981254  6501 net.cpp:202] add7_add7_0_split does not need backward computation.
I0802 11:18:20.981257  6501 net.cpp:202] add7 does not need backward computation.
I0802 11:18:20.981261  6501 net.cpp:202] conv36 does not need backward computation.
I0802 11:18:20.981263  6501 net.cpp:202] relu24 does not need backward computation.
I0802 11:18:20.981266  6501 net.cpp:202] conv35 does not need backward computation.
I0802 11:18:20.981269  6501 net.cpp:202] relu23 does not need backward computation.
I0802 11:18:20.981271  6501 net.cpp:202] conv34 does not need backward computation.
I0802 11:18:20.981276  6501 net.cpp:202] conv33_conv33_0_split does not need backward computation.
I0802 11:18:20.981278  6501 net.cpp:202] conv33 does not need backward computation.
I0802 11:18:20.981281  6501 net.cpp:202] relu22 does not need backward computation.
I0802 11:18:20.981302  6501 net.cpp:202] conv32 does not need backward computation.
I0802 11:18:20.981318  6501 net.cpp:202] relu21 does not need backward computation.
I0802 11:18:20.981323  6501 net.cpp:202] conv31 does not need backward computation.
I0802 11:18:20.981325  6501 net.cpp:202] add6 does not need backward computation.
I0802 11:18:20.981341  6501 net.cpp:202] conv30 does not need backward computation.
I0802 11:18:20.981344  6501 net.cpp:202] relu20 does not need backward computation.
I0802 11:18:20.981346  6501 net.cpp:202] conv29 does not need backward computation.
I0802 11:18:20.981364  6501 net.cpp:202] relu19 does not need backward computation.
I0802 11:18:20.981366  6501 net.cpp:202] conv28 does not need backward computation.
I0802 11:18:20.981369  6501 net.cpp:202] add5_add5_0_split does not need backward computation.
I0802 11:18:20.981372  6501 net.cpp:202] add5 does not need backward computation.
I0802 11:18:20.981376  6501 net.cpp:202] conv27 does not need backward computation.
I0802 11:18:20.981379  6501 net.cpp:202] relu18 does not need backward computation.
I0802 11:18:20.981381  6501 net.cpp:202] conv26 does not need backward computation.
I0802 11:18:20.981384  6501 net.cpp:202] relu17 does not need backward computation.
I0802 11:18:20.981387  6501 net.cpp:202] conv25 does not need backward computation.
I0802 11:18:20.981390  6501 net.cpp:202] add4_add4_0_split does not need backward computation.
I0802 11:18:20.981393  6501 net.cpp:202] add4 does not need backward computation.
I0802 11:18:20.981397  6501 net.cpp:202] conv24 does not need backward computation.
I0802 11:18:20.981400  6501 net.cpp:202] relu16 does not need backward computation.
I0802 11:18:20.981403  6501 net.cpp:202] conv23 does not need backward computation.
I0802 11:18:20.981405  6501 net.cpp:202] relu15 does not need backward computation.
I0802 11:18:20.981408  6501 net.cpp:202] conv22 does not need backward computation.
I0802 11:18:20.981411  6501 net.cpp:202] conv21_conv21_0_split does not need backward computation.
I0802 11:18:20.981415  6501 net.cpp:202] conv21 does not need backward computation.
I0802 11:18:20.981417  6501 net.cpp:202] relu14 does not need backward computation.
I0802 11:18:20.981420  6501 net.cpp:202] conv20 does not need backward computation.
I0802 11:18:20.981423  6501 net.cpp:202] relu13 does not need backward computation.
I0802 11:18:20.981426  6501 net.cpp:202] conv19 does not need backward computation.
I0802 11:18:20.981429  6501 net.cpp:202] add3 does not need backward computation.
I0802 11:18:20.981432  6501 net.cpp:202] conv18 does not need backward computation.
I0802 11:18:20.981436  6501 net.cpp:202] relu12 does not need backward computation.
I0802 11:18:20.981438  6501 net.cpp:202] conv17 does not need backward computation.
I0802 11:18:20.981441  6501 net.cpp:202] relu11 does not need backward computation.
I0802 11:18:20.981444  6501 net.cpp:202] conv16 does not need backward computation.
I0802 11:18:20.981448  6501 net.cpp:202] add2_add2_0_split does not need backward computation.
I0802 11:18:20.981451  6501 net.cpp:202] add2 does not need backward computation.
I0802 11:18:20.981456  6501 net.cpp:202] conv15 does not need backward computation.
I0802 11:18:20.981458  6501 net.cpp:202] relu10 does not need backward computation.
I0802 11:18:20.981462  6501 net.cpp:202] conv14 does not need backward computation.
I0802 11:18:20.981464  6501 net.cpp:202] relu9 does not need backward computation.
I0802 11:18:20.981467  6501 net.cpp:202] conv13 does not need backward computation.
I0802 11:18:20.981470  6501 net.cpp:202] conv12_conv12_0_split does not need backward computation.
I0802 11:18:20.981473  6501 net.cpp:202] conv12 does not need backward computation.
I0802 11:18:20.981477  6501 net.cpp:202] relu8 does not need backward computation.
I0802 11:18:20.981479  6501 net.cpp:202] conv11 does not need backward computation.
I0802 11:18:20.981482  6501 net.cpp:202] relu7 does not need backward computation.
I0802 11:18:20.981484  6501 net.cpp:202] conv10 does not need backward computation.
I0802 11:18:20.981493  6501 net.cpp:202] add1 does not need backward computation.
