decent_log.txt

WARNING: Logging before InitGoogleLogging() is written to STDERR
I1215 09:43:29.119479  2411 gpu_memory.cpp:53] GPUMemory::Manager initialized with Caching (CUB) GPU Allocator
I1215 09:43:29.120057  2411 gpu_memory.cpp:55] Total memory: 11720130560, Free: 11283333120, dev_info[0]: total=11720130560 free=11283333120
I1215 09:43:29.120085  2411 decent_q.cpp:245] Using GPUs 0
I1215 09:43:29.120378  2411 decent_q.cpp:250] GPU 0: GeForce GTX 1080 Ti
I1215 09:43:31.077227  2411 convert_proto.cpp:160] Opening file ./data/imagenet_320/calibration.txt
I1215 09:43:31.077776  2411 convert_proto.cpp:171] A total of 102 images.
I1215 09:43:31.097496  2411 decent_q.cpp:272] SSD net loaded.
I1215 09:43:31.365777  2411 net.cpp:323] The NetState phase (0) differed from the phase (1) specified by a rule in layer data
I1215 09:43:31.365872  2411 net.cpp:323] The NetState phase (0) differed from the phase (1) specified by a rule in layer mbox_conf_reshape
I1215 09:43:31.365878  2411 net.cpp:323] The NetState phase (0) differed from the phase (1) specified by a rule in layer mbox_conf_softmax
I1215 09:43:31.365881  2411 net.cpp:323] The NetState phase (0) differed from the phase (1) specified by a rule in layer mbox_conf_flatten
I1215 09:43:31.365883  2411 net.cpp:323] The NetState phase (0) differed from the phase (1) specified by a rule in layer detection_out
I1215 09:43:31.365885  2411 net.cpp:323] The NetState phase (0) differed from the phase (1) specified by a rule in layer detection_eval
I1215 09:43:31.366703  2411 net.cpp:52] Initializing net from parameters: 
state {
  phase: TRAIN
}
layer {
  name: "data"
  type: "ImageData"
  top: "data"
  top: "label"
  include {
    phase: TRAIN
  }
  transform_param {
    crop_size: 300
    mean_value: 104
    mean_value: 117
    mean_value: 123
    resize_param {
      prob: 1
      resize_mode: WARP
      height: 300
      width: 300
      interp_mode: LINEAR
      interp_mode: AREA
      interp_mode: NEAREST
      interp_mode: CUBIC
      interp_mode: LANCZOS4
    }
  }
  image_data_param {
    source: "./data/imagenet_320/calibration.txt"
    batch_size: 10
    shuffle: true
    root_folder: "./data/imagenet_320/calibration_images/"
  }
}
layer {
  name: "data_fixed"
  type: "FixedNeuron"
  bottom: "data"
  top: "data"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: OVER_FLOW
    bit_width: 8
    follow_data_layer: true
  }
}
layer {
  name: "conv1_1"
  type: "ConvolutionFixed"
  bottom: "data"
  top: "conv1_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 64
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu1_1"
  type: "ReLU"
  bottom: "conv1_1"
  top: "conv1_1"
}
layer {
  name: "conv1_1_fixed"
  type: "FixedNeuron"
  bottom: "conv1_1"
  top: "conv1_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv1_2"
  type: "ConvolutionFixed"
  bottom: "conv1_1"
  top: "conv1_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 64
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu1_2"
  type: "ReLU"
  bottom: "conv1_2"
  top: "conv1_2"
}
layer {
  name: "conv1_2_fixed"
  type: "FixedNeuron"
  bottom: "conv1_2"
  top: "conv1_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "pool1"
  type: "Pooling"
  bottom: "conv1_2"
  top: "pool1"
  pooling_param {
    pool: MAX
    kernel_size: 2
    stride: 2
  }
}
layer {
  name: "conv2_1"
  type: "ConvolutionFixed"
  bottom: "pool1"
  top: "conv2_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu2_1"
  type: "ReLU"
  bottom: "conv2_1"
  top: "conv2_1"
}
layer {
  name: "conv2_1_fixed"
  type: "FixedNeuron"
  bottom: "conv2_1"
  top: "conv2_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv2_2"
  type: "ConvolutionFixed"
  bottom: "conv2_1"
  top: "conv2_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu2_2"
  type: "ReLU"
  bottom: "conv2_2"
  top: "conv2_2"
}
layer {
  name: "conv2_2_fixed"
  type: "FixedNeuron"
  bottom: "conv2_2"
  top: "conv2_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "pool2"
  type: "Pooling"
  bottom: "conv2_2"
  top: "pool2"
  pooling_param {
    pool: MAX
    kernel_size: 2
    stride: 2
  }
}
layer {
  name: "conv3_1"
  type: "ConvolutionFixed"
  bottom: "pool2"
  top: "conv3_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu3_1"
  type: "ReLU"
  bottom: "conv3_1"
  top: "conv3_1"
}
layer {
  name: "conv3_1_fixed"
  type: "FixedNeuron"
  bottom: "conv3_1"
  top: "conv3_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv3_2"
  type: "ConvolutionFixed"
  bottom: "conv3_1"
  top: "conv3_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu3_2"
  type: "ReLU"
  bottom: "conv3_2"
  top: "conv3_2"
}
layer {
  name: "conv3_2_fixed"
  type: "FixedNeuron"
  bottom: "conv3_2"
  top: "conv3_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv3_3"
  type: "ConvolutionFixed"
  bottom: "conv3_2"
  top: "conv3_3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu3_3"
  type: "ReLU"
  bottom: "conv3_3"
  top: "conv3_3"
}
layer {
  name: "conv3_3_fixed"
  type: "FixedNeuron"
  bottom: "conv3_3"
  top: "conv3_3"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "pool3"
  type: "Pooling"
  bottom: "conv3_3"
  top: "pool3"
  pooling_param {
    pool: MAX
    kernel_size: 2
    stride: 2
  }
}
layer {
  name: "conv4_1"
  type: "ConvolutionFixed"
  bottom: "pool3"
  top: "conv4_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 512
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu4_1"
  type: "ReLU"
  bottom: "conv4_1"
  top: "conv4_1"
}
layer {
  name: "conv4_1_fixed"
  type: "FixedNeuron"
  bottom: "conv4_1"
  top: "conv4_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv4_2"
  type: "ConvolutionFixed"
  bottom: "conv4_1"
  top: "conv4_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 512
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu4_2"
  type: "ReLU"
  bottom: "conv4_2"
  top: "conv4_2"
}
layer {
  name: "conv4_2_fixed"
  type: "FixedNeuron"
  bottom: "conv4_2"
  top: "conv4_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv4_3"
  type: "ConvolutionFixed"
  bottom: "conv4_2"
  top: "conv4_3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  convolution_param {
    num_output: 512
    bias_term: true
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu4_3"
  type: "ReLU"
  bottom: "conv4_3"
  top: "conv4_3"
}
layer {
  name: "conv4_3_fixed"
  type: "FixedNeuron"
  bottom: "conv4_3"
  top: "conv4_3"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "pool4"
  type: "Pooling"
  bottom: "conv4_3"
  top: "pool4"
  pooling_param {
    pool: MAX
    kernel_size: 2
    stride: 2
  }
}
layer {
  name: "conv5_1"
  type: "ConvolutionFixed"
  bottom: "pool4"
  top: "conv5_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 512
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu5_1"
  type: "ReLU"
  bottom: "conv5_1"
  top: "conv5_1"
}
layer {
  name: "conv5_1_fixed"
  type: "FixedNeuron"
  bottom: "conv5_1"
  top: "conv5_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv5_2"
  type: "ConvolutionFixed"
  bottom: "conv5_1"
  top: "conv5_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 512
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu5_2"
  type: "ReLU"
  bottom: "conv5_2"
  top: "conv5_2"
}
layer {
  name: "conv5_2_fixed"
  type: "FixedNeuron"
  bottom: "conv5_2"
  top: "conv5_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv5_3"
  type: "ConvolutionFixed"
  bottom: "conv5_2"
  top: "conv5_3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 512
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu5_3"
  type: "ReLU"
  bottom: "conv5_3"
  top: "conv5_3"
}
layer {
  name: "conv5_3_fixed"
  type: "FixedNeuron"
  bottom: "conv5_3"
  top: "conv5_3"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "pool5"
  type: "Pooling"
  bottom: "conv5_3"
  top: "pool5"
  pooling_param {
    pool: MAX
    kernel_size: 3
    stride: 1
    pad: 1
  }
}
layer {
  name: "fc6_682"
  type: "ConvolutionFixed"
  bottom: "pool5"
  top: "fc6_682"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 682
    pad: 6
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 6
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu6"
  type: "ReLU"
  bottom: "fc6_682"
  top: "fc6_682"
}
layer {
  name: "fc6_682_fixed"
  type: "FixedNeuron"
  bottom: "fc6_682"
  top: "fc6_682"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "fc7_682"
  type: "ConvolutionFixed"
  bottom: "fc6_682"
  top: "fc7_682"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 1024
    kernel_size: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu7"
  type: "ReLU"
  bottom: "fc7_682"
  top: "fc7_682"
}
layer {
  name: "fc7_682_fixed"
  type: "FixedNeuron"
  bottom: "fc7_682"
  top: "fc7_682"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_1"
  type: "ConvolutionFixed"
  bottom: "fc7_682"
  top: "conv6_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_1_relu"
  type: "ReLU"
  bottom: "conv6_1"
  top: "conv6_1"
}
layer {
  name: "conv6_1_fixed"
  type: "FixedNeuron"
  bottom: "conv6_1"
  top: "conv6_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_2"
  type: "ConvolutionFixed"
  bottom: "conv6_1"
  top: "conv6_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 512
    pad: 1
    kernel_size: 3
    stride: 2
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_2_relu"
  type: "ReLU"
  bottom: "conv6_2"
  top: "conv6_2"
}
layer {
  name: "conv6_2_fixed"
  type: "FixedNeuron"
  bottom: "conv6_2"
  top: "conv6_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_1"
  type: "ConvolutionFixed"
  bottom: "conv6_2"
  top: "conv7_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_1_relu"
  type: "ReLU"
  bottom: "conv7_1"
  top: "conv7_1"
}
layer {
  name: "conv7_1_fixed"
  type: "FixedNeuron"
  bottom: "conv7_1"
  top: "conv7_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_2"
  type: "ConvolutionFixed"
  bottom: "conv7_1"
  top: "conv7_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 1
    kernel_size: 3
    stride: 2
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_2_relu"
  type: "ReLU"
  bottom: "conv7_2"
  top: "conv7_2"
}
layer {
  name: "conv7_2_fixed"
  type: "FixedNeuron"
  bottom: "conv7_2"
  top: "conv7_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_1"
  type: "ConvolutionFixed"
  bottom: "conv7_2"
  top: "conv8_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_1_relu"
  type: "ReLU"
  bottom: "conv8_1"
  top: "conv8_1"
}
layer {
  name: "conv8_1_fixed"
  type: "FixedNeuron"
  bottom: "conv8_1"
  top: "conv8_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_2"
  type: "ConvolutionFixed"
  bottom: "conv8_1"
  top: "conv8_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 0
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_2_relu"
  type: "ReLU"
  bottom: "conv8_2"
  top: "conv8_2"
}
layer {
  name: "conv8_2_fixed"
  type: "FixedNeuron"
  bottom: "conv8_2"
  top: "conv8_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv9_1"
  type: "ConvolutionFixed"
  bottom: "conv8_2"
  top: "conv9_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv9_1_relu"
  type: "ReLU"
  bottom: "conv9_1"
  top: "conv9_1"
}
layer {
  name: "conv9_1_fixed"
  type: "FixedNeuron"
  bottom: "conv9_1"
  top: "conv9_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv9_2"
  type: "ConvolutionFixed"
  bottom: "conv9_1"
  top: "conv9_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 0
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv9_2_relu"
  type: "ReLU"
  bottom: "conv9_2"
  top: "conv9_2"
}
layer {
  name: "conv9_2_fixed"
  type: "FixedNeuron"
  bottom: "conv9_2"
  top: "conv9_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv4_3_norm_mbox_loc"
  type: "ConvolutionFixed"
  bottom: "conv4_3"
  top: "conv4_3_norm_mbox_loc"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 16
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv4_3_norm_mbox_loc_fixed"
  type: "FixedNeuron"
  bottom: "conv4_3_norm_mbox_loc"
  top: "conv4_3_norm_mbox_loc"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv4_3_norm_mbox_loc_perm"
  type: "Permute"
  bottom: "conv4_3_norm_mbox_loc"
  top: "conv4_3_norm_mbox_loc_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "conv4_3_norm_mbox_loc_flat"
  type: "Flatten"
  bottom: "conv4_3_norm_mbox_loc_perm"
  top: "conv4_3_norm_mbox_loc_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "conv4_3_norm_mbox_conf"
  type: "ConvolutionFixed"
  bottom: "conv4_3"
  top: "conv4_3_norm_mbox_conf"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 84
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv4_3_norm_mbox_conf_fixed"
  type: "FixedNeuron"
  bottom: "conv4_3_norm_mbox_conf"
  top: "conv4_3_norm_mbox_conf"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv4_3_norm_mbox_conf_perm"
  type: "Permute"
  bottom: "conv4_3_norm_mbox_conf"
  top: "conv4_3_norm_mbox_conf_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "conv4_3_norm_mbox_conf_flat"
  type: "Flatten"
  bottom: "conv4_3_norm_mbox_conf_perm"
  top: "conv4_3_norm_mbox_conf_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "conv4_3_norm_mbox_priorbox"
  type: "PriorBox"
  bottom: "conv4_3"
  bottom: "data"
  top: "conv4_3_norm_mbox_priorbox"
  prior_box_param {
    min_size: 30
    max_size: 60
    aspect_ratio: 2
    flip: true
    clip: false
    variance: 0.1
    variance: 0.1
    variance: 0.2
    variance: 0.2
    step: 8
    offset: 0.5
  }
}
layer {
  name: "fc7_mbox_loc"
  type: "ConvolutionFixed"
  bottom: "fc7_682"
  top: "fc7_mbox_loc"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 24
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "fc7_mbox_loc_fixed"
  type: "FixedNeuron"
  bottom: "fc7_mbox_loc"
  top: "fc7_mbox_loc"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "fc7_mbox_loc_perm"
  type: "Permute"
  bottom: "fc7_mbox_loc"
  top: "fc7_mbox_loc_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "fc7_mbox_loc_flat"
  type: "Flatten"
  bottom: "fc7_mbox_loc_perm"
  top: "fc7_mbox_loc_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "fc7_mbox_conf"
  type: "ConvolutionFixed"
  bottom: "fc7_682"
  top: "fc7_mbox_conf"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 126
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "fc7_mbox_conf_fixed"
  type: "FixedNeuron"
  bottom: "fc7_mbox_conf"
  top: "fc7_mbox_conf"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "fc7_mbox_conf_perm"
  type: "Permute"
  bottom: "fc7_mbox_conf"
  top: "fc7_mbox_conf_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "fc7_mbox_conf_flat"
  type: "Flatten"
  bottom: "fc7_mbox_conf_perm"
  top: "fc7_mbox_conf_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "fc7_mbox_priorbox"
  type: "PriorBox"
  bottom: "fc7_682"
  bottom: "data"
  top: "fc7_mbox_priorbox"
  prior_box_param {
    min_size: 60
    max_size: 111
    aspect_ratio: 2
    aspect_ratio: 3
    flip: true
    clip: false
    variance: 0.1
    variance: 0.1
    variance: 0.2
    variance: 0.2
    step: 16
    offset: 0.5
  }
}
layer {
  name: "conv6_2_mbox_loc"
  type: "ConvolutionFixed"
  bottom: "conv6_2"
  top: "conv6_2_mbox_loc"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 24
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_2_mbox_loc_fixed"
  type: "FixedNeuron"
  bottom: "conv6_2_mbox_loc"
  top: "conv6_2_mbox_loc"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_2_mbox_loc_perm"
  type: "Permute"
  bottom: "conv6_2_mbox_loc"
  top: "conv6_2_mbox_loc_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "conv6_2_mbox_loc_flat"
  type: "Flatten"
  bottom: "conv6_2_mbox_loc_perm"
  top: "conv6_2_mbox_loc_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "conv6_2_mbox_conf"
  type: "ConvolutionFixed"
  bottom: "conv6_2"
  top: "conv6_2_mbox_conf"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 126
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_2_mbox_conf_fixed"
  type: "FixedNeuron"
  bottom: "conv6_2_mbox_conf"
  top: "conv6_2_mbox_conf"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_2_mbox_conf_perm"
  type: "Permute"
  bottom: "conv6_2_mbox_conf"
  top: "conv6_2_mbox_conf_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "conv6_2_mbox_conf_flat"
  type: "Flatten"
  bottom: "conv6_2_mbox_conf_perm"
  top: "conv6_2_mbox_conf_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "conv6_2_mbox_priorbox"
  type: "PriorBox"
  bottom: "conv6_2"
  bottom: "data"
  top: "conv6_2_mbox_priorbox"
  prior_box_param {
    min_size: 111
    max_size: 162
    aspect_ratio: 2
    aspect_ratio: 3
    flip: true
    clip: false
    variance: 0.1
    variance: 0.1
    variance: 0.2
    variance: 0.2
    step: 32
    offset: 0.5
  }
}
layer {
  name: "conv7_2_mbox_loc"
  type: "ConvolutionFixed"
  bottom: "conv7_2"
  top: "conv7_2_mbox_loc"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 24
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_2_mbox_loc_fixed"
  type: "FixedNeuron"
  bottom: "conv7_2_mbox_loc"
  top: "conv7_2_mbox_loc"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_2_mbox_loc_perm"
  type: "Permute"
  bottom: "conv7_2_mbox_loc"
  top: "conv7_2_mbox_loc_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "conv7_2_mbox_loc_flat"
  type: "Flatten"
  bottom: "conv7_2_mbox_loc_perm"
  top: "conv7_2_mbox_loc_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "conv7_2_mbox_conf"
  type: "ConvolutionFixed"
  bottom: "conv7_2"
  top: "conv7_2_mbox_conf"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 126
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_2_mbox_conf_fixed"
  type: "FixedNeuron"
  bottom: "conv7_2_mbox_conf"
  top: "conv7_2_mbox_conf"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_2_mbox_conf_perm"
  type: "Permute"
  bottom: "conv7_2_mbox_conf"
  top: "conv7_2_mbox_conf_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "conv7_2_mbox_conf_flat"
  type: "Flatten"
  bottom: "conv7_2_mbox_conf_perm"
  top: "conv7_2_mbox_conf_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "conv7_2_mbox_priorbox"
  type: "PriorBox"
  bottom: "conv7_2"
  bottom: "data"
  top: "conv7_2_mbox_priorbox"
  prior_box_param {
    min_size: 162
    max_size: 213
    aspect_ratio: 2
    aspect_ratio: 3
    flip: true
    clip: false
    variance: 0.1
    variance: 0.1
    variance: 0.2
    variance: 0.2
    step: 64
    offset: 0.5
  }
}
layer {
  name: "conv8_2_mbox_loc"
  type: "ConvolutionFixed"
  bottom: "conv8_2"
  top: "conv8_2_mbox_loc"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 16
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_2_mbox_loc_fixed"
  type: "FixedNeuron"
  bottom: "conv8_2_mbox_loc"
  top: "conv8_2_mbox_loc"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_2_mbox_loc_perm"
  type: "Permute"
  bottom: "conv8_2_mbox_loc"
  top: "conv8_2_mbox_loc_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "conv8_2_mbox_loc_flat"
  type: "Flatten"
  bottom: "conv8_2_mbox_loc_perm"
  top: "conv8_2_mbox_loc_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "conv8_2_mbox_conf"
  type: "ConvolutionFixed"
  bottom: "conv8_2"
  top: "conv8_2_mbox_conf"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 84
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_2_mbox_conf_fixed"
  type: "FixedNeuron"
  bottom: "conv8_2_mbox_conf"
  top: "conv8_2_mbox_conf"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_2_mbox_conf_perm"
  type: "Permute"
I1215 09:43:31.367161  2411 layer_factory.hpp:77] Creating layer data
I1215 09:43:31.367193  2411 net.cpp:94] Creating Layer data
I1215 09:43:31.367198  2411 net.cpp:409] data -> data
I1215 09:43:31.367208  2411 net.cpp:409] data -> label
I1215 09:43:31.367256  2411 image_data_layer.cpp:41] Opening file ./data/imagenet_320/calibration.txt
I1215 09:43:31.367311  2411 image_data_layer.cpp:51] Shuffling data
I1215 09:43:31.367317  2411 image_data_layer.cpp:56] A total of 102 images.
I1215 09:43:31.371959  2411 image_data_layer.cpp:84] output data size: 10,3,300,300
I1215 09:43:31.407564  2411 internal_thread.cpp:27] Starting internal thread(s) on GPU 0
I1215 09:43:31.407622  2411 net.cpp:144] Setting up data
I1215 09:43:31.407631  2411 net.cpp:151] Top shape: 10 3 300 300 (2700000)
I1215 09:43:31.407635  2411 net.cpp:151] Top shape: 10 (10)
I1215 09:43:31.407637  2411 net.cpp:159] Memory required for data: 10800040
I1215 09:43:31.407642  2411 layer_factory.hpp:77] Creating layer data_fixed
I1215 09:43:31.407654  2411 net.cpp:94] Creating Layer data_fixed
I1215 09:43:31.407657  2411 net.cpp:435] data_fixed <- data
I1215 09:43:31.407667  2411 net.cpp:396] data_fixed -> data (in-place)
I1215 09:43:31.407712  2411 net.cpp:144] Setting up data_fixed
I1215 09:43:31.407718  2411 net.cpp:151] Top shape: 10 3 300 300 (2700000)
I1215 09:43:31.407721  2411 net.cpp:159] Memory required for data: 21600040
I1215 09:43:31.407738  2411 layer_factory.hpp:77] Creating layer data_data_fixed_0_split
I1215 09:43:31.407752  2411 net.cpp:94] Creating Layer data_data_fixed_0_split
I1215 09:43:31.407755  2411 net.cpp:435] data_data_fixed_0_split <- data
I1215 09:43:31.407761  2411 net.cpp:409] data_data_fixed_0_split -> data_data_fixed_0_split_0
I1215 09:43:31.407768  2411 net.cpp:409] data_data_fixed_0_split -> data_data_fixed_0_split_1
I1215 09:43:31.407775  2411 net.cpp:409] data_data_fixed_0_split -> data_data_fixed_0_split_2
I1215 09:43:31.407781  2411 net.cpp:409] data_data_fixed_0_split -> data_data_fixed_0_split_3
I1215 09:43:31.407788  2411 net.cpp:409] data_data_fixed_0_split -> data_data_fixed_0_split_4
I1215 09:43:31.407793  2411 net.cpp:409] data_data_fixed_0_split -> data_data_fixed_0_split_5
I1215 09:43:31.407799  2411 net.cpp:409] data_data_fixed_0_split -> data_data_fixed_0_split_6
I1215 09:43:31.407912  2411 net.cpp:144] Setting up data_data_fixed_0_split
I1215 09:43:31.407919  2411 net.cpp:151] Top shape: 10 3 300 300 (2700000)
I1215 09:43:31.407923  2411 net.cpp:151] Top shape: 10 3 300 300 (2700000)
I1215 09:43:31.407927  2411 net.cpp:151] Top shape: 10 3 300 300 (2700000)
I1215 09:43:31.407930  2411 net.cpp:151] Top shape: 10 3 300 300 (2700000)
I1215 09:43:31.407933  2411 net.cpp:151] Top shape: 10 3 300 300 (2700000)
I1215 09:43:31.407936  2411 net.cpp:151] Top shape: 10 3 300 300 (2700000)
I1215 09:43:31.407940  2411 net.cpp:151] Top shape: 10 3 300 300 (2700000)
I1215 09:43:31.407943  2411 net.cpp:159] Memory required for data: 97200040
I1215 09:43:31.407945  2411 layer_factory.hpp:77] Creating layer conv1_1
I1215 09:43:31.407959  2411 net.cpp:94] Creating Layer conv1_1
I1215 09:43:31.407963  2411 net.cpp:435] conv1_1 <- data_data_fixed_0_split_0
I1215 09:43:31.407969  2411 net.cpp:409] conv1_1 -> conv1_1
I1215 09:43:31.409386  2411 layer_factory.hpp:77] Creating layer conv1_1
I1215 09:43:31.410675  2411 net.cpp:144] Setting up conv1_1
I1215 09:43:31.410686  2411 net.cpp:151] Top shape: 10 64 300 300 (57600000)
I1215 09:43:31.410689  2411 net.cpp:159] Memory required for data: 327600040
I1215 09:43:31.410698  2411 layer_factory.hpp:77] Creating layer relu1_1
I1215 09:43:31.410706  2411 net.cpp:94] Creating Layer relu1_1
I1215 09:43:31.410707  2411 net.cpp:435] relu1_1 <- conv1_1
I1215 09:43:31.410712  2411 net.cpp:396] relu1_1 -> conv1_1 (in-place)
I1215 09:43:31.410722  2411 net.cpp:144] Setting up relu1_1
I1215 09:43:31.410727  2411 net.cpp:151] Top shape: 10 64 300 300 (57600000)
I1215 09:43:31.410728  2411 net.cpp:159] Memory required for data: 558000040
I1215 09:43:31.410732  2411 layer_factory.hpp:77] Creating layer conv1_1_fixed
I1215 09:43:31.410737  2411 net.cpp:94] Creating Layer conv1_1_fixed
I1215 09:43:31.410738  2411 net.cpp:435] conv1_1_fixed <- conv1_1
I1215 09:43:31.410742  2411 net.cpp:396] conv1_1_fixed -> conv1_1 (in-place)
I1215 09:43:31.410773  2411 net.cpp:144] Setting up conv1_1_fixed
I1215 09:43:31.410780  2411 net.cpp:151] Top shape: 10 64 300 300 (57600000)
I1215 09:43:31.410784  2411 net.cpp:159] Memory required for data: 788400040
I1215 09:43:31.410787  2411 layer_factory.hpp:77] Creating layer conv1_2
I1215 09:43:31.410795  2411 net.cpp:94] Creating Layer conv1_2
I1215 09:43:31.410799  2411 net.cpp:435] conv1_2 <- conv1_1
I1215 09:43:31.410802  2411 net.cpp:409] conv1_2 -> conv1_2
I1215 09:43:31.411845  2411 layer_factory.hpp:77] Creating layer conv1_2
I1215 09:43:31.412401  2411 net.cpp:144] Setting up conv1_2
I1215 09:43:31.412410  2411 net.cpp:151] Top shape: 10 64 300 300 (57600000)
I1215 09:43:31.412412  2411 net.cpp:159] Memory required for data: 1018800040
I1215 09:43:31.412420  2411 layer_factory.hpp:77] Creating layer relu1_2
I1215 09:43:31.412425  2411 net.cpp:94] Creating Layer relu1_2
I1215 09:43:31.412428  2411 net.cpp:435] relu1_2 <- conv1_2
I1215 09:43:31.412432  2411 net.cpp:396] relu1_2 -> conv1_2 (in-place)
I1215 09:43:31.412438  2411 net.cpp:144] Setting up relu1_2
I1215 09:43:31.412442  2411 net.cpp:151] Top shape: 10 64 300 300 (57600000)
I1215 09:43:31.412446  2411 net.cpp:159] Memory required for data: 1249200040
I1215 09:43:31.412447  2411 layer_factory.hpp:77] Creating layer conv1_2_fixed
I1215 09:43:31.412452  2411 net.cpp:94] Creating Layer conv1_2_fixed
I1215 09:43:31.412456  2411 net.cpp:435] conv1_2_fixed <- conv1_2
I1215 09:43:31.412459  2411 net.cpp:396] conv1_2_fixed -> conv1_2 (in-place)
I1215 09:43:31.412489  2411 net.cpp:144] Setting up conv1_2_fixed
I1215 09:43:31.412493  2411 net.cpp:151] Top shape: 10 64 300 300 (57600000)
I1215 09:43:31.412497  2411 net.cpp:159] Memory required for data: 1479600040
I1215 09:43:31.412500  2411 layer_factory.hpp:77] Creating layer pool1
I1215 09:43:31.412505  2411 net.cpp:94] Creating Layer pool1
I1215 09:43:31.412508  2411 net.cpp:435] pool1 <- conv1_2
I1215 09:43:31.412511  2411 net.cpp:409] pool1 -> pool1
I1215 09:43:31.412546  2411 net.cpp:144] Setting up pool1
I1215 09:43:31.412554  2411 net.cpp:151] Top shape: 10 64 150 150 (14400000)
I1215 09:43:31.412556  2411 net.cpp:159] Memory required for data: 1537200040
I1215 09:43:31.412559  2411 layer_factory.hpp:77] Creating layer conv2_1
I1215 09:43:31.412566  2411 net.cpp:94] Creating Layer conv2_1
I1215 09:43:31.412569  2411 net.cpp:435] conv2_1 <- pool1
I1215 09:43:31.412575  2411 net.cpp:409] conv2_1 -> conv2_1
I1215 09:43:31.413626  2411 layer_factory.hpp:77] Creating layer conv2_1
I1215 09:43:31.414980  2411 net.cpp:144] Setting up conv2_1
I1215 09:43:31.414991  2411 net.cpp:151] Top shape: 10 128 150 150 (28800000)
I1215 09:43:31.414994  2411 net.cpp:159] Memory required for data: 1652400040
I1215 09:43:31.415002  2411 layer_factory.hpp:77] Creating layer relu2_1
I1215 09:43:31.415007  2411 net.cpp:94] Creating Layer relu2_1
I1215 09:43:31.415010  2411 net.cpp:435] relu2_1 <- conv2_1
I1215 09:43:31.415015  2411 net.cpp:396] relu2_1 -> conv2_1 (in-place)
I1215 09:43:31.415021  2411 net.cpp:144] Setting up relu2_1
I1215 09:43:31.415025  2411 net.cpp:151] Top shape: 10 128 150 150 (28800000)
I1215 09:43:31.415027  2411 net.cpp:159] Memory required for data: 1767600040
I1215 09:43:31.415030  2411 layer_factory.hpp:77] Creating layer conv2_1_fixed
I1215 09:43:31.415035  2411 net.cpp:94] Creating Layer conv2_1_fixed
I1215 09:43:31.415037  2411 net.cpp:435] conv2_1_fixed <- conv2_1
I1215 09:43:31.415040  2411 net.cpp:396] conv2_1_fixed -> conv2_1 (in-place)
I1215 09:43:31.415071  2411 net.cpp:144] Setting up conv2_1_fixed
I1215 09:43:31.415076  2411 net.cpp:151] Top shape: 10 128 150 150 (28800000)
I1215 09:43:31.415077  2411 net.cpp:159] Memory required for data: 1882800040
I1215 09:43:31.415081  2411 layer_factory.hpp:77] Creating layer conv2_2
I1215 09:43:31.415088  2411 net.cpp:94] Creating Layer conv2_2
I1215 09:43:31.415091  2411 net.cpp:435] conv2_2 <- conv2_1
I1215 09:43:31.415096  2411 net.cpp:409] conv2_2 -> conv2_2
I1215 09:43:31.415997  2411 layer_factory.hpp:77] Creating layer conv2_2
I1215 09:43:31.417724  2411 net.cpp:144] Setting up conv2_2
I1215 09:43:31.417735  2411 net.cpp:151] Top shape: 10 128 150 150 (28800000)
I1215 09:43:31.417738  2411 net.cpp:159] Memory required for data: 1998000040
I1215 09:43:31.417743  2411 layer_factory.hpp:77] Creating layer relu2_2
I1215 09:43:31.417749  2411 net.cpp:94] Creating Layer relu2_2
I1215 09:43:31.417752  2411 net.cpp:435] relu2_2 <- conv2_2
I1215 09:43:31.417757  2411 net.cpp:396] relu2_2 -> conv2_2 (in-place)
I1215 09:43:31.417762  2411 net.cpp:144] Setting up relu2_2
I1215 09:43:31.417765  2411 net.cpp:151] Top shape: 10 128 150 150 (28800000)
I1215 09:43:31.417768  2411 net.cpp:159] Memory required for data: 2113200040
I1215 09:43:31.417771  2411 layer_factory.hpp:77] Creating layer conv2_2_fixed
I1215 09:43:31.417775  2411 net.cpp:94] Creating Layer conv2_2_fixed
I1215 09:43:31.417778  2411 net.cpp:435] conv2_2_fixed <- conv2_2
I1215 09:43:31.417781  2411 net.cpp:396] conv2_2_fixed -> conv2_2 (in-place)
I1215 09:43:31.417812  2411 net.cpp:144] Setting up conv2_2_fixed
I1215 09:43:31.417816  2411 net.cpp:151] Top shape: 10 128 150 150 (28800000)
I1215 09:43:31.417819  2411 net.cpp:159] Memory required for data: 2228400040
I1215 09:43:31.417821  2411 layer_factory.hpp:77] Creating layer pool2
I1215 09:43:31.417829  2411 net.cpp:94] Creating Layer pool2
I1215 09:43:31.417831  2411 net.cpp:435] pool2 <- conv2_2
I1215 09:43:31.417835  2411 net.cpp:409] pool2 -> pool2
I1215 09:43:31.417865  2411 net.cpp:144] Setting up pool2
I1215 09:43:31.417871  2411 net.cpp:151] Top shape: 10 128 75 75 (7200000)
I1215 09:43:31.417874  2411 net.cpp:159] Memory required for data: 2257200040
I1215 09:43:31.417876  2411 layer_factory.hpp:77] Creating layer conv3_1
I1215 09:43:31.417884  2411 net.cpp:94] Creating Layer conv3_1
I1215 09:43:31.417887  2411 net.cpp:435] conv3_1 <- pool2
I1215 09:43:31.417892  2411 net.cpp:409] conv3_1 -> conv3_1
I1215 09:43:31.420869  2411 layer_factory.hpp:77] Creating layer conv3_1
I1215 09:43:31.424721  2411 net.cpp:144] Setting up conv3_1
I1215 09:43:31.424733  2411 net.cpp:151] Top shape: 10 256 75 75 (14400000)
I1215 09:43:31.424736  2411 net.cpp:159] Memory required for data: 2314800040
I1215 09:43:31.424742  2411 layer_factory.hpp:77] Creating layer relu3_1
I1215 09:43:31.424747  2411 net.cpp:94] Creating Layer relu3_1
I1215 09:43:31.424751  2411 net.cpp:435] relu3_1 <- conv3_1
I1215 09:43:31.424755  2411 net.cpp:396] relu3_1 -> conv3_1 (in-place)
I1215 09:43:31.424762  2411 net.cpp:144] Setting up relu3_1
I1215 09:43:31.424765  2411 net.cpp:151] Top shape: 10 256 75 75 (14400000)
I1215 09:43:31.424768  2411 net.cpp:159] Memory required for data: 2372400040
I1215 09:43:31.424770  2411 layer_factory.hpp:77] Creating layer conv3_1_fixed
I1215 09:43:31.424775  2411 net.cpp:94] Creating Layer conv3_1_fixed
I1215 09:43:31.424779  2411 net.cpp:435] conv3_1_fixed <- conv3_1
I1215 09:43:31.424783  2411 net.cpp:396] conv3_1_fixed -> conv3_1 (in-place)
I1215 09:43:31.424815  2411 net.cpp:144] Setting up conv3_1_fixed
I1215 09:43:31.424824  2411 net.cpp:151] Top shape: 10 256 75 75 (14400000)
I1215 09:43:31.424826  2411 net.cpp:159] Memory required for data: 2430000040
I1215 09:43:31.424830  2411 layer_factory.hpp:77] Creating layer conv3_2
I1215 09:43:31.424839  2411 net.cpp:94] Creating Layer conv3_2
I1215 09:43:31.424840  2411 net.cpp:435] conv3_2 <- conv3_1
I1215 09:43:31.424845  2411 net.cpp:409] conv3_2 -> conv3_2
I1215 09:43:31.429461  2411 layer_factory.hpp:77] Creating layer conv3_2
I1215 09:43:31.433920  2411 net.cpp:144] Setting up conv3_2
I1215 09:43:31.433933  2411 net.cpp:151] Top shape: 10 256 75 75 (14400000)
I1215 09:43:31.433934  2411 net.cpp:159] Memory required for data: 2487600040
I1215 09:43:31.433944  2411 layer_factory.hpp:77] Creating layer relu3_2
I1215 09:43:31.433949  2411 net.cpp:94] Creating Layer relu3_2
I1215 09:43:31.433951  2411 net.cpp:435] relu3_2 <- conv3_2
I1215 09:43:31.433955  2411 net.cpp:396] relu3_2 -> conv3_2 (in-place)
I1215 09:43:31.433961  2411 net.cpp:144] Setting up relu3_2
I1215 09:43:31.433965  2411 net.cpp:151] Top shape: 10 256 75 75 (14400000)
I1215 09:43:31.433967  2411 net.cpp:159] Memory required for data: 2545200040
I1215 09:43:31.433969  2411 layer_factory.hpp:77] Creating layer conv3_2_fixed
I1215 09:43:31.433974  2411 net.cpp:94] Creating Layer conv3_2_fixed
I1215 09:43:31.433976  2411 net.cpp:435] conv3_2_fixed <- conv3_2
I1215 09:43:31.433979  2411 net.cpp:396] conv3_2_fixed -> conv3_2 (in-place)
I1215 09:43:31.434041  2411 net.cpp:144] Setting up conv3_2_fixed
I1215 09:43:31.434047  2411 net.cpp:151] Top shape: 10 256 75 75 (14400000)
I1215 09:43:31.434051  2411 net.cpp:159] Memory required for data: 2602800040
I1215 09:43:31.434054  2411 layer_factory.hpp:77] Creating layer conv3_3
I1215 09:43:31.434062  2411 net.cpp:94] Creating Layer conv3_3
I1215 09:43:31.434065  2411 net.cpp:435] conv3_3 <- conv3_2
I1215 09:43:31.434070  2411 net.cpp:409] conv3_3 -> conv3_3
I1215 09:43:31.438457  2411 layer_factory.hpp:77] Creating layer conv3_3
I1215 09:43:31.442939  2411 net.cpp:144] Setting up conv3_3
I1215 09:43:31.442950  2411 net.cpp:151] Top shape: 10 256 75 75 (14400000)
I1215 09:43:31.442953  2411 net.cpp:159] Memory required for data: 2660400040
I1215 09:43:31.442958  2411 layer_factory.hpp:77] Creating layer relu3_3
I1215 09:43:31.442962  2411 net.cpp:94] Creating Layer relu3_3
I1215 09:43:31.442965  2411 net.cpp:435] relu3_3 <- conv3_3
I1215 09:43:31.442970  2411 net.cpp:396] relu3_3 -> conv3_3 (in-place)
I1215 09:43:31.442975  2411 net.cpp:144] Setting up relu3_3
I1215 09:43:31.442978  2411 net.cpp:151] Top shape: 10 256 75 75 (14400000)
I1215 09:43:31.442981  2411 net.cpp:159] Memory required for data: 2718000040
I1215 09:43:31.442983  2411 layer_factory.hpp:77] Creating layer conv3_3_fixed
I1215 09:43:31.442988  2411 net.cpp:94] Creating Layer conv3_3_fixed
I1215 09:43:31.442991  2411 net.cpp:435] conv3_3_fixed <- conv3_3
I1215 09:43:31.442993  2411 net.cpp:396] conv3_3_fixed -> conv3_3 (in-place)
I1215 09:43:31.443039  2411 net.cpp:144] Setting up conv3_3_fixed
I1215 09:43:31.443044  2411 net.cpp:151] Top shape: 10 256 75 75 (14400000)
I1215 09:43:31.443047  2411 net.cpp:159] Memory required for data: 2775600040
I1215 09:43:31.443050  2411 layer_factory.hpp:77] Creating layer pool3
I1215 09:43:31.443055  2411 net.cpp:94] Creating Layer pool3
I1215 09:43:31.443073  2411 net.cpp:435] pool3 <- conv3_3
I1215 09:43:31.443078  2411 net.cpp:409] pool3 -> pool3
I1215 09:43:31.443109  2411 net.cpp:144] Setting up pool3
I1215 09:43:31.443115  2411 net.cpp:151] Top shape: 10 256 38 38 (3696640)
I1215 09:43:31.443119  2411 net.cpp:159] Memory required for data: 2790386600
I1215 09:43:31.443121  2411 layer_factory.hpp:77] Creating layer conv4_1
I1215 09:43:31.443130  2411 net.cpp:94] Creating Layer conv4_1
I1215 09:43:31.443132  2411 net.cpp:435] conv4_1 <- pool3
I1215 09:43:31.443137  2411 net.cpp:409] conv4_1 -> conv4_1
I1215 09:43:31.452332  2411 layer_factory.hpp:77] Creating layer conv4_1
I1215 09:43:31.461001  2411 net.cpp:144] Setting up conv4_1
I1215 09:43:31.461014  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:31.461017  2411 net.cpp:159] Memory required for data: 2819959720
I1215 09:43:31.461024  2411 layer_factory.hpp:77] Creating layer relu4_1
I1215 09:43:31.461030  2411 net.cpp:94] Creating Layer relu4_1
I1215 09:43:31.461032  2411 net.cpp:435] relu4_1 <- conv4_1
I1215 09:43:31.461037  2411 net.cpp:396] relu4_1 -> conv4_1 (in-place)
I1215 09:43:31.461045  2411 net.cpp:144] Setting up relu4_1
I1215 09:43:31.461048  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:31.461058  2411 net.cpp:159] Memory required for data: 2849532840
I1215 09:43:31.461061  2411 layer_factory.hpp:77] Creating layer conv4_1_fixed
I1215 09:43:31.461066  2411 net.cpp:94] Creating Layer conv4_1_fixed
I1215 09:43:31.461068  2411 net.cpp:435] conv4_1_fixed <- conv4_1
I1215 09:43:31.461071  2411 net.cpp:396] conv4_1_fixed -> conv4_1 (in-place)
I1215 09:43:31.461104  2411 net.cpp:144] Setting up conv4_1_fixed
I1215 09:43:31.461108  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:31.461112  2411 net.cpp:159] Memory required for data: 2879105960
I1215 09:43:31.461115  2411 layer_factory.hpp:77] Creating layer conv4_2
I1215 09:43:31.461123  2411 net.cpp:94] Creating Layer conv4_2
I1215 09:43:31.461125  2411 net.cpp:435] conv4_2 <- conv4_1
I1215 09:43:31.461130  2411 net.cpp:409] conv4_2 -> conv4_2
I1215 09:43:31.478024  2411 layer_factory.hpp:77] Creating layer conv4_2
I1215 09:43:31.494948  2411 net.cpp:144] Setting up conv4_2
I1215 09:43:31.494964  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:31.494967  2411 net.cpp:159] Memory required for data: 2908679080
I1215 09:43:31.494976  2411 layer_factory.hpp:77] Creating layer relu4_2
I1215 09:43:31.494982  2411 net.cpp:94] Creating Layer relu4_2
I1215 09:43:31.494997  2411 net.cpp:435] relu4_2 <- conv4_2
I1215 09:43:31.495005  2411 net.cpp:396] relu4_2 -> conv4_2 (in-place)
I1215 09:43:31.495012  2411 net.cpp:144] Setting up relu4_2
I1215 09:43:31.495016  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:31.495018  2411 net.cpp:159] Memory required for data: 2938252200
I1215 09:43:31.495020  2411 layer_factory.hpp:77] Creating layer conv4_2_fixed
I1215 09:43:31.495028  2411 net.cpp:94] Creating Layer conv4_2_fixed
I1215 09:43:31.495031  2411 net.cpp:435] conv4_2_fixed <- conv4_2
I1215 09:43:31.495035  2411 net.cpp:396] conv4_2_fixed -> conv4_2 (in-place)
I1215 09:43:31.495071  2411 net.cpp:144] Setting up conv4_2_fixed
I1215 09:43:31.495081  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:31.495084  2411 net.cpp:159] Memory required for data: 2967825320
I1215 09:43:31.495087  2411 layer_factory.hpp:77] Creating layer conv4_3
I1215 09:43:31.495096  2411 net.cpp:94] Creating Layer conv4_3
I1215 09:43:31.495100  2411 net.cpp:435] conv4_3 <- conv4_2
I1215 09:43:31.495105  2411 net.cpp:409] conv4_3 -> conv4_3
I1215 09:43:31.511922  2411 layer_factory.hpp:77] Creating layer conv4_3
I1215 09:43:31.528846  2411 net.cpp:144] Setting up conv4_3
I1215 09:43:31.528862  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:31.528865  2411 net.cpp:159] Memory required for data: 2997398440
I1215 09:43:31.528873  2411 layer_factory.hpp:77] Creating layer relu4_3
I1215 09:43:31.528882  2411 net.cpp:94] Creating Layer relu4_3
I1215 09:43:31.528885  2411 net.cpp:435] relu4_3 <- conv4_3
I1215 09:43:31.528892  2411 net.cpp:396] relu4_3 -> conv4_3 (in-place)
I1215 09:43:31.528899  2411 net.cpp:144] Setting up relu4_3
I1215 09:43:31.528903  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:31.528905  2411 net.cpp:159] Memory required for data: 3026971560
I1215 09:43:31.528908  2411 layer_factory.hpp:77] Creating layer conv4_3_fixed
I1215 09:43:31.528913  2411 net.cpp:94] Creating Layer conv4_3_fixed
I1215 09:43:31.528915  2411 net.cpp:435] conv4_3_fixed <- conv4_3
I1215 09:43:31.528920  2411 net.cpp:396] conv4_3_fixed -> conv4_3 (in-place)
I1215 09:43:31.528954  2411 net.cpp:144] Setting up conv4_3_fixed
I1215 09:43:31.528959  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:31.528962  2411 net.cpp:159] Memory required for data: 3056544680
I1215 09:43:31.528966  2411 layer_factory.hpp:77] Creating layer conv4_3_conv4_3_fixed_0_split
I1215 09:43:31.528971  2411 net.cpp:94] Creating Layer conv4_3_conv4_3_fixed_0_split
I1215 09:43:31.528975  2411 net.cpp:435] conv4_3_conv4_3_fixed_0_split <- conv4_3
I1215 09:43:31.528978  2411 net.cpp:409] conv4_3_conv4_3_fixed_0_split -> conv4_3_conv4_3_fixed_0_split_0
I1215 09:43:31.528986  2411 net.cpp:409] conv4_3_conv4_3_fixed_0_split -> conv4_3_conv4_3_fixed_0_split_1
I1215 09:43:31.528992  2411 net.cpp:409] conv4_3_conv4_3_fixed_0_split -> conv4_3_conv4_3_fixed_0_split_2
I1215 09:43:31.528997  2411 net.cpp:409] conv4_3_conv4_3_fixed_0_split -> conv4_3_conv4_3_fixed_0_split_3
I1215 09:43:31.529052  2411 net.cpp:144] Setting up conv4_3_conv4_3_fixed_0_split
I1215 09:43:31.529057  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:31.529062  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:31.529064  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:31.529072  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:31.529073  2411 net.cpp:159] Memory required for data: 3174837160
I1215 09:43:31.529076  2411 layer_factory.hpp:77] Creating layer pool4
I1215 09:43:31.529081  2411 net.cpp:94] Creating Layer pool4
I1215 09:43:31.529084  2411 net.cpp:435] pool4 <- conv4_3_conv4_3_fixed_0_split_0
I1215 09:43:31.529090  2411 net.cpp:409] pool4 -> pool4
I1215 09:43:31.529122  2411 net.cpp:144] Setting up pool4
I1215 09:43:31.529129  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:31.529131  2411 net.cpp:159] Memory required for data: 3182230440
I1215 09:43:31.529134  2411 layer_factory.hpp:77] Creating layer conv5_1
I1215 09:43:31.529144  2411 net.cpp:94] Creating Layer conv5_1
I1215 09:43:31.529146  2411 net.cpp:435] conv5_1 <- pool4
I1215 09:43:31.529151  2411 net.cpp:409] conv5_1 -> conv5_1
I1215 09:43:31.545933  2411 layer_factory.hpp:77] Creating layer conv5_1
I1215 09:43:31.562813  2411 net.cpp:144] Setting up conv5_1
I1215 09:43:31.562829  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:31.562832  2411 net.cpp:159] Memory required for data: 3189623720
I1215 09:43:31.562845  2411 layer_factory.hpp:77] Creating layer relu5_1
I1215 09:43:31.562852  2411 net.cpp:94] Creating Layer relu5_1
I1215 09:43:31.562857  2411 net.cpp:435] relu5_1 <- conv5_1
I1215 09:43:31.562863  2411 net.cpp:396] relu5_1 -> conv5_1 (in-place)
I1215 09:43:31.562872  2411 net.cpp:144] Setting up relu5_1
I1215 09:43:31.562875  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:31.562878  2411 net.cpp:159] Memory required for data: 3197017000
I1215 09:43:31.562880  2411 layer_factory.hpp:77] Creating layer conv5_1_fixed
I1215 09:43:31.562886  2411 net.cpp:94] Creating Layer conv5_1_fixed
I1215 09:43:31.562888  2411 net.cpp:435] conv5_1_fixed <- conv5_1
I1215 09:43:31.562892  2411 net.cpp:396] conv5_1_fixed -> conv5_1 (in-place)
I1215 09:43:31.562927  2411 net.cpp:144] Setting up conv5_1_fixed
I1215 09:43:31.562932  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:31.562934  2411 net.cpp:159] Memory required for data: 3204410280
I1215 09:43:31.562937  2411 layer_factory.hpp:77] Creating layer conv5_2
I1215 09:43:31.562947  2411 net.cpp:94] Creating Layer conv5_2
I1215 09:43:31.562950  2411 net.cpp:435] conv5_2 <- conv5_1
I1215 09:43:31.562955  2411 net.cpp:409] conv5_2 -> conv5_2
I1215 09:43:31.579699  2411 layer_factory.hpp:77] Creating layer conv5_2
I1215 09:43:31.596343  2411 net.cpp:144] Setting up conv5_2
I1215 09:43:31.596359  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:31.596362  2411 net.cpp:159] Memory required for data: 3211803560
I1215 09:43:31.596370  2411 layer_factory.hpp:77] Creating layer relu5_2
I1215 09:43:31.596377  2411 net.cpp:94] Creating Layer relu5_2
I1215 09:43:31.596381  2411 net.cpp:435] relu5_2 <- conv5_2
I1215 09:43:31.596387  2411 net.cpp:396] relu5_2 -> conv5_2 (in-place)
I1215 09:43:31.596395  2411 net.cpp:144] Setting up relu5_2
I1215 09:43:31.596398  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:31.596400  2411 net.cpp:159] Memory required for data: 3219196840
I1215 09:43:31.596403  2411 layer_factory.hpp:77] Creating layer conv5_2_fixed
I1215 09:43:31.596408  2411 net.cpp:94] Creating Layer conv5_2_fixed
I1215 09:43:31.596411  2411 net.cpp:435] conv5_2_fixed <- conv5_2
I1215 09:43:31.596415  2411 net.cpp:396] conv5_2_fixed -> conv5_2 (in-place)
I1215 09:43:31.596449  2411 net.cpp:144] Setting up conv5_2_fixed
I1215 09:43:31.596457  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:31.596459  2411 net.cpp:159] Memory required for data: 3226590120
I1215 09:43:31.596462  2411 layer_factory.hpp:77] Creating layer conv5_3
I1215 09:43:31.596472  2411 net.cpp:94] Creating Layer conv5_3
I1215 09:43:31.596474  2411 net.cpp:435] conv5_3 <- conv5_2
I1215 09:43:31.596480  2411 net.cpp:409] conv5_3 -> conv5_3
I1215 09:43:31.613268  2411 layer_factory.hpp:77] Creating layer conv5_3
I1215 09:43:31.629613  2411 net.cpp:144] Setting up conv5_3
I1215 09:43:31.629645  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:31.629648  2411 net.cpp:159] Memory required for data: 3233983400
I1215 09:43:31.629657  2411 layer_factory.hpp:77] Creating layer relu5_3
I1215 09:43:31.629663  2411 net.cpp:94] Creating Layer relu5_3
I1215 09:43:31.629668  2411 net.cpp:435] relu5_3 <- conv5_3
I1215 09:43:31.629673  2411 net.cpp:396] relu5_3 -> conv5_3 (in-place)
I1215 09:43:31.629680  2411 net.cpp:144] Setting up relu5_3
I1215 09:43:31.629684  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:31.629686  2411 net.cpp:159] Memory required for data: 3241376680
I1215 09:43:31.629689  2411 layer_factory.hpp:77] Creating layer conv5_3_fixed
I1215 09:43:31.629694  2411 net.cpp:94] Creating Layer conv5_3_fixed
I1215 09:43:31.629696  2411 net.cpp:435] conv5_3_fixed <- conv5_3
I1215 09:43:31.629700  2411 net.cpp:396] conv5_3_fixed -> conv5_3 (in-place)
I1215 09:43:31.629735  2411 net.cpp:144] Setting up conv5_3_fixed
I1215 09:43:31.629742  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:31.629745  2411 net.cpp:159] Memory required for data: 3248769960
I1215 09:43:31.629748  2411 layer_factory.hpp:77] Creating layer pool5
I1215 09:43:31.629755  2411 net.cpp:94] Creating Layer pool5
I1215 09:43:31.629757  2411 net.cpp:435] pool5 <- conv5_3
I1215 09:43:31.629761  2411 net.cpp:409] pool5 -> pool5
I1215 09:43:31.629798  2411 net.cpp:144] Setting up pool5
I1215 09:43:31.629806  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:31.629807  2411 net.cpp:159] Memory required for data: 3256163240
I1215 09:43:31.629811  2411 layer_factory.hpp:77] Creating layer fc6_682
I1215 09:43:31.629820  2411 net.cpp:94] Creating Layer fc6_682
I1215 09:43:31.629823  2411 net.cpp:435] fc6_682 <- pool5
I1215 09:43:31.629827  2411 net.cpp:409] fc6_682 -> fc6_682
I1215 09:43:31.651201  2411 layer_factory.hpp:77] Creating layer fc6_682
I1215 09:43:31.673390  2411 net.cpp:144] Setting up fc6_682
I1215 09:43:31.673424  2411 net.cpp:151] Top shape: 10 682 19 19 (2462020)
I1215 09:43:31.673427  2411 net.cpp:159] Memory required for data: 3266011320
I1215 09:43:31.673435  2411 layer_factory.hpp:77] Creating layer relu6
I1215 09:43:31.673444  2411 net.cpp:94] Creating Layer relu6
I1215 09:43:31.673447  2411 net.cpp:435] relu6 <- fc6_682
I1215 09:43:31.673454  2411 net.cpp:396] relu6 -> fc6_682 (in-place)
I1215 09:43:31.673461  2411 net.cpp:144] Setting up relu6
I1215 09:43:31.673465  2411 net.cpp:151] Top shape: 10 682 19 19 (2462020)
I1215 09:43:31.673467  2411 net.cpp:159] Memory required for data: 3275859400
I1215 09:43:31.673470  2411 layer_factory.hpp:77] Creating layer fc6_682_fixed
I1215 09:43:31.673475  2411 net.cpp:94] Creating Layer fc6_682_fixed
I1215 09:43:31.673477  2411 net.cpp:435] fc6_682_fixed <- fc6_682
I1215 09:43:31.673481  2411 net.cpp:396] fc6_682_fixed -> fc6_682 (in-place)
I1215 09:43:31.673517  2411 net.cpp:144] Setting up fc6_682_fixed
I1215 09:43:31.673523  2411 net.cpp:151] Top shape: 10 682 19 19 (2462020)
I1215 09:43:31.673527  2411 net.cpp:159] Memory required for data: 3285707480
I1215 09:43:31.673530  2411 layer_factory.hpp:77] Creating layer fc7_682
I1215 09:43:31.673539  2411 net.cpp:94] Creating Layer fc7_682
I1215 09:43:31.673542  2411 net.cpp:435] fc7_682 <- fc6_682
I1215 09:43:31.673547  2411 net.cpp:409] fc7_682 -> fc7_682
I1215 09:43:31.678894  2411 layer_factory.hpp:77] Creating layer fc7_682
I1215 09:43:31.684135  2411 net.cpp:144] Setting up fc7_682
I1215 09:43:31.684164  2411 net.cpp:151] Top shape: 10 1024 19 19 (3696640)
I1215 09:43:31.684166  2411 net.cpp:159] Memory required for data: 3300494040
I1215 09:43:31.684172  2411 layer_factory.hpp:77] Creating layer relu7
I1215 09:43:31.684177  2411 net.cpp:94] Creating Layer relu7
I1215 09:43:31.684180  2411 net.cpp:435] relu7 <- fc7_682
I1215 09:43:31.684185  2411 net.cpp:396] relu7 -> fc7_682 (in-place)
I1215 09:43:31.684192  2411 net.cpp:144] Setting up relu7
I1215 09:43:31.684195  2411 net.cpp:151] Top shape: 10 1024 19 19 (3696640)
I1215 09:43:31.684197  2411 net.cpp:159] Memory required for data: 3315280600
I1215 09:43:31.684200  2411 layer_factory.hpp:77] Creating layer fc7_682_fixed
I1215 09:43:31.684219  2411 net.cpp:94] Creating Layer fc7_682_fixed
I1215 09:43:31.684222  2411 net.cpp:435] fc7_682_fixed <- fc7_682
I1215 09:43:31.684226  2411 net.cpp:396] fc7_682_fixed -> fc7_682 (in-place)
I1215 09:43:31.684262  2411 net.cpp:144] Setting up fc7_682_fixed
I1215 09:43:31.684267  2411 net.cpp:151] Top shape: 10 1024 19 19 (3696640)
I1215 09:43:31.684270  2411 net.cpp:159] Memory required for data: 3330067160
I1215 09:43:31.684274  2411 layer_factory.hpp:77] Creating layer fc7_682_fc7_682_fixed_0_split
I1215 09:43:31.684280  2411 net.cpp:94] Creating Layer fc7_682_fc7_682_fixed_0_split
I1215 09:43:31.684283  2411 net.cpp:435] fc7_682_fc7_682_fixed_0_split <- fc7_682
I1215 09:43:31.684288  2411 net.cpp:409] fc7_682_fc7_682_fixed_0_split -> fc7_682_fc7_682_fixed_0_split_0
I1215 09:43:31.684294  2411 net.cpp:409] fc7_682_fc7_682_fixed_0_split -> fc7_682_fc7_682_fixed_0_split_1
I1215 09:43:31.684299  2411 net.cpp:409] fc7_682_fc7_682_fixed_0_split -> fc7_682_fc7_682_fixed_0_split_2
I1215 09:43:31.684305  2411 net.cpp:409] fc7_682_fc7_682_fixed_0_split -> fc7_682_fc7_682_fixed_0_split_3
I1215 09:43:31.684361  2411 net.cpp:144] Setting up fc7_682_fc7_682_fixed_0_split
I1215 09:43:31.684367  2411 net.cpp:151] Top shape: 10 1024 19 19 (3696640)
I1215 09:43:31.684371  2411 net.cpp:151] Top shape: 10 1024 19 19 (3696640)
I1215 09:43:31.684375  2411 net.cpp:151] Top shape: 10 1024 19 19 (3696640)
I1215 09:43:31.684377  2411 net.cpp:151] Top shape: 10 1024 19 19 (3696640)
I1215 09:43:31.684381  2411 net.cpp:159] Memory required for data: 3389213400
I1215 09:43:31.684383  2411 layer_factory.hpp:77] Creating layer conv6_1
I1215 09:43:31.684392  2411 net.cpp:94] Creating Layer conv6_1
I1215 09:43:31.684396  2411 net.cpp:435] conv6_1 <- fc7_682_fc7_682_fixed_0_split_0
I1215 09:43:31.684401  2411 net.cpp:409] conv6_1 -> conv6_1
I1215 09:43:31.686564  2411 layer_factory.hpp:77] Creating layer conv6_1
I1215 09:43:31.688948  2411 net.cpp:144] Setting up conv6_1
I1215 09:43:31.688959  2411 net.cpp:151] Top shape: 10 256 19 19 (924160)
I1215 09:43:31.688977  2411 net.cpp:159] Memory required for data: 3392910040
I1215 09:43:31.688983  2411 layer_factory.hpp:77] Creating layer conv6_1_relu
I1215 09:43:31.688988  2411 net.cpp:94] Creating Layer conv6_1_relu
I1215 09:43:31.688992  2411 net.cpp:435] conv6_1_relu <- conv6_1
I1215 09:43:31.688997  2411 net.cpp:396] conv6_1_relu -> conv6_1 (in-place)
I1215 09:43:31.689002  2411 net.cpp:144] Setting up conv6_1_relu
I1215 09:43:31.689007  2411 net.cpp:151] Top shape: 10 256 19 19 (924160)
I1215 09:43:31.689008  2411 net.cpp:159] Memory required for data: 3396606680
I1215 09:43:31.689011  2411 layer_factory.hpp:77] Creating layer conv6_1_fixed
I1215 09:43:31.689015  2411 net.cpp:94] Creating Layer conv6_1_fixed
I1215 09:43:31.689018  2411 net.cpp:435] conv6_1_fixed <- conv6_1
I1215 09:43:31.689021  2411 net.cpp:396] conv6_1_fixed -> conv6_1 (in-place)
I1215 09:43:31.689057  2411 net.cpp:144] Setting up conv6_1_fixed
I1215 09:43:31.689064  2411 net.cpp:151] Top shape: 10 256 19 19 (924160)
I1215 09:43:31.689066  2411 net.cpp:159] Memory required for data: 3400303320
I1215 09:43:31.689069  2411 layer_factory.hpp:77] Creating layer conv6_2
I1215 09:43:31.689077  2411 net.cpp:94] Creating Layer conv6_2
I1215 09:43:31.689080  2411 net.cpp:435] conv6_2 <- conv6_1
I1215 09:43:31.689086  2411 net.cpp:409] conv6_2 -> conv6_2
I1215 09:43:31.697764  2411 layer_factory.hpp:77] Creating layer conv6_2
I1215 09:43:31.706037  2411 net.cpp:144] Setting up conv6_2
I1215 09:43:31.706048  2411 net.cpp:151] Top shape: 10 512 10 10 (512000)
I1215 09:43:31.706066  2411 net.cpp:159] Memory required for data: 3402351320
I1215 09:43:31.706073  2411 layer_factory.hpp:77] Creating layer conv6_2_relu
I1215 09:43:31.706077  2411 net.cpp:94] Creating Layer conv6_2_relu
I1215 09:43:31.706080  2411 net.cpp:435] conv6_2_relu <- conv6_2
I1215 09:43:31.706085  2411 net.cpp:396] conv6_2_relu -> conv6_2 (in-place)
I1215 09:43:31.706091  2411 net.cpp:144] Setting up conv6_2_relu
I1215 09:43:31.706095  2411 net.cpp:151] Top shape: 10 512 10 10 (512000)
I1215 09:43:31.706097  2411 net.cpp:159] Memory required for data: 3404399320
I1215 09:43:31.706100  2411 layer_factory.hpp:77] Creating layer conv6_2_fixed
I1215 09:43:31.706120  2411 net.cpp:94] Creating Layer conv6_2_fixed
I1215 09:43:31.706123  2411 net.cpp:435] conv6_2_fixed <- conv6_2
I1215 09:43:31.706127  2411 net.cpp:396] conv6_2_fixed -> conv6_2 (in-place)
I1215 09:43:31.706164  2411 net.cpp:144] Setting up conv6_2_fixed
I1215 09:43:31.706171  2411 net.cpp:151] Top shape: 10 512 10 10 (512000)
I1215 09:43:31.706173  2411 net.cpp:159] Memory required for data: 3406447320
I1215 09:43:31.706176  2411 layer_factory.hpp:77] Creating layer conv6_2_conv6_2_fixed_0_split
I1215 09:43:31.706182  2411 net.cpp:94] Creating Layer conv6_2_conv6_2_fixed_0_split
I1215 09:43:31.706185  2411 net.cpp:435] conv6_2_conv6_2_fixed_0_split <- conv6_2
I1215 09:43:31.706190  2411 net.cpp:409] conv6_2_conv6_2_fixed_0_split -> conv6_2_conv6_2_fixed_0_split_0
I1215 09:43:31.706197  2411 net.cpp:409] conv6_2_conv6_2_fixed_0_split -> conv6_2_conv6_2_fixed_0_split_1
I1215 09:43:31.706204  2411 net.cpp:409] conv6_2_conv6_2_fixed_0_split -> conv6_2_conv6_2_fixed_0_split_2
I1215 09:43:31.706209  2411 net.cpp:409] conv6_2_conv6_2_fixed_0_split -> conv6_2_conv6_2_fixed_0_split_3
I1215 09:43:31.706267  2411 net.cpp:144] Setting up conv6_2_conv6_2_fixed_0_split
I1215 09:43:31.706274  2411 net.cpp:151] Top shape: 10 512 10 10 (512000)
I1215 09:43:31.706276  2411 net.cpp:151] Top shape: 10 512 10 10 (512000)
I1215 09:43:31.706279  2411 net.cpp:151] Top shape: 10 512 10 10 (512000)
I1215 09:43:31.706282  2411 net.cpp:151] Top shape: 10 512 10 10 (512000)
I1215 09:43:31.706285  2411 net.cpp:159] Memory required for data: 3414639320
I1215 09:43:31.706288  2411 layer_factory.hpp:77] Creating layer conv7_1
I1215 09:43:31.706296  2411 net.cpp:94] Creating Layer conv7_1
I1215 09:43:31.706300  2411 net.cpp:435] conv7_1 <- conv6_2_conv6_2_fixed_0_split_0
I1215 09:43:31.706305  2411 net.cpp:409] conv7_1 -> conv7_1
I1215 09:43:31.706856  2411 layer_factory.hpp:77] Creating layer conv7_1
I1215 09:43:31.707545  2411 net.cpp:144] Setting up conv7_1
I1215 09:43:31.707553  2411 net.cpp:151] Top shape: 10 128 10 10 (128000)
I1215 09:43:31.707556  2411 net.cpp:159] Memory required for data: 3415151320
I1215 09:43:31.707576  2411 layer_factory.hpp:77] Creating layer conv7_1_relu
I1215 09:43:31.707581  2411 net.cpp:94] Creating Layer conv7_1_relu
I1215 09:43:31.707583  2411 net.cpp:435] conv7_1_relu <- conv7_1
I1215 09:43:31.707587  2411 net.cpp:396] conv7_1_relu -> conv7_1 (in-place)
I1215 09:43:31.707593  2411 net.cpp:144] Setting up conv7_1_relu
I1215 09:43:31.707597  2411 net.cpp:151] Top shape: 10 128 10 10 (128000)
I1215 09:43:31.707599  2411 net.cpp:159] Memory required for data: 3415663320
I1215 09:43:31.707602  2411 layer_factory.hpp:77] Creating layer conv7_1_fixed
I1215 09:43:31.707609  2411 net.cpp:94] Creating Layer conv7_1_fixed
I1215 09:43:31.707612  2411 net.cpp:435] conv7_1_fixed <- conv7_1
I1215 09:43:31.707615  2411 net.cpp:396] conv7_1_fixed -> conv7_1 (in-place)
I1215 09:43:31.707649  2411 net.cpp:144] Setting up conv7_1_fixed
I1215 09:43:31.707656  2411 net.cpp:151] Top shape: 10 128 10 10 (128000)
I1215 09:43:31.707659  2411 net.cpp:159] Memory required for data: 3416175320
I1215 09:43:31.707662  2411 layer_factory.hpp:77] Creating layer conv7_2
I1215 09:43:31.707670  2411 net.cpp:94] Creating Layer conv7_2
I1215 09:43:31.707674  2411 net.cpp:435] conv7_2 <- conv7_1
I1215 09:43:31.707677  2411 net.cpp:409] conv7_2 -> conv7_2
I1215 09:43:31.710638  2411 layer_factory.hpp:77] Creating layer conv7_2
I1215 09:43:31.713807  2411 net.cpp:144] Setting up conv7_2
I1215 09:43:31.713819  2411 net.cpp:151] Top shape: 10 256 5 5 (64000)
I1215 09:43:31.713837  2411 net.cpp:159] Memory required for data: 3416431320
I1215 09:43:31.713843  2411 layer_factory.hpp:77] Creating layer conv7_2_relu
I1215 09:43:31.713848  2411 net.cpp:94] Creating Layer conv7_2_relu
I1215 09:43:31.713852  2411 net.cpp:435] conv7_2_relu <- conv7_2
I1215 09:43:31.713858  2411 net.cpp:396] conv7_2_relu -> conv7_2 (in-place)
I1215 09:43:31.713865  2411 net.cpp:144] Setting up conv7_2_relu
I1215 09:43:31.713867  2411 net.cpp:151] Top shape: 10 256 5 5 (64000)
I1215 09:43:31.713871  2411 net.cpp:159] Memory required for data: 3416687320
I1215 09:43:31.713872  2411 layer_factory.hpp:77] Creating layer conv7_2_fixed
I1215 09:43:31.713877  2411 net.cpp:94] Creating Layer conv7_2_fixed
I1215 09:43:31.713879  2411 net.cpp:435] conv7_2_fixed <- conv7_2
I1215 09:43:31.713883  2411 net.cpp:396] conv7_2_fixed -> conv7_2 (in-place)
I1215 09:43:31.713920  2411 net.cpp:144] Setting up conv7_2_fixed
I1215 09:43:31.713927  2411 net.cpp:151] Top shape: 10 256 5 5 (64000)
I1215 09:43:31.713929  2411 net.cpp:159] Memory required for data: 3416943320
I1215 09:43:31.713933  2411 layer_factory.hpp:77] Creating layer conv7_2_conv7_2_fixed_0_split
I1215 09:43:31.713939  2411 net.cpp:94] Creating Layer conv7_2_conv7_2_fixed_0_split
I1215 09:43:31.713941  2411 net.cpp:435] conv7_2_conv7_2_fixed_0_split <- conv7_2
I1215 09:43:31.713946  2411 net.cpp:409] conv7_2_conv7_2_fixed_0_split -> conv7_2_conv7_2_fixed_0_split_0
I1215 09:43:31.713953  2411 net.cpp:409] conv7_2_conv7_2_fixed_0_split -> conv7_2_conv7_2_fixed_0_split_1
I1215 09:43:31.713958  2411 net.cpp:409] conv7_2_conv7_2_fixed_0_split -> conv7_2_conv7_2_fixed_0_split_2
I1215 09:43:31.713963  2411 net.cpp:409] conv7_2_conv7_2_fixed_0_split -> conv7_2_conv7_2_fixed_0_split_3
I1215 09:43:31.714022  2411 net.cpp:144] Setting up conv7_2_conv7_2_fixed_0_split
I1215 09:43:31.714028  2411 net.cpp:151] Top shape: 10 256 5 5 (64000)
I1215 09:43:31.714032  2411 net.cpp:151] Top shape: 10 256 5 5 (64000)
I1215 09:43:31.714035  2411 net.cpp:151] Top shape: 10 256 5 5 (64000)
I1215 09:43:31.714038  2411 net.cpp:151] Top shape: 10 256 5 5 (64000)
I1215 09:43:31.714041  2411 net.cpp:159] Memory required for data: 3417967320
I1215 09:43:31.714043  2411 layer_factory.hpp:77] Creating layer conv8_1
I1215 09:43:31.714052  2411 net.cpp:94] Creating Layer conv8_1
I1215 09:43:31.714056  2411 net.cpp:435] conv8_1 <- conv7_2_conv7_2_fixed_0_split_0
I1215 09:43:31.714061  2411 net.cpp:409] conv8_1 -> conv8_1
I1215 09:43:31.715049  2411 layer_factory.hpp:77] Creating layer conv8_1
I1215 09:43:31.715548  2411 net.cpp:144] Setting up conv8_1
I1215 09:43:31.715555  2411 net.cpp:151] Top shape: 10 128 5 5 (32000)
I1215 09:43:31.715559  2411 net.cpp:159] Memory required for data: 3418095320
I1215 09:43:31.715564  2411 layer_factory.hpp:77] Creating layer conv8_1_relu
I1215 09:43:31.715569  2411 net.cpp:94] Creating Layer conv8_1_relu
I1215 09:43:31.715571  2411 net.cpp:435] conv8_1_relu <- conv8_1
I1215 09:43:31.715576  2411 net.cpp:396] conv8_1_relu -> conv8_1 (in-place)
I1215 09:43:31.715582  2411 net.cpp:144] Setting up conv8_1_relu
I1215 09:43:31.715586  2411 net.cpp:151] Top shape: 10 128 5 5 (32000)
I1215 09:43:31.715589  2411 net.cpp:159] Memory required for data: 3418223320
I1215 09:43:31.715591  2411 layer_factory.hpp:77] Creating layer conv8_1_fixed
I1215 09:43:31.715595  2411 net.cpp:94] Creating Layer conv8_1_fixed
I1215 09:43:31.715598  2411 net.cpp:435] conv8_1_fixed <- conv8_1
I1215 09:43:31.715601  2411 net.cpp:396] conv8_1_fixed -> conv8_1 (in-place)
I1215 09:43:31.715637  2411 net.cpp:144] Setting up conv8_1_fixed
I1215 09:43:31.715641  2411 net.cpp:151] Top shape: 10 128 5 5 (32000)
I1215 09:43:31.715644  2411 net.cpp:159] Memory required for data: 3418351320
I1215 09:43:31.715647  2411 layer_factory.hpp:77] Creating layer conv8_2
I1215 09:43:31.715656  2411 net.cpp:94] Creating Layer conv8_2
I1215 09:43:31.715658  2411 net.cpp:435] conv8_2 <- conv8_1
I1215 09:43:31.715663  2411 net.cpp:409] conv8_2 -> conv8_2
I1215 09:43:31.718634  2411 layer_factory.hpp:77] Creating layer conv8_2
I1215 09:43:31.721716  2411 net.cpp:144] Setting up conv8_2
I1215 09:43:31.721729  2411 net.cpp:151] Top shape: 10 256 3 3 (23040)
I1215 09:43:31.721746  2411 net.cpp:159] Memory required for data: 3418443480
I1215 09:43:31.721752  2411 layer_factory.hpp:77] Creating layer conv8_2_relu
I1215 09:43:31.721758  2411 net.cpp:94] Creating Layer conv8_2_relu
I1215 09:43:31.721761  2411 net.cpp:435] conv8_2_relu <- conv8_2
I1215 09:43:31.721766  2411 net.cpp:396] conv8_2_relu -> conv8_2 (in-place)
I1215 09:43:31.721772  2411 net.cpp:144] Setting up conv8_2_relu
I1215 09:43:31.721776  2411 net.cpp:151] Top shape: 10 256 3 3 (23040)
I1215 09:43:31.721778  2411 net.cpp:159] Memory required for data: 3418535640
I1215 09:43:31.721781  2411 layer_factory.hpp:77] Creating layer conv8_2_fixed
I1215 09:43:31.721786  2411 net.cpp:94] Creating Layer conv8_2_fixed
I1215 09:43:31.721788  2411 net.cpp:435] conv8_2_fixed <- conv8_2
I1215 09:43:31.721791  2411 net.cpp:396] conv8_2_fixed -> conv8_2 (in-place)
I1215 09:43:31.721829  2411 net.cpp:144] Setting up conv8_2_fixed
I1215 09:43:31.721835  2411 net.cpp:151] Top shape: 10 256 3 3 (23040)
I1215 09:43:31.721839  2411 net.cpp:159] Memory required for data: 3418627800
I1215 09:43:31.721843  2411 layer_factory.hpp:77] Creating layer conv8_2_conv8_2_fixed_0_split
I1215 09:43:31.721848  2411 net.cpp:94] Creating Layer conv8_2_conv8_2_fixed_0_split
I1215 09:43:31.721850  2411 net.cpp:435] conv8_2_conv8_2_fixed_0_split <- conv8_2
I1215 09:43:31.721855  2411 net.cpp:409] conv8_2_conv8_2_fixed_0_split -> conv8_2_conv8_2_fixed_0_split_0
I1215 09:43:31.721861  2411 net.cpp:409] conv8_2_conv8_2_fixed_0_split -> conv8_2_conv8_2_fixed_0_split_1
I1215 09:43:31.721868  2411 net.cpp:409] conv8_2_conv8_2_fixed_0_split -> conv8_2_conv8_2_fixed_0_split_2
I1215 09:43:31.721873  2411 net.cpp:409] conv8_2_conv8_2_fixed_0_split -> conv8_2_conv8_2_fixed_0_split_3
I1215 09:43:31.721932  2411 net.cpp:144] Setting up conv8_2_conv8_2_fixed_0_split
I1215 09:43:31.721938  2411 net.cpp:151] Top shape: 10 256 3 3 (23040)
I1215 09:43:31.721941  2411 net.cpp:151] Top shape: 10 256 3 3 (23040)
I1215 09:43:31.721945  2411 net.cpp:151] Top shape: 10 256 3 3 (23040)
I1215 09:43:31.721948  2411 net.cpp:151] Top shape: 10 256 3 3 (23040)
I1215 09:43:31.721951  2411 net.cpp:159] Memory required for data: 3418996440
I1215 09:43:31.721952  2411 layer_factory.hpp:77] Creating layer conv9_1
I1215 09:43:31.721961  2411 net.cpp:94] Creating Layer conv9_1
I1215 09:43:31.721964  2411 net.cpp:435] conv9_1 <- conv8_2_conv8_2_fixed_0_split_0
I1215 09:43:31.721969  2411 net.cpp:409] conv9_1 -> conv9_1
I1215 09:43:31.722348  2411 layer_factory.hpp:77] Creating layer conv9_1
I1215 09:43:31.722887  2411 net.cpp:144] Setting up conv9_1
I1215 09:43:31.722893  2411 net.cpp:151] Top shape: 10 128 3 3 (11520)
I1215 09:43:31.722895  2411 net.cpp:159] Memory required for data: 3419042520
I1215 09:43:31.722921  2411 layer_factory.hpp:77] Creating layer conv9_1_relu
I1215 09:43:31.722926  2411 net.cpp:94] Creating Layer conv9_1_relu
I1215 09:43:31.722929  2411 net.cpp:435] conv9_1_relu <- conv9_1
I1215 09:43:31.722934  2411 net.cpp:396] conv9_1_relu -> conv9_1 (in-place)
I1215 09:43:31.722939  2411 net.cpp:144] Setting up conv9_1_relu
I1215 09:43:31.722941  2411 net.cpp:151] Top shape: 10 128 3 3 (11520)
I1215 09:43:31.722944  2411 net.cpp:159] Memory required for data: 3419088600
I1215 09:43:31.722946  2411 layer_factory.hpp:77] Creating layer conv9_1_fixed
I1215 09:43:31.722966  2411 net.cpp:94] Creating Layer conv9_1_fixed
I1215 09:43:31.722968  2411 net.cpp:435] conv9_1_fixed <- conv9_1
I1215 09:43:31.722972  2411 net.cpp:396] conv9_1_fixed -> conv9_1 (in-place)
I1215 09:43:31.723009  2411 net.cpp:144] Setting up conv9_1_fixed
I1215 09:43:31.723016  2411 net.cpp:151] Top shape: 10 128 3 3 (11520)
I1215 09:43:31.723018  2411 net.cpp:159] Memory required for data: 3419134680
I1215 09:43:31.723022  2411 layer_factory.hpp:77] Creating layer conv9_2
I1215 09:43:31.723031  2411 net.cpp:94] Creating Layer conv9_2
I1215 09:43:31.723033  2411 net.cpp:435] conv9_2 <- conv9_1
I1215 09:43:31.723038  2411 net.cpp:409] conv9_2 -> conv9_2
I1215 09:43:31.726069  2411 layer_factory.hpp:77] Creating layer conv9_2
I1215 09:43:31.729245  2411 net.cpp:144] Setting up conv9_2
I1215 09:43:31.729259  2411 net.cpp:151] Top shape: 10 256 1 1 (2560)
I1215 09:43:31.729260  2411 net.cpp:159] Memory required for data: 3419144920
I1215 09:43:31.729267  2411 layer_factory.hpp:77] Creating layer conv9_2_relu
I1215 09:43:31.729272  2411 net.cpp:94] Creating Layer conv9_2_relu
I1215 09:43:31.729275  2411 net.cpp:435] conv9_2_relu <- conv9_2
I1215 09:43:31.729280  2411 net.cpp:396] conv9_2_relu -> conv9_2 (in-place)
I1215 09:43:31.729286  2411 net.cpp:144] Setting up conv9_2_relu
I1215 09:43:31.729290  2411 net.cpp:151] Top shape: 10 256 1 1 (2560)
I1215 09:43:31.729292  2411 net.cpp:159] Memory required for data: 3419155160
I1215 09:43:31.729295  2411 layer_factory.hpp:77] Creating layer conv9_2_fixed
I1215 09:43:31.729300  2411 net.cpp:94] Creating Layer conv9_2_fixed
I1215 09:43:31.729302  2411 net.cpp:435] conv9_2_fixed <- conv9_2
I1215 09:43:31.729306  2411 net.cpp:396] conv9_2_fixed -> conv9_2 (in-place)
I1215 09:43:31.729342  2411 net.cpp:144] Setting up conv9_2_fixed
I1215 09:43:31.729351  2411 net.cpp:151] Top shape: 10 256 1 1 (2560)
I1215 09:43:31.729354  2411 net.cpp:159] Memory required for data: 3419165400
I1215 09:43:31.729358  2411 layer_factory.hpp:77] Creating layer conv9_2_conv9_2_fixed_0_split
I1215 09:43:31.729363  2411 net.cpp:94] Creating Layer conv9_2_conv9_2_fixed_0_split
I1215 09:43:31.729365  2411 net.cpp:435] conv9_2_conv9_2_fixed_0_split <- conv9_2
I1215 09:43:31.729370  2411 net.cpp:409] conv9_2_conv9_2_fixed_0_split -> conv9_2_conv9_2_fixed_0_split_0
I1215 09:43:31.729377  2411 net.cpp:409] conv9_2_conv9_2_fixed_0_split -> conv9_2_conv9_2_fixed_0_split_1
I1215 09:43:31.729382  2411 net.cpp:409] conv9_2_conv9_2_fixed_0_split -> conv9_2_conv9_2_fixed_0_split_2
I1215 09:43:31.729430  2411 net.cpp:144] Setting up conv9_2_conv9_2_fixed_0_split
I1215 09:43:31.729436  2411 net.cpp:151] Top shape: 10 256 1 1 (2560)
I1215 09:43:31.729440  2411 net.cpp:151] Top shape: 10 256 1 1 (2560)
I1215 09:43:31.729444  2411 net.cpp:151] Top shape: 10 256 1 1 (2560)
I1215 09:43:31.729445  2411 net.cpp:159] Memory required for data: 3419196120
I1215 09:43:31.729449  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc
I1215 09:43:31.729457  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_loc
I1215 09:43:31.729460  2411 net.cpp:435] conv4_3_norm_mbox_loc <- conv4_3_conv4_3_fixed_0_split_1
I1215 09:43:31.729466  2411 net.cpp:409] conv4_3_norm_mbox_loc -> conv4_3_norm_mbox_loc
I1215 09:43:31.730079  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc
I1215 09:43:31.730826  2411 net.cpp:144] Setting up conv4_3_norm_mbox_loc
I1215 09:43:31.730834  2411 net.cpp:151] Top shape: 10 16 38 38 (231040)
I1215 09:43:31.730836  2411 net.cpp:159] Memory required for data: 3420120280
I1215 09:43:31.730842  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc_fixed
I1215 09:43:31.730849  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_loc_fixed
I1215 09:43:31.730851  2411 net.cpp:435] conv4_3_norm_mbox_loc_fixed <- conv4_3_norm_mbox_loc
I1215 09:43:31.730856  2411 net.cpp:396] conv4_3_norm_mbox_loc_fixed -> conv4_3_norm_mbox_loc (in-place)
I1215 09:43:31.730893  2411 net.cpp:144] Setting up conv4_3_norm_mbox_loc_fixed
I1215 09:43:31.730898  2411 net.cpp:151] Top shape: 10 16 38 38 (231040)
I1215 09:43:31.730901  2411 net.cpp:159] Memory required for data: 3421044440
I1215 09:43:31.730904  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc_perm
I1215 09:43:31.730911  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_loc_perm
I1215 09:43:31.730913  2411 net.cpp:435] conv4_3_norm_mbox_loc_perm <- conv4_3_norm_mbox_loc
I1215 09:43:31.730919  2411 net.cpp:409] conv4_3_norm_mbox_loc_perm -> conv4_3_norm_mbox_loc_perm
I1215 09:43:31.731019  2411 net.cpp:144] Setting up conv4_3_norm_mbox_loc_perm
I1215 09:43:31.731024  2411 net.cpp:151] Top shape: 10 38 38 16 (231040)
I1215 09:43:31.731027  2411 net.cpp:159] Memory required for data: 3421968600