I0802 11:18:20.981498  6501 net.cpp:202] conv9 does not need backward computation.
I0802 11:18:20.981500  6501 net.cpp:202] relu6 does not need backward computation.
I0802 11:18:20.981503  6501 net.cpp:202] conv8 does not need backward computation.
I0802 11:18:20.981505  6501 net.cpp:202] relu5 does not need backward computation.
I0802 11:18:20.981508  6501 net.cpp:202] conv7 does not need backward computation.
I0802 11:18:20.981511  6501 net.cpp:202] conv6_conv6_0_split does not need backward computation.
I0802 11:18:20.981514  6501 net.cpp:202] conv6 does not need backward computation.
I0802 11:18:20.981518  6501 net.cpp:202] relu4 does not need backward computation.
I0802 11:18:20.981520  6501 net.cpp:202] conv5 does not need backward computation.
I0802 11:18:20.981523  6501 net.cpp:202] relu3 does not need backward computation.
I0802 11:18:20.981526  6501 net.cpp:202] conv4 does not need backward computation.
I0802 11:18:20.981529  6501 net.cpp:202] conv3 does not need backward computation.
I0802 11:18:20.981534  6501 net.cpp:202] relu2 does not need backward computation.
I0802 11:18:20.981536  6501 net.cpp:202] conv2 does not need backward computation.
I0802 11:18:20.981539  6501 net.cpp:202] relu1 does not need backward computation.
I0802 11:18:20.981542  6501 net.cpp:202] conv1 does not need backward computation.
I0802 11:18:20.981545  6501 net.cpp:202] data does not need backward computation.
I0802 11:18:20.981547  6501 net.cpp:244] This network produces output yolo/conv4
I0802 11:18:20.981551  6501 net.cpp:244] This network produces output yolo/conv5
I0802 11:18:20.981597  6501 net.cpp:257] Network initialization done.
I0802 11:18:20.981861  6501 caffe.cpp:367] Performing Forward
I0802 11:18:20.997140  6501 caffe.cpp:372] Initial loss: 0
I0802 11:18:20.997171  6501 caffe.cpp:373] Performing Backward
I0802 11:18:20.997174  6501 caffe.cpp:381] *** Benchmark begins ***
I0802 11:18:20.997177  6501 caffe.cpp:382] Testing for 50 iterations.
I0802 11:18:21.027674  6501 caffe.cpp:410] Iteration: 1 forward-backward time: 30.4591 ms.
I0802 11:18:21.051955  6501 caffe.cpp:410] Iteration: 2 forward-backward time: 24.238 ms.
I0802 11:18:21.076118  6501 caffe.cpp:410] Iteration: 3 forward-backward time: 24.1349 ms.
I0802 11:18:21.100329  6501 caffe.cpp:410] Iteration: 4 forward-backward time: 24.1859 ms.
I0802 11:18:21.123715  6501 caffe.cpp:410] Iteration: 5 forward-backward time: 23.3605 ms.
I0802 11:18:21.146932  6501 caffe.cpp:410] Iteration: 6 forward-backward time: 23.1921 ms.
I0802 11:18:21.170069  6501 caffe.cpp:410] Iteration: 7 forward-backward time: 23.1122 ms.
I0802 11:18:21.193202  6501 caffe.cpp:410] Iteration: 8 forward-backward time: 23.1086 ms.
I0802 11:18:21.216346  6501 caffe.cpp:410] Iteration: 9 forward-backward time: 23.1189 ms.
I0802 11:18:21.239346  6501 caffe.cpp:410] Iteration: 10 forward-backward time: 22.9764 ms.
I0802 11:18:21.262435  6501 caffe.cpp:410] Iteration: 11 forward-backward time: 23.067 ms.
I0802 11:18:21.285261  6501 caffe.cpp:410] Iteration: 12 forward-backward time: 22.8026 ms.
I0802 11:18:21.307855  6501 caffe.cpp:410] Iteration: 13 forward-backward time: 22.567 ms.
I0802 11:18:21.330399  6501 caffe.cpp:410] Iteration: 14 forward-backward time: 22.5147 ms.
I0802 11:18:21.352990  6501 caffe.cpp:410] Iteration: 15 forward-backward time: 22.5681 ms.
I0802 11:18:21.375725  6501 caffe.cpp:410] Iteration: 16 forward-backward time: 22.7092 ms.
I0802 11:18:21.398237  6501 caffe.cpp:410] Iteration: 17 forward-backward time: 22.4881 ms.
I0802 11:18:21.420768  6501 caffe.cpp:410] Iteration: 18 forward-backward time: 22.5075 ms.
I0802 11:18:21.443254  6501 caffe.cpp:410] Iteration: 19 forward-backward time: 22.4614 ms.
I0802 11:18:21.465778  6501 caffe.cpp:410] Iteration: 20 forward-backward time: 22.5004 ms.
I0802 11:18:21.488337  6501 caffe.cpp:410] Iteration: 21 forward-backward time: 22.5341 ms.
I0802 11:18:21.510865  6501 caffe.cpp:410] Iteration: 22 forward-backward time: 22.5024 ms.
I0802 11:18:21.533380  6501 caffe.cpp:410] Iteration: 23 forward-backward time: 22.4892 ms.
I0802 11:18:21.555872  6501 caffe.cpp:410] Iteration: 24 forward-backward time: 22.4519 ms.
I0802 11:18:21.578435  6501 caffe.cpp:410] Iteration: 25 forward-backward time: 22.539 ms.
I0802 11:18:21.600927  6501 caffe.cpp:410] Iteration: 26 forward-backward time: 22.4696 ms.
I0802 11:18:21.623435  6501 caffe.cpp:410] Iteration: 27 forward-backward time: 22.4829 ms.
I0802 11:18:21.645978  6501 caffe.cpp:410] Iteration: 28 forward-backward time: 22.5169 ms.
I0802 11:18:21.668462  6501 caffe.cpp:410] Iteration: 29 forward-backward time: 22.4581 ms.
I0802 11:18:21.691260  6501 caffe.cpp:410] Iteration: 30 forward-backward time: 22.7728 ms.
I0802 11:18:21.713785  6501 caffe.cpp:410] Iteration: 31 forward-backward time: 22.485 ms.
I0802 11:18:21.736300  6501 caffe.cpp:410] Iteration: 32 forward-backward time: 22.4901 ms.
I0802 11:18:21.758795  6501 caffe.cpp:410] Iteration: 33 forward-backward time: 22.4707 ms.
I0802 11:18:21.781180  6501 caffe.cpp:410] Iteration: 34 forward-backward time: 22.3633 ms.
I0802 11:18:21.803699  6501 caffe.cpp:410] Iteration: 35 forward-backward time: 22.4953 ms.
I0802 11:18:21.826122  6501 caffe.cpp:410] Iteration: 36 forward-backward time: 22.3988 ms.
I0802 11:18:21.848608  6501 caffe.cpp:410] Iteration: 37 forward-backward time: 22.464 ms.
I0802 11:18:21.871058  6501 caffe.cpp:410] Iteration: 38 forward-backward time: 22.4266 ms.
I0802 11:18:21.893514  6501 caffe.cpp:410] Iteration: 39 forward-backward time: 22.4325 ms.
I0802 11:18:21.915982  6501 caffe.cpp:410] Iteration: 40 forward-backward time: 22.443 ms.
I0802 11:18:21.938448  6501 caffe.cpp:410] Iteration: 41 forward-backward time: 22.4428 ms.
I0802 11:18:21.960914  6501 caffe.cpp:410] Iteration: 42 forward-backward time: 22.443 ms.
I0802 11:18:21.983350  6501 caffe.cpp:410] Iteration: 43 forward-backward time: 22.4133 ms.
I0802 11:18:22.006217  6501 caffe.cpp:410] Iteration: 44 forward-backward time: 22.8404 ms.
I0802 11:18:22.028934  6501 caffe.cpp:410] Iteration: 45 forward-backward time: 22.6765 ms.
I0802 11:18:22.051559  6501 caffe.cpp:410] Iteration: 46 forward-backward time: 22.6018 ms.
I0802 11:18:22.074054  6501 caffe.cpp:410] Iteration: 47 forward-backward time: 22.4697 ms.
I0802 11:18:22.096604  6501 caffe.cpp:410] Iteration: 48 forward-backward time: 22.527 ms.
I0802 11:18:22.119112  6501 caffe.cpp:410] Iteration: 49 forward-backward time: 22.4829 ms.
I0802 11:18:22.141577  6501 caffe.cpp:410] Iteration: 50 forward-backward time: 22.441 ms.
I0802 11:18:22.141589  6501 caffe.cpp:413] Average time per layer: 
I0802 11:18:22.141592  6501 caffe.cpp:416]       data	forward: 0.00292672 ms.
I0802 11:18:22.141609  6501 caffe.cpp:419]       data	backward: 0.0018016 ms.
I0802 11:18:22.141613  6501 caffe.cpp:416]      conv1	forward: 0.157611 ms.
I0802 11:18:22.141616  6501 caffe.cpp:419]      conv1	backward: 0.332851 ms.
I0802 11:18:22.141619  6501 caffe.cpp:416]      relu1	forward: 0.0367949 ms.
I0802 11:18:22.141621  6501 caffe.cpp:419]      relu1	backward: 0.00098816 ms.
I0802 11:18:22.141624  6501 caffe.cpp:416]      conv2	forward: 0.202146 ms.
I0802 11:18:22.141628  6501 caffe.cpp:419]      conv2	backward: 4.57418 ms.
I0802 11:18:22.141630  6501 caffe.cpp:416]      relu2	forward: 0.0371354 ms.
I0802 11:18:22.141633  6501 caffe.cpp:419]      relu2	backward: 0.001088 ms.
I0802 11:18:22.141636  6501 caffe.cpp:416]      conv3	forward: 0.0959187 ms.
I0802 11:18:22.141639  6501 caffe.cpp:419]      conv3	backward: 0.285407 ms.
I0802 11:18:22.141641  6501 caffe.cpp:416]      conv4	forward: 0.209523 ms.
I0802 11:18:22.141644  6501 caffe.cpp:419]      conv4	backward: 0.352871 ms.
I0802 11:18:22.141670  6501 caffe.cpp:416]      relu3	forward: 0.103386 ms.
I0802 11:18:22.141674  6501 caffe.cpp:419]      relu3	backward: 0.00146496 ms.
I0802 11:18:22.141676  6501 caffe.cpp:416]      conv5	forward: 0.170519 ms.
I0802 11:18:22.141678  6501 caffe.cpp:419]      conv5	backward: 2.1543 ms.
I0802 11:18:22.141681  6501 caffe.cpp:416]      relu4	forward: 0.026265 ms.
I0802 11:18:22.141685  6501 caffe.cpp:419]      relu4	backward: 0.00092928 ms.