I1215 09:43:31.731046  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc_flat
I1215 09:43:31.731052  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_loc_flat
I1215 09:43:31.731055  2411 net.cpp:435] conv4_3_norm_mbox_loc_flat <- conv4_3_norm_mbox_loc_perm
I1215 09:43:31.731060  2411 net.cpp:409] conv4_3_norm_mbox_loc_flat -> conv4_3_norm_mbox_loc_flat
I1215 09:43:31.731087  2411 net.cpp:144] Setting up conv4_3_norm_mbox_loc_flat
I1215 09:43:31.731094  2411 net.cpp:151] Top shape: 10 23104 (231040)
I1215 09:43:31.731096  2411 net.cpp:159] Memory required for data: 3422892760
I1215 09:43:31.731099  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf
I1215 09:43:31.731107  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_conf
I1215 09:43:31.731110  2411 net.cpp:435] conv4_3_norm_mbox_conf <- conv4_3_conv4_3_fixed_0_split_2
I1215 09:43:31.731115  2411 net.cpp:409] conv4_3_norm_mbox_conf -> conv4_3_norm_mbox_conf
I1215 09:43:31.734678  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf
I1215 09:43:31.738257  2411 net.cpp:144] Setting up conv4_3_norm_mbox_conf
I1215 09:43:31.738286  2411 net.cpp:151] Top shape: 10 84 38 38 (1212960)
I1215 09:43:31.738288  2411 net.cpp:159] Memory required for data: 3427744600
I1215 09:43:31.738294  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf_fixed
I1215 09:43:31.738301  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_conf_fixed
I1215 09:43:31.738303  2411 net.cpp:435] conv4_3_norm_mbox_conf_fixed <- conv4_3_norm_mbox_conf
I1215 09:43:31.738308  2411 net.cpp:396] conv4_3_norm_mbox_conf_fixed -> conv4_3_norm_mbox_conf (in-place)
I1215 09:43:31.738349  2411 net.cpp:144] Setting up conv4_3_norm_mbox_conf_fixed
I1215 09:43:31.738354  2411 net.cpp:151] Top shape: 10 84 38 38 (1212960)
I1215 09:43:31.738358  2411 net.cpp:159] Memory required for data: 3432596440
I1215 09:43:31.738360  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf_perm
I1215 09:43:31.738366  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_conf_perm
I1215 09:43:31.738369  2411 net.cpp:435] conv4_3_norm_mbox_conf_perm <- conv4_3_norm_mbox_conf
I1215 09:43:31.738374  2411 net.cpp:409] conv4_3_norm_mbox_conf_perm -> conv4_3_norm_mbox_conf_perm
I1215 09:43:31.738479  2411 net.cpp:144] Setting up conv4_3_norm_mbox_conf_perm
I1215 09:43:31.738487  2411 net.cpp:151] Top shape: 10 38 38 84 (1212960)
I1215 09:43:31.738489  2411 net.cpp:159] Memory required for data: 3437448280
I1215 09:43:31.738492  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf_flat
I1215 09:43:31.738497  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_conf_flat
I1215 09:43:31.738500  2411 net.cpp:435] conv4_3_norm_mbox_conf_flat <- conv4_3_norm_mbox_conf_perm
I1215 09:43:31.738505  2411 net.cpp:409] conv4_3_norm_mbox_conf_flat -> conv4_3_norm_mbox_conf_flat
I1215 09:43:31.738529  2411 net.cpp:144] Setting up conv4_3_norm_mbox_conf_flat
I1215 09:43:31.738535  2411 net.cpp:151] Top shape: 10 121296 (1212960)
I1215 09:43:31.738538  2411 net.cpp:159] Memory required for data: 3442300120
I1215 09:43:31.738540  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_priorbox
I1215 09:43:31.738548  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_priorbox
I1215 09:43:31.738550  2411 net.cpp:435] conv4_3_norm_mbox_priorbox <- conv4_3_conv4_3_fixed_0_split_3
I1215 09:43:31.738554  2411 net.cpp:435] conv4_3_norm_mbox_priorbox <- data_data_fixed_0_split_1
I1215 09:43:31.738559  2411 net.cpp:409] conv4_3_norm_mbox_priorbox -> conv4_3_norm_mbox_priorbox
I1215 09:43:31.738587  2411 net.cpp:144] Setting up conv4_3_norm_mbox_priorbox
I1215 09:43:31.738593  2411 net.cpp:151] Top shape: 1 2 23104 (46208)
I1215 09:43:31.738595  2411 net.cpp:159] Memory required for data: 3442484952
I1215 09:43:31.738597  2411 layer_factory.hpp:77] Creating layer fc7_mbox_loc
I1215 09:43:31.738607  2411 net.cpp:94] Creating Layer fc7_mbox_loc
I1215 09:43:31.738610  2411 net.cpp:435] fc7_mbox_loc <- fc7_682_fc7_682_fixed_0_split_1
I1215 09:43:31.738616  2411 net.cpp:409] fc7_mbox_loc -> fc7_mbox_loc
I1215 09:43:31.739985  2411 layer_factory.hpp:77] Creating layer fc7_mbox_loc
I1215 09:43:31.741559  2411 net.cpp:144] Setting up fc7_mbox_loc
I1215 09:43:31.741567  2411 net.cpp:151] Top shape: 10 24 19 19 (86640)
I1215 09:43:31.741569  2411 net.cpp:159] Memory required for data: 3442831512
I1215 09:43:31.741575  2411 layer_factory.hpp:77] Creating layer fc7_mbox_loc_fixed
I1215 09:43:31.741581  2411 net.cpp:94] Creating Layer fc7_mbox_loc_fixed
I1215 09:43:31.741585  2411 net.cpp:435] fc7_mbox_loc_fixed <- fc7_mbox_loc
I1215 09:43:31.741588  2411 net.cpp:396] fc7_mbox_loc_fixed -> fc7_mbox_loc (in-place)
I1215 09:43:31.741626  2411 net.cpp:144] Setting up fc7_mbox_loc_fixed
I1215 09:43:31.741631  2411 net.cpp:151] Top shape: 10 24 19 19 (86640)
I1215 09:43:31.741634  2411 net.cpp:159] Memory required for data: 3443178072
I1215 09:43:31.741637  2411 layer_factory.hpp:77] Creating layer fc7_mbox_loc_perm
I1215 09:43:31.741642  2411 net.cpp:94] Creating Layer fc7_mbox_loc_perm
I1215 09:43:31.741645  2411 net.cpp:435] fc7_mbox_loc_perm <- fc7_mbox_loc
I1215 09:43:31.741650  2411 net.cpp:409] fc7_mbox_loc_perm -> fc7_mbox_loc_perm
I1215 09:43:31.741749  2411 net.cpp:144] Setting up fc7_mbox_loc_perm
I1215 09:43:31.741755  2411 net.cpp:151] Top shape: 10 19 19 24 (86640)
I1215 09:43:31.741757  2411 net.cpp:159] Memory required for data: 3443524632
I1215 09:43:31.741760  2411 layer_factory.hpp:77] Creating layer fc7_mbox_loc_flat
I1215 09:43:31.741765  2411 net.cpp:94] Creating Layer fc7_mbox_loc_flat
I1215 09:43:31.741767  2411 net.cpp:435] fc7_mbox_loc_flat <- fc7_mbox_loc_perm
I1215 09:43:31.741772  2411 net.cpp:409] fc7_mbox_loc_flat -> fc7_mbox_loc_flat
I1215 09:43:31.741796  2411 net.cpp:144] Setting up fc7_mbox_loc_flat
I1215 09:43:31.741801  2411 net.cpp:151] Top shape: 10 8664 (86640)
I1215 09:43:31.741804  2411 net.cpp:159] Memory required for data: 3443871192
I1215 09:43:31.741807  2411 layer_factory.hpp:77] Creating layer fc7_mbox_conf
I1215 09:43:31.741816  2411 net.cpp:94] Creating Layer fc7_mbox_conf
I1215 09:43:31.741818  2411 net.cpp:435] fc7_mbox_conf <- fc7_682_fc7_682_fixed_0_split_2
I1215 09:43:31.741824  2411 net.cpp:409] fc7_mbox_conf -> fc7_mbox_conf
I1215 09:43:31.750406  2411 layer_factory.hpp:77] Creating layer fc7_mbox_conf
I1215 09:43:31.759167  2411 net.cpp:144] Setting up fc7_mbox_conf
I1215 09:43:31.759179  2411 net.cpp:151] Top shape: 10 126 19 19 (454860)
I1215 09:43:31.759182  2411 net.cpp:159] Memory required for data: 3445690632
I1215 09:43:31.759189  2411 layer_factory.hpp:77] Creating layer fc7_mbox_conf_fixed
I1215 09:43:31.759196  2411 net.cpp:94] Creating Layer fc7_mbox_conf_fixed
I1215 09:43:31.759199  2411 net.cpp:435] fc7_mbox_conf_fixed <- fc7_mbox_conf
I1215 09:43:31.759204  2411 net.cpp:396] fc7_mbox_conf_fixed -> fc7_mbox_conf (in-place)
I1215 09:43:31.759245  2411 net.cpp:144] Setting up fc7_mbox_conf_fixed
I1215 09:43:31.759250  2411 net.cpp:151] Top shape: 10 126 19 19 (454860)
I1215 09:43:31.759253  2411 net.cpp:159] Memory required for data: 3447510072
I1215 09:43:31.759256  2411 layer_factory.hpp:77] Creating layer fc7_mbox_conf_perm
I1215 09:43:31.759261  2411 net.cpp:94] Creating Layer fc7_mbox_conf_perm
I1215 09:43:31.759264  2411 net.cpp:435] fc7_mbox_conf_perm <- fc7_mbox_conf
I1215 09:43:31.759269  2411 net.cpp:409] fc7_mbox_conf_perm -> fc7_mbox_conf_perm
I1215 09:43:31.759372  2411 net.cpp:144] Setting up fc7_mbox_conf_perm
I1215 09:43:31.759379  2411 net.cpp:151] Top shape: 10 19 19 126 (454860)
I1215 09:43:31.759382  2411 net.cpp:159] Memory required for data: 3449329512
I1215 09:43:31.759384  2411 layer_factory.hpp:77] Creating layer fc7_mbox_conf_flat
I1215 09:43:31.759389  2411 net.cpp:94] Creating Layer fc7_mbox_conf_flat
I1215 09:43:31.759393  2411 net.cpp:435] fc7_mbox_conf_flat <- fc7_mbox_conf_perm
I1215 09:43:31.759397  2411 net.cpp:409] fc7_mbox_conf_flat -> fc7_mbox_conf_flat
I1215 09:43:31.759423  2411 net.cpp:144] Setting up fc7_mbox_conf_flat
I1215 09:43:31.759428  2411 net.cpp:151] Top shape: 10 45486 (454860)
I1215 09:43:31.759431  2411 net.cpp:159] Memory required for data: 3451148952
I1215 09:43:31.759433  2411 layer_factory.hpp:77] Creating layer fc7_mbox_priorbox
I1215 09:43:31.759439  2411 net.cpp:94] Creating Layer fc7_mbox_priorbox
I1215 09:43:31.759443  2411 net.cpp:435] fc7_mbox_priorbox <- fc7_682_fc7_682_fixed_0_split_3
I1215 09:43:31.759447  2411 net.cpp:435] fc7_mbox_priorbox <- data_data_fixed_0_split_2
I1215 09:43:31.759452  2411 net.cpp:409] fc7_mbox_priorbox -> fc7_mbox_priorbox
I1215 09:43:31.759479  2411 net.cpp:144] Setting up fc7_mbox_priorbox
I1215 09:43:31.759485  2411 net.cpp:151] Top shape: 1 2 8664 (17328)
I1215 09:43:31.759487  2411 net.cpp:159] Memory required for data: 3451218264
I1215 09:43:31.759490  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc
I1215 09:43:31.759498  2411 net.cpp:94] Creating Layer conv6_2_mbox_loc
I1215 09:43:31.759501  2411 net.cpp:435] conv6_2_mbox_loc <- conv6_2_conv6_2_fixed_0_split_1
I1215 09:43:31.759507  2411 net.cpp:409] conv6_2_mbox_loc -> conv6_2_mbox_loc
I1215 09:43:31.760352  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc
I1215 09:43:31.761301  2411 net.cpp:144] Setting up conv6_2_mbox_loc
I1215 09:43:31.761309  2411 net.cpp:151] Top shape: 10 24 10 10 (24000)
I1215 09:43:31.761312  2411 net.cpp:159] Memory required for data: 3451314264
I1215 09:43:31.761317  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc_fixed
I1215 09:43:31.761323  2411 net.cpp:94] Creating Layer conv6_2_mbox_loc_fixed
I1215 09:43:31.761327  2411 net.cpp:435] conv6_2_mbox_loc_fixed <- conv6_2_mbox_loc
I1215 09:43:31.761330  2411 net.cpp:396] conv6_2_mbox_loc_fixed -> conv6_2_mbox_loc (in-place)
I1215 09:43:31.761370  2411 net.cpp:144] Setting up conv6_2_mbox_loc_fixed
I1215 09:43:31.761374  2411 net.cpp:151] Top shape: 10 24 10 10 (24000)
I1215 09:43:31.761377  2411 net.cpp:159] Memory required for data: 3451410264
I1215 09:43:31.761381  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc_perm
I1215 09:43:31.761386  2411 net.cpp:94] Creating Layer conv6_2_mbox_loc_perm
I1215 09:43:31.761389  2411 net.cpp:435] conv6_2_mbox_loc_perm <- conv6_2_mbox_loc
I1215 09:43:31.761394  2411 net.cpp:409] conv6_2_mbox_loc_perm -> conv6_2_mbox_loc_perm
I1215 09:43:31.761495  2411 net.cpp:144] Setting up conv6_2_mbox_loc_perm
I1215 09:43:31.761502  2411 net.cpp:151] Top shape: 10 10 10 24 (24000)
I1215 09:43:31.761504  2411 net.cpp:159] Memory required for data: 3451506264
I1215 09:43:31.761507  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc_flat
I1215 09:43:31.761512  2411 net.cpp:94] Creating Layer conv6_2_mbox_loc_flat
I1215 09:43:31.761515  2411 net.cpp:435] conv6_2_mbox_loc_flat <- conv6_2_mbox_loc_perm
I1215 09:43:31.761519  2411 net.cpp:409] conv6_2_mbox_loc_flat -> conv6_2_mbox_loc_flat
I1215 09:43:31.761543  2411 net.cpp:144] Setting up conv6_2_mbox_loc_flat
I1215 09:43:31.761549  2411 net.cpp:151] Top shape: 10 2400 (24000)
I1215 09:43:31.761551  2411 net.cpp:159] Memory required for data: 3451602264
I1215 09:43:31.761554  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf
I1215 09:43:31.761562  2411 net.cpp:94] Creating Layer conv6_2_mbox_conf
I1215 09:43:31.761565  2411 net.cpp:435] conv6_2_mbox_conf <- conv6_2_conv6_2_fixed_0_split_2
I1215 09:43:31.761570  2411 net.cpp:409] conv6_2_mbox_conf -> conv6_2_mbox_conf
I1215 09:43:31.766157  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf
I1215 09:43:31.770907  2411 net.cpp:144] Setting up conv6_2_mbox_conf
I1215 09:43:31.770920  2411 net.cpp:151] Top shape: 10 126 10 10 (126000)
I1215 09:43:31.770922  2411 net.cpp:159] Memory required for data: 3452106264
I1215 09:43:31.770928  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf_fixed
I1215 09:43:31.770936  2411 net.cpp:94] Creating Layer conv6_2_mbox_conf_fixed
I1215 09:43:31.770938  2411 net.cpp:435] conv6_2_mbox_conf_fixed <- conv6_2_mbox_conf
I1215 09:43:31.770943  2411 net.cpp:396] conv6_2_mbox_conf_fixed -> conv6_2_mbox_conf (in-place)
I1215 09:43:31.770985  2411 net.cpp:144] Setting up conv6_2_mbox_conf_fixed
I1215 09:43:31.770990  2411 net.cpp:151] Top shape: 10 126 10 10 (126000)
I1215 09:43:31.770993  2411 net.cpp:159] Memory required for data: 3452610264
I1215 09:43:31.770998  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf_perm
I1215 09:43:31.771003  2411 net.cpp:94] Creating Layer conv6_2_mbox_conf_perm
I1215 09:43:31.771006  2411 net.cpp:435] conv6_2_mbox_conf_perm <- conv6_2_mbox_conf
I1215 09:43:31.771011  2411 net.cpp:409] conv6_2_mbox_conf_perm -> conv6_2_mbox_conf_perm
I1215 09:43:31.771114  2411 net.cpp:144] Setting up conv6_2_mbox_conf_perm
I1215 09:43:31.771121  2411 net.cpp:151] Top shape: 10 10 10 126 (126000)
I1215 09:43:31.771123  2411 net.cpp:159] Memory required for data: 3453114264
I1215 09:43:31.771126  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf_flat
I1215 09:43:31.771131  2411 net.cpp:94] Creating Layer conv6_2_mbox_conf_flat
I1215 09:43:31.771134  2411 net.cpp:435] conv6_2_mbox_conf_flat <- conv6_2_mbox_conf_perm
I1215 09:43:31.771138  2411 net.cpp:409] conv6_2_mbox_conf_flat -> conv6_2_mbox_conf_flat
I1215 09:43:31.771163  2411 net.cpp:144] Setting up conv6_2_mbox_conf_flat
I1215 09:43:31.771168  2411 net.cpp:151] Top shape: 10 12600 (126000)
I1215 09:43:31.771172  2411 net.cpp:159] Memory required for data: 3453618264
I1215 09:43:31.771174  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_priorbox
I1215 09:43:31.771180  2411 net.cpp:94] Creating Layer conv6_2_mbox_priorbox
I1215 09:43:31.771183  2411 net.cpp:435] conv6_2_mbox_priorbox <- conv6_2_conv6_2_fixed_0_split_3
I1215 09:43:31.771188  2411 net.cpp:435] conv6_2_mbox_priorbox <- data_data_fixed_0_split_3
I1215 09:43:31.771193  2411 net.cpp:409] conv6_2_mbox_priorbox -> conv6_2_mbox_priorbox
I1215 09:43:31.771220  2411 net.cpp:144] Setting up conv6_2_mbox_priorbox
I1215 09:43:31.771226  2411 net.cpp:151] Top shape: 1 2 2400 (4800)
I1215 09:43:31.771229  2411 net.cpp:159] Memory required for data: 3453637464
I1215 09:43:31.771230  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc
I1215 09:43:31.771239  2411 net.cpp:94] Creating Layer conv7_2_mbox_loc
I1215 09:43:31.771244  2411 net.cpp:435] conv7_2_mbox_loc <- conv7_2_conv7_2_fixed_0_split_1
I1215 09:43:31.771248  2411 net.cpp:409] conv7_2_mbox_loc -> conv7_2_mbox_loc
I1215 09:43:31.771805  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc
I1215 09:43:31.772457  2411 net.cpp:144] Setting up conv7_2_mbox_loc
I1215 09:43:31.772464  2411 net.cpp:151] Top shape: 10 24 5 5 (6000)
I1215 09:43:31.772467  2411 net.cpp:159] Memory required for data: 3453661464
I1215 09:43:31.772472  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc_fixed
I1215 09:43:31.772477  2411 net.cpp:94] Creating Layer conv7_2_mbox_loc_fixed
I1215 09:43:31.772481  2411 net.cpp:435] conv7_2_mbox_loc_fixed <- conv7_2_mbox_loc
I1215 09:43:31.772485  2411 net.cpp:396] conv7_2_mbox_loc_fixed -> conv7_2_mbox_loc (in-place)
I1215 09:43:31.772526  2411 net.cpp:144] Setting up conv7_2_mbox_loc_fixed
I1215 09:43:31.772531  2411 net.cpp:151] Top shape: 10 24 5 5 (6000)
I1215 09:43:31.772533  2411 net.cpp:159] Memory required for data: 3453685464
I1215 09:43:31.772537  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc_perm
I1215 09:43:31.772542  2411 net.cpp:94] Creating Layer conv7_2_mbox_loc_perm
I1215 09:43:31.772545  2411 net.cpp:435] conv7_2_mbox_loc_perm <- conv7_2_mbox_loc
I1215 09:43:31.772550  2411 net.cpp:409] conv7_2_mbox_loc_perm -> conv7_2_mbox_loc_perm
I1215 09:43:31.772651  2411 net.cpp:144] Setting up conv7_2_mbox_loc_perm
I1215 09:43:31.772658  2411 net.cpp:151] Top shape: 10 5 5 24 (6000)
I1215 09:43:31.772660  2411 net.cpp:159] Memory required for data: 3453709464
I1215 09:43:31.772663  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc_flat
I1215 09:43:31.772668  2411 net.cpp:94] Creating Layer conv7_2_mbox_loc_flat
I1215 09:43:31.772671  2411 net.cpp:435] conv7_2_mbox_loc_flat <- conv7_2_mbox_loc_perm
I1215 09:43:31.772675  2411 net.cpp:409] conv7_2_mbox_loc_flat -> conv7_2_mbox_loc_flat
I1215 09:43:31.772699  2411 net.cpp:144] Setting up conv7_2_mbox_loc_flat
I1215 09:43:31.772706  2411 net.cpp:151] Top shape: 10 600 (6000)
I1215 09:43:31.772708  2411 net.cpp:159] Memory required for data: 3453733464
I1215 09:43:31.772711  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf
I1215 09:43:31.772718  2411 net.cpp:94] Creating Layer conv7_2_mbox_conf
I1215 09:43:31.772722  2411 net.cpp:435] conv7_2_mbox_conf <- conv7_2_conv7_2_fixed_0_split_2
I1215 09:43:31.772727  2411 net.cpp:409] conv7_2_mbox_conf -> conv7_2_mbox_conf
I1215 09:43:31.775902  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf
I1215 09:43:31.778976  2411 net.cpp:144] Setting up conv7_2_mbox_conf
I1215 09:43:31.778988  2411 net.cpp:151] Top shape: 10 126 5 5 (31500)
I1215 09:43:31.778990  2411 net.cpp:159] Memory required for data: 3453859464
I1215 09:43:31.778997  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf_fixed
I1215 09:43:31.779002  2411 net.cpp:94] Creating Layer conv7_2_mbox_conf_fixed
I1215 09:43:31.779006  2411 net.cpp:435] conv7_2_mbox_conf_fixed <- conv7_2_mbox_conf
I1215 09:43:31.779011  2411 net.cpp:396] conv7_2_mbox_conf_fixed -> conv7_2_mbox_conf (in-place)
I1215 09:43:31.779054  2411 net.cpp:144] Setting up conv7_2_mbox_conf_fixed
I1215 09:43:31.779062  2411 net.cpp:151] Top shape: 10 126 5 5 (31500)
I1215 09:43:31.779064  2411 net.cpp:159] Memory required for data: 3453985464
I1215 09:43:31.779068  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf_perm
I1215 09:43:31.779074  2411 net.cpp:94] Creating Layer conv7_2_mbox_conf_perm
I1215 09:43:31.779078  2411 net.cpp:435] conv7_2_mbox_conf_perm <- conv7_2_mbox_conf
I1215 09:43:31.779083  2411 net.cpp:409] conv7_2_mbox_conf_perm -> conv7_2_mbox_conf_perm
I1215 09:43:31.779186  2411 net.cpp:144] Setting up conv7_2_mbox_conf_perm
I1215 09:43:31.779192  2411 net.cpp:151] Top shape: 10 5 5 126 (31500)
I1215 09:43:31.779196  2411 net.cpp:159] Memory required for data: 3454111464
I1215 09:43:31.779197  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf_flat
I1215 09:43:31.779202  2411 net.cpp:94] Creating Layer conv7_2_mbox_conf_flat
I1215 09:43:31.779206  2411 net.cpp:435] conv7_2_mbox_conf_flat <- conv7_2_mbox_conf_perm
I1215 09:43:31.779211  2411 net.cpp:409] conv7_2_mbox_conf_flat -> conv7_2_mbox_conf_flat
I1215 09:43:31.779235  2411 net.cpp:144] Setting up conv7_2_mbox_conf_flat
I1215 09:43:31.779242  2411 net.cpp:151] Top shape: 10 3150 (31500)
I1215 09:43:31.779243  2411 net.cpp:159] Memory required for data: 3454237464
I1215 09:43:31.779247  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_priorbox
I1215 09:43:31.779253  2411 net.cpp:94] Creating Layer conv7_2_mbox_priorbox
I1215 09:43:31.779255  2411 net.cpp:435] conv7_2_mbox_priorbox <- conv7_2_conv7_2_fixed_0_split_3
I1215 09:43:31.779259  2411 net.cpp:435] conv7_2_mbox_priorbox <- data_data_fixed_0_split_4
I1215 09:43:31.779264  2411 net.cpp:409] conv7_2_mbox_priorbox -> conv7_2_mbox_priorbox
I1215 09:43:31.779291  2411 net.cpp:144] Setting up conv7_2_mbox_priorbox
I1215 09:43:31.779297  2411 net.cpp:151] Top shape: 1 2 600 (1200)
I1215 09:43:31.779300  2411 net.cpp:159] Memory required for data: 3454242264
I1215 09:43:31.779302  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc
I1215 09:43:31.779311  2411 net.cpp:94] Creating Layer conv8_2_mbox_loc
I1215 09:43:31.779314  2411 net.cpp:435] conv8_2_mbox_loc <- conv8_2_conv8_2_fixed_0_split_1
I1215 09:43:31.779320  2411 net.cpp:409] conv8_2_mbox_loc -> conv8_2_mbox_loc
I1215 09:43:31.780400  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc
I1215 09:43:31.780987  2411 net.cpp:144] Setting up conv8_2_mbox_loc
I1215 09:43:31.780997  2411 net.cpp:151] Top shape: 10 16 3 3 (1440)
I1215 09:43:31.780999  2411 net.cpp:159] Memory required for data: 3454248024
I1215 09:43:31.781005  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc_fixed
I1215 09:43:31.781010  2411 net.cpp:94] Creating Layer conv8_2_mbox_loc_fixed
I1215 09:43:31.781013  2411 net.cpp:435] conv8_2_mbox_loc_fixed <- conv8_2_mbox_loc
I1215 09:43:31.781018  2411 net.cpp:396] conv8_2_mbox_loc_fixed -> conv8_2_mbox_loc (in-place)
I1215 09:43:31.781059  2411 net.cpp:144] Setting up conv8_2_mbox_loc_fixed
I1215 09:43:31.781064  2411 net.cpp:151] Top shape: 10 16 3 3 (1440)
I1215 09:43:31.781065  2411 net.cpp:159] Memory required for data: 3454253784
I1215 09:43:31.781069  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc_perm
I1215 09:43:31.781075  2411 net.cpp:94] Creating Layer conv8_2_mbox_loc_perm
I1215 09:43:31.781078  2411 net.cpp:435] conv8_2_mbox_loc_perm <- conv8_2_mbox_loc
I1215 09:43:31.781083  2411 net.cpp:409] conv8_2_mbox_loc_perm -> conv8_2_mbox_loc_perm
I1215 09:43:31.781196  2411 net.cpp:144] Setting up conv8_2_mbox_loc_perm
I1215 09:43:31.781203  2411 net.cpp:151] Top shape: 10 3 3 16 (1440)
I1215 09:43:31.781205  2411 net.cpp:159] Memory required for data: 3454259544
I1215 09:43:31.781208  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc_flat
I1215 09:43:31.781213  2411 net.cpp:94] Creating Layer conv8_2_mbox_loc_flat
I1215 09:43:31.781215  2411 net.cpp:435] conv8_2_mbox_loc_flat <- conv8_2_mbox_loc_perm
I1215 09:43:31.781220  2411 net.cpp:409] conv8_2_mbox_loc_flat -> conv8_2_mbox_loc_flat
I1215 09:43:31.781244  2411 net.cpp:144] Setting up conv8_2_mbox_loc_flat
I1215 09:43:31.781250  2411 net.cpp:151] Top shape: 10 144 (1440)
I1215 09:43:31.781253  2411 net.cpp:159] Memory required for data: 3454265304
I1215 09:43:31.781255  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf
I1215 09:43:31.781263  2411 net.cpp:94] Creating Layer conv8_2_mbox_conf
I1215 09:43:31.781267  2411 net.cpp:435] conv8_2_mbox_conf <- conv8_2_conv8_2_fixed_0_split_2
I1215 09:43:31.781272  2411 net.cpp:409] conv8_2_mbox_conf -> conv8_2_mbox_conf
I1215 09:43:31.782505  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf
I1215 09:43:31.783877  2411 net.cpp:144] Setting up conv8_2_mbox_conf
I1215 09:43:31.783885  2411 net.cpp:151] Top shape: 10 84 3 3 (7560)
I1215 09:43:31.783888  2411 net.cpp:159] Memory required for data: 3454295544
I1215 09:43:31.783893  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf_fixed
I1215 09:43:31.783900  2411 net.cpp:94] Creating Layer conv8_2_mbox_conf_fixed
I1215 09:43:31.783902  2411 net.cpp:435] conv8_2_mbox_conf_fixed <- conv8_2_mbox_conf
I1215 09:43:31.783907  2411 net.cpp:396] conv8_2_mbox_conf_fixed -> conv8_2_mbox_conf (in-place)
I1215 09:43:31.783947  2411 net.cpp:144] Setting up conv8_2_mbox_conf_fixed
I1215 09:43:31.783953  2411 net.cpp:151] Top shape: 10 84 3 3 (7560)
I1215 09:43:31.783957  2411 net.cpp:159] Memory required for data: 3454325784
I1215 09:43:31.783959  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf_perm
I1215 09:43:31.783964  2411 net.cpp:94] Creating Layer conv8_2_mbox_conf_perm
I1215 09:43:31.783967  2411 net.cpp:435] conv8_2_mbox_conf_perm <- conv8_2_mbox_conf
I1215 09:43:31.783972  2411 net.cpp:409] conv8_2_mbox_conf_perm -> conv8_2_mbox_conf_perm
I1215 09:43:31.784075  2411 net.cpp:144] Setting up conv8_2_mbox_conf_perm
I1215 09:43:31.784082  2411 net.cpp:151] Top shape: 10 3 3 84 (7560)
I1215 09:43:31.784085  2411 net.cpp:159] Memory required for data: 3454356024
I1215 09:43:31.784087  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf_flat
I1215 09:43:31.784091  2411 net.cpp:94] Creating Layer conv8_2_mbox_conf_flat
I1215 09:43:31.784096  2411 net.cpp:435] conv8_2_mbox_conf_flat <- conv8_2_mbox_conf_perm
I1215 09:43:31.784099  2411 net.cpp:409] conv8_2_mbox_conf_flat -> conv8_2_mbox_conf_flat
I1215 09:43:31.784123  2411 net.cpp:144] Setting up conv8_2_mbox_conf_flat
I1215 09:43:31.784129  2411 net.cpp:151] Top shape: 10 756 (7560)
I1215 09:43:31.784132  2411 net.cpp:159] Memory required for data: 3454386264
I1215 09:43:31.784134  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_priorbox
I1215 09:43:31.784140  2411 net.cpp:94] Creating Layer conv8_2_mbox_priorbox
I1215 09:43:31.784143  2411 net.cpp:435] conv8_2_mbox_priorbox <- conv8_2_conv8_2_fixed_0_split_3
I1215 09:43:31.784147  2411 net.cpp:435] conv8_2_mbox_priorbox <- data_data_fixed_0_split_5
I1215 09:43:31.784152  2411 net.cpp:409] conv8_2_mbox_priorbox -> conv8_2_mbox_priorbox
I1215 09:43:31.784178  2411 net.cpp:144] Setting up conv8_2_mbox_priorbox
I1215 09:43:31.784184  2411 net.cpp:151] Top shape: 1 2 144 (288)
I1215 09:43:31.784188  2411 net.cpp:159] Memory required for data: 3454387416
I1215 09:43:31.784189  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc
I1215 09:43:31.784201  2411 net.cpp:94] Creating Layer conv9_2_mbox_loc
I1215 09:43:31.784205  2411 net.cpp:435] conv9_2_mbox_loc <- conv9_2_conv9_2_fixed_0_split_0
I1215 09:43:31.784210  2411 net.cpp:409] conv9_2_mbox_loc -> conv9_2_mbox_loc
I1215 09:43:31.784606  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc
I1215 09:43:31.785153  2411 net.cpp:144] Setting up conv9_2_mbox_loc
I1215 09:43:31.785161  2411 net.cpp:151] Top shape: 10 16 1 1 (160)
I1215 09:43:31.785162  2411 net.cpp:159] Memory required for data: 3454388056
I1215 09:43:31.785168  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc_fixed
I1215 09:43:31.785174  2411 net.cpp:94] Creating Layer conv9_2_mbox_loc_fixed
I1215 09:43:31.785177  2411 net.cpp:435] conv9_2_mbox_loc_fixed <- conv9_2_mbox_loc
I1215 09:43:31.785182  2411 net.cpp:396] conv9_2_mbox_loc_fixed -> conv9_2_mbox_loc (in-place)
I1215 09:43:31.785219  2411 net.cpp:144] Setting up conv9_2_mbox_loc_fixed
I1215 09:43:31.785224  2411 net.cpp:151] Top shape: 10 16 1 1 (160)
I1215 09:43:31.785226  2411 net.cpp:159] Memory required for data: 3454388696
I1215 09:43:31.785230  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc_perm
I1215 09:43:31.785235  2411 net.cpp:94] Creating Layer conv9_2_mbox_loc_perm
I1215 09:43:31.785238  2411 net.cpp:435] conv9_2_mbox_loc_perm <- conv9_2_mbox_loc
I1215 09:43:31.785243  2411 net.cpp:409] conv9_2_mbox_loc_perm -> conv9_2_mbox_loc_perm
I1215 09:43:31.785344  2411 net.cpp:144] Setting up conv9_2_mbox_loc_perm
I1215 09:43:31.785351  2411 net.cpp:151] Top shape: 10 1 1 16 (160)
I1215 09:43:31.785353  2411 net.cpp:159] Memory required for data: 3454389336
I1215 09:43:31.785356  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc_flat
I1215 09:43:31.785360  2411 net.cpp:94] Creating Layer conv9_2_mbox_loc_flat
I1215 09:43:31.785363  2411 net.cpp:435] conv9_2_mbox_loc_flat <- conv9_2_mbox_loc_perm
I1215 09:43:31.785368  2411 net.cpp:409] conv9_2_mbox_loc_flat -> conv9_2_mbox_loc_flat
I1215 09:43:31.785392  2411 net.cpp:144] Setting up conv9_2_mbox_loc_flat
I1215 09:43:31.785398  2411 net.cpp:151] Top shape: 10 16 (160)
I1215 09:43:31.785400  2411 net.cpp:159] Memory required for data: 3454389976
I1215 09:43:31.785403  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf
I1215 09:43:31.785411  2411 net.cpp:94] Creating Layer conv9_2_mbox_conf
I1215 09:43:31.785414  2411 net.cpp:435] conv9_2_mbox_conf <- conv9_2_conv9_2_fixed_0_split_1
I1215 09:43:31.785419  2411 net.cpp:409] conv9_2_mbox_conf -> conv9_2_mbox_conf
I1215 09:43:31.786648  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf
I1215 09:43:31.788105  2411 net.cpp:144] Setting up conv9_2_mbox_conf
I1215 09:43:31.788113  2411 net.cpp:151] Top shape: 10 84 1 1 (840)
I1215 09:43:31.788130  2411 net.cpp:159] Memory required for data: 3454393336
I1215 09:43:31.788136  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf_fixed
I1215 09:43:31.788142  2411 net.cpp:94] Creating Layer conv9_2_mbox_conf_fixed
I1215 09:43:31.788146  2411 net.cpp:435] conv9_2_mbox_conf_fixed <- conv9_2_mbox_conf
I1215 09:43:31.788152  2411 net.cpp:396] conv9_2_mbox_conf_fixed -> conv9_2_mbox_conf (in-place)
I1215 09:43:31.788190  2411 net.cpp:144] Setting up conv9_2_mbox_conf_fixed
I1215 09:43:31.788195  2411 net.cpp:151] Top shape: 10 84 1 1 (840)
I1215 09:43:31.788197  2411 net.cpp:159] Memory required for data: 3454396696
I1215 09:43:31.788202  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf_perm
I1215 09:43:31.788208  2411 net.cpp:94] Creating Layer conv9_2_mbox_conf_perm
I1215 09:43:31.788209  2411 net.cpp:435] conv9_2_mbox_conf_perm <- conv9_2_mbox_conf
I1215 09:43:31.788214  2411 net.cpp:409] conv9_2_mbox_conf_perm -> conv9_2_mbox_conf_perm
I1215 09:43:31.788316  2411 net.cpp:144] Setting up conv9_2_mbox_conf_perm
I1215 09:43:31.788322  2411 net.cpp:151] Top shape: 10 1 1 84 (840)
I1215 09:43:31.788326  2411 net.cpp:159] Memory required for data: 3454400056
I1215 09:43:31.788332  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf_flat
I1215 09:43:31.788337  2411 net.cpp:94] Creating Layer conv9_2_mbox_conf_flat
I1215 09:43:31.788341  2411 net.cpp:435] conv9_2_mbox_conf_flat <- conv9_2_mbox_conf_perm
I1215 09:43:31.788345  2411 net.cpp:409] conv9_2_mbox_conf_flat -> conv9_2_mbox_conf_flat
I1215 09:43:31.788369  2411 net.cpp:144] Setting up conv9_2_mbox_conf_flat
I1215 09:43:31.788374  2411 net.cpp:151] Top shape: 10 84 (840)
I1215 09:43:31.788378  2411 net.cpp:159] Memory required for data: 3454403416
I1215 09:43:31.788379  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_priorbox
I1215 09:43:31.788385  2411 net.cpp:94] Creating Layer conv9_2_mbox_priorbox
I1215 09:43:31.788388  2411 net.cpp:435] conv9_2_mbox_priorbox <- conv9_2_conv9_2_fixed_0_split_2
I1215 09:43:31.788393  2411 net.cpp:435] conv9_2_mbox_priorbox <- data_data_fixed_0_split_6
I1215 09:43:31.788398  2411 net.cpp:409] conv9_2_mbox_priorbox -> conv9_2_mbox_priorbox
I1215 09:43:31.788424  2411 net.cpp:144] Setting up conv9_2_mbox_priorbox
I1215 09:43:31.788429  2411 net.cpp:151] Top shape: 1 2 16 (32)
I1215 09:43:31.788431  2411 net.cpp:159] Memory required for data: 3454403544
I1215 09:43:31.788434  2411 layer_factory.hpp:77] Creating layer mbox_loc
I1215 09:43:31.788439  2411 net.cpp:94] Creating Layer mbox_loc
I1215 09:43:31.788442  2411 net.cpp:435] mbox_loc <- conv4_3_norm_mbox_loc_flat
I1215 09:43:31.788446  2411 net.cpp:435] mbox_loc <- fc7_mbox_loc_flat
I1215 09:43:31.788451  2411 net.cpp:435] mbox_loc <- conv6_2_mbox_loc_flat
I1215 09:43:31.788455  2411 net.cpp:435] mbox_loc <- conv7_2_mbox_loc_flat
I1215 09:43:31.788457  2411 net.cpp:435] mbox_loc <- conv8_2_mbox_loc_flat
I1215 09:43:31.788461  2411 net.cpp:435] mbox_loc <- conv9_2_mbox_loc_flat
I1215 09:43:31.788465  2411 net.cpp:409] mbox_loc -> mbox_loc
I1215 09:43:31.788492  2411 net.cpp:144] Setting up mbox_loc
I1215 09:43:31.788498  2411 net.cpp:151] Top shape: 10 34928 (349280)
I1215 09:43:31.788501  2411 net.cpp:159] Memory required for data: 3455800664
I1215 09:43:31.788503  2411 layer_factory.hpp:77] Creating layer mbox_loc_fixed
I1215 09:43:31.788507  2411 net.cpp:94] Creating Layer mbox_loc_fixed
I1215 09:43:31.788511  2411 net.cpp:435] mbox_loc_fixed <- mbox_loc
I1215 09:43:31.788516  2411 net.cpp:396] mbox_loc_fixed -> mbox_loc (in-place)
I1215 09:43:31.788553  2411 net.cpp:144] Setting up mbox_loc_fixed
I1215 09:43:31.788559  2411 net.cpp:151] Top shape: 10 34928 (349280)
I1215 09:43:31.788561  2411 net.cpp:159] Memory required for data: 3457197784
I1215 09:43:31.788565  2411 layer_factory.hpp:77] Creating layer mbox_conf
I1215 09:43:31.788570  2411 net.cpp:94] Creating Layer mbox_conf
I1215 09:43:31.788574  2411 net.cpp:435] mbox_conf <- conv4_3_norm_mbox_conf_flat
I1215 09:43:31.788578  2411 net.cpp:435] mbox_conf <- fc7_mbox_conf_flat
I1215 09:43:31.788583  2411 net.cpp:435] mbox_conf <- conv6_2_mbox_conf_flat
I1215 09:43:31.788586  2411 net.cpp:435] mbox_conf <- conv7_2_mbox_conf_flat
I1215 09:43:31.788589  2411 net.cpp:435] mbox_conf <- conv8_2_mbox_conf_flat
I1215 09:43:31.788592  2411 net.cpp:435] mbox_conf <- conv9_2_mbox_conf_flat
I1215 09:43:31.788596  2411 net.cpp:409] mbox_conf -> mbox_conf
I1215 09:43:31.788621  2411 net.cpp:144] Setting up mbox_conf
I1215 09:43:31.788627  2411 net.cpp:151] Top shape: 10 183372 (1833720)
I1215 09:43:31.788630  2411 net.cpp:159] Memory required for data: 3464532664
I1215 09:43:31.788632  2411 layer_factory.hpp:77] Creating layer mbox_conf_fixed
I1215 09:43:31.788637  2411 net.cpp:94] Creating Layer mbox_conf_fixed
I1215 09:43:31.788640  2411 net.cpp:435] mbox_conf_fixed <- mbox_conf
I1215 09:43:31.788643  2411 net.cpp:396] mbox_conf_fixed -> mbox_conf (in-place)
I1215 09:43:31.788681  2411 net.cpp:144] Setting up mbox_conf_fixed
I1215 09:43:31.788686  2411 net.cpp:151] Top shape: 10 183372 (1833720)
I1215 09:43:31.788689  2411 net.cpp:159] Memory required for data: 3471867544
I1215 09:43:31.788692  2411 layer_factory.hpp:77] Creating layer mbox_priorbox
I1215 09:43:31.788697  2411 net.cpp:94] Creating Layer mbox_priorbox
I1215 09:43:31.788700  2411 net.cpp:435] mbox_priorbox <- conv4_3_norm_mbox_priorbox
I1215 09:43:31.788704  2411 net.cpp:435] mbox_priorbox <- fc7_mbox_priorbox
I1215 09:43:31.788708  2411 net.cpp:435] mbox_priorbox <- conv6_2_mbox_priorbox
I1215 09:43:31.788712  2411 net.cpp:435] mbox_priorbox <- conv7_2_mbox_priorbox
I1215 09:43:31.788714  2411 net.cpp:435] mbox_priorbox <- conv8_2_mbox_priorbox
I1215 09:43:31.788717  2411 net.cpp:435] mbox_priorbox <- conv9_2_mbox_priorbox
I1215 09:43:31.788722  2411 net.cpp:409] mbox_priorbox -> mbox_priorbox
I1215 09:43:31.788746  2411 net.cpp:144] Setting up mbox_priorbox
I1215 09:43:31.788753  2411 net.cpp:151] Top shape: 1 2 34928 (69856)
I1215 09:43:31.788754  2411 net.cpp:159] Memory required for data: 3472146968
I1215 09:43:31.788756  2411 layer_factory.hpp:77] Creating layer mbox_priorbox_fixed
I1215 09:43:31.788761  2411 net.cpp:94] Creating Layer mbox_priorbox_fixed
I1215 09:43:31.788764  2411 net.cpp:435] mbox_priorbox_fixed <- mbox_priorbox
I1215 09:43:31.788769  2411 net.cpp:396] mbox_priorbox_fixed -> mbox_priorbox (in-place)
I1215 09:43:31.788805  2411 net.cpp:144] Setting up mbox_priorbox_fixed
I1215 09:43:31.788810  2411 net.cpp:151] Top shape: 1 2 34928 (69856)
I1215 09:43:31.788812  2411 net.cpp:159] Memory required for data: 3472426392
I1215 09:43:31.788816  2411 net.cpp:222] mbox_priorbox_fixed does not need backward computation.