I0802 11:18:22.141705  6501 caffe.cpp:416]      conv6	forward: 0.0517952 ms.
I0802 11:18:22.141708  6501 caffe.cpp:419]      conv6	backward: 0.127896 ms.
I0802 11:18:22.141711  6501 caffe.cpp:416] conv6_conv6_0_split	forward: 0.00172608 ms.
I0802 11:18:22.141714  6501 caffe.cpp:419] conv6_conv6_0_split	backward: 0.00143616 ms.
I0802 11:18:22.141717  6501 caffe.cpp:416]      conv7	forward: 0.0866106 ms.
I0802 11:18:22.141721  6501 caffe.cpp:419]      conv7	backward: 0.135083 ms.
I0802 11:18:22.141723  6501 caffe.cpp:416]      relu5	forward: 0.0413306 ms.
I0802 11:18:22.141726  6501 caffe.cpp:419]      relu5	backward: 0.001232 ms.
I0802 11:18:22.141728  6501 caffe.cpp:416]      conv8	forward: 0.216907 ms.
I0802 11:18:22.141731  6501 caffe.cpp:419]      conv8	backward: 2.0276 ms.
I0802 11:18:22.141734  6501 caffe.cpp:416]      relu6	forward: 0.0408506 ms.
I0802 11:18:22.141737  6501 caffe.cpp:419]      relu6	backward: 0.00114688 ms.
I0802 11:18:22.141741  6501 caffe.cpp:416]      conv9	forward: 0.0623194 ms.
I0802 11:18:22.141743  6501 caffe.cpp:419]      conv9	backward: 0.13438 ms.
I0802 11:18:22.141746  6501 caffe.cpp:416]       add1	forward: 0.019744 ms.
I0802 11:18:22.141749  6501 caffe.cpp:419]       add1	backward: 0.00145984 ms.
I0802 11:18:22.141752  6501 caffe.cpp:416]     conv10	forward: 0.0913434 ms.
I0802 11:18:22.141755  6501 caffe.cpp:419]     conv10	backward: 0.136308 ms.
I0802 11:18:22.141758  6501 caffe.cpp:416]      relu7	forward: 0.0423219 ms.
I0802 11:18:22.141760  6501 caffe.cpp:419]      relu7	backward: 0.00115648 ms.
I0802 11:18:22.141763  6501 caffe.cpp:416]     conv11	forward: 0.0594925 ms.
I0802 11:18:22.141767  6501 caffe.cpp:419]     conv11	backward: 0.578818 ms.
I0802 11:18:22.141769  6501 caffe.cpp:416]      relu8	forward: 0.00941824 ms.
I0802 11:18:22.141772  6501 caffe.cpp:419]      relu8	backward: 0.00092736 ms.
I0802 11:18:22.141775  6501 caffe.cpp:416]     conv12	forward: 0.0302483 ms.
I0802 11:18:22.141778  6501 caffe.cpp:419]     conv12	backward: 0.043687 ms.
I0802 11:18:22.141782  6501 caffe.cpp:416] conv12_conv12_0_split	forward: 0.00199808 ms.
I0802 11:18:22.141784  6501 caffe.cpp:419] conv12_conv12_0_split	backward: 0.0018944 ms.
I0802 11:18:22.141788  6501 caffe.cpp:416]     conv13	forward: 0.0433491 ms.
I0802 11:18:22.141790  6501 caffe.cpp:419]     conv13	backward: 0.0426285 ms.
I0802 11:18:22.141793  6501 caffe.cpp:416]      relu9	forward: 0.00804544 ms.
I0802 11:18:22.141796  6501 caffe.cpp:419]      relu9	backward: 0.0011104 ms.
I0802 11:18:22.141799  6501 caffe.cpp:416]     conv14	forward: 0.0603379 ms.
I0802 11:18:22.141803  6501 caffe.cpp:419]     conv14	backward: 0.568335 ms.
I0802 11:18:22.141805  6501 caffe.cpp:416]     relu10	forward: 0.012103 ms.
I0802 11:18:22.141808  6501 caffe.cpp:419]     relu10	backward: 0.00107392 ms.
I0802 11:18:22.141811  6501 caffe.cpp:416]     conv15	forward: 0.0287738 ms.
I0802 11:18:22.141813  6501 caffe.cpp:419]     conv15	backward: 0.0441568 ms.
I0802 11:18:22.141816  6501 caffe.cpp:416]       add2	forward: 0.0130093 ms.
I0802 11:18:22.141819  6501 caffe.cpp:419]       add2	backward: 0.00119168 ms.
I0802 11:18:22.141822  6501 caffe.cpp:416] add2_add2_0_split	forward: 0.00160832 ms.
I0802 11:18:22.141825  6501 caffe.cpp:419] add2_add2_0_split	backward: 0.00131072 ms.
I0802 11:18:22.141829  6501 caffe.cpp:416]     conv16	forward: 0.0418701 ms.
I0802 11:18:22.141831  6501 caffe.cpp:419]     conv16	backward: 0.0432915 ms.
I0802 11:18:22.141834  6501 caffe.cpp:416]     relu11	forward: 0.00793344 ms.
I0802 11:18:22.141837  6501 caffe.cpp:419]     relu11	backward: 0.00108288 ms.
I0802 11:18:22.141840  6501 caffe.cpp:416]     conv17	forward: 0.0604941 ms.
I0802 11:18:22.141842  6501 caffe.cpp:419]     conv17	backward: 0.564414 ms.
I0802 11:18:22.141845  6501 caffe.cpp:416]     relu12	forward: 0.0117414 ms.
I0802 11:18:22.141849  6501 caffe.cpp:419]     relu12	backward: 0.00090624 ms.
I0802 11:18:22.141851  6501 caffe.cpp:416]     conv18	forward: 0.0283552 ms.
I0802 11:18:22.141855  6501 caffe.cpp:419]     conv18	backward: 0.0431085 ms.
I0802 11:18:22.141865  6501 caffe.cpp:416]       add3	forward: 0.0129459 ms.
I0802 11:18:22.141868  6501 caffe.cpp:419]       add3	backward: 0.00113472 ms.
I0802 11:18:22.141872  6501 caffe.cpp:416]     conv19	forward: 0.041209 ms.
I0802 11:18:22.141875  6501 caffe.cpp:419]     conv19	backward: 0.0459558 ms.
I0802 11:18:22.141877  6501 caffe.cpp:416]     relu13	forward: 0.0077568 ms.
I0802 11:18:22.141880  6501 caffe.cpp:419]     relu13	backward: 0.00078976 ms.
I0802 11:18:22.141883  6501 caffe.cpp:416]     conv20	forward: 0.0213946 ms.
I0802 11:18:22.141886  6501 caffe.cpp:419]     conv20	backward: 0.160795 ms.
I0802 11:18:22.141889  6501 caffe.cpp:416]     relu14	forward: 0.005056 ms.
I0802 11:18:22.141892  6501 caffe.cpp:419]     relu14	backward: 0.00086144 ms.
I0802 11:18:22.141896  6501 caffe.cpp:416]     conv21	forward: 0.0276083 ms.
I0802 11:18:22.141898  6501 caffe.cpp:419]     conv21	backward: 0.0175181 ms.
I0802 11:18:22.141901  6501 caffe.cpp:416] conv21_conv21_0_split	forward: 0.00155456 ms.
I0802 11:18:22.141904  6501 caffe.cpp:419] conv21_conv21_0_split	backward: 0.00111936 ms.
I0802 11:18:22.141907  6501 caffe.cpp:416]     conv22	forward: 0.0388474 ms.
I0802 11:18:22.141911  6501 caffe.cpp:419]     conv22	backward: 0.0230989 ms.
I0802 11:18:22.141913  6501 caffe.cpp:416]     relu15	forward: 0.00635008 ms.
I0802 11:18:22.141916  6501 caffe.cpp:419]     relu15	backward: 0.00113664 ms.
I0802 11:18:22.141919  6501 caffe.cpp:416]     conv23	forward: 0.0300006 ms.
I0802 11:18:22.141922  6501 caffe.cpp:419]     conv23	backward: 0.184335 ms.
I0802 11:18:22.141924  6501 caffe.cpp:416]     relu16	forward: 0.00642048 ms.
I0802 11:18:22.141927  6501 caffe.cpp:419]     relu16	backward: 0.00106688 ms.
I0802 11:18:22.141930  6501 caffe.cpp:416]     conv24	forward: 0.0282784 ms.
I0802 11:18:22.141933  6501 caffe.cpp:419]     conv24	backward: 0.0188557 ms.
I0802 11:18:22.141937  6501 caffe.cpp:416]       add4	forward: 0.0127002 ms.
I0802 11:18:22.141939  6501 caffe.cpp:419]       add4	backward: 0.00125184 ms.
I0802 11:18:22.141942  6501 caffe.cpp:416] add4_add4_0_split	forward: 0.001536 ms.
I0802 11:18:22.141945  6501 caffe.cpp:419] add4_add4_0_split	backward: 0.00115008 ms.
I0802 11:18:22.141948  6501 caffe.cpp:416]     conv25	forward: 0.0389581 ms.
I0802 11:18:22.141952  6501 caffe.cpp:419]     conv25	backward: 0.0231994 ms.
I0802 11:18:22.141954  6501 caffe.cpp:416]     relu17	forward: 0.00653056 ms.
I0802 11:18:22.141957  6501 caffe.cpp:419]     relu17	backward: 0.00112384 ms.
I0802 11:18:22.141960  6501 caffe.cpp:416]     conv26	forward: 0.0297395 ms.
I0802 11:18:22.141963  6501 caffe.cpp:419]     conv26	backward: 0.184122 ms.
I0802 11:18:22.141965  6501 caffe.cpp:416]     relu18	forward: 0.00576 ms.
I0802 11:18:22.141968  6501 caffe.cpp:419]     relu18	backward: 0.00096064 ms.
I0802 11:18:22.141971  6501 caffe.cpp:416]     conv27	forward: 0.0274362 ms.
I0802 11:18:22.141974  6501 caffe.cpp:419]     conv27	backward: 0.0186899 ms.
I0802 11:18:22.141978  6501 caffe.cpp:416]       add5	forward: 0.0122214 ms.
I0802 11:18:22.141980  6501 caffe.cpp:419]       add5	backward: 0.00171008 ms.
I0802 11:18:22.141983  6501 caffe.cpp:416] add5_add5_0_split	forward: 0.00158336 ms.
I0802 11:18:22.141986  6501 caffe.cpp:419] add5_add5_0_split	backward: 0.00102656 ms.
I0802 11:18:22.141989  6501 caffe.cpp:416]     conv28	forward: 0.0385363 ms.
I0802 11:18:22.141993  6501 caffe.cpp:419]     conv28	backward: 0.0231469 ms.
I0802 11:18:22.141995  6501 caffe.cpp:416]     relu19	forward: 0.00626048 ms.