I1215 09:43:31.788827  2411 net.cpp:222] mbox_priorbox does not need backward computation.
I1215 09:43:31.788832  2411 net.cpp:222] mbox_conf_fixed does not need backward computation.
I1215 09:43:31.788836  2411 net.cpp:222] mbox_conf does not need backward computation.
I1215 09:43:31.788841  2411 net.cpp:222] mbox_loc_fixed does not need backward computation.
I1215 09:43:31.788842  2411 net.cpp:222] mbox_loc does not need backward computation.
I1215 09:43:31.788848  2411 net.cpp:222] conv9_2_mbox_priorbox does not need backward computation.
I1215 09:43:31.788851  2411 net.cpp:222] conv9_2_mbox_conf_flat does not need backward computation.
I1215 09:43:31.788856  2411 net.cpp:222] conv9_2_mbox_conf_perm does not need backward computation.
I1215 09:43:31.788857  2411 net.cpp:222] conv9_2_mbox_conf_fixed does not need backward computation.
I1215 09:43:31.788861  2411 net.cpp:222] conv9_2_mbox_conf does not need backward computation.
I1215 09:43:31.788863  2411 net.cpp:222] conv9_2_mbox_loc_flat does not need backward computation.
I1215 09:43:31.788866  2411 net.cpp:222] conv9_2_mbox_loc_perm does not need backward computation.
I1215 09:43:31.788869  2411 net.cpp:222] conv9_2_mbox_loc_fixed does not need backward computation.
I1215 09:43:31.788872  2411 net.cpp:222] conv9_2_mbox_loc does not need backward computation.
I1215 09:43:31.788875  2411 net.cpp:222] conv8_2_mbox_priorbox does not need backward computation.
I1215 09:43:31.788878  2411 net.cpp:222] conv8_2_mbox_conf_flat does not need backward computation.
I1215 09:43:31.788882  2411 net.cpp:222] conv8_2_mbox_conf_perm does not need backward computation.
I1215 09:43:31.788884  2411 net.cpp:222] conv8_2_mbox_conf_fixed does not need backward computation.
I1215 09:43:31.788887  2411 net.cpp:222] conv8_2_mbox_conf does not need backward computation.
I1215 09:43:31.788890  2411 net.cpp:222] conv8_2_mbox_loc_flat does not need backward computation.
I1215 09:43:31.788892  2411 net.cpp:222] conv8_2_mbox_loc_perm does not need backward computation.
I1215 09:43:31.788897  2411 net.cpp:222] conv8_2_mbox_loc_fixed does not need backward computation.
I1215 09:43:31.788898  2411 net.cpp:222] conv8_2_mbox_loc does not need backward computation.
I1215 09:43:31.788902  2411 net.cpp:222] conv7_2_mbox_priorbox does not need backward computation.
I1215 09:43:31.788904  2411 net.cpp:222] conv7_2_mbox_conf_flat does not need backward computation.
I1215 09:43:31.788908  2411 net.cpp:222] conv7_2_mbox_conf_perm does not need backward computation.
I1215 09:43:31.788910  2411 net.cpp:222] conv7_2_mbox_conf_fixed does not need backward computation.
I1215 09:43:31.788913  2411 net.cpp:222] conv7_2_mbox_conf does not need backward computation.
I1215 09:43:31.788916  2411 net.cpp:222] conv7_2_mbox_loc_flat does not need backward computation.
I1215 09:43:31.788919  2411 net.cpp:222] conv7_2_mbox_loc_perm does not need backward computation.
I1215 09:43:31.788923  2411 net.cpp:222] conv7_2_mbox_loc_fixed does not need backward computation.
I1215 09:43:31.788924  2411 net.cpp:222] conv7_2_mbox_loc does not need backward computation.
I1215 09:43:31.788928  2411 net.cpp:222] conv6_2_mbox_priorbox does not need backward computation.
I1215 09:43:31.788930  2411 net.cpp:222] conv6_2_mbox_conf_flat does not need backward computation.
I1215 09:43:31.788933  2411 net.cpp:222] conv6_2_mbox_conf_perm does not need backward computation.
I1215 09:43:31.788936  2411 net.cpp:222] conv6_2_mbox_conf_fixed does not need backward computation.
I1215 09:43:31.788939  2411 net.cpp:222] conv6_2_mbox_conf does not need backward computation.
I1215 09:43:31.788942  2411 net.cpp:222] conv6_2_mbox_loc_flat does not need backward computation.
I1215 09:43:31.788945  2411 net.cpp:222] conv6_2_mbox_loc_perm does not need backward computation.
I1215 09:43:31.788949  2411 net.cpp:222] conv6_2_mbox_loc_fixed does not need backward computation.
I1215 09:43:31.788951  2411 net.cpp:222] conv6_2_mbox_loc does not need backward computation.
I1215 09:43:31.788955  2411 net.cpp:222] fc7_mbox_priorbox does not need backward computation.
I1215 09:43:31.788959  2411 net.cpp:222] fc7_mbox_conf_flat does not need backward computation.
I1215 09:43:31.788962  2411 net.cpp:222] fc7_mbox_conf_perm does not need backward computation.
I1215 09:43:31.788965  2411 net.cpp:222] fc7_mbox_conf_fixed does not need backward computation.
I1215 09:43:31.788969  2411 net.cpp:222] fc7_mbox_conf does not need backward computation.
I1215 09:43:31.788971  2411 net.cpp:222] fc7_mbox_loc_flat does not need backward computation.
I1215 09:43:31.788975  2411 net.cpp:222] fc7_mbox_loc_perm does not need backward computation.
I1215 09:43:31.788977  2411 net.cpp:222] fc7_mbox_loc_fixed does not need backward computation.
I1215 09:43:31.788980  2411 net.cpp:222] fc7_mbox_loc does not need backward computation.
I1215 09:43:31.788983  2411 net.cpp:222] conv4_3_norm_mbox_priorbox does not need backward computation.
I1215 09:43:31.788987  2411 net.cpp:222] conv4_3_norm_mbox_conf_flat does not need backward computation.
I1215 09:43:31.788991  2411 net.cpp:222] conv4_3_norm_mbox_conf_perm does not need backward computation.
I1215 09:43:31.788995  2411 net.cpp:222] conv4_3_norm_mbox_conf_fixed does not need backward computation.
I1215 09:43:31.788997  2411 net.cpp:222] conv4_3_norm_mbox_conf does not need backward computation.
I1215 09:43:31.789000  2411 net.cpp:222] conv4_3_norm_mbox_loc_flat does not need backward computation.
I1215 09:43:31.789005  2411 net.cpp:222] conv4_3_norm_mbox_loc_perm does not need backward computation.
I1215 09:43:31.789007  2411 net.cpp:222] conv4_3_norm_mbox_loc_fixed does not need backward computation.
I1215 09:43:31.789011  2411 net.cpp:222] conv4_3_norm_mbox_loc does not need backward computation.
I1215 09:43:31.789013  2411 net.cpp:222] conv9_2_conv9_2_fixed_0_split does not need backward computation.
I1215 09:43:31.789016  2411 net.cpp:222] conv9_2_fixed does not need backward computation.
I1215 09:43:31.789021  2411 net.cpp:222] conv9_2_relu does not need backward computation.
I1215 09:43:31.789022  2411 net.cpp:222] conv9_2 does not need backward computation.
I1215 09:43:31.789026  2411 net.cpp:222] conv9_1_fixed does not need backward computation.
I1215 09:43:31.789028  2411 net.cpp:222] conv9_1_relu does not need backward computation.
I1215 09:43:31.789031  2411 net.cpp:222] conv9_1 does not need backward computation.
I1215 09:43:31.789034  2411 net.cpp:222] conv8_2_conv8_2_fixed_0_split does not need backward computation.
I1215 09:43:31.789037  2411 net.cpp:222] conv8_2_fixed does not need backward computation.
I1215 09:43:31.789039  2411 net.cpp:222] conv8_2_relu does not need backward computation.
I1215 09:43:31.789043  2411 net.cpp:222] conv8_2 does not need backward computation.
I1215 09:43:31.789046  2411 net.cpp:222] conv8_1_fixed does not need backward computation.
I1215 09:43:31.789048  2411 net.cpp:222] conv8_1_relu does not need backward computation.
I1215 09:43:31.789050  2411 net.cpp:222] conv8_1 does not need backward computation.
I1215 09:43:31.789054  2411 net.cpp:222] conv7_2_conv7_2_fixed_0_split does not need backward computation.
I1215 09:43:31.789057  2411 net.cpp:222] conv7_2_fixed does not need backward computation.
I1215 09:43:31.789060  2411 net.cpp:222] conv7_2_relu does not need backward computation.
I1215 09:43:31.789062  2411 net.cpp:222] conv7_2 does not need backward computation.
I1215 09:43:31.789065  2411 net.cpp:222] conv7_1_fixed does not need backward computation.
I1215 09:43:31.789068  2411 net.cpp:222] conv7_1_relu does not need backward computation.
I1215 09:43:31.789070  2411 net.cpp:222] conv7_1 does not need backward computation.
I1215 09:43:31.789074  2411 net.cpp:222] conv6_2_conv6_2_fixed_0_split does not need backward computation.
I1215 09:43:31.789077  2411 net.cpp:222] conv6_2_fixed does not need backward computation.
I1215 09:43:31.789080  2411 net.cpp:222] conv6_2_relu does not need backward computation.
I1215 09:43:31.789083  2411 net.cpp:222] conv6_2 does not need backward computation.
I1215 09:43:31.789085  2411 net.cpp:222] conv6_1_fixed does not need backward computation.
I1215 09:43:31.789088  2411 net.cpp:222] conv6_1_relu does not need backward computation.
I1215 09:43:31.789090  2411 net.cpp:222] conv6_1 does not need backward computation.
I1215 09:43:31.789094  2411 net.cpp:222] fc7_682_fc7_682_fixed_0_split does not need backward computation.
I1215 09:43:31.789098  2411 net.cpp:222] fc7_682_fixed does not need backward computation.
I1215 09:43:31.789100  2411 net.cpp:222] relu7 does not need backward computation.
I1215 09:43:31.789103  2411 net.cpp:222] fc7_682 does not need backward computation.
I1215 09:43:31.789106  2411 net.cpp:222] fc6_682_fixed does not need backward computation.
I1215 09:43:31.789109  2411 net.cpp:222] relu6 does not need backward computation.
I1215 09:43:31.789113  2411 net.cpp:222] fc6_682 does not need backward computation.
I1215 09:43:31.789115  2411 net.cpp:222] pool5 does not need backward computation.
I1215 09:43:31.789119  2411 net.cpp:222] conv5_3_fixed does not need backward computation.
I1215 09:43:31.789121  2411 net.cpp:222] relu5_3 does not need backward computation.
I1215 09:43:31.789124  2411 net.cpp:222] conv5_3 does not need backward computation.
I1215 09:43:31.789126  2411 net.cpp:222] conv5_2_fixed does not need backward computation.
I1215 09:43:31.789129  2411 net.cpp:222] relu5_2 does not need backward computation.
I1215 09:43:31.789131  2411 net.cpp:222] conv5_2 does not need backward computation.
I1215 09:43:31.789134  2411 net.cpp:222] conv5_1_fixed does not need backward computation.
I1215 09:43:31.789137  2411 net.cpp:222] relu5_1 does not need backward computation.
I1215 09:43:31.789140  2411 net.cpp:222] conv5_1 does not need backward computation.
I1215 09:43:31.789142  2411 net.cpp:222] pool4 does not need backward computation.
I1215 09:43:31.789146  2411 net.cpp:222] conv4_3_conv4_3_fixed_0_split does not need backward computation.
I1215 09:43:31.789149  2411 net.cpp:222] conv4_3_fixed does not need backward computation.
I1215 09:43:31.789152  2411 net.cpp:222] relu4_3 does not need backward computation.
I1215 09:43:31.789155  2411 net.cpp:222] conv4_3 does not need backward computation.
I1215 09:43:31.789157  2411 net.cpp:222] conv4_2_fixed does not need backward computation.
I1215 09:43:31.789161  2411 net.cpp:222] relu4_2 does not need backward computation.
I1215 09:43:31.789163  2411 net.cpp:222] conv4_2 does not need backward computation.
I1215 09:43:31.789166  2411 net.cpp:222] conv4_1_fixed does not need backward computation.
I1215 09:43:31.789170  2411 net.cpp:222] relu4_1 does not need backward computation.
I1215 09:43:31.789171  2411 net.cpp:222] conv4_1 does not need backward computation.
I1215 09:43:31.789175  2411 net.cpp:222] pool3 does not need backward computation.
I1215 09:43:31.789177  2411 net.cpp:222] conv3_3_fixed does not need backward computation.
I1215 09:43:31.789180  2411 net.cpp:222] relu3_3 does not need backward computation.
I1215 09:43:31.789182  2411 net.cpp:222] conv3_3 does not need backward computation.
I1215 09:43:31.789186  2411 net.cpp:222] conv3_2_fixed does not need backward computation.
I1215 09:43:31.789188  2411 net.cpp:222] relu3_2 does not need backward computation.
I1215 09:43:31.789191  2411 net.cpp:222] conv3_2 does not need backward computation.
I1215 09:43:31.789193  2411 net.cpp:222] conv3_1_fixed does not need backward computation.
I1215 09:43:31.789196  2411 net.cpp:222] relu3_1 does not need backward computation.
I1215 09:43:31.789198  2411 net.cpp:222] conv3_1 does not need backward computation.
I1215 09:43:31.789202  2411 net.cpp:222] pool2 does not need backward computation.
I1215 09:43:31.789204  2411 net.cpp:222] conv2_2_fixed does not need backward computation.
I1215 09:43:31.789207  2411 net.cpp:222] relu2_2 does not need backward computation.
I1215 09:43:31.789209  2411 net.cpp:222] conv2_2 does not need backward computation.
I1215 09:43:31.789212  2411 net.cpp:222] conv2_1_fixed does not need backward computation.
I1215 09:43:31.789216  2411 net.cpp:222] relu2_1 does not need backward computation.
I1215 09:43:31.789217  2411 net.cpp:222] conv2_1 does not need backward computation.
I1215 09:43:31.789221  2411 net.cpp:222] pool1 does not need backward computation.
I1215 09:43:31.789223  2411 net.cpp:222] conv1_2_fixed does not need backward computation.
I1215 09:43:31.789227  2411 net.cpp:222] relu1_2 does not need backward computation.
I1215 09:43:31.789228  2411 net.cpp:222] conv1_2 does not need backward computation.
I1215 09:43:31.789232  2411 net.cpp:222] conv1_1_fixed does not need backward computation.
I1215 09:43:31.789233  2411 net.cpp:222] relu1_1 does not need backward computation.
I1215 09:43:31.789237  2411 net.cpp:222] conv1_1 does not need backward computation.
I1215 09:43:31.789240  2411 net.cpp:222] data_data_fixed_0_split does not need backward computation.
I1215 09:43:31.789243  2411 net.cpp:222] data_fixed does not need backward computation.
I1215 09:43:31.789247  2411 net.cpp:222] data does not need backward computation.
I1215 09:43:31.789248  2411 net.cpp:264] This network produces output label
I1215 09:43:31.789252  2411 net.cpp:264] This network produces output mbox_conf
I1215 09:43:31.789254  2411 net.cpp:264] This network produces output mbox_loc
I1215 09:43:31.789258  2411 net.cpp:264] This network produces output mbox_priorbox
I1215 09:43:31.789346  2411 net.cpp:284] Network initialization done.
I1215 09:43:31.807296  2411 net.cpp:823] Ignoring source layer mbox_loss
I1215 09:43:31.807313  2411 decent_q.cpp:152] Start Calibration
I1215 09:43:32.251183  2411 decent_q.cpp:175] Calibration iter: 1/100 ,loss: 0
I1215 09:43:32.487793  2411 decent_q.cpp:175] Calibration iter: 2/100 ,loss: 0
I1215 09:43:32.720183  2411 decent_q.cpp:175] Calibration iter: 3/100 ,loss: 0
I1215 09:43:32.952687  2411 decent_q.cpp:175] Calibration iter: 4/100 ,loss: 0
I1215 09:43:33.184279  2411 decent_q.cpp:175] Calibration iter: 5/100 ,loss: 0
I1215 09:43:33.416853  2411 decent_q.cpp:175] Calibration iter: 6/100 ,loss: 0
I1215 09:43:33.655774  2411 decent_q.cpp:175] Calibration iter: 7/100 ,loss: 0
I1215 09:43:33.888908  2411 decent_q.cpp:175] Calibration iter: 8/100 ,loss: 0
I1215 09:43:34.124754  2411 decent_q.cpp:175] Calibration iter: 9/100 ,loss: 0
I1215 09:43:34.360146  2411 decent_q.cpp:175] Calibration iter: 10/100 ,loss: 0
I1215 09:43:34.597975  2411 decent_q.cpp:175] Calibration iter: 11/100 ,loss: 0
I1215 09:43:34.831594  2411 decent_q.cpp:175] Calibration iter: 12/100 ,loss: 0
I1215 09:43:35.065309  2411 decent_q.cpp:175] Calibration iter: 13/100 ,loss: 0
I1215 09:43:35.301450  2411 decent_q.cpp:175] Calibration iter: 14/100 ,loss: 0
I1215 09:43:35.536343  2411 decent_q.cpp:175] Calibration iter: 15/100 ,loss: 0
I1215 09:43:35.769382  2411 decent_q.cpp:175] Calibration iter: 16/100 ,loss: 0
I1215 09:43:36.003620  2411 decent_q.cpp:175] Calibration iter: 17/100 ,loss: 0
I1215 09:43:36.237224  2411 decent_q.cpp:175] Calibration iter: 18/100 ,loss: 0
I1215 09:43:36.471421  2411 decent_q.cpp:175] Calibration iter: 19/100 ,loss: 0
I1215 09:43:36.706059  2411 decent_q.cpp:175] Calibration iter: 20/100 ,loss: 0
I1215 09:43:36.939779  2411 decent_q.cpp:175] Calibration iter: 21/100 ,loss: 0
I1215 09:43:37.174072  2411 decent_q.cpp:175] Calibration iter: 22/100 ,loss: 0
I1215 09:43:37.408522  2411 decent_q.cpp:175] Calibration iter: 23/100 ,loss: 0
I1215 09:43:37.644129  2411 decent_q.cpp:175] Calibration iter: 24/100 ,loss: 0
I1215 09:43:37.880486  2411 decent_q.cpp:175] Calibration iter: 25/100 ,loss: 0
I1215 09:43:38.114208  2411 decent_q.cpp:175] Calibration iter: 26/100 ,loss: 0
I1215 09:43:38.351944  2411 decent_q.cpp:175] Calibration iter: 27/100 ,loss: 0
I1215 09:43:38.585273  2411 decent_q.cpp:175] Calibration iter: 28/100 ,loss: 0
I1215 09:43:38.819792  2411 decent_q.cpp:175] Calibration iter: 29/100 ,loss: 0
I1215 09:43:39.054687  2411 decent_q.cpp:175] Calibration iter: 30/100 ,loss: 0
I1215 09:43:39.293874  2411 decent_q.cpp:175] Calibration iter: 31/100 ,loss: 0
I1215 09:43:39.528798  2411 decent_q.cpp:175] Calibration iter: 32/100 ,loss: 0
I1215 09:43:39.762822  2411 decent_q.cpp:175] Calibration iter: 33/100 ,loss: 0
I1215 09:43:39.997175  2411 decent_q.cpp:175] Calibration iter: 34/100 ,loss: 0
I1215 09:43:40.232283  2411 decent_q.cpp:175] Calibration iter: 35/100 ,loss: 0
I1215 09:43:40.469394  2411 decent_q.cpp:175] Calibration iter: 36/100 ,loss: 0
I1215 09:43:40.704008  2411 decent_q.cpp:175] Calibration iter: 37/100 ,loss: 0
I1215 09:43:40.943367  2411 decent_q.cpp:175] Calibration iter: 38/100 ,loss: 0
I1215 09:43:41.179904  2411 decent_q.cpp:175] Calibration iter: 39/100 ,loss: 0
I1215 09:43:41.414149  2411 decent_q.cpp:175] Calibration iter: 40/100 ,loss: 0
I1215 09:43:41.648743  2411 decent_q.cpp:175] Calibration iter: 41/100 ,loss: 0
I1215 09:43:41.883352  2411 decent_q.cpp:175] Calibration iter: 42/100 ,loss: 0
I1215 09:43:42.116561  2411 decent_q.cpp:175] Calibration iter: 43/100 ,loss: 0
I1215 09:43:42.351040  2411 decent_q.cpp:175] Calibration iter: 44/100 ,loss: 0
I1215 09:43:42.585438  2411 decent_q.cpp:175] Calibration iter: 45/100 ,loss: 0
I1215 09:43:42.818686  2411 decent_q.cpp:175] Calibration iter: 46/100 ,loss: 0
I1215 09:43:43.053095  2411 decent_q.cpp:175] Calibration iter: 47/100 ,loss: 0
I1215 09:43:43.287639  2411 decent_q.cpp:175] Calibration iter: 48/100 ,loss: 0
I1215 09:43:43.522619  2411 decent_q.cpp:175] Calibration iter: 49/100 ,loss: 0
I1215 09:43:43.766088  2411 decent_q.cpp:175] Calibration iter: 50/100 ,loss: 0
I1215 09:43:44.000772  2411 decent_q.cpp:175] Calibration iter: 51/100 ,loss: 0
I1215 09:43:44.241649  2411 decent_q.cpp:175] Calibration iter: 52/100 ,loss: 0
I1215 09:43:44.487198  2411 decent_q.cpp:175] Calibration iter: 53/100 ,loss: 0
I1215 09:43:44.720950  2411 decent_q.cpp:175] Calibration iter: 54/100 ,loss: 0
I1215 09:43:44.958485  2411 decent_q.cpp:175] Calibration iter: 55/100 ,loss: 0
I1215 09:43:45.193630  2411 decent_q.cpp:175] Calibration iter: 56/100 ,loss: 0
I1215 09:43:45.427408  2411 decent_q.cpp:175] Calibration iter: 57/100 ,loss: 0
I1215 09:43:45.662428  2411 decent_q.cpp:175] Calibration iter: 58/100 ,loss: 0
I1215 09:43:45.897016  2411 decent_q.cpp:175] Calibration iter: 59/100 ,loss: 0
I1215 09:43:46.130681  2411 decent_q.cpp:175] Calibration iter: 60/100 ,loss: 0
I1215 09:43:46.365334  2411 decent_q.cpp:175] Calibration iter: 61/100 ,loss: 0
I1215 09:43:46.599651  2411 decent_q.cpp:175] Calibration iter: 62/100 ,loss: 0
I1215 09:43:46.834187  2411 decent_q.cpp:175] Calibration iter: 63/100 ,loss: 0
I1215 09:43:47.077729  2411 decent_q.cpp:175] Calibration iter: 64/100 ,loss: 0
I1215 09:43:47.328894  2411 decent_q.cpp:175] Calibration iter: 65/100 ,loss: 0
I1215 09:43:47.576815  2411 decent_q.cpp:175] Calibration iter: 66/100 ,loss: 0
I1215 09:43:47.822124  2411 decent_q.cpp:175] Calibration iter: 67/100 ,loss: 0
I1215 09:43:48.059365  2411 decent_q.cpp:175] Calibration iter: 68/100 ,loss: 0
I1215 09:43:48.294411  2411 decent_q.cpp:175] Calibration iter: 69/100 ,loss: 0
I1215 09:43:48.529661  2411 decent_q.cpp:175] Calibration iter: 70/100 ,loss: 0
I1215 09:43:48.765631  2411 decent_q.cpp:175] Calibration iter: 71/100 ,loss: 0
I1215 09:43:49.000535  2411 decent_q.cpp:175] Calibration iter: 72/100 ,loss: 0
I1215 09:43:49.237682  2411 decent_q.cpp:175] Calibration iter: 73/100 ,loss: 0
I1215 09:43:49.472878  2411 decent_q.cpp:175] Calibration iter: 74/100 ,loss: 0
I1215 09:43:49.709820  2411 decent_q.cpp:175] Calibration iter: 75/100 ,loss: 0
I1215 09:43:49.944283  2411 decent_q.cpp:175] Calibration iter: 76/100 ,loss: 0
I1215 09:43:50.183066  2411 decent_q.cpp:175] Calibration iter: 77/100 ,loss: 0
I1215 09:43:50.423264  2411 decent_q.cpp:175] Calibration iter: 78/100 ,loss: 0
I1215 09:43:50.657361  2411 decent_q.cpp:175] Calibration iter: 79/100 ,loss: 0
I1215 09:43:50.891786  2411 decent_q.cpp:175] Calibration iter: 80/100 ,loss: 0
I1215 09:43:51.127238  2411 decent_q.cpp:175] Calibration iter: 81/100 ,loss: 0
I1215 09:43:51.360842  2411 decent_q.cpp:175] Calibration iter: 82/100 ,loss: 0
I1215 09:43:51.597128  2411 decent_q.cpp:175] Calibration iter: 83/100 ,loss: 0
I1215 09:43:51.831936  2411 decent_q.cpp:175] Calibration iter: 84/100 ,loss: 0
I1215 09:43:52.070775  2411 decent_q.cpp:175] Calibration iter: 85/100 ,loss: 0
I1215 09:43:52.305928  2411 decent_q.cpp:175] Calibration iter: 86/100 ,loss: 0
I1215 09:43:52.539422  2411 decent_q.cpp:175] Calibration iter: 87/100 ,loss: 0
I1215 09:43:52.775594  2411 decent_q.cpp:175] Calibration iter: 88/100 ,loss: 0
I1215 09:43:53.010880  2411 decent_q.cpp:175] Calibration iter: 89/100 ,loss: 0
I1215 09:43:53.246145  2411 decent_q.cpp:175] Calibration iter: 90/100 ,loss: 0
I1215 09:43:53.480222  2411 decent_q.cpp:175] Calibration iter: 91/100 ,loss: 0
I1215 09:43:53.718236  2411 decent_q.cpp:175] Calibration iter: 92/100 ,loss: 0
I1215 09:43:53.953570  2411 decent_q.cpp:175] Calibration iter: 93/100 ,loss: 0
I1215 09:43:54.188856  2411 decent_q.cpp:175] Calibration iter: 94/100 ,loss: 0
I1215 09:43:54.423091  2411 decent_q.cpp:175] Calibration iter: 95/100 ,loss: 0
I1215 09:43:54.657819  2411 decent_q.cpp:175] Calibration iter: 96/100 ,loss: 0
I1215 09:43:54.894970  2411 decent_q.cpp:175] Calibration iter: 97/100 ,loss: 0
I1215 09:43:55.130597  2411 decent_q.cpp:175] Calibration iter: 98/100 ,loss: 0
I1215 09:43:55.364130  2411 decent_q.cpp:175] Calibration iter: 99/100 ,loss: 0
I1215 09:43:55.600096  2411 decent_q.cpp:175] Calibration iter: 100/100 ,loss: 0
I1215 09:43:55.600109  2411 decent_q.cpp:180] Calibration Done!
I1215 09:43:56.623939  2411 net.cpp:323] The NetState phase (0) differed from the phase (1) specified by a rule in layer data
I1215 09:43:56.624085  2411 net.cpp:323] The NetState phase (0) differed from the phase (1) specified by a rule in layer mbox_conf_reshape
I1215 09:43:56.624094  2411 net.cpp:323] The NetState phase (0) differed from the phase (1) specified by a rule in layer mbox_conf_softmax
I1215 09:43:56.624097  2411 net.cpp:323] The NetState phase (0) differed from the phase (1) specified by a rule in layer mbox_conf_flatten
I1215 09:43:56.624100  2411 net.cpp:323] The NetState phase (0) differed from the phase (1) specified by a rule in layer detection_out
I1215 09:43:56.624104  2411 net.cpp:323] The NetState phase (0) differed from the phase (1) specified by a rule in layer detection_eval
I1215 09:43:56.624997  2411 net.cpp:52] Initializing net from parameters: 
state {
  phase: TRAIN
}
layer {
  name: "data"
  type: "ImageData"
  top: "data"
  top: "label"
  include {
    phase: TRAIN
  }
  transform_param {
    crop_size: 300
    mean_value: 104
    mean_value: 117
    mean_value: 123
    resize_param {
      prob: 1
      resize_mode: WARP
      height: 300
      width: 300
      interp_mode: LINEAR
      interp_mode: AREA
      interp_mode: NEAREST
      interp_mode: CUBIC
      interp_mode: LANCZOS4
    }
  }
  image_data_param {
    source: "./data/imagenet_320/calibration.txt"
    batch_size: 10
    shuffle: true
    root_folder: "./data/imagenet_320/calibration_images/"
  }
}
layer {
  name: "data_fixed"
  type: "FixedNeuron"
  bottom: "data"
  top: "data"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: OVER_FLOW
    bit_width: 8
    follow_data_layer: true
  }
}
layer {
  name: "conv1_1"
  type: "ConvolutionFixed"
  bottom: "data"
  top: "conv1_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 64
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu1_1"
  type: "ReLU"
  bottom: "conv1_1"
  top: "conv1_1"
}
layer {
  name: "conv1_1_fixed"
  type: "FixedNeuron"
  bottom: "conv1_1"
  top: "conv1_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv1_2"
  type: "ConvolutionFixed"
  bottom: "conv1_1"
  top: "conv1_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 64
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu1_2"
  type: "ReLU"
  bottom: "conv1_2"
  top: "conv1_2"
}
layer {
  name: "conv1_2_fixed"
  type: "FixedNeuron"
  bottom: "conv1_2"
  top: "conv1_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "pool1"
  type: "Pooling"
  bottom: "conv1_2"
  top: "pool1"
  pooling_param {
    pool: MAX
    kernel_size: 2
    stride: 2
  }
}
layer {
  name: "conv2_1"
  type: "ConvolutionFixed"
  bottom: "pool1"
  top: "conv2_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu2_1"
  type: "ReLU"
  bottom: "conv2_1"
  top: "conv2_1"
}
layer {
  name: "conv2_1_fixed"
  type: "FixedNeuron"
  bottom: "conv2_1"
  top: "conv2_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv2_2"
  type: "ConvolutionFixed"
  bottom: "conv2_1"
  top: "conv2_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu2_2"
  type: "ReLU"
  bottom: "conv2_2"
  top: "conv2_2"
}
layer {
  name: "conv2_2_fixed"
  type: "FixedNeuron"
  bottom: "conv2_2"
  top: "conv2_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "pool2"
  type: "Pooling"
  bottom: "conv2_2"
  top: "pool2"
  pooling_param {
    pool: MAX
    kernel_size: 2
    stride: 2
  }
}
layer {
  name: "conv3_1"
  type: "ConvolutionFixed"
  bottom: "pool2"
  top: "conv3_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu3_1"
  type: "ReLU"
  bottom: "conv3_1"
  top: "conv3_1"
}
layer {
  name: "conv3_1_fixed"
  type: "FixedNeuron"
  bottom: "conv3_1"
  top: "conv3_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv3_2"
  type: "ConvolutionFixed"
  bottom: "conv3_1"
  top: "conv3_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu3_2"
  type: "ReLU"
  bottom: "conv3_2"
  top: "conv3_2"
}
layer {
  name: "conv3_2_fixed"
  type: "FixedNeuron"
  bottom: "conv3_2"
  top: "conv3_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv3_3"
  type: "ConvolutionFixed"
  bottom: "conv3_2"
  top: "conv3_3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu3_3"
  type: "ReLU"
  bottom: "conv3_3"
  top: "conv3_3"
}
layer {
  name: "conv3_3_fixed"
  type: "FixedNeuron"
  bottom: "conv3_3"
  top: "conv3_3"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "pool3"
  type: "Pooling"
  bottom: "conv3_3"
  top: "pool3"
  pooling_param {
    pool: MAX
    kernel_size: 2
    stride: 2
  }
}
layer {
  name: "conv4_1"
  type: "ConvolutionFixed"
  bottom: "pool3"
  top: "conv4_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 512
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu4_1"
  type: "ReLU"
  bottom: "conv4_1"
  top: "conv4_1"
}
layer {
  name: "conv4_1_fixed"
  type: "FixedNeuron"
  bottom: "conv4_1"
  top: "conv4_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv4_2"
  type: "ConvolutionFixed"
  bottom: "conv4_1"
  top: "conv4_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 512
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu4_2"
  type: "ReLU"
  bottom: "conv4_2"
  top: "conv4_2"
}
layer {
  name: "conv4_2_fixed"
  type: "FixedNeuron"
  bottom: "conv4_2"
  top: "conv4_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv4_3"
  type: "ConvolutionFixed"
  bottom: "conv4_2"
  top: "conv4_3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  convolution_param {
    num_output: 512
    bias_term: true
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu4_3"
  type: "ReLU"
  bottom: "conv4_3"
  top: "conv4_3"
}
layer {
  name: "conv4_3_fixed"
  type: "FixedNeuron"
  bottom: "conv4_3"
  top: "conv4_3"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "pool4"
  type: "Pooling"
  bottom: "conv4_3"
  top: "pool4"
  pooling_param {
    pool: MAX
    kernel_size: 2
    stride: 2
  }
}
layer {
  name: "conv5_1"
  type: "ConvolutionFixed"
  bottom: "pool4"
  top: "conv5_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 512
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu5_1"
  type: "ReLU"
  bottom: "conv5_1"
  top: "conv5_1"
}
layer {
  name: "conv5_1_fixed"
  type: "FixedNeuron"
  bottom: "conv5_1"
  top: "conv5_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv5_2"
  type: "ConvolutionFixed"
  bottom: "conv5_1"
  top: "conv5_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 512
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu5_2"
  type: "ReLU"
  bottom: "conv5_2"
  top: "conv5_2"
}
layer {
  name: "conv5_2_fixed"
  type: "FixedNeuron"
  bottom: "conv5_2"
  top: "conv5_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv5_3"
  type: "ConvolutionFixed"
  bottom: "conv5_2"
  top: "conv5_3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 512
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu5_3"
  type: "ReLU"
  bottom: "conv5_3"
  top: "conv5_3"
}
layer {
  name: "conv5_3_fixed"
  type: "FixedNeuron"
  bottom: "conv5_3"
  top: "conv5_3"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "pool5"
  type: "Pooling"
  bottom: "conv5_3"
  top: "pool5"
  pooling_param {
    pool: MAX
    kernel_size: 3
    stride: 1
    pad: 1
  }
}
layer {
  name: "fc6_682"
  type: "ConvolutionFixed"
  bottom: "pool5"
  top: "fc6_682"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 682
    pad: 6
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 6
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu6"
  type: "ReLU"
  bottom: "fc6_682"
  top: "fc6_682"
}
layer {
  name: "fc6_682_fixed"
  type: "FixedNeuron"
  bottom: "fc6_682"
  top: "fc6_682"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "fc7_682"
  type: "ConvolutionFixed"
  bottom: "fc6_682"
  top: "fc7_682"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 1024
    kernel_size: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu7"
  type: "ReLU"
  bottom: "fc7_682"
  top: "fc7_682"
}
layer {
  name: "fc7_682_fixed"
  type: "FixedNeuron"
  bottom: "fc7_682"
  top: "fc7_682"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_1"
  type: "ConvolutionFixed"
  bottom: "fc7_682"
  top: "conv6_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_1_relu"
  type: "ReLU"
  bottom: "conv6_1"
  top: "conv6_1"
}
layer {
  name: "conv6_1_fixed"
  type: "FixedNeuron"
  bottom: "conv6_1"
  top: "conv6_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_2"
  type: "ConvolutionFixed"
  bottom: "conv6_1"
  top: "conv6_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 512
    pad: 1
    kernel_size: 3
    stride: 2
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_2_relu"
  type: "ReLU"
  bottom: "conv6_2"
  top: "conv6_2"
}
layer {
  name: "conv6_2_fixed"
  type: "FixedNeuron"
  bottom: "conv6_2"
  top: "conv6_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_1"
  type: "ConvolutionFixed"
  bottom: "conv6_2"
  top: "conv7_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_1_relu"
  type: "ReLU"
  bottom: "conv7_1"
  top: "conv7_1"
}
layer {
  name: "conv7_1_fixed"
  type: "FixedNeuron"
  bottom: "conv7_1"
  top: "conv7_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_2"
  type: "ConvolutionFixed"
  bottom: "conv7_1"
  top: "conv7_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 1
    kernel_size: 3
    stride: 2
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_2_relu"
  type: "ReLU"
  bottom: "conv7_2"
  top: "conv7_2"
}
layer {
  name: "conv7_2_fixed"
  type: "FixedNeuron"
  bottom: "conv7_2"
  top: "conv7_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_1"
  type: "ConvolutionFixed"
  bottom: "conv7_2"
  top: "conv8_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_1_relu"
  type: "ReLU"
  bottom: "conv8_1"
  top: "conv8_1"
}
layer {
  name: "conv8_1_fixed"
  type: "FixedNeuron"
  bottom: "conv8_1"
  top: "conv8_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_2"
  type: "ConvolutionFixed"
  bottom: "conv8_1"
  top: "conv8_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 0
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_2_relu"
  type: "ReLU"
  bottom: "conv8_2"
  top: "conv8_2"
}
layer {
  name: "conv8_2_fixed"
  type: "FixedNeuron"
  bottom: "conv8_2"
  top: "conv8_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv9_1"
  type: "ConvolutionFixed"
  bottom: "conv8_2"
  top: "conv9_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv9_1_relu"
  type: "ReLU"
  bottom: "conv9_1"
  top: "conv9_1"
}
layer {
  name: "conv9_1_fixed"
  type: "FixedNeuron"
  bottom: "conv9_1"
  top: "conv9_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv9_2"
  type: "ConvolutionFixed"
  bottom: "conv9_1"
  top: "conv9_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 0
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv9_2_relu"
  type: "ReLU"
  bottom: "conv9_2"
  top: "conv9_2"
}
layer {
  name: "conv9_2_fixed"
  type: "FixedNeuron"
  bottom: "conv9_2"
  top: "conv9_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv4_3_norm_mbox_loc"
  type: "ConvolutionFixed"
  bottom: "conv4_3"
  top: "conv4_3_norm_mbox_loc"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 16
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv4_3_norm_mbox_loc_fixed"
  type: "FixedNeuron"
  bottom: "conv4_3_norm_mbox_loc"
  top: "conv4_3_norm_mbox_loc"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv4_3_norm_mbox_loc_perm"
  type: "Permute"
  bottom: "conv4_3_norm_mbox_loc"
  top: "conv4_3_norm_mbox_loc_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "conv4_3_norm_mbox_loc_flat"
  type: "Flatten"
  bottom: "conv4_3_norm_mbox_loc_perm"
  top: "conv4_3_norm_mbox_loc_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "conv4_3_norm_mbox_conf"
  type: "ConvolutionFixed"
  bottom: "conv4_3"
  top: "conv4_3_norm_mbox_conf"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 84
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv4_3_norm_mbox_conf_fixed"
  type: "FixedNeuron"
  bottom: "conv4_3_norm_mbox_conf"
  top: "conv4_3_norm_mbox_conf"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv4_3_norm_mbox_conf_perm"
  type: "Permute"
  bottom: "conv4_3_norm_mbox_conf"
  top: "conv4_3_norm_mbox_conf_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "conv4_3_norm_mbox_conf_flat"
  type: "Flatten"
  bottom: "conv4_3_norm_mbox_conf_perm"
  top: "conv4_3_norm_mbox_conf_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "conv4_3_norm_mbox_priorbox"
  type: "PriorBox"
  bottom: "conv4_3"
  bottom: "data"
  top: "conv4_3_norm_mbox_priorbox"
  prior_box_param {
    min_size: 30
    max_size: 60
    aspect_ratio: 2
    flip: true
    clip: false
    variance: 0.1
    variance: 0.1
    variance: 0.2
    variance: 0.2
    step: 8
    offset: 0.5
  }
}
layer {
  name: "fc7_mbox_loc"
  type: "ConvolutionFixed"
  bottom: "fc7_682"
  top: "fc7_mbox_loc"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 24
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "fc7_mbox_loc_fixed"
  type: "FixedNeuron"
  bottom: "fc7_mbox_loc"
  top: "fc7_mbox_loc"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "fc7_mbox_loc_perm"
  type: "Permute"
  bottom: "fc7_mbox_loc"
  top: "fc7_mbox_loc_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "fc7_mbox_loc_flat"
  type: "Flatten"
  bottom: "fc7_mbox_loc_perm"
  top: "fc7_mbox_loc_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "fc7_mbox_conf"
  type: "ConvolutionFixed"
  bottom: "fc7_682"
  top: "fc7_mbox_conf"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 126
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "fc7_mbox_conf_fixed"
  type: "FixedNeuron"
  bottom: "fc7_mbox_conf"
  top: "fc7_mbox_conf"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "fc7_mbox_conf_perm"
  type: "Permute"
  bottom: "fc7_mbox_conf"
  top: "fc7_mbox_conf_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "fc7_mbox_conf_flat"
  type: "Flatten"
  bottom: "fc7_mbox_conf_perm"
  top: "fc7_mbox_conf_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "fc7_mbox_priorbox"
  type: "PriorBox"
  bottom: "fc7_682"
  bottom: "data"
  top: "fc7_mbox_priorbox"
  prior_box_param {
    min_size: 60
    max_size: 111
    aspect_ratio: 2
    aspect_ratio: 3
    flip: true
    clip: false
    variance: 0.1
    variance: 0.1
    variance: 0.2
    variance: 0.2
    step: 16
    offset: 0.5
  }
}
layer {
  name: "conv6_2_mbox_loc"
  type: "ConvolutionFixed"
  bottom: "conv6_2"
  top: "conv6_2_mbox_loc"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 24
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_2_mbox_loc_fixed"
  type: "FixedNeuron"
  bottom: "conv6_2_mbox_loc"
  top: "conv6_2_mbox_loc"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_2_mbox_loc_perm"
  type: "Permute"
  bottom: "conv6_2_mbox_loc"
  top: "conv6_2_mbox_loc_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "conv6_2_mbox_loc_flat"
  type: "Flatten"
  bottom: "conv6_2_mbox_loc_perm"
  top: "conv6_2_mbox_loc_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "conv6_2_mbox_conf"
  type: "ConvolutionFixed"
  bottom: "conv6_2"
  top: "conv6_2_mbox_conf"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 126
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_2_mbox_conf_fixed"
  type: "FixedNeuron"
  bottom: "conv6_2_mbox_conf"
  top: "conv6_2_mbox_conf"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_2_mbox_conf_perm"
  type: "Permute"
  bottom: "conv6_2_mbox_conf"
  top: "conv6_2_mbox_conf_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "conv6_2_mbox_conf_flat"
  type: "Flatten"
  bottom: "conv6_2_mbox_conf_perm"
  top: "conv6_2_mbox_conf_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "conv6_2_mbox_priorbox"
  type: "PriorBox"
  bottom: "conv6_2"
  bottom: "data"
  top: "conv6_2_mbox_priorbox"
  prior_box_param {
    min_size: 111
    max_size: 162
    aspect_ratio: 2
    aspect_ratio: 3
    flip: true
    clip: false
    variance: 0.1
    variance: 0.1
    variance: 0.2
    variance: 0.2
    step: 32
    offset: 0.5
  }
}
layer {
  name: "conv7_2_mbox_loc"
  type: "ConvolutionFixed"
  bottom: "conv7_2"
  top: "conv7_2_mbox_loc"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 24
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_2_mbox_loc_fixed"
  type: "FixedNeuron"
  bottom: "conv7_2_mbox_loc"
  top: "conv7_2_mbox_loc"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_2_mbox_loc_perm"
  type: "Permute"
  bottom: "conv7_2_mbox_loc"
  top: "conv7_2_mbox_loc_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "conv7_2_mbox_loc_flat"
  type: "Flatten"
  bottom: "conv7_2_mbox_loc_perm"
  top: "conv7_2_mbox_loc_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "conv7_2_mbox_conf"
  type: "ConvolutionFixed"
  bottom: "conv7_2"
  top: "conv7_2_mbox_conf"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 126
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_2_mbox_conf_fixed"
  type: "FixedNeuron"
  bottom: "conv7_2_mbox_conf"
  top: "conv7_2_mbox_conf"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_2_mbox_conf_perm"
  type: "Permute"
  bottom: "conv7_2_mbox_conf"
  top: "conv7_2_mbox_conf_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "conv7_2_mbox_conf_flat"
  type: "Flatten"
  bottom: "conv7_2_mbox_conf_perm"
  top: "conv7_2_mbox_conf_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "conv7_2_mbox_priorbox"
  type: "PriorBox"
  bottom: "conv7_2"
  bottom: "data"
  top: "conv7_2_mbox_priorbox"
  prior_box_param {
    min_size: 162
    max_size: 213
    aspect_ratio: 2
    aspect_ratio: 3
    flip: true
    clip: false
    variance: 0.1
    variance: 0.1
    variance: 0.2
    variance: 0.2
    step: 64
    offset: 0.5
  }
}
layer {
  name: "conv8_2_mbox_loc"
  type: "ConvolutionFixed"
  bottom: "conv8_2"
  top: "conv8_2_mbox_loc"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 16
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_2_mbox_loc_fixed"
  type: "FixedNeuron"
  bottom: "conv8_2_mbox_loc"
  top: "conv8_2_mbox_loc"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_2_mbox_loc_perm"
  type: "Permute"
  bottom: "conv8_2_mbox_loc"
  top: "conv8_2_mbox_loc_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "conv8_2_mbox_loc_flat"
  type: "Flatten"
  bottom: "conv8_2_mbox_loc_perm"
  top: "conv8_2_mbox_loc_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "conv8_2_mbox_conf"
  type: "ConvolutionFixed"
  bottom: "conv8_2"
  top: "conv8_2_mbox_conf"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 84
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_2_mbox_conf_fixed"
  type: "FixedNeuron"
  bottom: "conv8_2_mbox_conf"
  top: "conv8_2_mbox_conf"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_2_mbox_conf_perm"
  type: "Permute"
I1215 09:43:56.625521  2411 layer_factory.hpp:77] Creating layer data
I1215 09:43:56.625542  2411 net.cpp:94] Creating Layer data
I1215 09:43:56.625548  2411 net.cpp:409] data -> data
I1215 09:43:56.625567  2411 net.cpp:409] data -> label
I1215 09:43:56.625579  2411 image_data_layer.cpp:41] Opening file ./data/imagenet_320/calibration.txt
I1215 09:43:56.625634  2411 image_data_layer.cpp:51] Shuffling data
I1215 09:43:56.625643  2411 image_data_layer.cpp:56] A total of 102 images.
I1215 09:43:56.627153  2411 image_data_layer.cpp:84] output data size: 10,3,300,300
I1215 09:43:56.668725  2411 internal_thread.cpp:27] Starting internal thread(s) on GPU 0
I1215 09:43:56.668810  2411 net.cpp:144] Setting up data
I1215 09:43:56.668823  2411 net.cpp:151] Top shape: 10 3 300 300 (2700000)
I1215 09:43:56.668826  2411 net.cpp:151] Top shape: 10 (10)
I1215 09:43:56.668829  2411 net.cpp:159] Memory required for data: 10800040
I1215 09:43:56.668834  2411 layer_factory.hpp:77] Creating layer data_fixed
I1215 09:43:56.668846  2411 net.cpp:94] Creating Layer data_fixed
I1215 09:43:56.668851  2411 net.cpp:435] data_fixed <- data
I1215 09:43:56.668859  2411 net.cpp:396] data_fixed -> data (in-place)
I1215 09:43:56.668969  2411 net.cpp:144] Setting up data_fixed
I1215 09:43:56.668977  2411 net.cpp:151] Top shape: 10 3 300 300 (2700000)
I1215 09:43:56.668980  2411 net.cpp:159] Memory required for data: 21600040
I1215 09:43:56.668990  2411 layer_factory.hpp:77] Creating layer data_data_fixed_0_split
I1215 09:43:56.668998  2411 net.cpp:94] Creating Layer data_data_fixed_0_split
I1215 09:43:56.669000  2411 net.cpp:435] data_data_fixed_0_split <- data
I1215 09:43:56.669008  2411 net.cpp:409] data_data_fixed_0_split -> data_data_fixed_0_split_0
I1215 09:43:56.669016  2411 net.cpp:409] data_data_fixed_0_split -> data_data_fixed_0_split_1
I1215 09:43:56.669023  2411 net.cpp:409] data_data_fixed_0_split -> data_data_fixed_0_split_2
I1215 09:43:56.669029  2411 net.cpp:409] data_data_fixed_0_split -> data_data_fixed_0_split_3
I1215 09:43:56.669035  2411 net.cpp:409] data_data_fixed_0_split -> data_data_fixed_0_split_4
I1215 09:43:56.669041  2411 net.cpp:409] data_data_fixed_0_split -> data_data_fixed_0_split_5
I1215 09:43:56.669049  2411 net.cpp:409] data_data_fixed_0_split -> data_data_fixed_0_split_6
I1215 09:43:56.669133  2411 net.cpp:144] Setting up data_data_fixed_0_split
I1215 09:43:56.669142  2411 net.cpp:151] Top shape: 10 3 300 300 (2700000)
I1215 09:43:56.669145  2411 net.cpp:151] Top shape: 10 3 300 300 (2700000)
I1215 09:43:56.669148  2411 net.cpp:151] Top shape: 10 3 300 300 (2700000)
I1215 09:43:56.669152  2411 net.cpp:151] Top shape: 10 3 300 300 (2700000)
I1215 09:43:56.669155  2411 net.cpp:151] Top shape: 10 3 300 300 (2700000)
I1215 09:43:56.669158  2411 net.cpp:151] Top shape: 10 3 300 300 (2700000)
I1215 09:43:56.669162  2411 net.cpp:151] Top shape: 10 3 300 300 (2700000)
I1215 09:43:56.669164  2411 net.cpp:159] Memory required for data: 97200040
I1215 09:43:56.669167  2411 layer_factory.hpp:77] Creating layer conv1_1
I1215 09:43:56.669178  2411 net.cpp:94] Creating Layer conv1_1
I1215 09:43:56.669183  2411 net.cpp:435] conv1_1 <- data_data_fixed_0_split_0
I1215 09:43:56.669188  2411 net.cpp:409] conv1_1 -> conv1_1
I1215 09:43:56.670238  2411 layer_factory.hpp:77] Creating layer conv1_1
I1215 09:43:56.671713  2411 net.cpp:144] Setting up conv1_1
I1215 09:43:56.671726  2411 net.cpp:151] Top shape: 10 64 300 300 (57600000)
I1215 09:43:56.671730  2411 net.cpp:159] Memory required for data: 327600040
I1215 09:43:56.671738  2411 layer_factory.hpp:77] Creating layer relu1_1
I1215 09:43:56.671775  2411 net.cpp:94] Creating Layer relu1_1
I1215 09:43:56.671780  2411 net.cpp:435] relu1_1 <- conv1_1
I1215 09:43:56.671784  2411 net.cpp:396] relu1_1 -> conv1_1 (in-place)
I1215 09:43:56.671792  2411 net.cpp:144] Setting up relu1_1
I1215 09:43:56.671797  2411 net.cpp:151] Top shape: 10 64 300 300 (57600000)
I1215 09:43:56.671799  2411 net.cpp:159] Memory required for data: 558000040
I1215 09:43:56.671802  2411 layer_factory.hpp:77] Creating layer conv1_1_fixed
I1215 09:43:56.671808  2411 net.cpp:94] Creating Layer conv1_1_fixed
I1215 09:43:56.671809  2411 net.cpp:435] conv1_1_fixed <- conv1_1
I1215 09:43:56.671813  2411 net.cpp:396] conv1_1_fixed -> conv1_1 (in-place)
I1215 09:43:56.671851  2411 net.cpp:144] Setting up conv1_1_fixed
I1215 09:43:56.671859  2411 net.cpp:151] Top shape: 10 64 300 300 (57600000)
I1215 09:43:56.671861  2411 net.cpp:159] Memory required for data: 788400040
I1215 09:43:56.671865  2411 layer_factory.hpp:77] Creating layer conv1_2
I1215 09:43:56.671874  2411 net.cpp:94] Creating Layer conv1_2
I1215 09:43:56.671876  2411 net.cpp:435] conv1_2 <- conv1_1
I1215 09:43:56.671881  2411 net.cpp:409] conv1_2 -> conv1_2
I1215 09:43:56.673029  2411 layer_factory.hpp:77] Creating layer conv1_2
I1215 09:43:56.674476  2411 net.cpp:144] Setting up conv1_2
I1215 09:43:56.674489  2411 net.cpp:151] Top shape: 10 64 300 300 (57600000)
I1215 09:43:56.674491  2411 net.cpp:159] Memory required for data: 1018800040
I1215 09:43:56.674500  2411 layer_factory.hpp:77] Creating layer relu1_2
I1215 09:43:56.674506  2411 net.cpp:94] Creating Layer relu1_2
I1215 09:43:56.674510  2411 net.cpp:435] relu1_2 <- conv1_2
I1215 09:43:56.674513  2411 net.cpp:396] relu1_2 -> conv1_2 (in-place)
I1215 09:43:56.674520  2411 net.cpp:144] Setting up relu1_2
I1215 09:43:56.674523  2411 net.cpp:151] Top shape: 10 64 300 300 (57600000)
I1215 09:43:56.674526  2411 net.cpp:159] Memory required for data: 1249200040
I1215 09:43:56.674530  2411 layer_factory.hpp:77] Creating layer conv1_2_fixed
I1215 09:43:56.674535  2411 net.cpp:94] Creating Layer conv1_2_fixed
I1215 09:43:56.674537  2411 net.cpp:435] conv1_2_fixed <- conv1_2
I1215 09:43:56.674540  2411 net.cpp:396] conv1_2_fixed -> conv1_2 (in-place)
I1215 09:43:56.674576  2411 net.cpp:144] Setting up conv1_2_fixed
I1215 09:43:56.674583  2411 net.cpp:151] Top shape: 10 64 300 300 (57600000)
I1215 09:43:56.674585  2411 net.cpp:159] Memory required for data: 1479600040
I1215 09:43:56.674589  2411 layer_factory.hpp:77] Creating layer pool1
I1215 09:43:56.674595  2411 net.cpp:94] Creating Layer pool1
I1215 09:43:56.674598  2411 net.cpp:435] pool1 <- conv1_2
I1215 09:43:56.674602  2411 net.cpp:409] pool1 -> pool1
I1215 09:43:56.674635  2411 net.cpp:144] Setting up pool1
I1215 09:43:56.674643  2411 net.cpp:151] Top shape: 10 64 150 150 (14400000)
I1215 09:43:56.674644  2411 net.cpp:159] Memory required for data: 1537200040
I1215 09:43:56.674648  2411 layer_factory.hpp:77] Creating layer conv2_1
I1215 09:43:56.674655  2411 net.cpp:94] Creating Layer conv2_1
I1215 09:43:56.674659  2411 net.cpp:435] conv2_1 <- pool1
I1215 09:43:56.674664  2411 net.cpp:409] conv2_1 -> conv2_1
I1215 09:43:56.675211  2411 layer_factory.hpp:77] Creating layer conv2_1
I1215 09:43:56.676676  2411 net.cpp:144] Setting up conv2_1
I1215 09:43:56.676689  2411 net.cpp:151] Top shape: 10 128 150 150 (28800000)
I1215 09:43:56.676692  2411 net.cpp:159] Memory required for data: 1652400040
I1215 09:43:56.676700  2411 layer_factory.hpp:77] Creating layer relu2_1
I1215 09:43:56.676707  2411 net.cpp:94] Creating Layer relu2_1
I1215 09:43:56.676709  2411 net.cpp:435] relu2_1 <- conv2_1
I1215 09:43:56.676713  2411 net.cpp:396] relu2_1 -> conv2_1 (in-place)
I1215 09:43:56.676720  2411 net.cpp:144] Setting up relu2_1
I1215 09:43:56.676724  2411 net.cpp:151] Top shape: 10 128 150 150 (28800000)
I1215 09:43:56.676726  2411 net.cpp:159] Memory required for data: 1767600040
I1215 09:43:56.676728  2411 layer_factory.hpp:77] Creating layer conv2_1_fixed
I1215 09:43:56.676733  2411 net.cpp:94] Creating Layer conv2_1_fixed
I1215 09:43:56.676736  2411 net.cpp:435] conv2_1_fixed <- conv2_1
I1215 09:43:56.676740  2411 net.cpp:396] conv2_1_fixed -> conv2_1 (in-place)
I1215 09:43:56.676775  2411 net.cpp:144] Setting up conv2_1_fixed
I1215 09:43:56.676781  2411 net.cpp:151] Top shape: 10 128 150 150 (28800000)
I1215 09:43:56.676784  2411 net.cpp:159] Memory required for data: 1882800040
I1215 09:43:56.676787  2411 layer_factory.hpp:77] Creating layer conv2_2
I1215 09:43:56.676796  2411 net.cpp:94] Creating Layer conv2_2
I1215 09:43:56.676800  2411 net.cpp:435] conv2_2 <- conv2_1
I1215 09:43:56.676803  2411 net.cpp:409] conv2_2 -> conv2_2
I1215 09:43:56.677726  2411 layer_factory.hpp:77] Creating layer conv2_2
I1215 09:43:56.679538  2411 net.cpp:144] Setting up conv2_2
I1215 09:43:56.679550  2411 net.cpp:151] Top shape: 10 128 150 150 (28800000)
I1215 09:43:56.679553  2411 net.cpp:159] Memory required for data: 1998000040
I1215 09:43:56.679559  2411 layer_factory.hpp:77] Creating layer relu2_2
I1215 09:43:56.679565  2411 net.cpp:94] Creating Layer relu2_2
I1215 09:43:56.679569  2411 net.cpp:435] relu2_2 <- conv2_2
I1215 09:43:56.679572  2411 net.cpp:396] relu2_2 -> conv2_2 (in-place)
I1215 09:43:56.679579  2411 net.cpp:144] Setting up relu2_2
I1215 09:43:56.679584  2411 net.cpp:151] Top shape: 10 128 150 150 (28800000)
I1215 09:43:56.679585  2411 net.cpp:159] Memory required for data: 2113200040
I1215 09:43:56.679587  2411 layer_factory.hpp:77] Creating layer conv2_2_fixed
I1215 09:43:56.679594  2411 net.cpp:94] Creating Layer conv2_2_fixed
I1215 09:43:56.679595  2411 net.cpp:435] conv2_2_fixed <- conv2_2
I1215 09:43:56.679600  2411 net.cpp:396] conv2_2_fixed -> conv2_2 (in-place)
I1215 09:43:56.679636  2411 net.cpp:144] Setting up conv2_2_fixed
I1215 09:43:56.679641  2411 net.cpp:151] Top shape: 10 128 150 150 (28800000)
I1215 09:43:56.679644  2411 net.cpp:159] Memory required for data: 2228400040
I1215 09:43:56.679648  2411 layer_factory.hpp:77] Creating layer pool2
I1215 09:43:56.679654  2411 net.cpp:94] Creating Layer pool2
I1215 09:43:56.679657  2411 net.cpp:435] pool2 <- conv2_2
I1215 09:43:56.679661  2411 net.cpp:409] pool2 -> pool2
I1215 09:43:56.679694  2411 net.cpp:144] Setting up pool2
I1215 09:43:56.679702  2411 net.cpp:151] Top shape: 10 128 75 75 (7200000)
I1215 09:43:56.679703  2411 net.cpp:159] Memory required for data: 2257200040
I1215 09:43:56.679706  2411 layer_factory.hpp:77] Creating layer conv3_1
I1215 09:43:56.679714  2411 net.cpp:94] Creating Layer conv3_1
I1215 09:43:56.679718  2411 net.cpp:435] conv3_1 <- pool2
I1215 09:43:56.679723  2411 net.cpp:409] conv3_1 -> conv3_1
I1215 09:43:56.682880  2411 layer_factory.hpp:77] Creating layer conv3_1
I1215 09:43:56.686882  2411 net.cpp:144] Setting up conv3_1
I1215 09:43:56.686894  2411 net.cpp:151] Top shape: 10 256 75 75 (14400000)
I1215 09:43:56.686898  2411 net.cpp:159] Memory required for data: 2314800040
I1215 09:43:56.686904  2411 layer_factory.hpp:77] Creating layer relu3_1
I1215 09:43:56.686909  2411 net.cpp:94] Creating Layer relu3_1
I1215 09:43:56.686913  2411 net.cpp:435] relu3_1 <- conv3_1
I1215 09:43:56.686918  2411 net.cpp:396] relu3_1 -> conv3_1 (in-place)
I1215 09:43:56.686924  2411 net.cpp:144] Setting up relu3_1
I1215 09:43:56.686928  2411 net.cpp:151] Top shape: 10 256 75 75 (14400000)
I1215 09:43:56.686929  2411 net.cpp:159] Memory required for data: 2372400040
I1215 09:43:56.686933  2411 layer_factory.hpp:77] Creating layer conv3_1_fixed
I1215 09:43:56.686938  2411 net.cpp:94] Creating Layer conv3_1_fixed
I1215 09:43:56.686939  2411 net.cpp:435] conv3_1_fixed <- conv3_1
I1215 09:43:56.686944  2411 net.cpp:396] conv3_1_fixed -> conv3_1 (in-place)
I1215 09:43:56.686980  2411 net.cpp:144] Setting up conv3_1_fixed
I1215 09:43:56.686985  2411 net.cpp:151] Top shape: 10 256 75 75 (14400000)
I1215 09:43:56.686988  2411 net.cpp:159] Memory required for data: 2430000040
I1215 09:43:56.686991  2411 layer_factory.hpp:77] Creating layer conv3_2
I1215 09:43:56.687000  2411 net.cpp:94] Creating Layer conv3_2
I1215 09:43:56.687003  2411 net.cpp:435] conv3_2 <- conv3_1
I1215 09:43:56.687008  2411 net.cpp:409] conv3_2 -> conv3_2
I1215 09:43:56.691859  2411 layer_factory.hpp:77] Creating layer conv3_2
I1215 09:43:56.696816  2411 net.cpp:144] Setting up conv3_2
I1215 09:43:56.696830  2411 net.cpp:151] Top shape: 10 256 75 75 (14400000)
I1215 09:43:56.696832  2411 net.cpp:159] Memory required for data: 2487600040
I1215 09:43:56.696842  2411 layer_factory.hpp:77] Creating layer relu3_2
I1215 09:43:56.696849  2411 net.cpp:94] Creating Layer relu3_2
I1215 09:43:56.696852  2411 net.cpp:435] relu3_2 <- conv3_2
I1215 09:43:56.696856  2411 net.cpp:396] relu3_2 -> conv3_2 (in-place)
I1215 09:43:56.696863  2411 net.cpp:144] Setting up relu3_2
I1215 09:43:56.696866  2411 net.cpp:151] Top shape: 10 256 75 75 (14400000)
I1215 09:43:56.696869  2411 net.cpp:159] Memory required for data: 2545200040
I1215 09:43:56.696871  2411 layer_factory.hpp:77] Creating layer conv3_2_fixed
I1215 09:43:56.696877  2411 net.cpp:94] Creating Layer conv3_2_fixed
I1215 09:43:56.696879  2411 net.cpp:435] conv3_2_fixed <- conv3_2
I1215 09:43:56.696882  2411 net.cpp:396] conv3_2_fixed -> conv3_2 (in-place)
I1215 09:43:56.696918  2411 net.cpp:144] Setting up conv3_2_fixed
I1215 09:43:56.696924  2411 net.cpp:151] Top shape: 10 256 75 75 (14400000)
I1215 09:43:56.696928  2411 net.cpp:159] Memory required for data: 2602800040
I1215 09:43:56.696931  2411 layer_factory.hpp:77] Creating layer conv3_3
I1215 09:43:56.696939  2411 net.cpp:94] Creating Layer conv3_3
I1215 09:43:56.696943  2411 net.cpp:435] conv3_3 <- conv3_2
I1215 09:43:56.696947  2411 net.cpp:409] conv3_3 -> conv3_3
I1215 09:43:56.701683  2411 layer_factory.hpp:77] Creating layer conv3_3
I1215 09:43:56.706537  2411 net.cpp:144] Setting up conv3_3
I1215 09:43:56.706550  2411 net.cpp:151] Top shape: 10 256 75 75 (14400000)
I1215 09:43:56.706553  2411 net.cpp:159] Memory required for data: 2660400040
I1215 09:43:56.706559  2411 layer_factory.hpp:77] Creating layer relu3_3
I1215 09:43:56.706565  2411 net.cpp:94] Creating Layer relu3_3
I1215 09:43:56.706568  2411 net.cpp:435] relu3_3 <- conv3_3
I1215 09:43:56.706573  2411 net.cpp:396] relu3_3 -> conv3_3 (in-place)
I1215 09:43:56.706579  2411 net.cpp:144] Setting up relu3_3
I1215 09:43:56.706583  2411 net.cpp:151] Top shape: 10 256 75 75 (14400000)
I1215 09:43:56.706585  2411 net.cpp:159] Memory required for data: 2718000040
I1215 09:43:56.706588  2411 layer_factory.hpp:77] Creating layer conv3_3_fixed
I1215 09:43:56.706593  2411 net.cpp:94] Creating Layer conv3_3_fixed
I1215 09:43:56.706594  2411 net.cpp:435] conv3_3_fixed <- conv3_3
I1215 09:43:56.706598  2411 net.cpp:396] conv3_3_fixed -> conv3_3 (in-place)
I1215 09:43:56.706634  2411 net.cpp:144] Setting up conv3_3_fixed
I1215 09:43:56.706640  2411 net.cpp:151] Top shape: 10 256 75 75 (14400000)
I1215 09:43:56.706642  2411 net.cpp:159] Memory required for data: 2775600040
I1215 09:43:56.706646  2411 layer_factory.hpp:77] Creating layer pool3
I1215 09:43:56.706653  2411 net.cpp:94] Creating Layer pool3
I1215 09:43:56.706655  2411 net.cpp:435] pool3 <- conv3_3
I1215 09:43:56.706660  2411 net.cpp:409] pool3 -> pool3
I1215 09:43:56.706696  2411 net.cpp:144] Setting up pool3
I1215 09:43:56.706702  2411 net.cpp:151] Top shape: 10 256 38 38 (3696640)
I1215 09:43:56.706704  2411 net.cpp:159] Memory required for data: 2790386600
I1215 09:43:56.706707  2411 layer_factory.hpp:77] Creating layer conv4_1
I1215 09:43:56.706715  2411 net.cpp:94] Creating Layer conv4_1
I1215 09:43:56.706718  2411 net.cpp:435] conv4_1 <- pool3
I1215 09:43:56.706723  2411 net.cpp:409] conv4_1 -> conv4_1
I1215 09:43:56.716225  2411 layer_factory.hpp:77] Creating layer conv4_1
I1215 09:43:56.725199  2411 net.cpp:144] Setting up conv4_1
I1215 09:43:56.725214  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:56.725217  2411 net.cpp:159] Memory required for data: 2819959720
I1215 09:43:56.725224  2411 layer_factory.hpp:77] Creating layer relu4_1
I1215 09:43:56.725229  2411 net.cpp:94] Creating Layer relu4_1
I1215 09:43:56.725234  2411 net.cpp:435] relu4_1 <- conv4_1
I1215 09:43:56.725239  2411 net.cpp:396] relu4_1 -> conv4_1 (in-place)
I1215 09:43:56.725246  2411 net.cpp:144] Setting up relu4_1
I1215 09:43:56.725250  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:56.725252  2411 net.cpp:159] Memory required for data: 2849532840
I1215 09:43:56.725255  2411 layer_factory.hpp:77] Creating layer conv4_1_fixed
I1215 09:43:56.725260  2411 net.cpp:94] Creating Layer conv4_1_fixed
I1215 09:43:56.725262  2411 net.cpp:435] conv4_1_fixed <- conv4_1
I1215 09:43:56.725266  2411 net.cpp:396] conv4_1_fixed -> conv4_1 (in-place)
I1215 09:43:56.725301  2411 net.cpp:144] Setting up conv4_1_fixed
I1215 09:43:56.725308  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:56.725311  2411 net.cpp:159] Memory required for data: 2879105960
I1215 09:43:56.725314  2411 layer_factory.hpp:77] Creating layer conv4_2
I1215 09:43:56.725323  2411 net.cpp:94] Creating Layer conv4_2
I1215 09:43:56.725327  2411 net.cpp:435] conv4_2 <- conv4_1
I1215 09:43:56.725332  2411 net.cpp:409] conv4_2 -> conv4_2
I1215 09:43:56.742117  2411 layer_factory.hpp:77] Creating layer conv4_2
I1215 09:43:56.759332  2411 net.cpp:144] Setting up conv4_2
I1215 09:43:56.759351  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:56.759352  2411 net.cpp:159] Memory required for data: 2908679080
I1215 09:43:56.759361  2411 layer_factory.hpp:77] Creating layer relu4_2
I1215 09:43:56.759369  2411 net.cpp:94] Creating Layer relu4_2
I1215 09:43:56.759373  2411 net.cpp:435] relu4_2 <- conv4_2
I1215 09:43:56.759378  2411 net.cpp:396] relu4_2 -> conv4_2 (in-place)
I1215 09:43:56.759387  2411 net.cpp:144] Setting up relu4_2
I1215 09:43:56.759390  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:56.759392  2411 net.cpp:159] Memory required for data: 2938252200
I1215 09:43:56.759394  2411 layer_factory.hpp:77] Creating layer conv4_2_fixed
I1215 09:43:56.759403  2411 net.cpp:94] Creating Layer conv4_2_fixed
I1215 09:43:56.759405  2411 net.cpp:435] conv4_2_fixed <- conv4_2
I1215 09:43:56.759409  2411 net.cpp:396] conv4_2_fixed -> conv4_2 (in-place)
I1215 09:43:56.759445  2411 net.cpp:144] Setting up conv4_2_fixed
I1215 09:43:56.759452  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:56.759454  2411 net.cpp:159] Memory required for data: 2967825320
I1215 09:43:56.759459  2411 layer_factory.hpp:77] Creating layer conv4_3
I1215 09:43:56.759469  2411 net.cpp:94] Creating Layer conv4_3
I1215 09:43:56.759471  2411 net.cpp:435] conv4_3 <- conv4_2
I1215 09:43:56.759475  2411 net.cpp:409] conv4_3 -> conv4_3
I1215 09:43:56.776583  2411 layer_factory.hpp:77] Creating layer conv4_3
I1215 09:43:56.793757  2411 net.cpp:144] Setting up conv4_3
I1215 09:43:56.793776  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:56.793779  2411 net.cpp:159] Memory required for data: 2997398440
I1215 09:43:56.793787  2411 layer_factory.hpp:77] Creating layer relu4_3
I1215 09:43:56.793795  2411 net.cpp:94] Creating Layer relu4_3
I1215 09:43:56.793799  2411 net.cpp:435] relu4_3 <- conv4_3
I1215 09:43:56.793805  2411 net.cpp:396] relu4_3 -> conv4_3 (in-place)
I1215 09:43:56.793812  2411 net.cpp:144] Setting up relu4_3
I1215 09:43:56.793817  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:56.793818  2411 net.cpp:159] Memory required for data: 3026971560
I1215 09:43:56.793821  2411 layer_factory.hpp:77] Creating layer conv4_3_fixed
I1215 09:43:56.793826  2411 net.cpp:94] Creating Layer conv4_3_fixed
I1215 09:43:56.793829  2411 net.cpp:435] conv4_3_fixed <- conv4_3
I1215 09:43:56.793833  2411 net.cpp:396] conv4_3_fixed -> conv4_3 (in-place)
I1215 09:43:56.793870  2411 net.cpp:144] Setting up conv4_3_fixed
I1215 09:43:56.793876  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:56.793879  2411 net.cpp:159] Memory required for data: 3056544680
I1215 09:43:56.793884  2411 layer_factory.hpp:77] Creating layer conv4_3_conv4_3_fixed_0_split
I1215 09:43:56.793889  2411 net.cpp:94] Creating Layer conv4_3_conv4_3_fixed_0_split
I1215 09:43:56.793891  2411 net.cpp:435] conv4_3_conv4_3_fixed_0_split <- conv4_3
I1215 09:43:56.793896  2411 net.cpp:409] conv4_3_conv4_3_fixed_0_split -> conv4_3_conv4_3_fixed_0_split_0
I1215 09:43:56.793903  2411 net.cpp:409] conv4_3_conv4_3_fixed_0_split -> conv4_3_conv4_3_fixed_0_split_1
I1215 09:43:56.793910  2411 net.cpp:409] conv4_3_conv4_3_fixed_0_split -> conv4_3_conv4_3_fixed_0_split_2
I1215 09:43:56.793915  2411 net.cpp:409] conv4_3_conv4_3_fixed_0_split -> conv4_3_conv4_3_fixed_0_split_3
I1215 09:43:56.793968  2411 net.cpp:144] Setting up conv4_3_conv4_3_fixed_0_split
I1215 09:43:56.793974  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:56.793978  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:56.793982  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:56.793984  2411 net.cpp:151] Top shape: 10 512 38 38 (7393280)
I1215 09:43:56.793987  2411 net.cpp:159] Memory required for data: 3174837160
I1215 09:43:56.793989  2411 layer_factory.hpp:77] Creating layer pool4
I1215 09:43:56.793995  2411 net.cpp:94] Creating Layer pool4
I1215 09:43:56.793998  2411 net.cpp:435] pool4 <- conv4_3_conv4_3_fixed_0_split_0
I1215 09:43:56.794004  2411 net.cpp:409] pool4 -> pool4
I1215 09:43:56.794036  2411 net.cpp:144] Setting up pool4
I1215 09:43:56.794042  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:56.794044  2411 net.cpp:159] Memory required for data: 3182230440
I1215 09:43:56.794047  2411 layer_factory.hpp:77] Creating layer conv5_1
I1215 09:43:56.794057  2411 net.cpp:94] Creating Layer conv5_1
I1215 09:43:56.794060  2411 net.cpp:435] conv5_1 <- pool4
I1215 09:43:56.794065  2411 net.cpp:409] conv5_1 -> conv5_1
I1215 09:43:56.811146  2411 layer_factory.hpp:77] Creating layer conv5_1
I1215 09:43:56.828433  2411 net.cpp:144] Setting up conv5_1
I1215 09:43:56.828450  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:56.828454  2411 net.cpp:159] Memory required for data: 3189623720
I1215 09:43:56.828467  2411 layer_factory.hpp:77] Creating layer relu5_1
I1215 09:43:56.828475  2411 net.cpp:94] Creating Layer relu5_1
I1215 09:43:56.828480  2411 net.cpp:435] relu5_1 <- conv5_1
I1215 09:43:56.828485  2411 net.cpp:396] relu5_1 -> conv5_1 (in-place)
I1215 09:43:56.828492  2411 net.cpp:144] Setting up relu5_1
I1215 09:43:56.828496  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:56.828498  2411 net.cpp:159] Memory required for data: 3197017000
I1215 09:43:56.828500  2411 layer_factory.hpp:77] Creating layer conv5_1_fixed
I1215 09:43:56.828506  2411 net.cpp:94] Creating Layer conv5_1_fixed
I1215 09:43:56.828510  2411 net.cpp:435] conv5_1_fixed <- conv5_1
I1215 09:43:56.828513  2411 net.cpp:396] conv5_1_fixed -> conv5_1 (in-place)
I1215 09:43:56.828549  2411 net.cpp:144] Setting up conv5_1_fixed
I1215 09:43:56.828557  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:56.828558  2411 net.cpp:159] Memory required for data: 3204410280
I1215 09:43:56.828562  2411 layer_factory.hpp:77] Creating layer conv5_2
I1215 09:43:56.828572  2411 net.cpp:94] Creating Layer conv5_2
I1215 09:43:56.828575  2411 net.cpp:435] conv5_2 <- conv5_1
I1215 09:43:56.828580  2411 net.cpp:409] conv5_2 -> conv5_2
I1215 09:43:56.846148  2411 layer_factory.hpp:77] Creating layer conv5_2
I1215 09:43:56.863281  2411 net.cpp:144] Setting up conv5_2
I1215 09:43:56.863301  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:56.863302  2411 net.cpp:159] Memory required for data: 3211803560
I1215 09:43:56.863312  2411 layer_factory.hpp:77] Creating layer relu5_2
I1215 09:43:56.863318  2411 net.cpp:94] Creating Layer relu5_2
I1215 09:43:56.863338  2411 net.cpp:435] relu5_2 <- conv5_2
I1215 09:43:56.863343  2411 net.cpp:396] relu5_2 -> conv5_2 (in-place)
I1215 09:43:56.863350  2411 net.cpp:144] Setting up relu5_2
I1215 09:43:56.863354  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:56.863358  2411 net.cpp:159] Memory required for data: 3219196840
I1215 09:43:56.863359  2411 layer_factory.hpp:77] Creating layer conv5_2_fixed
I1215 09:43:56.863365  2411 net.cpp:94] Creating Layer conv5_2_fixed
I1215 09:43:56.863368  2411 net.cpp:435] conv5_2_fixed <- conv5_2
I1215 09:43:56.863371  2411 net.cpp:396] conv5_2_fixed -> conv5_2 (in-place)
I1215 09:43:56.863409  2411 net.cpp:144] Setting up conv5_2_fixed
I1215 09:43:56.863415  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:56.863417  2411 net.cpp:159] Memory required for data: 3226590120
I1215 09:43:56.863421  2411 layer_factory.hpp:77] Creating layer conv5_3
I1215 09:43:56.863430  2411 net.cpp:94] Creating Layer conv5_3
I1215 09:43:56.863433  2411 net.cpp:435] conv5_3 <- conv5_2
I1215 09:43:56.863438  2411 net.cpp:409] conv5_3 -> conv5_3
I1215 09:43:56.880165  2411 layer_factory.hpp:77] Creating layer conv5_3
I1215 09:43:56.897192  2411 net.cpp:144] Setting up conv5_3
I1215 09:43:56.897228  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:56.897230  2411 net.cpp:159] Memory required for data: 3233983400
I1215 09:43:56.897238  2411 layer_factory.hpp:77] Creating layer relu5_3
I1215 09:43:56.897245  2411 net.cpp:94] Creating Layer relu5_3
I1215 09:43:56.897250  2411 net.cpp:435] relu5_3 <- conv5_3
I1215 09:43:56.897255  2411 net.cpp:396] relu5_3 -> conv5_3 (in-place)
I1215 09:43:56.897264  2411 net.cpp:144] Setting up relu5_3
I1215 09:43:56.897266  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:56.897269  2411 net.cpp:159] Memory required for data: 3241376680
I1215 09:43:56.897271  2411 layer_factory.hpp:77] Creating layer conv5_3_fixed
I1215 09:43:56.897277  2411 net.cpp:94] Creating Layer conv5_3_fixed
I1215 09:43:56.897279  2411 net.cpp:435] conv5_3_fixed <- conv5_3
I1215 09:43:56.897294  2411 net.cpp:396] conv5_3_fixed -> conv5_3 (in-place)
I1215 09:43:56.897331  2411 net.cpp:144] Setting up conv5_3_fixed
I1215 09:43:56.897337  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:56.897339  2411 net.cpp:159] Memory required for data: 3248769960
I1215 09:43:56.897343  2411 layer_factory.hpp:77] Creating layer pool5
I1215 09:43:56.897349  2411 net.cpp:94] Creating Layer pool5
I1215 09:43:56.897352  2411 net.cpp:435] pool5 <- conv5_3
I1215 09:43:56.897356  2411 net.cpp:409] pool5 -> pool5
I1215 09:43:56.897393  2411 net.cpp:144] Setting up pool5
I1215 09:43:56.897399  2411 net.cpp:151] Top shape: 10 512 19 19 (1848320)
I1215 09:43:56.897403  2411 net.cpp:159] Memory required for data: 3256163240
I1215 09:43:56.897404  2411 layer_factory.hpp:77] Creating layer fc6_682
I1215 09:43:56.897413  2411 net.cpp:94] Creating Layer fc6_682
I1215 09:43:56.897416  2411 net.cpp:435] fc6_682 <- pool5
I1215 09:43:56.897421  2411 net.cpp:409] fc6_682 -> fc6_682
I1215 09:43:56.919438  2411 layer_factory.hpp:77] Creating layer fc6_682
I1215 09:43:56.941921  2411 net.cpp:144] Setting up fc6_682
I1215 09:43:56.941957  2411 net.cpp:151] Top shape: 10 682 19 19 (2462020)
I1215 09:43:56.941962  2411 net.cpp:159] Memory required for data: 3266011320
I1215 09:43:56.941969  2411 layer_factory.hpp:77] Creating layer relu6
I1215 09:43:56.941977  2411 net.cpp:94] Creating Layer relu6
I1215 09:43:56.941980  2411 net.cpp:435] relu6 <- fc6_682
I1215 09:43:56.941987  2411 net.cpp:396] relu6 -> fc6_682 (in-place)
I1215 09:43:56.941996  2411 net.cpp:144] Setting up relu6
I1215 09:43:56.942000  2411 net.cpp:151] Top shape: 10 682 19 19 (2462020)
I1215 09:43:56.942003  2411 net.cpp:159] Memory required for data: 3275859400
I1215 09:43:56.942005  2411 layer_factory.hpp:77] Creating layer fc6_682_fixed
I1215 09:43:56.942011  2411 net.cpp:94] Creating Layer fc6_682_fixed
I1215 09:43:56.942013  2411 net.cpp:435] fc6_682_fixed <- fc6_682
I1215 09:43:56.942018  2411 net.cpp:396] fc6_682_fixed -> fc6_682 (in-place)
I1215 09:43:56.942056  2411 net.cpp:144] Setting up fc6_682_fixed
I1215 09:43:56.942062  2411 net.cpp:151] Top shape: 10 682 19 19 (2462020)
I1215 09:43:56.942065  2411 net.cpp:159] Memory required for data: 3285707480
I1215 09:43:56.942068  2411 layer_factory.hpp:77] Creating layer fc7_682
I1215 09:43:56.942078  2411 net.cpp:94] Creating Layer fc7_682
I1215 09:43:56.942080  2411 net.cpp:435] fc7_682 <- fc6_682
I1215 09:43:56.942085  2411 net.cpp:409] fc7_682 -> fc7_682
I1215 09:43:56.947326  2411 layer_factory.hpp:77] Creating layer fc7_682
I1215 09:43:56.952826  2411 net.cpp:144] Setting up fc7_682
I1215 09:43:56.952855  2411 net.cpp:151] Top shape: 10 1024 19 19 (3696640)
I1215 09:43:56.952858  2411 net.cpp:159] Memory required for data: 3300494040
I1215 09:43:56.952864  2411 layer_factory.hpp:77] Creating layer relu7
I1215 09:43:56.952870  2411 net.cpp:94] Creating Layer relu7
I1215 09:43:56.952872  2411 net.cpp:435] relu7 <- fc7_682
I1215 09:43:56.952877  2411 net.cpp:396] relu7 -> fc7_682 (in-place)
I1215 09:43:56.952884  2411 net.cpp:144] Setting up relu7
I1215 09:43:56.952888  2411 net.cpp:151] Top shape: 10 1024 19 19 (3696640)
I1215 09:43:56.952890  2411 net.cpp:159] Memory required for data: 3315280600
I1215 09:43:56.952893  2411 layer_factory.hpp:77] Creating layer fc7_682_fixed
I1215 09:43:56.952898  2411 net.cpp:94] Creating Layer fc7_682_fixed
I1215 09:43:56.952901  2411 net.cpp:435] fc7_682_fixed <- fc7_682
I1215 09:43:56.952905  2411 net.cpp:396] fc7_682_fixed -> fc7_682 (in-place)
I1215 09:43:56.952942  2411 net.cpp:144] Setting up fc7_682_fixed
I1215 09:43:56.952950  2411 net.cpp:151] Top shape: 10 1024 19 19 (3696640)
I1215 09:43:56.952951  2411 net.cpp:159] Memory required for data: 3330067160
I1215 09:43:56.952955  2411 layer_factory.hpp:77] Creating layer fc7_682_fc7_682_fixed_0_split
I1215 09:43:56.952961  2411 net.cpp:94] Creating Layer fc7_682_fc7_682_fixed_0_split
I1215 09:43:56.952965  2411 net.cpp:435] fc7_682_fc7_682_fixed_0_split <- fc7_682
I1215 09:43:56.952968  2411 net.cpp:409] fc7_682_fc7_682_fixed_0_split -> fc7_682_fc7_682_fixed_0_split_0
I1215 09:43:56.952975  2411 net.cpp:409] fc7_682_fc7_682_fixed_0_split -> fc7_682_fc7_682_fixed_0_split_1
I1215 09:43:56.952980  2411 net.cpp:409] fc7_682_fc7_682_fixed_0_split -> fc7_682_fc7_682_fixed_0_split_2
I1215 09:43:56.952986  2411 net.cpp:409] fc7_682_fc7_682_fixed_0_split -> fc7_682_fc7_682_fixed_0_split_3
I1215 09:43:56.953045  2411 net.cpp:144] Setting up fc7_682_fc7_682_fixed_0_split
I1215 09:43:56.953052  2411 net.cpp:151] Top shape: 10 1024 19 19 (3696640)
I1215 09:43:56.953055  2411 net.cpp:151] Top shape: 10 1024 19 19 (3696640)
I1215 09:43:56.953058  2411 net.cpp:151] Top shape: 10 1024 19 19 (3696640)
I1215 09:43:56.953061  2411 net.cpp:151] Top shape: 10 1024 19 19 (3696640)
I1215 09:43:56.953063  2411 net.cpp:159] Memory required for data: 3389213400
I1215 09:43:56.953066  2411 layer_factory.hpp:77] Creating layer conv6_1
I1215 09:43:56.953075  2411 net.cpp:94] Creating Layer conv6_1
I1215 09:43:56.953080  2411 net.cpp:435] conv6_1 <- fc7_682_fc7_682_fixed_0_split_0
I1215 09:43:56.953086  2411 net.cpp:409] conv6_1 -> conv6_1
I1215 09:43:56.955265  2411 layer_factory.hpp:77] Creating layer conv6_1
I1215 09:43:56.957613  2411 net.cpp:144] Setting up conv6_1
I1215 09:43:56.957625  2411 net.cpp:151] Top shape: 10 256 19 19 (924160)
I1215 09:43:56.957628  2411 net.cpp:159] Memory required for data: 3392910040
I1215 09:43:56.957634  2411 layer_factory.hpp:77] Creating layer conv6_1_relu
I1215 09:43:56.957639  2411 net.cpp:94] Creating Layer conv6_1_relu
I1215 09:43:56.957643  2411 net.cpp:435] conv6_1_relu <- conv6_1
I1215 09:43:56.957648  2411 net.cpp:396] conv6_1_relu -> conv6_1 (in-place)
I1215 09:43:56.957654  2411 net.cpp:144] Setting up conv6_1_relu
I1215 09:43:56.957657  2411 net.cpp:151] Top shape: 10 256 19 19 (924160)
I1215 09:43:56.957660  2411 net.cpp:159] Memory required for data: 3396606680
I1215 09:43:56.957662  2411 layer_factory.hpp:77] Creating layer conv6_1_fixed
I1215 09:43:56.957667  2411 net.cpp:94] Creating Layer conv6_1_fixed
I1215 09:43:56.957669  2411 net.cpp:435] conv6_1_fixed <- conv6_1