I0802 11:18:22.141997  6501 caffe.cpp:419]     relu19	backward: 0.00091264 ms.
I0802 11:18:22.142000  6501 caffe.cpp:416]     conv29	forward: 0.029193 ms.
I0802 11:18:22.142004  6501 caffe.cpp:419]     conv29	backward: 0.18415 ms.
I0802 11:18:22.142006  6501 caffe.cpp:416]     relu20	forward: 0.00650112 ms.
I0802 11:18:22.142009  6501 caffe.cpp:419]     relu20	backward: 0.00095168 ms.
I0802 11:18:22.142012  6501 caffe.cpp:416]     conv30	forward: 0.0271078 ms.
I0802 11:18:22.142015  6501 caffe.cpp:419]     conv30	backward: 0.0185594 ms.
I0802 11:18:22.142022  6501 caffe.cpp:416]       add6	forward: 0.0117018 ms.
I0802 11:18:22.142026  6501 caffe.cpp:419]       add6	backward: 0.00115392 ms.
I0802 11:18:22.142030  6501 caffe.cpp:416]     conv31	forward: 0.0385459 ms.
I0802 11:18:22.142032  6501 caffe.cpp:419]     conv31	backward: 0.0229408 ms.
I0802 11:18:22.142035  6501 caffe.cpp:416]     relu21	forward: 0.00628736 ms.
I0802 11:18:22.142037  6501 caffe.cpp:419]     relu21	backward: 0.00108416 ms.
I0802 11:18:22.142040  6501 caffe.cpp:416]     conv32	forward: 0.0293696 ms.
I0802 11:18:22.142043  6501 caffe.cpp:419]     conv32	backward: 0.185278 ms.
I0802 11:18:22.142046  6501 caffe.cpp:416]     relu22	forward: 0.0059936 ms.
I0802 11:18:22.142050  6501 caffe.cpp:419]     relu22	backward: 0.00091776 ms.
I0802 11:18:22.142052  6501 caffe.cpp:416]     conv33	forward: 0.0275277 ms.
I0802 11:18:22.142055  6501 caffe.cpp:419]     conv33	backward: 0.0212307 ms.
I0802 11:18:22.142058  6501 caffe.cpp:416] conv33_conv33_0_split	forward: 0.00159168 ms.
I0802 11:18:22.142061  6501 caffe.cpp:419] conv33_conv33_0_split	backward: 0.00105216 ms.
I0802 11:18:22.142065  6501 caffe.cpp:416]     conv34	forward: 0.0389856 ms.
I0802 11:18:22.142067  6501 caffe.cpp:419]     conv34	backward: 0.0269005 ms.
I0802 11:18:22.142071  6501 caffe.cpp:416]     relu23	forward: 0.00738496 ms.
I0802 11:18:22.142073  6501 caffe.cpp:419]     relu23	backward: 0.00088064 ms.
I0802 11:18:22.142076  6501 caffe.cpp:416]     conv35	forward: 0.0401242 ms.
I0802 11:18:22.142078  6501 caffe.cpp:419]     conv35	backward: 0.226163 ms.
I0802 11:18:22.142081  6501 caffe.cpp:416]     relu24	forward: 0.00705344 ms.
I0802 11:18:22.142084  6501 caffe.cpp:419]     relu24	backward: 0.00094528 ms.
I0802 11:18:22.142087  6501 caffe.cpp:416]     conv36	forward: 0.0351059 ms.
I0802 11:18:22.142091  6501 caffe.cpp:419]     conv36	backward: 0.025481 ms.
I0802 11:18:22.142093  6501 caffe.cpp:416]       add7	forward: 0.0119309 ms.
I0802 11:18:22.142096  6501 caffe.cpp:419]       add7	backward: 0.0011616 ms.
I0802 11:18:22.142099  6501 caffe.cpp:416] add7_add7_0_split	forward: 0.00164992 ms.
I0802 11:18:22.142102  6501 caffe.cpp:419] add7_add7_0_split	backward: 0.00101568 ms.
I0802 11:18:22.142104  6501 caffe.cpp:416]     conv37	forward: 0.040272 ms.
I0802 11:18:22.142107  6501 caffe.cpp:419]     conv37	backward: 0.0270714 ms.
I0802 11:18:22.142110  6501 caffe.cpp:416]     relu25	forward: 0.00712576 ms.
I0802 11:18:22.142113  6501 caffe.cpp:419]     relu25	backward: 0.00105856 ms.
I0802 11:18:22.142117  6501 caffe.cpp:416]     conv38	forward: 0.0397235 ms.
I0802 11:18:22.142119  6501 caffe.cpp:419]     conv38	backward: 0.226281 ms.
I0802 11:18:22.142122  6501 caffe.cpp:416]     relu26	forward: 0.00713728 ms.
I0802 11:18:22.142125  6501 caffe.cpp:419]     relu26	backward: 0.00112704 ms.
I0802 11:18:22.142128  6501 caffe.cpp:416]     conv39	forward: 0.0352845 ms.
I0802 11:18:22.142132  6501 caffe.cpp:419]     conv39	backward: 0.0260723 ms.
I0802 11:18:22.142134  6501 caffe.cpp:416]       add8	forward: 0.0126016 ms.
I0802 11:18:22.142138  6501 caffe.cpp:419]       add8	backward: 0.00124416 ms.
I0802 11:18:22.142140  6501 caffe.cpp:416]     conv40	forward: 0.0397402 ms.
I0802 11:18:22.142143  6501 caffe.cpp:419]     conv40	backward: 0.0314822 ms.
I0802 11:18:22.142145  6501 caffe.cpp:416]     relu27	forward: 0.00696768 ms.
I0802 11:18:22.142148  6501 caffe.cpp:419]     relu27	backward: 0.00079872 ms.
I0802 11:18:22.142151  6501 caffe.cpp:416] conv40_relu27_0_split	forward: 0.00162624 ms.
I0802 11:18:22.142154  6501 caffe.cpp:419] conv40_relu27_0_split	backward: 0.0010688 ms.
I0802 11:18:22.142158  6501 caffe.cpp:416]     conv41	forward: 0.0179027 ms.
I0802 11:18:22.142160  6501 caffe.cpp:419]     conv41	backward: 0.081049 ms.
I0802 11:18:22.142163  6501 caffe.cpp:416]     relu28	forward: 0.00515648 ms.
I0802 11:18:22.142166  6501 caffe.cpp:419]     relu28	backward: 0.00085504 ms.
I0802 11:18:22.142169  6501 caffe.cpp:416]     conv42	forward: 0.0313376 ms.
I0802 11:18:22.142171  6501 caffe.cpp:419]     conv42	backward: 0.0184096 ms.
I0802 11:18:22.142179  6501 caffe.cpp:416] conv42_conv42_0_split	forward: 0.00157824 ms.
I0802 11:18:22.142182  6501 caffe.cpp:419] conv42_conv42_0_split	backward: 0.00095488 ms.
I0802 11:18:22.142185  6501 caffe.cpp:416]     conv43	forward: 0.0333376 ms.
I0802 11:18:22.142189  6501 caffe.cpp:419]     conv43	backward: 0.0281952 ms.
I0802 11:18:22.142191  6501 caffe.cpp:416]     relu29	forward: 0.00586368 ms.
I0802 11:18:22.142194  6501 caffe.cpp:419]     relu29	backward: 0.00089792 ms.
I0802 11:18:22.142197  6501 caffe.cpp:416]     conv44	forward: 0.0208493 ms.
I0802 11:18:22.142200  6501 caffe.cpp:419]     conv44	backward: 0.0727021 ms.
I0802 11:18:22.142204  6501 caffe.cpp:416]     relu30	forward: 0.00548672 ms.
I0802 11:18:22.142206  6501 caffe.cpp:419]     relu30	backward: 0.00089856 ms.
I0802 11:18:22.142210  6501 caffe.cpp:416]     conv45	forward: 0.0344352 ms.
I0802 11:18:22.142212  6501 caffe.cpp:419]     conv45	backward: 0.0328634 ms.
I0802 11:18:22.142215  6501 caffe.cpp:416]       add9	forward: 0.0126234 ms.
I0802 11:18:22.142218  6501 caffe.cpp:419]       add9	backward: 0.00131968 ms.
I0802 11:18:22.142220  6501 caffe.cpp:416] add9_add9_0_split	forward: 0.00159232 ms.
I0802 11:18:22.142223  6501 caffe.cpp:419] add9_add9_0_split	backward: 0.00099712 ms.
I0802 11:18:22.142226  6501 caffe.cpp:416]     conv46	forward: 0.0338605 ms.
I0802 11:18:22.142230  6501 caffe.cpp:419]     conv46	backward: 0.0282182 ms.
I0802 11:18:22.142232  6501 caffe.cpp:416]     relu31	forward: 0.00556544 ms.
I0802 11:18:22.142235  6501 caffe.cpp:419]     relu31	backward: 0.00124416 ms.
I0802 11:18:22.142238  6501 caffe.cpp:416]     conv47	forward: 0.0208179 ms.
I0802 11:18:22.142241  6501 caffe.cpp:419]     conv47	backward: 0.0727059 ms.
I0802 11:18:22.142244  6501 caffe.cpp:416]     relu32	forward: 0.00535168 ms.
I0802 11:18:22.142247  6501 caffe.cpp:419]     relu32	backward: 0.00093952 ms.
I0802 11:18:22.142251  6501 caffe.cpp:416]     conv48	forward: 0.035513 ms.
I0802 11:18:22.142253  6501 caffe.cpp:419]     conv48	backward: 0.0333389 ms.
I0802 11:18:22.142256  6501 caffe.cpp:416]      add10	forward: 0.0116346 ms.
I0802 11:18:22.142258  6501 caffe.cpp:419]      add10	backward: 0.00115328 ms.
I0802 11:18:22.142261  6501 caffe.cpp:416]     conv49	forward: 0.0334189 ms.
I0802 11:18:22.142264  6501 caffe.cpp:419]     conv49	backward: 0.0283373 ms.
I0802 11:18:22.142267  6501 caffe.cpp:416]     relu33	forward: 0.00551104 ms.
I0802 11:18:22.142271  6501 caffe.cpp:419]     relu33	backward: 0.00126208 ms.
I0802 11:18:22.142273  6501 caffe.cpp:416]     conv50	forward: 0.0208531 ms.
I0802 11:18:22.142277  6501 caffe.cpp:419]     conv50	backward: 0.0706566 ms.
I0802 11:18:22.142279  6501 caffe.cpp:416]     relu34	forward: 0.00568576 ms.
I0802 11:18:22.142282  6501 caffe.cpp:419]     relu34	backward: 0.00105792 ms.
I0802 11:18:22.142285  6501 caffe.cpp:416]     conv51	forward: 0.0345901 ms.
I0802 11:18:22.142288  6501 caffe.cpp:419]     conv51	backward: 0.04296 ms.