I1215 09:43:56.957674  2411 net.cpp:396] conv6_1_fixed -> conv6_1 (in-place)
I1215 09:43:56.957712  2411 net.cpp:144] Setting up conv6_1_fixed
I1215 09:43:56.957718  2411 net.cpp:151] Top shape: 10 256 19 19 (924160)
I1215 09:43:56.957720  2411 net.cpp:159] Memory required for data: 3400303320
I1215 09:43:56.957725  2411 layer_factory.hpp:77] Creating layer conv6_2
I1215 09:43:56.957733  2411 net.cpp:94] Creating Layer conv6_2
I1215 09:43:56.957736  2411 net.cpp:435] conv6_2 <- conv6_1
I1215 09:43:56.957741  2411 net.cpp:409] conv6_2 -> conv6_2
I1215 09:43:56.966449  2411 layer_factory.hpp:77] Creating layer conv6_2
I1215 09:43:56.975141  2411 net.cpp:144] Setting up conv6_2
I1215 09:43:56.975153  2411 net.cpp:151] Top shape: 10 512 10 10 (512000)
I1215 09:43:56.975172  2411 net.cpp:159] Memory required for data: 3402351320
I1215 09:43:56.975178  2411 layer_factory.hpp:77] Creating layer conv6_2_relu
I1215 09:43:56.975183  2411 net.cpp:94] Creating Layer conv6_2_relu
I1215 09:43:56.975186  2411 net.cpp:435] conv6_2_relu <- conv6_2
I1215 09:43:56.975191  2411 net.cpp:396] conv6_2_relu -> conv6_2 (in-place)
I1215 09:43:56.975198  2411 net.cpp:144] Setting up conv6_2_relu
I1215 09:43:56.975203  2411 net.cpp:151] Top shape: 10 512 10 10 (512000)
I1215 09:43:56.975204  2411 net.cpp:159] Memory required for data: 3404399320
I1215 09:43:56.975206  2411 layer_factory.hpp:77] Creating layer conv6_2_fixed
I1215 09:43:56.975211  2411 net.cpp:94] Creating Layer conv6_2_fixed
I1215 09:43:56.975214  2411 net.cpp:435] conv6_2_fixed <- conv6_2
I1215 09:43:56.975219  2411 net.cpp:396] conv6_2_fixed -> conv6_2 (in-place)
I1215 09:43:56.975257  2411 net.cpp:144] Setting up conv6_2_fixed
I1215 09:43:56.975263  2411 net.cpp:151] Top shape: 10 512 10 10 (512000)
I1215 09:43:56.975266  2411 net.cpp:159] Memory required for data: 3406447320
I1215 09:43:56.975270  2411 layer_factory.hpp:77] Creating layer conv6_2_conv6_2_fixed_0_split
I1215 09:43:56.975275  2411 net.cpp:94] Creating Layer conv6_2_conv6_2_fixed_0_split
I1215 09:43:56.975278  2411 net.cpp:435] conv6_2_conv6_2_fixed_0_split <- conv6_2
I1215 09:43:56.975283  2411 net.cpp:409] conv6_2_conv6_2_fixed_0_split -> conv6_2_conv6_2_fixed_0_split_0
I1215 09:43:56.975291  2411 net.cpp:409] conv6_2_conv6_2_fixed_0_split -> conv6_2_conv6_2_fixed_0_split_1
I1215 09:43:56.975296  2411 net.cpp:409] conv6_2_conv6_2_fixed_0_split -> conv6_2_conv6_2_fixed_0_split_2
I1215 09:43:56.975302  2411 net.cpp:409] conv6_2_conv6_2_fixed_0_split -> conv6_2_conv6_2_fixed_0_split_3
I1215 09:43:56.975361  2411 net.cpp:144] Setting up conv6_2_conv6_2_fixed_0_split
I1215 09:43:56.975368  2411 net.cpp:151] Top shape: 10 512 10 10 (512000)
I1215 09:43:56.975371  2411 net.cpp:151] Top shape: 10 512 10 10 (512000)
I1215 09:43:56.975374  2411 net.cpp:151] Top shape: 10 512 10 10 (512000)
I1215 09:43:56.975378  2411 net.cpp:151] Top shape: 10 512 10 10 (512000)
I1215 09:43:56.975379  2411 net.cpp:159] Memory required for data: 3414639320
I1215 09:43:56.975381  2411 layer_factory.hpp:77] Creating layer conv7_1
I1215 09:43:56.975391  2411 net.cpp:94] Creating Layer conv7_1
I1215 09:43:56.975394  2411 net.cpp:435] conv7_1 <- conv6_2_conv6_2_fixed_0_split_0
I1215 09:43:56.975400  2411 net.cpp:409] conv7_1 -> conv7_1
I1215 09:43:56.975996  2411 layer_factory.hpp:77] Creating layer conv7_1
I1215 09:43:56.976786  2411 net.cpp:144] Setting up conv7_1
I1215 09:43:56.976794  2411 net.cpp:151] Top shape: 10 128 10 10 (128000)
I1215 09:43:56.976812  2411 net.cpp:159] Memory required for data: 3415151320
I1215 09:43:56.976819  2411 layer_factory.hpp:77] Creating layer conv7_1_relu
I1215 09:43:56.976824  2411 net.cpp:94] Creating Layer conv7_1_relu
I1215 09:43:56.976826  2411 net.cpp:435] conv7_1_relu <- conv7_1
I1215 09:43:56.976831  2411 net.cpp:396] conv7_1_relu -> conv7_1 (in-place)
I1215 09:43:56.976836  2411 net.cpp:144] Setting up conv7_1_relu
I1215 09:43:56.976840  2411 net.cpp:151] Top shape: 10 128 10 10 (128000)
I1215 09:43:56.976842  2411 net.cpp:159] Memory required for data: 3415663320
I1215 09:43:56.976845  2411 layer_factory.hpp:77] Creating layer conv7_1_fixed
I1215 09:43:56.976852  2411 net.cpp:94] Creating Layer conv7_1_fixed
I1215 09:43:56.976855  2411 net.cpp:435] conv7_1_fixed <- conv7_1
I1215 09:43:56.976858  2411 net.cpp:396] conv7_1_fixed -> conv7_1 (in-place)
I1215 09:43:56.976897  2411 net.cpp:144] Setting up conv7_1_fixed
I1215 09:43:56.976902  2411 net.cpp:151] Top shape: 10 128 10 10 (128000)
I1215 09:43:56.976904  2411 net.cpp:159] Memory required for data: 3416175320
I1215 09:43:56.976908  2411 layer_factory.hpp:77] Creating layer conv7_2
I1215 09:43:56.976917  2411 net.cpp:94] Creating Layer conv7_2
I1215 09:43:56.976918  2411 net.cpp:435] conv7_2 <- conv7_1
I1215 09:43:56.976923  2411 net.cpp:409] conv7_2 -> conv7_2
I1215 09:43:56.979881  2411 layer_factory.hpp:77] Creating layer conv7_2
I1215 09:43:56.982930  2411 net.cpp:144] Setting up conv7_2
I1215 09:43:56.982942  2411 net.cpp:151] Top shape: 10 256 5 5 (64000)
I1215 09:43:56.982961  2411 net.cpp:159] Memory required for data: 3416431320
I1215 09:43:56.982967  2411 layer_factory.hpp:77] Creating layer conv7_2_relu
I1215 09:43:56.982972  2411 net.cpp:94] Creating Layer conv7_2_relu
I1215 09:43:56.982975  2411 net.cpp:435] conv7_2_relu <- conv7_2
I1215 09:43:56.982980  2411 net.cpp:396] conv7_2_relu -> conv7_2 (in-place)
I1215 09:43:56.982986  2411 net.cpp:144] Setting up conv7_2_relu
I1215 09:43:56.982990  2411 net.cpp:151] Top shape: 10 256 5 5 (64000)
I1215 09:43:56.982992  2411 net.cpp:159] Memory required for data: 3416687320
I1215 09:43:56.982995  2411 layer_factory.hpp:77] Creating layer conv7_2_fixed
I1215 09:43:56.983000  2411 net.cpp:94] Creating Layer conv7_2_fixed
I1215 09:43:56.983002  2411 net.cpp:435] conv7_2_fixed <- conv7_2
I1215 09:43:56.983006  2411 net.cpp:396] conv7_2_fixed -> conv7_2 (in-place)
I1215 09:43:56.983045  2411 net.cpp:144] Setting up conv7_2_fixed
I1215 09:43:56.983052  2411 net.cpp:151] Top shape: 10 256 5 5 (64000)
I1215 09:43:56.983054  2411 net.cpp:159] Memory required for data: 3416943320
I1215 09:43:56.983057  2411 layer_factory.hpp:77] Creating layer conv7_2_conv7_2_fixed_0_split
I1215 09:43:56.983062  2411 net.cpp:94] Creating Layer conv7_2_conv7_2_fixed_0_split
I1215 09:43:56.983065  2411 net.cpp:435] conv7_2_conv7_2_fixed_0_split <- conv7_2
I1215 09:43:56.983070  2411 net.cpp:409] conv7_2_conv7_2_fixed_0_split -> conv7_2_conv7_2_fixed_0_split_0
I1215 09:43:56.983077  2411 net.cpp:409] conv7_2_conv7_2_fixed_0_split -> conv7_2_conv7_2_fixed_0_split_1
I1215 09:43:56.983083  2411 net.cpp:409] conv7_2_conv7_2_fixed_0_split -> conv7_2_conv7_2_fixed_0_split_2
I1215 09:43:56.983088  2411 net.cpp:409] conv7_2_conv7_2_fixed_0_split -> conv7_2_conv7_2_fixed_0_split_3
I1215 09:43:56.983148  2411 net.cpp:144] Setting up conv7_2_conv7_2_fixed_0_split
I1215 09:43:56.983155  2411 net.cpp:151] Top shape: 10 256 5 5 (64000)
I1215 09:43:56.983157  2411 net.cpp:151] Top shape: 10 256 5 5 (64000)
I1215 09:43:56.983160  2411 net.cpp:151] Top shape: 10 256 5 5 (64000)
I1215 09:43:56.983163  2411 net.cpp:151] Top shape: 10 256 5 5 (64000)
I1215 09:43:56.983165  2411 net.cpp:159] Memory required for data: 3417967320
I1215 09:43:56.983170  2411 layer_factory.hpp:77] Creating layer conv8_1
I1215 09:43:56.983177  2411 net.cpp:94] Creating Layer conv8_1
I1215 09:43:56.983180  2411 net.cpp:435] conv8_1 <- conv7_2_conv7_2_fixed_0_split_0
I1215 09:43:56.983186  2411 net.cpp:409] conv8_1 -> conv8_1
I1215 09:43:56.984236  2411 layer_factory.hpp:77] Creating layer conv8_1
I1215 09:43:56.984799  2411 net.cpp:144] Setting up conv8_1
I1215 09:43:56.984807  2411 net.cpp:151] Top shape: 10 128 5 5 (32000)
I1215 09:43:56.984825  2411 net.cpp:159] Memory required for data: 3418095320
I1215 09:43:56.984832  2411 layer_factory.hpp:77] Creating layer conv8_1_relu
I1215 09:43:56.984835  2411 net.cpp:94] Creating Layer conv8_1_relu
I1215 09:43:56.984839  2411 net.cpp:435] conv8_1_relu <- conv8_1
I1215 09:43:56.984843  2411 net.cpp:396] conv8_1_relu -> conv8_1 (in-place)
I1215 09:43:56.984849  2411 net.cpp:144] Setting up conv8_1_relu
I1215 09:43:56.984853  2411 net.cpp:151] Top shape: 10 128 5 5 (32000)
I1215 09:43:56.984870  2411 net.cpp:159] Memory required for data: 3418223320
I1215 09:43:56.984872  2411 layer_factory.hpp:77] Creating layer conv8_1_fixed
I1215 09:43:56.984877  2411 net.cpp:94] Creating Layer conv8_1_fixed
I1215 09:43:56.984880  2411 net.cpp:435] conv8_1_fixed <- conv8_1
I1215 09:43:56.984884  2411 net.cpp:396] conv8_1_fixed -> conv8_1 (in-place)
I1215 09:43:56.984922  2411 net.cpp:144] Setting up conv8_1_fixed
I1215 09:43:56.984930  2411 net.cpp:151] Top shape: 10 128 5 5 (32000)
I1215 09:43:56.984931  2411 net.cpp:159] Memory required for data: 3418351320
I1215 09:43:56.984935  2411 layer_factory.hpp:77] Creating layer conv8_2
I1215 09:43:56.984943  2411 net.cpp:94] Creating Layer conv8_2
I1215 09:43:56.984947  2411 net.cpp:435] conv8_2 <- conv8_1
I1215 09:43:56.984951  2411 net.cpp:409] conv8_2 -> conv8_2
I1215 09:43:56.987740  2411 layer_factory.hpp:77] Creating layer conv8_2
I1215 09:43:56.990934  2411 net.cpp:144] Setting up conv8_2
I1215 09:43:56.990947  2411 net.cpp:151] Top shape: 10 256 3 3 (23040)
I1215 09:43:56.990964  2411 net.cpp:159] Memory required for data: 3418443480
I1215 09:43:56.990970  2411 layer_factory.hpp:77] Creating layer conv8_2_relu
I1215 09:43:56.990975  2411 net.cpp:94] Creating Layer conv8_2_relu
I1215 09:43:56.990979  2411 net.cpp:435] conv8_2_relu <- conv8_2
I1215 09:43:56.990983  2411 net.cpp:396] conv8_2_relu -> conv8_2 (in-place)
I1215 09:43:56.990990  2411 net.cpp:144] Setting up conv8_2_relu
I1215 09:43:56.990993  2411 net.cpp:151] Top shape: 10 256 3 3 (23040)
I1215 09:43:56.990996  2411 net.cpp:159] Memory required for data: 3418535640
I1215 09:43:56.990998  2411 layer_factory.hpp:77] Creating layer conv8_2_fixed
I1215 09:43:56.991003  2411 net.cpp:94] Creating Layer conv8_2_fixed
I1215 09:43:56.991006  2411 net.cpp:435] conv8_2_fixed <- conv8_2
I1215 09:43:56.991009  2411 net.cpp:396] conv8_2_fixed -> conv8_2 (in-place)
I1215 09:43:56.991050  2411 net.cpp:144] Setting up conv8_2_fixed
I1215 09:43:56.991055  2411 net.cpp:151] Top shape: 10 256 3 3 (23040)
I1215 09:43:56.991057  2411 net.cpp:159] Memory required for data: 3418627800
I1215 09:43:56.991061  2411 layer_factory.hpp:77] Creating layer conv8_2_conv8_2_fixed_0_split
I1215 09:43:56.991066  2411 net.cpp:94] Creating Layer conv8_2_conv8_2_fixed_0_split
I1215 09:43:56.991070  2411 net.cpp:435] conv8_2_conv8_2_fixed_0_split <- conv8_2
I1215 09:43:56.991075  2411 net.cpp:409] conv8_2_conv8_2_fixed_0_split -> conv8_2_conv8_2_fixed_0_split_0
I1215 09:43:56.991081  2411 net.cpp:409] conv8_2_conv8_2_fixed_0_split -> conv8_2_conv8_2_fixed_0_split_1
I1215 09:43:56.991087  2411 net.cpp:409] conv8_2_conv8_2_fixed_0_split -> conv8_2_conv8_2_fixed_0_split_2
I1215 09:43:56.991092  2411 net.cpp:409] conv8_2_conv8_2_fixed_0_split -> conv8_2_conv8_2_fixed_0_split_3
I1215 09:43:56.991155  2411 net.cpp:144] Setting up conv8_2_conv8_2_fixed_0_split
I1215 09:43:56.991161  2411 net.cpp:151] Top shape: 10 256 3 3 (23040)
I1215 09:43:56.991164  2411 net.cpp:151] Top shape: 10 256 3 3 (23040)
I1215 09:43:56.991168  2411 net.cpp:151] Top shape: 10 256 3 3 (23040)
I1215 09:43:56.991170  2411 net.cpp:151] Top shape: 10 256 3 3 (23040)
I1215 09:43:56.991173  2411 net.cpp:159] Memory required for data: 3418996440
I1215 09:43:56.991175  2411 layer_factory.hpp:77] Creating layer conv9_1
I1215 09:43:56.991184  2411 net.cpp:94] Creating Layer conv9_1
I1215 09:43:56.991187  2411 net.cpp:435] conv9_1 <- conv8_2_conv8_2_fixed_0_split_0
I1215 09:43:56.991194  2411 net.cpp:409] conv9_1 -> conv9_1
I1215 09:43:56.991554  2411 layer_factory.hpp:77] Creating layer conv9_1
I1215 09:43:56.992091  2411 net.cpp:144] Setting up conv9_1
I1215 09:43:56.992100  2411 net.cpp:151] Top shape: 10 128 3 3 (11520)
I1215 09:43:56.992102  2411 net.cpp:159] Memory required for data: 3419042520
I1215 09:43:56.992113  2411 layer_factory.hpp:77] Creating layer conv9_1_relu
I1215 09:43:56.992118  2411 net.cpp:94] Creating Layer conv9_1_relu
I1215 09:43:56.992121  2411 net.cpp:435] conv9_1_relu <- conv9_1
I1215 09:43:56.992126  2411 net.cpp:396] conv9_1_relu -> conv9_1 (in-place)
I1215 09:43:56.992131  2411 net.cpp:144] Setting up conv9_1_relu
I1215 09:43:56.992136  2411 net.cpp:151] Top shape: 10 128 3 3 (11520)
I1215 09:43:56.992137  2411 net.cpp:159] Memory required for data: 3419088600
I1215 09:43:56.992141  2411 layer_factory.hpp:77] Creating layer conv9_1_fixed
I1215 09:43:56.992144  2411 net.cpp:94] Creating Layer conv9_1_fixed
I1215 09:43:56.992147  2411 net.cpp:435] conv9_1_fixed <- conv9_1
I1215 09:43:56.992151  2411 net.cpp:396] conv9_1_fixed -> conv9_1 (in-place)
I1215 09:43:56.992189  2411 net.cpp:144] Setting up conv9_1_fixed
I1215 09:43:56.992195  2411 net.cpp:151] Top shape: 10 128 3 3 (11520)
I1215 09:43:56.992198  2411 net.cpp:159] Memory required for data: 3419134680
I1215 09:43:56.992202  2411 layer_factory.hpp:77] Creating layer conv9_2
I1215 09:43:56.992209  2411 net.cpp:94] Creating Layer conv9_2
I1215 09:43:56.992211  2411 net.cpp:435] conv9_2 <- conv9_1
I1215 09:43:56.992216  2411 net.cpp:409] conv9_2 -> conv9_2
I1215 09:43:56.995229  2411 layer_factory.hpp:77] Creating layer conv9_2
I1215 09:43:56.998235  2411 net.cpp:144] Setting up conv9_2
I1215 09:43:56.998246  2411 net.cpp:151] Top shape: 10 256 1 1 (2560)
I1215 09:43:56.998250  2411 net.cpp:159] Memory required for data: 3419144920
I1215 09:43:56.998255  2411 layer_factory.hpp:77] Creating layer conv9_2_relu
I1215 09:43:56.998275  2411 net.cpp:94] Creating Layer conv9_2_relu
I1215 09:43:56.998278  2411 net.cpp:435] conv9_2_relu <- conv9_2
I1215 09:43:56.998283  2411 net.cpp:396] conv9_2_relu -> conv9_2 (in-place)
I1215 09:43:56.998289  2411 net.cpp:144] Setting up conv9_2_relu
I1215 09:43:56.998293  2411 net.cpp:151] Top shape: 10 256 1 1 (2560)
I1215 09:43:56.998296  2411 net.cpp:159] Memory required for data: 3419155160
I1215 09:43:56.998297  2411 layer_factory.hpp:77] Creating layer conv9_2_fixed
I1215 09:43:56.998317  2411 net.cpp:94] Creating Layer conv9_2_fixed
I1215 09:43:56.998319  2411 net.cpp:435] conv9_2_fixed <- conv9_2
I1215 09:43:56.998324  2411 net.cpp:396] conv9_2_fixed -> conv9_2 (in-place)
I1215 09:43:56.998364  2411 net.cpp:144] Setting up conv9_2_fixed
I1215 09:43:56.998370  2411 net.cpp:151] Top shape: 10 256 1 1 (2560)
I1215 09:43:56.998373  2411 net.cpp:159] Memory required for data: 3419165400
I1215 09:43:56.998378  2411 layer_factory.hpp:77] Creating layer conv9_2_conv9_2_fixed_0_split
I1215 09:43:56.998383  2411 net.cpp:94] Creating Layer conv9_2_conv9_2_fixed_0_split
I1215 09:43:56.998384  2411 net.cpp:435] conv9_2_conv9_2_fixed_0_split <- conv9_2
I1215 09:43:56.998389  2411 net.cpp:409] conv9_2_conv9_2_fixed_0_split -> conv9_2_conv9_2_fixed_0_split_0
I1215 09:43:56.998396  2411 net.cpp:409] conv9_2_conv9_2_fixed_0_split -> conv9_2_conv9_2_fixed_0_split_1
I1215 09:43:56.998401  2411 net.cpp:409] conv9_2_conv9_2_fixed_0_split -> conv9_2_conv9_2_fixed_0_split_2
I1215 09:43:56.998452  2411 net.cpp:144] Setting up conv9_2_conv9_2_fixed_0_split
I1215 09:43:56.998458  2411 net.cpp:151] Top shape: 10 256 1 1 (2560)
I1215 09:43:56.998462  2411 net.cpp:151] Top shape: 10 256 1 1 (2560)
I1215 09:43:56.998466  2411 net.cpp:151] Top shape: 10 256 1 1 (2560)
I1215 09:43:56.998467  2411 net.cpp:159] Memory required for data: 3419196120
I1215 09:43:56.998471  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc
I1215 09:43:56.998479  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_loc
I1215 09:43:56.998482  2411 net.cpp:435] conv4_3_norm_mbox_loc <- conv4_3_conv4_3_fixed_0_split_1
I1215 09:43:56.998488  2411 net.cpp:409] conv4_3_norm_mbox_loc -> conv4_3_norm_mbox_loc
I1215 09:43:56.999083  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc
I1215 09:43:56.999895  2411 net.cpp:144] Setting up conv4_3_norm_mbox_loc
I1215 09:43:56.999902  2411 net.cpp:151] Top shape: 10 16 38 38 (231040)
I1215 09:43:56.999905  2411 net.cpp:159] Memory required for data: 3420120280
I1215 09:43:56.999927  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc_fixed
I1215 09:43:56.999933  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_loc_fixed
I1215 09:43:56.999934  2411 net.cpp:435] conv4_3_norm_mbox_loc_fixed <- conv4_3_norm_mbox_loc
I1215 09:43:56.999939  2411 net.cpp:396] conv4_3_norm_mbox_loc_fixed -> conv4_3_norm_mbox_loc (in-place)
I1215 09:43:56.999979  2411 net.cpp:144] Setting up conv4_3_norm_mbox_loc_fixed
I1215 09:43:56.999984  2411 net.cpp:151] Top shape: 10 16 38 38 (231040)
I1215 09:43:56.999986  2411 net.cpp:159] Memory required for data: 3421044440
I1215 09:43:56.999989  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc_perm
I1215 09:43:56.999996  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_loc_perm
I1215 09:43:57.000000  2411 net.cpp:435] conv4_3_norm_mbox_loc_perm <- conv4_3_norm_mbox_loc
I1215 09:43:57.000003  2411 net.cpp:409] conv4_3_norm_mbox_loc_perm -> conv4_3_norm_mbox_loc_perm
I1215 09:43:57.000108  2411 net.cpp:144] Setting up conv4_3_norm_mbox_loc_perm
I1215 09:43:57.000114  2411 net.cpp:151] Top shape: 10 38 38 16 (231040)
I1215 09:43:57.000118  2411 net.cpp:159] Memory required for data: 3421968600
I1215 09:43:57.000119  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc_flat
I1215 09:43:57.000125  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_loc_flat
I1215 09:43:57.000128  2411 net.cpp:435] conv4_3_norm_mbox_loc_flat <- conv4_3_norm_mbox_loc_perm
I1215 09:43:57.000133  2411 net.cpp:409] conv4_3_norm_mbox_loc_flat -> conv4_3_norm_mbox_loc_flat
I1215 09:43:57.000157  2411 net.cpp:144] Setting up conv4_3_norm_mbox_loc_flat
I1215 09:43:57.000164  2411 net.cpp:151] Top shape: 10 23104 (231040)
I1215 09:43:57.000166  2411 net.cpp:159] Memory required for data: 3422892760
I1215 09:43:57.000169  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf
I1215 09:43:57.000176  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_conf
I1215 09:43:57.000180  2411 net.cpp:435] conv4_3_norm_mbox_conf <- conv4_3_conv4_3_fixed_0_split_2
I1215 09:43:57.000185  2411 net.cpp:409] conv4_3_norm_mbox_conf -> conv4_3_norm_mbox_conf
I1215 09:43:57.003592  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf
I1215 09:43:57.007071  2411 net.cpp:144] Setting up conv4_3_norm_mbox_conf
I1215 09:43:57.007082  2411 net.cpp:151] Top shape: 10 84 38 38 (1212960)
I1215 09:43:57.007102  2411 net.cpp:159] Memory required for data: 3427744600
I1215 09:43:57.007107  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf_fixed
I1215 09:43:57.007112  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_conf_fixed
I1215 09:43:57.007115  2411 net.cpp:435] conv4_3_norm_mbox_conf_fixed <- conv4_3_norm_mbox_conf
I1215 09:43:57.007122  2411 net.cpp:396] conv4_3_norm_mbox_conf_fixed -> conv4_3_norm_mbox_conf (in-place)
I1215 09:43:57.007179  2411 net.cpp:144] Setting up conv4_3_norm_mbox_conf_fixed
I1215 09:43:57.007184  2411 net.cpp:151] Top shape: 10 84 38 38 (1212960)
I1215 09:43:57.007186  2411 net.cpp:159] Memory required for data: 3432596440
I1215 09:43:57.007190  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf_perm
I1215 09:43:57.007195  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_conf_perm
I1215 09:43:57.007199  2411 net.cpp:435] conv4_3_norm_mbox_conf_perm <- conv4_3_norm_mbox_conf
I1215 09:43:57.007203  2411 net.cpp:409] conv4_3_norm_mbox_conf_perm -> conv4_3_norm_mbox_conf_perm
I1215 09:43:57.007313  2411 net.cpp:144] Setting up conv4_3_norm_mbox_conf_perm
I1215 09:43:57.007321  2411 net.cpp:151] Top shape: 10 38 38 84 (1212960)
I1215 09:43:57.007323  2411 net.cpp:159] Memory required for data: 3437448280
I1215 09:43:57.007326  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf_flat
I1215 09:43:57.007331  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_conf_flat
I1215 09:43:57.007334  2411 net.cpp:435] conv4_3_norm_mbox_conf_flat <- conv4_3_norm_mbox_conf_perm
I1215 09:43:57.007339  2411 net.cpp:409] conv4_3_norm_mbox_conf_flat -> conv4_3_norm_mbox_conf_flat
I1215 09:43:57.007364  2411 net.cpp:144] Setting up conv4_3_norm_mbox_conf_flat
I1215 09:43:57.007371  2411 net.cpp:151] Top shape: 10 121296 (1212960)
I1215 09:43:57.007374  2411 net.cpp:159] Memory required for data: 3442300120
I1215 09:43:57.007375  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_priorbox
I1215 09:43:57.007382  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_priorbox
I1215 09:43:57.007385  2411 net.cpp:435] conv4_3_norm_mbox_priorbox <- conv4_3_conv4_3_fixed_0_split_3
I1215 09:43:57.007390  2411 net.cpp:435] conv4_3_norm_mbox_priorbox <- data_data_fixed_0_split_1
I1215 09:43:57.007395  2411 net.cpp:409] conv4_3_norm_mbox_priorbox -> conv4_3_norm_mbox_priorbox
I1215 09:43:57.007423  2411 net.cpp:144] Setting up conv4_3_norm_mbox_priorbox
I1215 09:43:57.007429  2411 net.cpp:151] Top shape: 1 2 23104 (46208)
I1215 09:43:57.007431  2411 net.cpp:159] Memory required for data: 3442484952
I1215 09:43:57.007434  2411 layer_factory.hpp:77] Creating layer fc7_mbox_loc
I1215 09:43:57.007442  2411 net.cpp:94] Creating Layer fc7_mbox_loc
I1215 09:43:57.007447  2411 net.cpp:435] fc7_mbox_loc <- fc7_682_fc7_682_fixed_0_split_1
I1215 09:43:57.007452  2411 net.cpp:409] fc7_mbox_loc -> fc7_mbox_loc
I1215 09:43:57.008760  2411 layer_factory.hpp:77] Creating layer fc7_mbox_loc
I1215 09:43:57.010231  2411 net.cpp:144] Setting up fc7_mbox_loc
I1215 09:43:57.010238  2411 net.cpp:151] Top shape: 10 24 19 19 (86640)
I1215 09:43:57.010241  2411 net.cpp:159] Memory required for data: 3442831512
I1215 09:43:57.010262  2411 layer_factory.hpp:77] Creating layer fc7_mbox_loc_fixed
I1215 09:43:57.010267  2411 net.cpp:94] Creating Layer fc7_mbox_loc_fixed
I1215 09:43:57.010270  2411 net.cpp:435] fc7_mbox_loc_fixed <- fc7_mbox_loc
I1215 09:43:57.010274  2411 net.cpp:396] fc7_mbox_loc_fixed -> fc7_mbox_loc (in-place)
I1215 09:43:57.010329  2411 net.cpp:144] Setting up fc7_mbox_loc_fixed
I1215 09:43:57.010334  2411 net.cpp:151] Top shape: 10 24 19 19 (86640)
I1215 09:43:57.010337  2411 net.cpp:159] Memory required for data: 3443178072
I1215 09:43:57.010340  2411 layer_factory.hpp:77] Creating layer fc7_mbox_loc_perm
I1215 09:43:57.010345  2411 net.cpp:94] Creating Layer fc7_mbox_loc_perm
I1215 09:43:57.010349  2411 net.cpp:435] fc7_mbox_loc_perm <- fc7_mbox_loc
I1215 09:43:57.010354  2411 net.cpp:409] fc7_mbox_loc_perm -> fc7_mbox_loc_perm
I1215 09:43:57.010455  2411 net.cpp:144] Setting up fc7_mbox_loc_perm
I1215 09:43:57.010462  2411 net.cpp:151] Top shape: 10 19 19 24 (86640)
I1215 09:43:57.010464  2411 net.cpp:159] Memory required for data: 3443524632
I1215 09:43:57.010468  2411 layer_factory.hpp:77] Creating layer fc7_mbox_loc_flat
I1215 09:43:57.010471  2411 net.cpp:94] Creating Layer fc7_mbox_loc_flat
I1215 09:43:57.010474  2411 net.cpp:435] fc7_mbox_loc_flat <- fc7_mbox_loc_perm
I1215 09:43:57.010479  2411 net.cpp:409] fc7_mbox_loc_flat -> fc7_mbox_loc_flat
I1215 09:43:57.010504  2411 net.cpp:144] Setting up fc7_mbox_loc_flat
I1215 09:43:57.010511  2411 net.cpp:151] Top shape: 10 8664 (86640)
I1215 09:43:57.010514  2411 net.cpp:159] Memory required for data: 3443871192
I1215 09:43:57.010517  2411 layer_factory.hpp:77] Creating layer fc7_mbox_conf
I1215 09:43:57.010525  2411 net.cpp:94] Creating Layer fc7_mbox_conf
I1215 09:43:57.010529  2411 net.cpp:435] fc7_mbox_conf <- fc7_682_fc7_682_fixed_0_split_2
I1215 09:43:57.010535  2411 net.cpp:409] fc7_mbox_conf -> fc7_mbox_conf
I1215 09:43:57.018716  2411 layer_factory.hpp:77] Creating layer fc7_mbox_conf
I1215 09:43:57.027221  2411 net.cpp:144] Setting up fc7_mbox_conf
I1215 09:43:57.027235  2411 net.cpp:151] Top shape: 10 126 19 19 (454860)
I1215 09:43:57.027237  2411 net.cpp:159] Memory required for data: 3445690632
I1215 09:43:57.027243  2411 layer_factory.hpp:77] Creating layer fc7_mbox_conf_fixed
I1215 09:43:57.027251  2411 net.cpp:94] Creating Layer fc7_mbox_conf_fixed
I1215 09:43:57.027253  2411 net.cpp:435] fc7_mbox_conf_fixed <- fc7_mbox_conf
I1215 09:43:57.027258  2411 net.cpp:396] fc7_mbox_conf_fixed -> fc7_mbox_conf (in-place)
I1215 09:43:57.027302  2411 net.cpp:144] Setting up fc7_mbox_conf_fixed
I1215 09:43:57.027308  2411 net.cpp:151] Top shape: 10 126 19 19 (454860)
I1215 09:43:57.027312  2411 net.cpp:159] Memory required for data: 3447510072
I1215 09:43:57.027314  2411 layer_factory.hpp:77] Creating layer fc7_mbox_conf_perm
I1215 09:43:57.027320  2411 net.cpp:94] Creating Layer fc7_mbox_conf_perm
I1215 09:43:57.027323  2411 net.cpp:435] fc7_mbox_conf_perm <- fc7_mbox_conf
I1215 09:43:57.027328  2411 net.cpp:409] fc7_mbox_conf_perm -> fc7_mbox_conf_perm
I1215 09:43:57.027436  2411 net.cpp:144] Setting up fc7_mbox_conf_perm
I1215 09:43:57.027441  2411 net.cpp:151] Top shape: 10 19 19 126 (454860)
I1215 09:43:57.027444  2411 net.cpp:159] Memory required for data: 3449329512
I1215 09:43:57.027446  2411 layer_factory.hpp:77] Creating layer fc7_mbox_conf_flat
I1215 09:43:57.027452  2411 net.cpp:94] Creating Layer fc7_mbox_conf_flat
I1215 09:43:57.027456  2411 net.cpp:435] fc7_mbox_conf_flat <- fc7_mbox_conf_perm
I1215 09:43:57.027460  2411 net.cpp:409] fc7_mbox_conf_flat -> fc7_mbox_conf_flat
I1215 09:43:57.027485  2411 net.cpp:144] Setting up fc7_mbox_conf_flat
I1215 09:43:57.027489  2411 net.cpp:151] Top shape: 10 45486 (454860)
I1215 09:43:57.027493  2411 net.cpp:159] Memory required for data: 3451148952
I1215 09:43:57.027494  2411 layer_factory.hpp:77] Creating layer fc7_mbox_priorbox
I1215 09:43:57.027501  2411 net.cpp:94] Creating Layer fc7_mbox_priorbox
I1215 09:43:57.027505  2411 net.cpp:435] fc7_mbox_priorbox <- fc7_682_fc7_682_fixed_0_split_3
I1215 09:43:57.027509  2411 net.cpp:435] fc7_mbox_priorbox <- data_data_fixed_0_split_2
I1215 09:43:57.027515  2411 net.cpp:409] fc7_mbox_priorbox -> fc7_mbox_priorbox
I1215 09:43:57.027542  2411 net.cpp:144] Setting up fc7_mbox_priorbox
I1215 09:43:57.027547  2411 net.cpp:151] Top shape: 1 2 8664 (17328)
I1215 09:43:57.027549  2411 net.cpp:159] Memory required for data: 3451218264
I1215 09:43:57.027552  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc
I1215 09:43:57.027560  2411 net.cpp:94] Creating Layer conv6_2_mbox_loc
I1215 09:43:57.027565  2411 net.cpp:435] conv6_2_mbox_loc <- conv6_2_conv6_2_fixed_0_split_1
I1215 09:43:57.027570  2411 net.cpp:409] conv6_2_mbox_loc -> conv6_2_mbox_loc
I1215 09:43:57.028365  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc
I1215 09:43:57.029330  2411 net.cpp:144] Setting up conv6_2_mbox_loc
I1215 09:43:57.029338  2411 net.cpp:151] Top shape: 10 24 10 10 (24000)
I1215 09:43:57.029340  2411 net.cpp:159] Memory required for data: 3451314264
I1215 09:43:57.029346  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc_fixed
I1215 09:43:57.029351  2411 net.cpp:94] Creating Layer conv6_2_mbox_loc_fixed
I1215 09:43:57.029355  2411 net.cpp:435] conv6_2_mbox_loc_fixed <- conv6_2_mbox_loc
I1215 09:43:57.029373  2411 net.cpp:396] conv6_2_mbox_loc_fixed -> conv6_2_mbox_loc (in-place)
I1215 09:43:57.029415  2411 net.cpp:144] Setting up conv6_2_mbox_loc_fixed
I1215 09:43:57.029422  2411 net.cpp:151] Top shape: 10 24 10 10 (24000)
I1215 09:43:57.029424  2411 net.cpp:159] Memory required for data: 3451410264
I1215 09:43:57.029428  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc_perm
I1215 09:43:57.029433  2411 net.cpp:94] Creating Layer conv6_2_mbox_loc_perm
I1215 09:43:57.029436  2411 net.cpp:435] conv6_2_mbox_loc_perm <- conv6_2_mbox_loc
I1215 09:43:57.029440  2411 net.cpp:409] conv6_2_mbox_loc_perm -> conv6_2_mbox_loc_perm
I1215 09:43:57.029546  2411 net.cpp:144] Setting up conv6_2_mbox_loc_perm
I1215 09:43:57.029552  2411 net.cpp:151] Top shape: 10 10 10 24 (24000)
I1215 09:43:57.029556  2411 net.cpp:159] Memory required for data: 3451506264
I1215 09:43:57.029557  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc_flat
I1215 09:43:57.029562  2411 net.cpp:94] Creating Layer conv6_2_mbox_loc_flat
I1215 09:43:57.029565  2411 net.cpp:435] conv6_2_mbox_loc_flat <- conv6_2_mbox_loc_perm
I1215 09:43:57.029570  2411 net.cpp:409] conv6_2_mbox_loc_flat -> conv6_2_mbox_loc_flat
I1215 09:43:57.029595  2411 net.cpp:144] Setting up conv6_2_mbox_loc_flat
I1215 09:43:57.029601  2411 net.cpp:151] Top shape: 10 2400 (24000)
I1215 09:43:57.029603  2411 net.cpp:159] Memory required for data: 3451602264
I1215 09:43:57.029606  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf
I1215 09:43:57.029614  2411 net.cpp:94] Creating Layer conv6_2_mbox_conf
I1215 09:43:57.029618  2411 net.cpp:435] conv6_2_mbox_conf <- conv6_2_conv6_2_fixed_0_split_2
I1215 09:43:57.029623  2411 net.cpp:409] conv6_2_mbox_conf -> conv6_2_mbox_conf
I1215 09:43:57.034122  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf
I1215 09:43:57.038885  2411 net.cpp:144] Setting up conv6_2_mbox_conf
I1215 09:43:57.038897  2411 net.cpp:151] Top shape: 10 126 10 10 (126000)
I1215 09:43:57.038900  2411 net.cpp:159] Memory required for data: 3452106264
I1215 09:43:57.038906  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf_fixed
I1215 09:43:57.038928  2411 net.cpp:94] Creating Layer conv6_2_mbox_conf_fixed
I1215 09:43:57.038931  2411 net.cpp:435] conv6_2_mbox_conf_fixed <- conv6_2_mbox_conf
I1215 09:43:57.038936  2411 net.cpp:396] conv6_2_mbox_conf_fixed -> conv6_2_mbox_conf (in-place)
I1215 09:43:57.038981  2411 net.cpp:144] Setting up conv6_2_mbox_conf_fixed
I1215 09:43:57.038987  2411 net.cpp:151] Top shape: 10 126 10 10 (126000)
I1215 09:43:57.038990  2411 net.cpp:159] Memory required for data: 3452610264
I1215 09:43:57.038995  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf_perm
I1215 09:43:57.039000  2411 net.cpp:94] Creating Layer conv6_2_mbox_conf_perm
I1215 09:43:57.039002  2411 net.cpp:435] conv6_2_mbox_conf_perm <- conv6_2_mbox_conf
I1215 09:43:57.039007  2411 net.cpp:409] conv6_2_mbox_conf_perm -> conv6_2_mbox_conf_perm
I1215 09:43:57.039116  2411 net.cpp:144] Setting up conv6_2_mbox_conf_perm
I1215 09:43:57.039122  2411 net.cpp:151] Top shape: 10 10 10 126 (126000)
I1215 09:43:57.039125  2411 net.cpp:159] Memory required for data: 3453114264
I1215 09:43:57.039127  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf_flat
I1215 09:43:57.039132  2411 net.cpp:94] Creating Layer conv6_2_mbox_conf_flat
I1215 09:43:57.039136  2411 net.cpp:435] conv6_2_mbox_conf_flat <- conv6_2_mbox_conf_perm
I1215 09:43:57.039140  2411 net.cpp:409] conv6_2_mbox_conf_flat -> conv6_2_mbox_conf_flat
I1215 09:43:57.039166  2411 net.cpp:144] Setting up conv6_2_mbox_conf_flat
I1215 09:43:57.039172  2411 net.cpp:151] Top shape: 10 12600 (126000)
I1215 09:43:57.039175  2411 net.cpp:159] Memory required for data: 3453618264
I1215 09:43:57.039177  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_priorbox
I1215 09:43:57.039183  2411 net.cpp:94] Creating Layer conv6_2_mbox_priorbox
I1215 09:43:57.039187  2411 net.cpp:435] conv6_2_mbox_priorbox <- conv6_2_conv6_2_fixed_0_split_3
I1215 09:43:57.039191  2411 net.cpp:435] conv6_2_mbox_priorbox <- data_data_fixed_0_split_3
I1215 09:43:57.039196  2411 net.cpp:409] conv6_2_mbox_priorbox -> conv6_2_mbox_priorbox
I1215 09:43:57.039224  2411 net.cpp:144] Setting up conv6_2_mbox_priorbox
I1215 09:43:57.039230  2411 net.cpp:151] Top shape: 1 2 2400 (4800)
I1215 09:43:57.039232  2411 net.cpp:159] Memory required for data: 3453637464
I1215 09:43:57.039235  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc
I1215 09:43:57.039244  2411 net.cpp:94] Creating Layer conv7_2_mbox_loc
I1215 09:43:57.039248  2411 net.cpp:435] conv7_2_mbox_loc <- conv7_2_conv7_2_fixed_0_split_1
I1215 09:43:57.039254  2411 net.cpp:409] conv7_2_mbox_loc -> conv7_2_mbox_loc
I1215 09:43:57.039783  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc
I1215 09:43:57.040460  2411 net.cpp:144] Setting up conv7_2_mbox_loc
I1215 09:43:57.040468  2411 net.cpp:151] Top shape: 10 24 5 5 (6000)
I1215 09:43:57.040485  2411 net.cpp:159] Memory required for data: 3453661464
I1215 09:43:57.040491  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc_fixed
I1215 09:43:57.040496  2411 net.cpp:94] Creating Layer conv7_2_mbox_loc_fixed
I1215 09:43:57.040499  2411 net.cpp:435] conv7_2_mbox_loc_fixed <- conv7_2_mbox_loc
I1215 09:43:57.040504  2411 net.cpp:396] conv7_2_mbox_loc_fixed -> conv7_2_mbox_loc (in-place)
I1215 09:43:57.040546  2411 net.cpp:144] Setting up conv7_2_mbox_loc_fixed
I1215 09:43:57.040551  2411 net.cpp:151] Top shape: 10 24 5 5 (6000)
I1215 09:43:57.040554  2411 net.cpp:159] Memory required for data: 3453685464
I1215 09:43:57.040557  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc_perm
I1215 09:43:57.040562  2411 net.cpp:94] Creating Layer conv7_2_mbox_loc_perm
I1215 09:43:57.040565  2411 net.cpp:435] conv7_2_mbox_loc_perm <- conv7_2_mbox_loc
I1215 09:43:57.040570  2411 net.cpp:409] conv7_2_mbox_loc_perm -> conv7_2_mbox_loc_perm
I1215 09:43:57.040678  2411 net.cpp:144] Setting up conv7_2_mbox_loc_perm
I1215 09:43:57.040684  2411 net.cpp:151] Top shape: 10 5 5 24 (6000)
I1215 09:43:57.040688  2411 net.cpp:159] Memory required for data: 3453709464
I1215 09:43:57.040690  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc_flat
I1215 09:43:57.040695  2411 net.cpp:94] Creating Layer conv7_2_mbox_loc_flat
I1215 09:43:57.040699  2411 net.cpp:435] conv7_2_mbox_loc_flat <- conv7_2_mbox_loc_perm
I1215 09:43:57.040702  2411 net.cpp:409] conv7_2_mbox_loc_flat -> conv7_2_mbox_loc_flat
I1215 09:43:57.040729  2411 net.cpp:144] Setting up conv7_2_mbox_loc_flat
I1215 09:43:57.040735  2411 net.cpp:151] Top shape: 10 600 (6000)
I1215 09:43:57.040736  2411 net.cpp:159] Memory required for data: 3453733464
I1215 09:43:57.040740  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf
I1215 09:43:57.040747  2411 net.cpp:94] Creating Layer conv7_2_mbox_conf
I1215 09:43:57.040750  2411 net.cpp:435] conv7_2_mbox_conf <- conv7_2_conv7_2_fixed_0_split_2
I1215 09:43:57.040756  2411 net.cpp:409] conv7_2_mbox_conf -> conv7_2_mbox_conf
I1215 09:43:57.043714  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf
I1215 09:43:57.046859  2411 net.cpp:144] Setting up conv7_2_mbox_conf
I1215 09:43:57.046871  2411 net.cpp:151] Top shape: 10 126 5 5 (31500)
I1215 09:43:57.046890  2411 net.cpp:159] Memory required for data: 3453859464
I1215 09:43:57.046895  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf_fixed
I1215 09:43:57.046901  2411 net.cpp:94] Creating Layer conv7_2_mbox_conf_fixed
I1215 09:43:57.046905  2411 net.cpp:435] conv7_2_mbox_conf_fixed <- conv7_2_mbox_conf
I1215 09:43:57.046911  2411 net.cpp:396] conv7_2_mbox_conf_fixed -> conv7_2_mbox_conf (in-place)
I1215 09:43:57.046954  2411 net.cpp:144] Setting up conv7_2_mbox_conf_fixed
I1215 09:43:57.046960  2411 net.cpp:151] Top shape: 10 126 5 5 (31500)
I1215 09:43:57.046963  2411 net.cpp:159] Memory required for data: 3453985464
I1215 09:43:57.046967  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf_perm
I1215 09:43:57.046972  2411 net.cpp:94] Creating Layer conv7_2_mbox_conf_perm
I1215 09:43:57.046977  2411 net.cpp:435] conv7_2_mbox_conf_perm <- conv7_2_mbox_conf
I1215 09:43:57.046981  2411 net.cpp:409] conv7_2_mbox_conf_perm -> conv7_2_mbox_conf_perm
I1215 09:43:57.047091  2411 net.cpp:144] Setting up conv7_2_mbox_conf_perm
I1215 09:43:57.047097  2411 net.cpp:151] Top shape: 10 5 5 126 (31500)
I1215 09:43:57.047101  2411 net.cpp:159] Memory required for data: 3454111464
I1215 09:43:57.047102  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf_flat
I1215 09:43:57.047107  2411 net.cpp:94] Creating Layer conv7_2_mbox_conf_flat
I1215 09:43:57.047111  2411 net.cpp:435] conv7_2_mbox_conf_flat <- conv7_2_mbox_conf_perm
I1215 09:43:57.047116  2411 net.cpp:409] conv7_2_mbox_conf_flat -> conv7_2_mbox_conf_flat
I1215 09:43:57.047142  2411 net.cpp:144] Setting up conv7_2_mbox_conf_flat
I1215 09:43:57.047148  2411 net.cpp:151] Top shape: 10 3150 (31500)
I1215 09:43:57.047150  2411 net.cpp:159] Memory required for data: 3454237464
I1215 09:43:57.047153  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_priorbox
I1215 09:43:57.047158  2411 net.cpp:94] Creating Layer conv7_2_mbox_priorbox
I1215 09:43:57.047161  2411 net.cpp:435] conv7_2_mbox_priorbox <- conv7_2_conv7_2_fixed_0_split_3
I1215 09:43:57.047165  2411 net.cpp:435] conv7_2_mbox_priorbox <- data_data_fixed_0_split_4
I1215 09:43:57.047171  2411 net.cpp:409] conv7_2_mbox_priorbox -> conv7_2_mbox_priorbox
I1215 09:43:57.047200  2411 net.cpp:144] Setting up conv7_2_mbox_priorbox
I1215 09:43:57.047206  2411 net.cpp:151] Top shape: 1 2 600 (1200)
I1215 09:43:57.047209  2411 net.cpp:159] Memory required for data: 3454242264
I1215 09:43:57.047210  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc
I1215 09:43:57.047220  2411 net.cpp:94] Creating Layer conv8_2_mbox_loc
I1215 09:43:57.047224  2411 net.cpp:435] conv8_2_mbox_loc <- conv8_2_conv8_2_fixed_0_split_1
I1215 09:43:57.047228  2411 net.cpp:409] conv8_2_mbox_loc -> conv8_2_mbox_loc
I1215 09:43:57.048334  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc
I1215 09:43:57.048950  2411 net.cpp:144] Setting up conv8_2_mbox_loc
I1215 09:43:57.048959  2411 net.cpp:151] Top shape: 10 16 3 3 (1440)
I1215 09:43:57.048977  2411 net.cpp:159] Memory required for data: 3454248024
I1215 09:43:57.048983  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc_fixed
I1215 09:43:57.048990  2411 net.cpp:94] Creating Layer conv8_2_mbox_loc_fixed
I1215 09:43:57.048992  2411 net.cpp:435] conv8_2_mbox_loc_fixed <- conv8_2_mbox_loc
I1215 09:43:57.048997  2411 net.cpp:396] conv8_2_mbox_loc_fixed -> conv8_2_mbox_loc (in-place)
I1215 09:43:57.049041  2411 net.cpp:144] Setting up conv8_2_mbox_loc_fixed
I1215 09:43:57.049046  2411 net.cpp:151] Top shape: 10 16 3 3 (1440)
I1215 09:43:57.049048  2411 net.cpp:159] Memory required for data: 3454253784
I1215 09:43:57.049052  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc_perm
I1215 09:43:57.049057  2411 net.cpp:94] Creating Layer conv8_2_mbox_loc_perm
I1215 09:43:57.049060  2411 net.cpp:435] conv8_2_mbox_loc_perm <- conv8_2_mbox_loc
I1215 09:43:57.049064  2411 net.cpp:409] conv8_2_mbox_loc_perm -> conv8_2_mbox_loc_perm
I1215 09:43:57.049175  2411 net.cpp:144] Setting up conv8_2_mbox_loc_perm
I1215 09:43:57.049182  2411 net.cpp:151] Top shape: 10 3 3 16 (1440)
I1215 09:43:57.049185  2411 net.cpp:159] Memory required for data: 3454259544
I1215 09:43:57.049187  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc_flat
I1215 09:43:57.049192  2411 net.cpp:94] Creating Layer conv8_2_mbox_loc_flat
I1215 09:43:57.049196  2411 net.cpp:435] conv8_2_mbox_loc_flat <- conv8_2_mbox_loc_perm
I1215 09:43:57.049201  2411 net.cpp:409] conv8_2_mbox_loc_flat -> conv8_2_mbox_loc_flat
I1215 09:43:57.049226  2411 net.cpp:144] Setting up conv8_2_mbox_loc_flat
I1215 09:43:57.049232  2411 net.cpp:151] Top shape: 10 144 (1440)
I1215 09:43:57.049234  2411 net.cpp:159] Memory required for data: 3454265304
I1215 09:43:57.049237  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf
I1215 09:43:57.049245  2411 net.cpp:94] Creating Layer conv8_2_mbox_conf
I1215 09:43:57.049248  2411 net.cpp:435] conv8_2_mbox_conf <- conv8_2_conv8_2_fixed_0_split_2
I1215 09:43:57.049254  2411 net.cpp:409] conv8_2_mbox_conf -> conv8_2_mbox_conf
I1215 09:43:57.050449  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf
I1215 09:43:57.051854  2411 net.cpp:144] Setting up conv8_2_mbox_conf
I1215 09:43:57.051862  2411 net.cpp:151] Top shape: 10 84 3 3 (7560)
I1215 09:43:57.051865  2411 net.cpp:159] Memory required for data: 3454295544
I1215 09:43:57.051870  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf_fixed
I1215 09:43:57.051875  2411 net.cpp:94] Creating Layer conv8_2_mbox_conf_fixed
I1215 09:43:57.051879  2411 net.cpp:435] conv8_2_mbox_conf_fixed <- conv8_2_mbox_conf
I1215 09:43:57.051884  2411 net.cpp:396] conv8_2_mbox_conf_fixed -> conv8_2_mbox_conf (in-place)
I1215 09:43:57.051926  2411 net.cpp:144] Setting up conv8_2_mbox_conf_fixed
I1215 09:43:57.051931  2411 net.cpp:151] Top shape: 10 84 3 3 (7560)
I1215 09:43:57.051934  2411 net.cpp:159] Memory required for data: 3454325784
I1215 09:43:57.051939  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf_perm
I1215 09:43:57.051944  2411 net.cpp:94] Creating Layer conv8_2_mbox_conf_perm
I1215 09:43:57.051946  2411 net.cpp:435] conv8_2_mbox_conf_perm <- conv8_2_mbox_conf
I1215 09:43:57.051950  2411 net.cpp:409] conv8_2_mbox_conf_perm -> conv8_2_mbox_conf_perm
I1215 09:43:57.052058  2411 net.cpp:144] Setting up conv8_2_mbox_conf_perm
I1215 09:43:57.052065  2411 net.cpp:151] Top shape: 10 3 3 84 (7560)
I1215 09:43:57.052067  2411 net.cpp:159] Memory required for data: 3454356024
I1215 09:43:57.052070  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf_flat
I1215 09:43:57.052075  2411 net.cpp:94] Creating Layer conv8_2_mbox_conf_flat
I1215 09:43:57.052078  2411 net.cpp:435] conv8_2_mbox_conf_flat <- conv8_2_mbox_conf_perm
I1215 09:43:57.052083  2411 net.cpp:409] conv8_2_mbox_conf_flat -> conv8_2_mbox_conf_flat
I1215 09:43:57.052109  2411 net.cpp:144] Setting up conv8_2_mbox_conf_flat
I1215 09:43:57.052116  2411 net.cpp:151] Top shape: 10 756 (7560)
I1215 09:43:57.052119  2411 net.cpp:159] Memory required for data: 3454386264
I1215 09:43:57.052120  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_priorbox
I1215 09:43:57.052126  2411 net.cpp:94] Creating Layer conv8_2_mbox_priorbox
I1215 09:43:57.052129  2411 net.cpp:435] conv8_2_mbox_priorbox <- conv8_2_conv8_2_fixed_0_split_3
I1215 09:43:57.052134  2411 net.cpp:435] conv8_2_mbox_priorbox <- data_data_fixed_0_split_5
I1215 09:43:57.052139  2411 net.cpp:409] conv8_2_mbox_priorbox -> conv8_2_mbox_priorbox
I1215 09:43:57.052166  2411 net.cpp:144] Setting up conv8_2_mbox_priorbox
I1215 09:43:57.052173  2411 net.cpp:151] Top shape: 1 2 144 (288)
I1215 09:43:57.052175  2411 net.cpp:159] Memory required for data: 3454387416
I1215 09:43:57.052177  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc
I1215 09:43:57.052189  2411 net.cpp:94] Creating Layer conv9_2_mbox_loc
I1215 09:43:57.052193  2411 net.cpp:435] conv9_2_mbox_loc <- conv9_2_conv9_2_fixed_0_split_0
I1215 09:43:57.052199  2411 net.cpp:409] conv9_2_mbox_loc -> conv9_2_mbox_loc
I1215 09:43:57.052615  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc
I1215 09:43:57.053205  2411 net.cpp:144] Setting up conv9_2_mbox_loc
I1215 09:43:57.053212  2411 net.cpp:151] Top shape: 10 16 1 1 (160)
I1215 09:43:57.053231  2411 net.cpp:159] Memory required for data: 3454388056
I1215 09:43:57.053236  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc_fixed
I1215 09:43:57.053241  2411 net.cpp:94] Creating Layer conv9_2_mbox_loc_fixed
I1215 09:43:57.053244  2411 net.cpp:435] conv9_2_mbox_loc_fixed <- conv9_2_mbox_loc
I1215 09:43:57.053249  2411 net.cpp:396] conv9_2_mbox_loc_fixed -> conv9_2_mbox_loc (in-place)
I1215 09:43:57.053289  2411 net.cpp:144] Setting up conv9_2_mbox_loc_fixed
I1215 09:43:57.053293  2411 net.cpp:151] Top shape: 10 16 1 1 (160)
I1215 09:43:57.053297  2411 net.cpp:159] Memory required for data: 3454388696
I1215 09:43:57.053300  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc_perm
I1215 09:43:57.053306  2411 net.cpp:94] Creating Layer conv9_2_mbox_loc_perm
I1215 09:43:57.053308  2411 net.cpp:435] conv9_2_mbox_loc_perm <- conv9_2_mbox_loc
I1215 09:43:57.053313  2411 net.cpp:409] conv9_2_mbox_loc_perm -> conv9_2_mbox_loc_perm
I1215 09:43:57.053421  2411 net.cpp:144] Setting up conv9_2_mbox_loc_perm
I1215 09:43:57.053427  2411 net.cpp:151] Top shape: 10 1 1 16 (160)
I1215 09:43:57.053431  2411 net.cpp:159] Memory required for data: 3454389336
I1215 09:43:57.053432  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc_flat
I1215 09:43:57.053437  2411 net.cpp:94] Creating Layer conv9_2_mbox_loc_flat
I1215 09:43:57.053442  2411 net.cpp:435] conv9_2_mbox_loc_flat <- conv9_2_mbox_loc_perm
I1215 09:43:57.053445  2411 net.cpp:409] conv9_2_mbox_loc_flat -> conv9_2_mbox_loc_flat
I1215 09:43:57.053472  2411 net.cpp:144] Setting up conv9_2_mbox_loc_flat
I1215 09:43:57.053478  2411 net.cpp:151] Top shape: 10 16 (160)
I1215 09:43:57.053479  2411 net.cpp:159] Memory required for data: 3454389976
I1215 09:43:57.053483  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf
I1215 09:43:57.053490  2411 net.cpp:94] Creating Layer conv9_2_mbox_conf
I1215 09:43:57.053493  2411 net.cpp:435] conv9_2_mbox_conf <- conv9_2_conv9_2_fixed_0_split_1
I1215 09:43:57.053498  2411 net.cpp:409] conv9_2_mbox_conf -> conv9_2_mbox_conf
I1215 09:43:57.054720  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf
I1215 09:43:57.056123  2411 net.cpp:144] Setting up conv9_2_mbox_conf
I1215 09:43:57.056131  2411 net.cpp:151] Top shape: 10 84 1 1 (840)
I1215 09:43:57.056149  2411 net.cpp:159] Memory required for data: 3454393336
I1215 09:43:57.056154  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf_fixed
I1215 09:43:57.056159  2411 net.cpp:94] Creating Layer conv9_2_mbox_conf_fixed
I1215 09:43:57.056162  2411 net.cpp:435] conv9_2_mbox_conf_fixed <- conv9_2_mbox_conf
I1215 09:43:57.056167  2411 net.cpp:396] conv9_2_mbox_conf_fixed -> conv9_2_mbox_conf (in-place)
I1215 09:43:57.056207  2411 net.cpp:144] Setting up conv9_2_mbox_conf_fixed
I1215 09:43:57.056212  2411 net.cpp:151] Top shape: 10 84 1 1 (840)
I1215 09:43:57.056215  2411 net.cpp:159] Memory required for data: 3454396696
I1215 09:43:57.056217  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf_perm
I1215 09:43:57.056223  2411 net.cpp:94] Creating Layer conv9_2_mbox_conf_perm
I1215 09:43:57.056226  2411 net.cpp:435] conv9_2_mbox_conf_perm <- conv9_2_mbox_conf
I1215 09:43:57.056231  2411 net.cpp:409] conv9_2_mbox_conf_perm -> conv9_2_mbox_conf_perm
I1215 09:43:57.056337  2411 net.cpp:144] Setting up conv9_2_mbox_conf_perm
I1215 09:43:57.056344  2411 net.cpp:151] Top shape: 10 1 1 84 (840)
I1215 09:43:57.056346  2411 net.cpp:159] Memory required for data: 3454400056
I1215 09:43:57.056349  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf_flat
I1215 09:43:57.056354  2411 net.cpp:94] Creating Layer conv9_2_mbox_conf_flat
I1215 09:43:57.056357  2411 net.cpp:435] conv9_2_mbox_conf_flat <- conv9_2_mbox_conf_perm
I1215 09:43:57.056362  2411 net.cpp:409] conv9_2_mbox_conf_flat -> conv9_2_mbox_conf_flat
I1215 09:43:57.056387  2411 net.cpp:144] Setting up conv9_2_mbox_conf_flat
I1215 09:43:57.056393  2411 net.cpp:151] Top shape: 10 84 (840)
I1215 09:43:57.056396  2411 net.cpp:159] Memory required for data: 3454403416
I1215 09:43:57.056398  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_priorbox
I1215 09:43:57.056406  2411 net.cpp:94] Creating Layer conv9_2_mbox_priorbox
I1215 09:43:57.056409  2411 net.cpp:435] conv9_2_mbox_priorbox <- conv9_2_conv9_2_fixed_0_split_2
I1215 09:43:57.056413  2411 net.cpp:435] conv9_2_mbox_priorbox <- data_data_fixed_0_split_6
I1215 09:43:57.056418  2411 net.cpp:409] conv9_2_mbox_priorbox -> conv9_2_mbox_priorbox
I1215 09:43:57.056447  2411 net.cpp:144] Setting up conv9_2_mbox_priorbox
I1215 09:43:57.056452  2411 net.cpp:151] Top shape: 1 2 16 (32)
I1215 09:43:57.056454  2411 net.cpp:159] Memory required for data: 3454403544
I1215 09:43:57.056457  2411 layer_factory.hpp:77] Creating layer mbox_loc
I1215 09:43:57.056464  2411 net.cpp:94] Creating Layer mbox_loc
I1215 09:43:57.056468  2411 net.cpp:435] mbox_loc <- conv4_3_norm_mbox_loc_flat
I1215 09:43:57.056471  2411 net.cpp:435] mbox_loc <- fc7_mbox_loc_flat
I1215 09:43:57.056476  2411 net.cpp:435] mbox_loc <- conv6_2_mbox_loc_flat
I1215 09:43:57.056479  2411 net.cpp:435] mbox_loc <- conv7_2_mbox_loc_flat
I1215 09:43:57.056483  2411 net.cpp:435] mbox_loc <- conv8_2_mbox_loc_flat
I1215 09:43:57.056486  2411 net.cpp:435] mbox_loc <- conv9_2_mbox_loc_flat
I1215 09:43:57.056490  2411 net.cpp:409] mbox_loc -> mbox_loc
I1215 09:43:57.056519  2411 net.cpp:144] Setting up mbox_loc
I1215 09:43:57.056524  2411 net.cpp:151] Top shape: 10 34928 (349280)
I1215 09:43:57.056527  2411 net.cpp:159] Memory required for data: 3455800664
I1215 09:43:57.056529  2411 layer_factory.hpp:77] Creating layer mbox_loc_fixed
I1215 09:43:57.056535  2411 net.cpp:94] Creating Layer mbox_loc_fixed
I1215 09:43:57.056537  2411 net.cpp:435] mbox_loc_fixed <- mbox_loc
I1215 09:43:57.056541  2411 net.cpp:396] mbox_loc_fixed -> mbox_loc (in-place)
I1215 09:43:57.056582  2411 net.cpp:144] Setting up mbox_loc_fixed
I1215 09:43:57.056588  2411 net.cpp:151] Top shape: 10 34928 (349280)
I1215 09:43:57.056591  2411 net.cpp:159] Memory required for data: 3457197784
I1215 09:43:57.056594  2411 layer_factory.hpp:77] Creating layer mbox_conf
I1215 09:43:57.056599  2411 net.cpp:94] Creating Layer mbox_conf
I1215 09:43:57.056603  2411 net.cpp:435] mbox_conf <- conv4_3_norm_mbox_conf_flat
I1215 09:43:57.056607  2411 net.cpp:435] mbox_conf <- fc7_mbox_conf_flat
I1215 09:43:57.056612  2411 net.cpp:435] mbox_conf <- conv6_2_mbox_conf_flat
I1215 09:43:57.056615  2411 net.cpp:435] mbox_conf <- conv7_2_mbox_conf_flat
I1215 09:43:57.056618  2411 net.cpp:435] mbox_conf <- conv8_2_mbox_conf_flat
I1215 09:43:57.056622  2411 net.cpp:435] mbox_conf <- conv9_2_mbox_conf_flat
I1215 09:43:57.056625  2411 net.cpp:409] mbox_conf -> mbox_conf
I1215 09:43:57.056653  2411 net.cpp:144] Setting up mbox_conf
I1215 09:43:57.056658  2411 net.cpp:151] Top shape: 10 183372 (1833720)
I1215 09:43:57.056660  2411 net.cpp:159] Memory required for data: 3464532664
I1215 09:43:57.056663  2411 layer_factory.hpp:77] Creating layer mbox_conf_fixed
I1215 09:43:57.056668  2411 net.cpp:94] Creating Layer mbox_conf_fixed
I1215 09:43:57.056670  2411 net.cpp:435] mbox_conf_fixed <- mbox_conf
I1215 09:43:57.056675  2411 net.cpp:396] mbox_conf_fixed -> mbox_conf (in-place)
I1215 09:43:57.056713  2411 net.cpp:144] Setting up mbox_conf_fixed
I1215 09:43:57.056720  2411 net.cpp:151] Top shape: 10 183372 (1833720)
I1215 09:43:57.056722  2411 net.cpp:159] Memory required for data: 3471867544
I1215 09:43:57.056726  2411 layer_factory.hpp:77] Creating layer mbox_priorbox
I1215 09:43:57.056730  2411 net.cpp:94] Creating Layer mbox_priorbox
I1215 09:43:57.056735  2411 net.cpp:435] mbox_priorbox <- conv4_3_norm_mbox_priorbox
I1215 09:43:57.056738  2411 net.cpp:435] mbox_priorbox <- fc7_mbox_priorbox
I1215 09:43:57.056741  2411 net.cpp:435] mbox_priorbox <- conv6_2_mbox_priorbox
I1215 09:43:57.056744  2411 net.cpp:435] mbox_priorbox <- conv7_2_mbox_priorbox
I1215 09:43:57.056747  2411 net.cpp:435] mbox_priorbox <- conv8_2_mbox_priorbox
I1215 09:43:57.056751  2411 net.cpp:435] mbox_priorbox <- conv9_2_mbox_priorbox
I1215 09:43:57.056754  2411 net.cpp:409] mbox_priorbox -> mbox_priorbox
I1215 09:43:57.056780  2411 net.cpp:144] Setting up mbox_priorbox
I1215 09:43:57.056785  2411 net.cpp:151] Top shape: 1 2 34928 (69856)
I1215 09:43:57.056787  2411 net.cpp:159] Memory required for data: 3472146968
I1215 09:43:57.056789  2411 layer_factory.hpp:77] Creating layer mbox_priorbox_fixed
I1215 09:43:57.056794  2411 net.cpp:94] Creating Layer mbox_priorbox_fixed
I1215 09:43:57.056797  2411 net.cpp:435] mbox_priorbox_fixed <- mbox_priorbox
I1215 09:43:57.056802  2411 net.cpp:396] mbox_priorbox_fixed -> mbox_priorbox (in-place)
I1215 09:43:57.056838  2411 net.cpp:144] Setting up mbox_priorbox_fixed
I1215 09:43:57.056844  2411 net.cpp:151] Top shape: 1 2 34928 (69856)
I1215 09:43:57.056848  2411 net.cpp:159] Memory required for data: 3472426392
I1215 09:43:57.056851  2411 net.cpp:222] mbox_priorbox_fixed does not need backward computation.
I1215 09:43:57.056854  2411 net.cpp:222] mbox_priorbox does not need backward computation.
I1215 09:43:57.056859  2411 net.cpp:222] mbox_conf_fixed does not need backward computation.
I1215 09:43:57.056861  2411 net.cpp:222] mbox_conf does not need backward computation.
I1215 09:43:57.056865  2411 net.cpp:222] mbox_loc_fixed does not need backward computation.
I1215 09:43:57.056869  2411 net.cpp:222] mbox_loc does not need backward computation.
I1215 09:43:57.056872  2411 net.cpp:222] conv9_2_mbox_priorbox does not need backward computation.
I1215 09:43:57.056875  2411 net.cpp:222] conv9_2_mbox_conf_flat does not need backward computation.
I1215 09:43:57.056879  2411 net.cpp:222] conv9_2_mbox_conf_perm does not need backward computation.
I1215 09:43:57.056881  2411 net.cpp:222] conv9_2_mbox_conf_fixed does not need backward computation.
I1215 09:43:57.056883  2411 net.cpp:222] conv9_2_mbox_conf does not need backward computation.
I1215 09:43:57.056886  2411 net.cpp:222] conv9_2_mbox_loc_flat does not need backward computation.
I1215 09:43:57.056890  2411 net.cpp:222] conv9_2_mbox_loc_perm does not need backward computation.
I1215 09:43:57.056892  2411 net.cpp:222] conv9_2_mbox_loc_fixed does not need backward computation.
I1215 09:43:57.056895  2411 net.cpp:222] conv9_2_mbox_loc does not need backward computation.
I1215 09:43:57.056897  2411 net.cpp:222] conv8_2_mbox_priorbox does not need backward computation.
I1215 09:43:57.056900  2411 net.cpp:222] conv8_2_mbox_conf_flat does not need backward computation.
I1215 09:43:57.056903  2411 net.cpp:222] conv8_2_mbox_conf_perm does not need backward computation.
I1215 09:43:57.056906  2411 net.cpp:222] conv8_2_mbox_conf_fixed does not need backward computation.
I1215 09:43:57.056908  2411 net.cpp:222] conv8_2_mbox_conf does not need backward computation.
I1215 09:43:57.056911  2411 net.cpp:222] conv8_2_mbox_loc_flat does not need backward computation.
I1215 09:43:57.056913  2411 net.cpp:222] conv8_2_mbox_loc_perm does not need backward computation.
I1215 09:43:57.056916  2411 net.cpp:222] conv8_2_mbox_loc_fixed does not need backward computation.
I1215 09:43:57.056919  2411 net.cpp:222] conv8_2_mbox_loc does not need backward computation.
I1215 09:43:57.056922  2411 net.cpp:222] conv7_2_mbox_priorbox does not need backward computation.
I1215 09:43:57.056926  2411 net.cpp:222] conv7_2_mbox_conf_flat does not need backward computation.
I1215 09:43:57.056927  2411 net.cpp:222] conv7_2_mbox_conf_perm does not need backward computation.
I1215 09:43:57.056931  2411 net.cpp:222] conv7_2_mbox_conf_fixed does not need backward computation.
I1215 09:43:57.056933  2411 net.cpp:222] conv7_2_mbox_conf does not need backward computation.
I1215 09:43:57.056936  2411 net.cpp:222] conv7_2_mbox_loc_flat does not need backward computation.
I1215 09:43:57.056938  2411 net.cpp:222] conv7_2_mbox_loc_perm does not need backward computation.
I1215 09:43:57.056941  2411 net.cpp:222] conv7_2_mbox_loc_fixed does not need backward computation.
I1215 09:43:57.056943  2411 net.cpp:222] conv7_2_mbox_loc does not need backward computation.
I1215 09:43:57.056946  2411 net.cpp:222] conv6_2_mbox_priorbox does not need backward computation.
I1215 09:43:57.056949  2411 net.cpp:222] conv6_2_mbox_conf_flat does not need backward computation.
I1215 09:43:57.056951  2411 net.cpp:222] conv6_2_mbox_conf_perm does not need backward computation.
I1215 09:43:57.056954  2411 net.cpp:222] conv6_2_mbox_conf_fixed does not need backward computation.
I1215 09:43:57.056957  2411 net.cpp:222] conv6_2_mbox_conf does not need backward computation.
I1215 09:43:57.056959  2411 net.cpp:222] conv6_2_mbox_loc_flat does not need backward computation.
I1215 09:43:57.056962  2411 net.cpp:222] conv6_2_mbox_loc_perm does not need backward computation.
I1215 09:43:57.056965  2411 net.cpp:222] conv6_2_mbox_loc_fixed does not need backward computation.
I1215 09:43:57.056967  2411 net.cpp:222] conv6_2_mbox_loc does not need backward computation.
I1215 09:43:57.056970  2411 net.cpp:222] fc7_mbox_priorbox does not need backward computation.
I1215 09:43:57.056973  2411 net.cpp:222] fc7_mbox_conf_flat does not need backward computation.
I1215 09:43:57.056977  2411 net.cpp:222] fc7_mbox_conf_perm does not need backward computation.
I1215 09:43:57.056979  2411 net.cpp:222] fc7_mbox_conf_fixed does not need backward computation.
I1215 09:43:57.056982  2411 net.cpp:222] fc7_mbox_conf does not need backward computation.
I1215 09:43:57.056985  2411 net.cpp:222] fc7_mbox_loc_flat does not need backward computation.
I1215 09:43:57.056988  2411 net.cpp:222] fc7_mbox_loc_perm does not need backward computation.
I1215 09:43:57.056991  2411 net.cpp:222] fc7_mbox_loc_fixed does not need backward computation.
I1215 09:43:57.056993  2411 net.cpp:222] fc7_mbox_loc does not need backward computation.
I1215 09:43:57.056996  2411 net.cpp:222] conv4_3_norm_mbox_priorbox does not need backward computation.
I1215 09:43:57.057000  2411 net.cpp:222] conv4_3_norm_mbox_conf_flat does not need backward computation.
I1215 09:43:57.057003  2411 net.cpp:222] conv4_3_norm_mbox_conf_perm does not need backward computation.
I1215 09:43:57.057006  2411 net.cpp:222] conv4_3_norm_mbox_conf_fixed does not need backward computation.
I1215 09:43:57.057009  2411 net.cpp:222] conv4_3_norm_mbox_conf does not need backward computation.
I1215 09:43:57.057013  2411 net.cpp:222] conv4_3_norm_mbox_loc_flat does not need backward computation.
I1215 09:43:57.057015  2411 net.cpp:222] conv4_3_norm_mbox_loc_perm does not need backward computation.
I1215 09:43:57.057018  2411 net.cpp:222] conv4_3_norm_mbox_loc_fixed does not need backward computation.
I1215 09:43:57.057021  2411 net.cpp:222] conv4_3_norm_mbox_loc does not need backward computation.
I1215 09:43:57.057024  2411 net.cpp:222] conv9_2_conv9_2_fixed_0_split does not need backward computation.
I1215 09:43:57.057027  2411 net.cpp:222] conv9_2_fixed does not need backward computation.
I1215 09:43:57.057030  2411 net.cpp:222] conv9_2_relu does not need backward computation.
I1215 09:43:57.057034  2411 net.cpp:222] conv9_2 does not need backward computation.
I1215 09:43:57.057036  2411 net.cpp:222] conv9_1_fixed does not need backward computation.
I1215 09:43:57.057039  2411 net.cpp:222] conv9_1_relu does not need backward computation.
I1215 09:43:57.057041  2411 net.cpp:222] conv9_1 does not need backward computation.
I1215 09:43:57.057044  2411 net.cpp:222] conv8_2_conv8_2_fixed_0_split does not need backward computation.
I1215 09:43:57.057047  2411 net.cpp:222] conv8_2_fixed does not need backward computation.
I1215 09:43:57.057050  2411 net.cpp:222] conv8_2_relu does not need backward computation.
I1215 09:43:57.057052  2411 net.cpp:222] conv8_2 does not need backward computation.
I1215 09:43:57.057055  2411 net.cpp:222] conv8_1_fixed does not need backward computation.
I1215 09:43:57.057058  2411 net.cpp:222] conv8_1_relu does not need backward computation.
I1215 09:43:57.057060  2411 net.cpp:222] conv8_1 does not need backward computation.
I1215 09:43:57.057063  2411 net.cpp:222] conv7_2_conv7_2_fixed_0_split does not need backward computation.
I1215 09:43:57.057067  2411 net.cpp:222] conv7_2_fixed does not need backward computation.
I1215 09:43:57.057070  2411 net.cpp:222] conv7_2_relu does not need backward computation.
I1215 09:43:57.057072  2411 net.cpp:222] conv7_2 does not need backward computation.
I1215 09:43:57.057075  2411 net.cpp:222] conv7_1_fixed does not need backward computation.
I1215 09:43:57.057077  2411 net.cpp:222] conv7_1_relu does not need backward computation.
I1215 09:43:57.057080  2411 net.cpp:222] conv7_1 does not need backward computation.
I1215 09:43:57.057082  2411 net.cpp:222] conv6_2_conv6_2_fixed_0_split does not need backward computation.
I1215 09:43:57.057085  2411 net.cpp:222] conv6_2_fixed does not need backward computation.
I1215 09:43:57.057088  2411 net.cpp:222] conv6_2_relu does not need backward computation.
I1215 09:43:57.057090  2411 net.cpp:222] conv6_2 does not need backward computation.
I1215 09:43:57.057093  2411 net.cpp:222] conv6_1_fixed does not need backward computation.
I1215 09:43:57.057096  2411 net.cpp:222] conv6_1_relu does not need backward computation.
I1215 09:43:57.057098  2411 net.cpp:222] conv6_1 does not need backward computation.
I1215 09:43:57.057102  2411 net.cpp:222] fc7_682_fc7_682_fixed_0_split does not need backward computation.
I1215 09:43:57.057106  2411 net.cpp:222] fc7_682_fixed does not need backward computation.
I1215 09:43:57.057107  2411 net.cpp:222] relu7 does not need backward computation.
I1215 09:43:57.057111  2411 net.cpp:222] fc7_682 does not need backward computation.
I1215 09:43:57.057113  2411 net.cpp:222] fc6_682_fixed does not need backward computation.
I1215 09:43:57.057116  2411 net.cpp:222] relu6 does not need backward computation.
I1215 09:43:57.057118  2411 net.cpp:222] fc6_682 does not need backward computation.
I1215 09:43:57.057121  2411 net.cpp:222] pool5 does not need backward computation.
I1215 09:43:57.057124  2411 net.cpp:222] conv5_3_fixed does not need backward computation.
I1215 09:43:57.057126  2411 net.cpp:222] relu5_3 does not need backward computation.
I1215 09:43:57.057129  2411 net.cpp:222] conv5_3 does not need backward computation.
I1215 09:43:57.057132  2411 net.cpp:222] conv5_2_fixed does not need backward computation.
I1215 09:43:57.057134  2411 net.cpp:222] relu5_2 does not need backward computation.
I1215 09:43:57.057137  2411 net.cpp:222] conv5_2 does not need backward computation.
I1215 09:43:57.057139  2411 net.cpp:222] conv5_1_fixed does not need backward computation.
I1215 09:43:57.057142  2411 net.cpp:222] relu5_1 does not need backward computation.
I1215 09:43:57.057144  2411 net.cpp:222] conv5_1 does not need backward computation.
I1215 09:43:57.057147  2411 net.cpp:222] pool4 does not need backward computation.
I1215 09:43:57.057150  2411 net.cpp:222] conv4_3_conv4_3_fixed_0_split does not need backward computation.
I1215 09:43:57.057153  2411 net.cpp:222] conv4_3_fixed does not need backward computation.
I1215 09:43:57.057155  2411 net.cpp:222] relu4_3 does not need backward computation.
I1215 09:43:57.057158  2411 net.cpp:222] conv4_3 does not need backward computation.
I1215 09:43:57.057162  2411 net.cpp:222] conv4_2_fixed does not need backward computation.
I1215 09:43:57.057163  2411 net.cpp:222] relu4_2 does not need backward computation.
I1215 09:43:57.057166  2411 net.cpp:222] conv4_2 does not need backward computation.
I1215 09:43:57.057169  2411 net.cpp:222] conv4_1_fixed does not need backward computation.
I1215 09:43:57.057171  2411 net.cpp:222] relu4_1 does not need backward computation.
I1215 09:43:57.057174  2411 net.cpp:222] conv4_1 does not need backward computation.