I0802 11:18:22.142292  6501 caffe.cpp:416]     conv52	forward: 0.0459168 ms.
I0802 11:18:22.142294  6501 caffe.cpp:419]     conv52	backward: 0.0480531 ms.
I0802 11:18:22.142297  6501 caffe.cpp:416]     relu35	forward: 0.00579968 ms.
I0802 11:18:22.142300  6501 caffe.cpp:419]     relu35	backward: 0.00104064 ms.
I0802 11:18:22.142303  6501 caffe.cpp:416] yolo/conv1/dw	forward: 0.0253146 ms.
I0802 11:18:22.142307  6501 caffe.cpp:419] yolo/conv1/dw	backward: 0.0840506 ms.
I0802 11:18:22.142308  6501 caffe.cpp:416] yolo/conv1/dw/relu	forward: 0.00560896 ms.
I0802 11:18:22.142311  6501 caffe.cpp:419] yolo/conv1/dw/relu	backward: 0.00117632 ms.
I0802 11:18:22.142314  6501 caffe.cpp:416] yolo/conv1	forward: 0.0694157 ms.
I0802 11:18:22.142318  6501 caffe.cpp:419] yolo/conv1	backward: 0.0608557 ms.
I0802 11:18:22.142320  6501 caffe.cpp:416] yolo/conv1/relu	forward: 0.00520384 ms.
I0802 11:18:22.142323  6501 caffe.cpp:419] yolo/conv1/relu	backward: 0.00114752 ms.
I0802 11:18:22.142326  6501 caffe.cpp:416] yolo/conv1_yolo/conv1/relu_0_split	forward: 0.00158848 ms.
I0802 11:18:22.142334  6501 caffe.cpp:419] yolo/conv1_yolo/conv1/relu_0_split	backward: 0.00092928 ms.
I0802 11:18:22.142338  6501 caffe.cpp:416]   upsample	forward: 1.82087 ms.
I0802 11:18:22.142340  6501 caffe.cpp:419]   upsample	backward: 0.00396288 ms.
I0802 11:18:22.142356  6501 caffe.cpp:416]    maxpool	forward: 0.026889 ms.
I0802 11:18:22.142359  6501 caffe.cpp:419]    maxpool	backward: 0.00106048 ms.
I0802 11:18:22.142361  6501 caffe.cpp:416] yolo/conv2/dw	forward: 0.0428237 ms.
I0802 11:18:22.142379  6501 caffe.cpp:419] yolo/conv2/dw	backward: 0.23086 ms.
I0802 11:18:22.142382  6501 caffe.cpp:416] yolo/conv2/dw/relu	forward: 0.00742912 ms.
I0802 11:18:22.142385  6501 caffe.cpp:419] yolo/conv2/dw/relu	backward: 0.00089664 ms.
I0802 11:18:22.142388  6501 caffe.cpp:416] yolo/conv2	forward: 0.0943206 ms.
I0802 11:18:22.142391  6501 caffe.cpp:419] yolo/conv2	backward: 0.0940134 ms.
I0802 11:18:22.142395  6501 caffe.cpp:416] yolo/conv2/relu	forward: 0.00719616 ms.
I0802 11:18:22.142397  6501 caffe.cpp:419] yolo/conv2/relu	backward: 0.00090176 ms.
I0802 11:18:22.142400  6501 caffe.cpp:416] yolo/conv2/sum	forward: 0.0267872 ms.
I0802 11:18:22.142403  6501 caffe.cpp:419] yolo/conv2/sum	backward: 0.00134144 ms.
I0802 11:18:22.142406  6501 caffe.cpp:416] yolo/conv3/dw	forward: 0.0404742 ms.
I0802 11:18:22.142410  6501 caffe.cpp:419] yolo/conv3/dw	backward: 0.231298 ms.
I0802 11:18:22.142412  6501 caffe.cpp:416] yolo/conv3/dw/relu	forward: 0.00738688 ms.
I0802 11:18:22.142416  6501 caffe.cpp:419] yolo/conv3/dw/relu	backward: 0.0009344 ms.
I0802 11:18:22.142418  6501 caffe.cpp:416] yolo/conv3	forward: 0.0933184 ms.
I0802 11:18:22.142421  6501 caffe.cpp:419] yolo/conv3	backward: 0.0932992 ms.
I0802 11:18:22.142424  6501 caffe.cpp:416] yolo/conv3/relu	forward: 0.00717248 ms.
I0802 11:18:22.142426  6501 caffe.cpp:419] yolo/conv3/relu	backward: 0.00095168 ms.
I0802 11:18:22.142429  6501 caffe.cpp:416] yolo/conv4	forward: 0.0309318 ms.
I0802 11:18:22.142432  6501 caffe.cpp:419] yolo/conv4	backward: 0.0184947 ms.
I0802 11:18:22.142436  6501 caffe.cpp:416] yolo/conv5	forward: 0.0349363 ms.
I0802 11:18:22.142438  6501 caffe.cpp:419] yolo/conv5	backward: 0.0276275 ms.
I0802 11:18:22.142446  6501 caffe.cpp:424] Average Forward pass: 6.65561 ms.
I0802 11:18:22.142449  6501 caffe.cpp:426] Average Backward pass: 16.1897 ms.
I0802 11:18:22.142457  6501 caffe.cpp:428] Average Forward-Backward: 22.905 ms.
I0802 11:18:22.142462  6501 caffe.cpp:430] Total Time: 1145.25 ms.
I0802 11:18:22.142467  6501 caffe.cpp:431] *** Benchmark ends ***