I1215 09:43:57.057178  2411 net.cpp:222] pool3 does not need backward computation.
I1215 09:43:57.057179  2411 net.cpp:222] conv3_3_fixed does not need backward computation.
I1215 09:43:57.057183  2411 net.cpp:222] relu3_3 does not need backward computation.
I1215 09:43:57.057185  2411 net.cpp:222] conv3_3 does not need backward computation.
I1215 09:43:57.057188  2411 net.cpp:222] conv3_2_fixed does not need backward computation.
I1215 09:43:57.057190  2411 net.cpp:222] relu3_2 does not need backward computation.
I1215 09:43:57.057193  2411 net.cpp:222] conv3_2 does not need backward computation.
I1215 09:43:57.057195  2411 net.cpp:222] conv3_1_fixed does not need backward computation.
I1215 09:43:57.057199  2411 net.cpp:222] relu3_1 does not need backward computation.
I1215 09:43:57.057201  2411 net.cpp:222] conv3_1 does not need backward computation.
I1215 09:43:57.057204  2411 net.cpp:222] pool2 does not need backward computation.
I1215 09:43:57.057206  2411 net.cpp:222] conv2_2_fixed does not need backward computation.
I1215 09:43:57.057209  2411 net.cpp:222] relu2_2 does not need backward computation.
I1215 09:43:57.057211  2411 net.cpp:222] conv2_2 does not need backward computation.
I1215 09:43:57.057214  2411 net.cpp:222] conv2_1_fixed does not need backward computation.
I1215 09:43:57.057217  2411 net.cpp:222] relu2_1 does not need backward computation.
I1215 09:43:57.057219  2411 net.cpp:222] conv2_1 does not need backward computation.
I1215 09:43:57.057222  2411 net.cpp:222] pool1 does not need backward computation.
I1215 09:43:57.057224  2411 net.cpp:222] conv1_2_fixed does not need backward computation.
I1215 09:43:57.057227  2411 net.cpp:222] relu1_2 does not need backward computation.
I1215 09:43:57.057229  2411 net.cpp:222] conv1_2 does not need backward computation.
I1215 09:43:57.057232  2411 net.cpp:222] conv1_1_fixed does not need backward computation.
I1215 09:43:57.057235  2411 net.cpp:222] relu1_1 does not need backward computation.
I1215 09:43:57.057237  2411 net.cpp:222] conv1_1 does not need backward computation.
I1215 09:43:57.057241  2411 net.cpp:222] data_data_fixed_0_split does not need backward computation.
I1215 09:43:57.057245  2411 net.cpp:222] data_fixed does not need backward computation.
I1215 09:43:57.057246  2411 net.cpp:222] data does not need backward computation.
I1215 09:43:57.057250  2411 net.cpp:264] This network produces output label
I1215 09:43:57.057252  2411 net.cpp:264] This network produces output mbox_conf
I1215 09:43:57.057255  2411 net.cpp:264] This network produces output mbox_loc
I1215 09:43:57.057258  2411 net.cpp:264] This network produces output mbox_priorbox
I1215 09:43:57.057338  2411 net.cpp:284] Network initialization done.
I1215 09:43:57.138818  2411 net.cpp:323] The NetState phase (1) differed from the phase (0) specified by a rule in layer data
I1215 09:43:57.139981  2411 net.cpp:52] Initializing net from parameters: 
layer {
  name: "data"
  type: "AnnotatedData"
  top: "data"
  top: "label"
  include {
    phase: TEST
  }
  transform_param {
    mean_value: 104
    mean_value: 117
    mean_value: 123
    resize_param {
      prob: 1
      resize_mode: WARP
      height: 300
      width: 300
      interp_mode: LINEAR
    }
  }
  data_param {
    source: "../examples/VOC0712/VOC0712_test_lmdb"
    batch_size: 8
    backend: LMDB
  }
  annotated_data_param {
    batch_sampler {
    }
    label_map_file: "../data/VOC0712/labelmap_voc.prototxt"
  }
}
layer {
  name: "data_fixed"
  type: "FixedNeuron"
  bottom: "data"
  top: "data"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: OVER_FLOW
    bit_width: 8
    follow_data_layer: true
  }
}
layer {
  name: "conv1_1"
  type: "ConvolutionFixed"
  bottom: "data"
  top: "conv1_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 64
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu1_1"
  type: "ReLU"
  bottom: "conv1_1"
  top: "conv1_1"
}
layer {
  name: "conv1_1_fixed"
  type: "FixedNeuron"
  bottom: "conv1_1"
  top: "conv1_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv1_2"
  type: "ConvolutionFixed"
  bottom: "conv1_1"
  top: "conv1_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 64
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu1_2"
  type: "ReLU"
  bottom: "conv1_2"
  top: "conv1_2"
}
layer {
  name: "conv1_2_fixed"
  type: "FixedNeuron"
  bottom: "conv1_2"
  top: "conv1_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "pool1"
  type: "Pooling"
  bottom: "conv1_2"
  top: "pool1"
  pooling_param {
    pool: MAX
    kernel_size: 2
    stride: 2
  }
}
layer {
  name: "conv2_1"
  type: "ConvolutionFixed"
  bottom: "pool1"
  top: "conv2_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu2_1"
  type: "ReLU"
  bottom: "conv2_1"
  top: "conv2_1"
}
layer {
  name: "conv2_1_fixed"
  type: "FixedNeuron"
  bottom: "conv2_1"
  top: "conv2_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv2_2"
  type: "ConvolutionFixed"
  bottom: "conv2_1"
  top: "conv2_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu2_2"
  type: "ReLU"
  bottom: "conv2_2"
  top: "conv2_2"
}
layer {
  name: "conv2_2_fixed"
  type: "FixedNeuron"
  bottom: "conv2_2"
  top: "conv2_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "pool2"
  type: "Pooling"
  bottom: "conv2_2"
  top: "pool2"
  pooling_param {
    pool: MAX
    kernel_size: 2
    stride: 2
  }
}
layer {
  name: "conv3_1"
  type: "ConvolutionFixed"
  bottom: "pool2"
  top: "conv3_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu3_1"
  type: "ReLU"
  bottom: "conv3_1"
  top: "conv3_1"
}
layer {
  name: "conv3_1_fixed"
  type: "FixedNeuron"
  bottom: "conv3_1"
  top: "conv3_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv3_2"
  type: "ConvolutionFixed"
  bottom: "conv3_1"
  top: "conv3_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu3_2"
  type: "ReLU"
  bottom: "conv3_2"
  top: "conv3_2"
}
layer {
  name: "conv3_2_fixed"
  type: "FixedNeuron"
  bottom: "conv3_2"
  top: "conv3_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv3_3"
  type: "ConvolutionFixed"
  bottom: "conv3_2"
  top: "conv3_3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu3_3"
  type: "ReLU"
  bottom: "conv3_3"
  top: "conv3_3"
}
layer {
  name: "conv3_3_fixed"
  type: "FixedNeuron"
  bottom: "conv3_3"
  top: "conv3_3"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "pool3"
  type: "Pooling"
  bottom: "conv3_3"
  top: "pool3"
  pooling_param {
    pool: MAX
    kernel_size: 2
    stride: 2
  }
}
layer {
  name: "conv4_1"
  type: "ConvolutionFixed"
  bottom: "pool3"
  top: "conv4_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 512
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu4_1"
  type: "ReLU"
  bottom: "conv4_1"
  top: "conv4_1"
}
layer {
  name: "conv4_1_fixed"
  type: "FixedNeuron"
  bottom: "conv4_1"
  top: "conv4_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv4_2"
  type: "ConvolutionFixed"
  bottom: "conv4_1"
  top: "conv4_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 512
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu4_2"
  type: "ReLU"
  bottom: "conv4_2"
  top: "conv4_2"
}
layer {
  name: "conv4_2_fixed"
  type: "FixedNeuron"
  bottom: "conv4_2"
  top: "conv4_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv4_3"
  type: "ConvolutionFixed"
  bottom: "conv4_2"
  top: "conv4_3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  convolution_param {
    num_output: 512
    bias_term: true
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu4_3"
  type: "ReLU"
  bottom: "conv4_3"
  top: "conv4_3"
}
layer {
  name: "conv4_3_fixed"
  type: "FixedNeuron"
  bottom: "conv4_3"
  top: "conv4_3"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "pool4"
  type: "Pooling"
  bottom: "conv4_3"
  top: "pool4"
  pooling_param {
    pool: MAX
    kernel_size: 2
    stride: 2
  }
}
layer {
  name: "conv5_1"
  type: "ConvolutionFixed"
  bottom: "pool4"
  top: "conv5_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 512
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu5_1"
  type: "ReLU"
  bottom: "conv5_1"
  top: "conv5_1"
}
layer {
  name: "conv5_1_fixed"
  type: "FixedNeuron"
  bottom: "conv5_1"
  top: "conv5_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv5_2"
  type: "ConvolutionFixed"
  bottom: "conv5_1"
  top: "conv5_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 512
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu5_2"
  type: "ReLU"
  bottom: "conv5_2"
  top: "conv5_2"
}
layer {
  name: "conv5_2_fixed"
  type: "FixedNeuron"
  bottom: "conv5_2"
  top: "conv5_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv5_3"
  type: "ConvolutionFixed"
  bottom: "conv5_2"
  top: "conv5_3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 512
    pad: 1
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 1
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu5_3"
  type: "ReLU"
  bottom: "conv5_3"
  top: "conv5_3"
}
layer {
  name: "conv5_3_fixed"
  type: "FixedNeuron"
  bottom: "conv5_3"
  top: "conv5_3"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "pool5"
  type: "Pooling"
  bottom: "conv5_3"
  top: "pool5"
  pooling_param {
    pool: MAX
    kernel_size: 3
    stride: 1
    pad: 1
  }
}
layer {
  name: "fc6_682"
  type: "ConvolutionFixed"
  bottom: "pool5"
  top: "fc6_682"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 682
    pad: 6
    kernel_size: 3
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    dilation: 6
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu6"
  type: "ReLU"
  bottom: "fc6_682"
  top: "fc6_682"
}
layer {
  name: "fc6_682_fixed"
  type: "FixedNeuron"
  bottom: "fc6_682"
  top: "fc6_682"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "fc7_682"
  type: "ConvolutionFixed"
  bottom: "fc6_682"
  top: "fc7_682"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 1024
    kernel_size: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "relu7"
  type: "ReLU"
  bottom: "fc7_682"
  top: "fc7_682"
}
layer {
  name: "fc7_682_fixed"
  type: "FixedNeuron"
  bottom: "fc7_682"
  top: "fc7_682"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_1"
  type: "ConvolutionFixed"
  bottom: "fc7_682"
  top: "conv6_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_1_relu"
  type: "ReLU"
  bottom: "conv6_1"
  top: "conv6_1"
}
layer {
  name: "conv6_1_fixed"
  type: "FixedNeuron"
  bottom: "conv6_1"
  top: "conv6_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_2"
  type: "ConvolutionFixed"
  bottom: "conv6_1"
  top: "conv6_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 512
    pad: 1
    kernel_size: 3
    stride: 2
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_2_relu"
  type: "ReLU"
  bottom: "conv6_2"
  top: "conv6_2"
}
layer {
  name: "conv6_2_fixed"
  type: "FixedNeuron"
  bottom: "conv6_2"
  top: "conv6_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_1"
  type: "ConvolutionFixed"
  bottom: "conv6_2"
  top: "conv7_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_1_relu"
  type: "ReLU"
  bottom: "conv7_1"
  top: "conv7_1"
}
layer {
  name: "conv7_1_fixed"
  type: "FixedNeuron"
  bottom: "conv7_1"
  top: "conv7_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_2"
  type: "ConvolutionFixed"
  bottom: "conv7_1"
  top: "conv7_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 1
    kernel_size: 3
    stride: 2
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_2_relu"
  type: "ReLU"
  bottom: "conv7_2"
  top: "conv7_2"
}
layer {
  name: "conv7_2_fixed"
  type: "FixedNeuron"
  bottom: "conv7_2"
  top: "conv7_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_1"
  type: "ConvolutionFixed"
  bottom: "conv7_2"
  top: "conv8_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_1_relu"
  type: "ReLU"
  bottom: "conv8_1"
  top: "conv8_1"
}
layer {
  name: "conv8_1_fixed"
  type: "FixedNeuron"
  bottom: "conv8_1"
  top: "conv8_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_2"
  type: "ConvolutionFixed"
  bottom: "conv8_1"
  top: "conv8_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 0
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_2_relu"
  type: "ReLU"
  bottom: "conv8_2"
  top: "conv8_2"
}
layer {
  name: "conv8_2_fixed"
  type: "FixedNeuron"
  bottom: "conv8_2"
  top: "conv8_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv9_1"
  type: "ConvolutionFixed"
  bottom: "conv8_2"
  top: "conv9_1"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 128
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv9_1_relu"
  type: "ReLU"
  bottom: "conv9_1"
  top: "conv9_1"
}
layer {
  name: "conv9_1_fixed"
  type: "FixedNeuron"
  bottom: "conv9_1"
  top: "conv9_1"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv9_2"
  type: "ConvolutionFixed"
  bottom: "conv9_1"
  top: "conv9_2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 256
    pad: 0
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv9_2_relu"
  type: "ReLU"
  bottom: "conv9_2"
  top: "conv9_2"
}
layer {
  name: "conv9_2_fixed"
  type: "FixedNeuron"
  bottom: "conv9_2"
  top: "conv9_2"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv4_3_norm_mbox_loc"
  type: "ConvolutionFixed"
  bottom: "conv4_3"
  top: "conv4_3_norm_mbox_loc"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 16
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv4_3_norm_mbox_loc_fixed"
  type: "FixedNeuron"
  bottom: "conv4_3_norm_mbox_loc"
  top: "conv4_3_norm_mbox_loc"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv4_3_norm_mbox_loc_perm"
  type: "Permute"
  bottom: "conv4_3_norm_mbox_loc"
  top: "conv4_3_norm_mbox_loc_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "conv4_3_norm_mbox_loc_flat"
  type: "Flatten"
  bottom: "conv4_3_norm_mbox_loc_perm"
  top: "conv4_3_norm_mbox_loc_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "conv4_3_norm_mbox_conf"
  type: "ConvolutionFixed"
  bottom: "conv4_3"
  top: "conv4_3_norm_mbox_conf"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 84
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv4_3_norm_mbox_conf_fixed"
  type: "FixedNeuron"
  bottom: "conv4_3_norm_mbox_conf"
  top: "conv4_3_norm_mbox_conf"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv4_3_norm_mbox_conf_perm"
  type: "Permute"
  bottom: "conv4_3_norm_mbox_conf"
  top: "conv4_3_norm_mbox_conf_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "conv4_3_norm_mbox_conf_flat"
  type: "Flatten"
  bottom: "conv4_3_norm_mbox_conf_perm"
  top: "conv4_3_norm_mbox_conf_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "conv4_3_norm_mbox_priorbox"
  type: "PriorBox"
  bottom: "conv4_3"
  bottom: "data"
  top: "conv4_3_norm_mbox_priorbox"
  prior_box_param {
    min_size: 30
    max_size: 60
    aspect_ratio: 2
    flip: true
    clip: false
    variance: 0.1
    variance: 0.1
    variance: 0.2
    variance: 0.2
    step: 8
    offset: 0.5
  }
}
layer {
  name: "fc7_mbox_loc"
  type: "ConvolutionFixed"
  bottom: "fc7_682"
  top: "fc7_mbox_loc"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 24
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "fc7_mbox_loc_fixed"
  type: "FixedNeuron"
  bottom: "fc7_mbox_loc"
  top: "fc7_mbox_loc"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "fc7_mbox_loc_perm"
  type: "Permute"
  bottom: "fc7_mbox_loc"
  top: "fc7_mbox_loc_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "fc7_mbox_loc_flat"
  type: "Flatten"
  bottom: "fc7_mbox_loc_perm"
  top: "fc7_mbox_loc_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "fc7_mbox_conf"
  type: "ConvolutionFixed"
  bottom: "fc7_682"
  top: "fc7_mbox_conf"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 126
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "fc7_mbox_conf_fixed"
  type: "FixedNeuron"
  bottom: "fc7_mbox_conf"
  top: "fc7_mbox_conf"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "fc7_mbox_conf_perm"
  type: "Permute"
  bottom: "fc7_mbox_conf"
  top: "fc7_mbox_conf_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "fc7_mbox_conf_flat"
  type: "Flatten"
  bottom: "fc7_mbox_conf_perm"
  top: "fc7_mbox_conf_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "fc7_mbox_priorbox"
  type: "PriorBox"
  bottom: "fc7_682"
  bottom: "data"
  top: "fc7_mbox_priorbox"
  prior_box_param {
    min_size: 60
    max_size: 111
    aspect_ratio: 2
    aspect_ratio: 3
    flip: true
    clip: false
    variance: 0.1
    variance: 0.1
    variance: 0.2
    variance: 0.2
    step: 16
    offset: 0.5
  }
}
layer {
  name: "conv6_2_mbox_loc"
  type: "ConvolutionFixed"
  bottom: "conv6_2"
  top: "conv6_2_mbox_loc"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 24
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_2_mbox_loc_fixed"
  type: "FixedNeuron"
  bottom: "conv6_2_mbox_loc"
  top: "conv6_2_mbox_loc"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_2_mbox_loc_perm"
  type: "Permute"
  bottom: "conv6_2_mbox_loc"
  top: "conv6_2_mbox_loc_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "conv6_2_mbox_loc_flat"
  type: "Flatten"
  bottom: "conv6_2_mbox_loc_perm"
  top: "conv6_2_mbox_loc_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "conv6_2_mbox_conf"
  type: "ConvolutionFixed"
  bottom: "conv6_2"
  top: "conv6_2_mbox_conf"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 126
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_2_mbox_conf_fixed"
  type: "FixedNeuron"
  bottom: "conv6_2_mbox_conf"
  top: "conv6_2_mbox_conf"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv6_2_mbox_conf_perm"
  type: "Permute"
  bottom: "conv6_2_mbox_conf"
  top: "conv6_2_mbox_conf_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "conv6_2_mbox_conf_flat"
  type: "Flatten"
  bottom: "conv6_2_mbox_conf_perm"
  top: "conv6_2_mbox_conf_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "conv6_2_mbox_priorbox"
  type: "PriorBox"
  bottom: "conv6_2"
  bottom: "data"
  top: "conv6_2_mbox_priorbox"
  prior_box_param {
    min_size: 111
    max_size: 162
    aspect_ratio: 2
    aspect_ratio: 3
    flip: true
    clip: false
    variance: 0.1
    variance: 0.1
    variance: 0.2
    variance: 0.2
    step: 32
    offset: 0.5
  }
}
layer {
  name: "conv7_2_mbox_loc"
  type: "ConvolutionFixed"
  bottom: "conv7_2"
  top: "conv7_2_mbox_loc"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 24
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_2_mbox_loc_fixed"
  type: "FixedNeuron"
  bottom: "conv7_2_mbox_loc"
  top: "conv7_2_mbox_loc"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_2_mbox_loc_perm"
  type: "Permute"
  bottom: "conv7_2_mbox_loc"
  top: "conv7_2_mbox_loc_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "conv7_2_mbox_loc_flat"
  type: "Flatten"
  bottom: "conv7_2_mbox_loc_perm"
  top: "conv7_2_mbox_loc_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "conv7_2_mbox_conf"
  type: "ConvolutionFixed"
  bottom: "conv7_2"
  top: "conv7_2_mbox_conf"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 126
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_2_mbox_conf_fixed"
  type: "FixedNeuron"
  bottom: "conv7_2_mbox_conf"
  top: "conv7_2_mbox_conf"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv7_2_mbox_conf_perm"
  type: "Permute"
  bottom: "conv7_2_mbox_conf"
  top: "conv7_2_mbox_conf_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "conv7_2_mbox_conf_flat"
  type: "Flatten"
  bottom: "conv7_2_mbox_conf_perm"
  top: "conv7_2_mbox_conf_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "conv7_2_mbox_priorbox"
  type: "PriorBox"
  bottom: "conv7_2"
  bottom: "data"
  top: "conv7_2_mbox_priorbox"
  prior_box_param {
    min_size: 162
    max_size: 213
    aspect_ratio: 2
    aspect_ratio: 3
    flip: true
    clip: false
    variance: 0.1
    variance: 0.1
    variance: 0.2
    variance: 0.2
    step: 64
    offset: 0.5
  }
}
layer {
  name: "conv8_2_mbox_loc"
  type: "ConvolutionFixed"
  bottom: "conv8_2"
  top: "conv8_2_mbox_loc"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 16
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_2_mbox_loc_fixed"
  type: "FixedNeuron"
  bottom: "conv8_2_mbox_loc"
  top: "conv8_2_mbox_loc"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_2_mbox_loc_perm"
  type: "Permute"
  bottom: "conv8_2_mbox_loc"
  top: "conv8_2_mbox_loc_perm"
  permute_param {
    order: 0
    order: 2
    order: 3
    order: 1
  }
}
layer {
  name: "conv8_2_mbox_loc_flat"
  type: "Flatten"
  bottom: "conv8_2_mbox_loc_perm"
  top: "conv8_2_mbox_loc_flat"
  flatten_param {
    axis: 1
  }
}
layer {
  name: "conv8_2_mbox_conf"
  type: "ConvolutionFixed"
  bottom: "conv8_2"
  top: "conv8_2_mbox_conf"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  param {
    lr_mult: 2
    decay_mult: 0
  }
  convolution_param {
    num_output: 84
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
      value: 0
    }
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_2_mbox_conf_fixed"
  type: "FixedNeuron"
  bottom: "conv8_2_mbox_conf"
  top: "conv8_2_mbox_conf"
  param {
    lr_mult: 0
    decay_mult: 0
  }
  fixed_param {
    fixed_method: DIFF_S
    bit_width: 8
  }
}
layer {
  name: "conv8_2_mbox_conf_perm"
  type: "Permute"
  bottom: "conv8_2_mbox_conf"
  top: "conv8_2_mbox_conf_perm"
  permute_param {
    order: 0
 
I1215 09:43:57.140481  2411 layer_factory.hpp:77] Creating layer data
I1215 09:43:57.140514  2411 internal_thread.cpp:27] Starting internal thread(s) on GPU 0
I1215 09:43:57.140548  2411 net.cpp:94] Creating Layer data
I1215 09:43:57.140554  2411 net.cpp:409] data -> data
I1215 09:43:57.140563  2411 net.cpp:409] data -> label
I1215 09:43:57.217700  2444 db_lmdb.cpp:35] Opened lmdb ../examples/VOC0712/VOC0712_test_lmdb
I1215 09:43:57.226078  2444 data_reader.cpp:120] TEST: reading data using 1 channel(s)
I1215 09:43:57.241829  2411 annotated_data_layer.cpp:62] output data size: 8,3,300,300
I1215 09:43:57.269909  2411 internal_thread.cpp:27] Starting internal thread(s) on GPU 0
I1215 09:43:57.269984  2411 net.cpp:144] Setting up data
I1215 09:43:57.270009  2411 net.cpp:151] Top shape: 8 3 300 300 (2160000)
I1215 09:43:57.270014  2411 net.cpp:151] Top shape: 1 1 2 8 (16)
I1215 09:43:57.270015  2411 net.cpp:159] Memory required for data: 8640064
I1215 09:43:57.270020  2411 layer_factory.hpp:77] Creating layer data_fixed
I1215 09:43:57.270032  2411 net.cpp:94] Creating Layer data_fixed
I1215 09:43:57.270035  2411 net.cpp:435] data_fixed <- data
I1215 09:43:57.270041  2411 net.cpp:396] data_fixed -> data (in-place)
I1215 09:43:57.270092  2411 net.cpp:144] Setting up data_fixed
I1215 09:43:57.270098  2411 net.cpp:151] Top shape: 8 3 300 300 (2160000)
I1215 09:43:57.270102  2411 net.cpp:159] Memory required for data: 17280064
I1215 09:43:57.270109  2411 layer_factory.hpp:77] Creating layer data_data_fixed_0_split
I1215 09:43:57.270117  2411 net.cpp:94] Creating Layer data_data_fixed_0_split
I1215 09:43:57.270120  2411 net.cpp:435] data_data_fixed_0_split <- data
I1215 09:43:57.270126  2411 net.cpp:409] data_data_fixed_0_split -> data_data_fixed_0_split_0
I1215 09:43:57.270134  2411 net.cpp:409] data_data_fixed_0_split -> data_data_fixed_0_split_1
I1215 09:43:57.270140  2411 net.cpp:409] data_data_fixed_0_split -> data_data_fixed_0_split_2
I1215 09:43:57.270148  2411 net.cpp:409] data_data_fixed_0_split -> data_data_fixed_0_split_3
I1215 09:43:57.270153  2411 net.cpp:409] data_data_fixed_0_split -> data_data_fixed_0_split_4
I1215 09:43:57.270159  2411 net.cpp:409] data_data_fixed_0_split -> data_data_fixed_0_split_5
I1215 09:43:57.270164  2411 net.cpp:409] data_data_fixed_0_split -> data_data_fixed_0_split_6
I1215 09:43:57.270261  2411 net.cpp:144] Setting up data_data_fixed_0_split
I1215 09:43:57.270267  2411 net.cpp:151] Top shape: 8 3 300 300 (2160000)
I1215 09:43:57.270270  2411 net.cpp:151] Top shape: 8 3 300 300 (2160000)
I1215 09:43:57.270274  2411 net.cpp:151] Top shape: 8 3 300 300 (2160000)
I1215 09:43:57.270277  2411 net.cpp:151] Top shape: 8 3 300 300 (2160000)
I1215 09:43:57.270280  2411 net.cpp:151] Top shape: 8 3 300 300 (2160000)
I1215 09:43:57.270283  2411 net.cpp:151] Top shape: 8 3 300 300 (2160000)
I1215 09:43:57.270287  2411 net.cpp:151] Top shape: 8 3 300 300 (2160000)
I1215 09:43:57.270289  2411 net.cpp:159] Memory required for data: 77760064
I1215 09:43:57.270292  2411 layer_factory.hpp:77] Creating layer conv1_1
I1215 09:43:57.270303  2411 net.cpp:94] Creating Layer conv1_1
I1215 09:43:57.270305  2411 net.cpp:435] conv1_1 <- data_data_fixed_0_split_0
I1215 09:43:57.270310  2411 net.cpp:409] conv1_1 -> conv1_1
I1215 09:43:57.271260  2411 layer_factory.hpp:77] Creating layer conv1_1
I1215 09:43:57.272420  2411 net.cpp:144] Setting up conv1_1
I1215 09:43:57.272433  2411 net.cpp:151] Top shape: 8 64 300 300 (46080000)
I1215 09:43:57.272436  2411 net.cpp:159] Memory required for data: 262080064
I1215 09:43:57.272459  2411 layer_factory.hpp:77] Creating layer relu1_1
I1215 09:43:57.272485  2411 net.cpp:94] Creating Layer relu1_1
I1215 09:43:57.272487  2411 net.cpp:435] relu1_1 <- conv1_1
I1215 09:43:57.272492  2411 net.cpp:396] relu1_1 -> conv1_1 (in-place)
I1215 09:43:57.272500  2411 net.cpp:144] Setting up relu1_1
I1215 09:43:57.272503  2411 net.cpp:151] Top shape: 8 64 300 300 (46080000)
I1215 09:43:57.272506  2411 net.cpp:159] Memory required for data: 446400064
I1215 09:43:57.272508  2411 layer_factory.hpp:77] Creating layer conv1_1_fixed
I1215 09:43:57.272513  2411 net.cpp:94] Creating Layer conv1_1_fixed
I1215 09:43:57.272516  2411 net.cpp:435] conv1_1_fixed <- conv1_1
I1215 09:43:57.272521  2411 net.cpp:396] conv1_1_fixed -> conv1_1 (in-place)
I1215 09:43:57.272552  2411 net.cpp:144] Setting up conv1_1_fixed
I1215 09:43:57.272558  2411 net.cpp:151] Top shape: 8 64 300 300 (46080000)
I1215 09:43:57.272562  2411 net.cpp:159] Memory required for data: 630720064
I1215 09:43:57.272565  2411 layer_factory.hpp:77] Creating layer conv1_2
I1215 09:43:57.272573  2411 net.cpp:94] Creating Layer conv1_2
I1215 09:43:57.272577  2411 net.cpp:435] conv1_2 <- conv1_1
I1215 09:43:57.272580  2411 net.cpp:409] conv1_2 -> conv1_2
I1215 09:43:57.274019  2411 layer_factory.hpp:77] Creating layer conv1_2
I1215 09:43:57.274793  2411 net.cpp:144] Setting up conv1_2
I1215 09:43:57.274803  2411 net.cpp:151] Top shape: 8 64 300 300 (46080000)
I1215 09:43:57.274806  2411 net.cpp:159] Memory required for data: 815040064
I1215 09:43:57.274814  2411 layer_factory.hpp:77] Creating layer relu1_2
I1215 09:43:57.274819  2411 net.cpp:94] Creating Layer relu1_2
I1215 09:43:57.274823  2411 net.cpp:435] relu1_2 <- conv1_2
I1215 09:43:57.274827  2411 net.cpp:396] relu1_2 -> conv1_2 (in-place)
I1215 09:43:57.274833  2411 net.cpp:144] Setting up relu1_2
I1215 09:43:57.274837  2411 net.cpp:151] Top shape: 8 64 300 300 (46080000)
I1215 09:43:57.274839  2411 net.cpp:159] Memory required for data: 999360064
I1215 09:43:57.274842  2411 layer_factory.hpp:77] Creating layer conv1_2_fixed
I1215 09:43:57.274847  2411 net.cpp:94] Creating Layer conv1_2_fixed
I1215 09:43:57.274850  2411 net.cpp:435] conv1_2_fixed <- conv1_2
I1215 09:43:57.274854  2411 net.cpp:396] conv1_2_fixed -> conv1_2 (in-place)
I1215 09:43:57.274888  2411 net.cpp:144] Setting up conv1_2_fixed
I1215 09:43:57.274893  2411 net.cpp:151] Top shape: 8 64 300 300 (46080000)
I1215 09:43:57.274896  2411 net.cpp:159] Memory required for data: 1183680064
I1215 09:43:57.274899  2411 layer_factory.hpp:77] Creating layer pool1
I1215 09:43:57.274905  2411 net.cpp:94] Creating Layer pool1
I1215 09:43:57.274909  2411 net.cpp:435] pool1 <- conv1_2
I1215 09:43:57.274912  2411 net.cpp:409] pool1 -> pool1
I1215 09:43:57.274945  2411 net.cpp:144] Setting up pool1
I1215 09:43:57.274950  2411 net.cpp:151] Top shape: 8 64 150 150 (11520000)
I1215 09:43:57.274953  2411 net.cpp:159] Memory required for data: 1229760064
I1215 09:43:57.274955  2411 layer_factory.hpp:77] Creating layer conv2_1
I1215 09:43:57.274963  2411 net.cpp:94] Creating Layer conv2_1
I1215 09:43:57.274966  2411 net.cpp:435] conv2_1 <- pool1
I1215 09:43:57.274971  2411 net.cpp:409] conv2_1 -> conv2_1
I1215 09:43:57.275514  2411 layer_factory.hpp:77] Creating layer conv2_1
I1215 09:43:57.276914  2411 net.cpp:144] Setting up conv2_1
I1215 09:43:57.276926  2411 net.cpp:151] Top shape: 8 128 150 150 (23040000)
I1215 09:43:57.276929  2411 net.cpp:159] Memory required for data: 1321920064
I1215 09:43:57.276937  2411 layer_factory.hpp:77] Creating layer relu2_1
I1215 09:43:57.276942  2411 net.cpp:94] Creating Layer relu2_1
I1215 09:43:57.276945  2411 net.cpp:435] relu2_1 <- conv2_1
I1215 09:43:57.276950  2411 net.cpp:396] relu2_1 -> conv2_1 (in-place)
I1215 09:43:57.276955  2411 net.cpp:144] Setting up relu2_1
I1215 09:43:57.276960  2411 net.cpp:151] Top shape: 8 128 150 150 (23040000)
I1215 09:43:57.276962  2411 net.cpp:159] Memory required for data: 1414080064
I1215 09:43:57.276965  2411 layer_factory.hpp:77] Creating layer conv2_1_fixed
I1215 09:43:57.276970  2411 net.cpp:94] Creating Layer conv2_1_fixed
I1215 09:43:57.276973  2411 net.cpp:435] conv2_1_fixed <- conv2_1
I1215 09:43:57.276976  2411 net.cpp:396] conv2_1_fixed -> conv2_1 (in-place)
I1215 09:43:57.277009  2411 net.cpp:144] Setting up conv2_1_fixed
I1215 09:43:57.277014  2411 net.cpp:151] Top shape: 8 128 150 150 (23040000)
I1215 09:43:57.277016  2411 net.cpp:159] Memory required for data: 1506240064
I1215 09:43:57.277019  2411 layer_factory.hpp:77] Creating layer conv2_2
I1215 09:43:57.277029  2411 net.cpp:94] Creating Layer conv2_2
I1215 09:43:57.277030  2411 net.cpp:435] conv2_2 <- conv2_1
I1215 09:43:57.277035  2411 net.cpp:409] conv2_2 -> conv2_2
I1215 09:43:57.277941  2411 layer_factory.hpp:77] Creating layer conv2_2
I1215 09:43:57.280392  2411 net.cpp:144] Setting up conv2_2
I1215 09:43:57.280405  2411 net.cpp:151] Top shape: 8 128 150 150 (23040000)
I1215 09:43:57.280408  2411 net.cpp:159] Memory required for data: 1598400064
I1215 09:43:57.280413  2411 layer_factory.hpp:77] Creating layer relu2_2
I1215 09:43:57.280419  2411 net.cpp:94] Creating Layer relu2_2
I1215 09:43:57.280422  2411 net.cpp:435] relu2_2 <- conv2_2
I1215 09:43:57.280427  2411 net.cpp:396] relu2_2 -> conv2_2 (in-place)
I1215 09:43:57.280433  2411 net.cpp:144] Setting up relu2_2
I1215 09:43:57.280437  2411 net.cpp:151] Top shape: 8 128 150 150 (23040000)
I1215 09:43:57.280441  2411 net.cpp:159] Memory required for data: 1690560064
I1215 09:43:57.280442  2411 layer_factory.hpp:77] Creating layer conv2_2_fixed
I1215 09:43:57.280447  2411 net.cpp:94] Creating Layer conv2_2_fixed
I1215 09:43:57.280450  2411 net.cpp:435] conv2_2_fixed <- conv2_2
I1215 09:43:57.280454  2411 net.cpp:396] conv2_2_fixed -> conv2_2 (in-place)
I1215 09:43:57.280488  2411 net.cpp:144] Setting up conv2_2_fixed
I1215 09:43:57.280493  2411 net.cpp:151] Top shape: 8 128 150 150 (23040000)
I1215 09:43:57.280495  2411 net.cpp:159] Memory required for data: 1782720064
I1215 09:43:57.280499  2411 layer_factory.hpp:77] Creating layer pool2
I1215 09:43:57.280505  2411 net.cpp:94] Creating Layer pool2
I1215 09:43:57.280508  2411 net.cpp:435] pool2 <- conv2_2
I1215 09:43:57.280513  2411 net.cpp:409] pool2 -> pool2
I1215 09:43:57.280545  2411 net.cpp:144] Setting up pool2
I1215 09:43:57.280551  2411 net.cpp:151] Top shape: 8 128 75 75 (5760000)
I1215 09:43:57.280555  2411 net.cpp:159] Memory required for data: 1805760064
I1215 09:43:57.280556  2411 layer_factory.hpp:77] Creating layer conv3_1
I1215 09:43:57.280565  2411 net.cpp:94] Creating Layer conv3_1
I1215 09:43:57.280567  2411 net.cpp:435] conv3_1 <- pool2
I1215 09:43:57.280572  2411 net.cpp:409] conv3_1 -> conv3_1
I1215 09:43:57.283596  2411 layer_factory.hpp:77] Creating layer conv3_1
I1215 09:43:57.287422  2411 net.cpp:144] Setting up conv3_1
I1215 09:43:57.287436  2411 net.cpp:151] Top shape: 8 256 75 75 (11520000)
I1215 09:43:57.287437  2411 net.cpp:159] Memory required for data: 1851840064
I1215 09:43:57.287444  2411 layer_factory.hpp:77] Creating layer relu3_1
I1215 09:43:57.287449  2411 net.cpp:94] Creating Layer relu3_1
I1215 09:43:57.287452  2411 net.cpp:435] relu3_1 <- conv3_1
I1215 09:43:57.287457  2411 net.cpp:396] relu3_1 -> conv3_1 (in-place)
I1215 09:43:57.287463  2411 net.cpp:144] Setting up relu3_1
I1215 09:43:57.287467  2411 net.cpp:151] Top shape: 8 256 75 75 (11520000)
I1215 09:43:57.287469  2411 net.cpp:159] Memory required for data: 1897920064
I1215 09:43:57.287472  2411 layer_factory.hpp:77] Creating layer conv3_1_fixed
I1215 09:43:57.287477  2411 net.cpp:94] Creating Layer conv3_1_fixed
I1215 09:43:57.287479  2411 net.cpp:435] conv3_1_fixed <- conv3_1
I1215 09:43:57.287483  2411 net.cpp:396] conv3_1_fixed -> conv3_1 (in-place)
I1215 09:43:57.287518  2411 net.cpp:144] Setting up conv3_1_fixed
I1215 09:43:57.287523  2411 net.cpp:151] Top shape: 8 256 75 75 (11520000)
I1215 09:43:57.287526  2411 net.cpp:159] Memory required for data: 1944000064
I1215 09:43:57.287529  2411 layer_factory.hpp:77] Creating layer conv3_2
I1215 09:43:57.287537  2411 net.cpp:94] Creating Layer conv3_2
I1215 09:43:57.287540  2411 net.cpp:435] conv3_2 <- conv3_1
I1215 09:43:57.287545  2411 net.cpp:409] conv3_2 -> conv3_2
I1215 09:43:57.292209  2411 layer_factory.hpp:77] Creating layer conv3_2
I1215 09:43:57.297056  2411 net.cpp:144] Setting up conv3_2
I1215 09:43:57.297070  2411 net.cpp:151] Top shape: 8 256 75 75 (11520000)
I1215 09:43:57.297072  2411 net.cpp:159] Memory required for data: 1990080064
I1215 09:43:57.297082  2411 layer_factory.hpp:77] Creating layer relu3_2
I1215 09:43:57.297088  2411 net.cpp:94] Creating Layer relu3_2
I1215 09:43:57.297092  2411 net.cpp:435] relu3_2 <- conv3_2
I1215 09:43:57.297096  2411 net.cpp:396] relu3_2 -> conv3_2 (in-place)
I1215 09:43:57.297103  2411 net.cpp:144] Setting up relu3_2
I1215 09:43:57.297106  2411 net.cpp:151] Top shape: 8 256 75 75 (11520000)
I1215 09:43:57.297109  2411 net.cpp:159] Memory required for data: 2036160064
I1215 09:43:57.297111  2411 layer_factory.hpp:77] Creating layer conv3_2_fixed
I1215 09:43:57.297116  2411 net.cpp:94] Creating Layer conv3_2_fixed
I1215 09:43:57.297119  2411 net.cpp:435] conv3_2_fixed <- conv3_2
I1215 09:43:57.297123  2411 net.cpp:396] conv3_2_fixed -> conv3_2 (in-place)
I1215 09:43:57.297158  2411 net.cpp:144] Setting up conv3_2_fixed
I1215 09:43:57.297163  2411 net.cpp:151] Top shape: 8 256 75 75 (11520000)
I1215 09:43:57.297166  2411 net.cpp:159] Memory required for data: 2082240064
I1215 09:43:57.297170  2411 layer_factory.hpp:77] Creating layer conv3_3
I1215 09:43:57.297178  2411 net.cpp:94] Creating Layer conv3_3
I1215 09:43:57.297181  2411 net.cpp:435] conv3_3 <- conv3_2
I1215 09:43:57.297186  2411 net.cpp:409] conv3_3 -> conv3_3
I1215 09:43:57.301846  2411 layer_factory.hpp:77] Creating layer conv3_3
I1215 09:43:57.306579  2411 net.cpp:144] Setting up conv3_3
I1215 09:43:57.306591  2411 net.cpp:151] Top shape: 8 256 75 75 (11520000)
I1215 09:43:57.306594  2411 net.cpp:159] Memory required for data: 2128320064
I1215 09:43:57.306601  2411 layer_factory.hpp:77] Creating layer relu3_3
I1215 09:43:57.306605  2411 net.cpp:94] Creating Layer relu3_3
I1215 09:43:57.306608  2411 net.cpp:435] relu3_3 <- conv3_3
I1215 09:43:57.306613  2411 net.cpp:396] relu3_3 -> conv3_3 (in-place)
I1215 09:43:57.306619  2411 net.cpp:144] Setting up relu3_3
I1215 09:43:57.306622  2411 net.cpp:151] Top shape: 8 256 75 75 (11520000)
I1215 09:43:57.306625  2411 net.cpp:159] Memory required for data: 2174400064
I1215 09:43:57.306627  2411 layer_factory.hpp:77] Creating layer conv3_3_fixed
I1215 09:43:57.306632  2411 net.cpp:94] Creating Layer conv3_3_fixed
I1215 09:43:57.306635  2411 net.cpp:435] conv3_3_fixed <- conv3_3
I1215 09:43:57.306638  2411 net.cpp:396] conv3_3_fixed -> conv3_3 (in-place)
I1215 09:43:57.306674  2411 net.cpp:144] Setting up conv3_3_fixed
I1215 09:43:57.306679  2411 net.cpp:151] Top shape: 8 256 75 75 (11520000)
I1215 09:43:57.306682  2411 net.cpp:159] Memory required for data: 2220480064
I1215 09:43:57.306685  2411 layer_factory.hpp:77] Creating layer pool3
I1215 09:43:57.306691  2411 net.cpp:94] Creating Layer pool3
I1215 09:43:57.306694  2411 net.cpp:435] pool3 <- conv3_3
I1215 09:43:57.306699  2411 net.cpp:409] pool3 -> pool3
I1215 09:43:57.306732  2411 net.cpp:144] Setting up pool3
I1215 09:43:57.306740  2411 net.cpp:151] Top shape: 8 256 38 38 (2957312)
I1215 09:43:57.306741  2411 net.cpp:159] Memory required for data: 2232309312
I1215 09:43:57.306744  2411 layer_factory.hpp:77] Creating layer conv4_1
I1215 09:43:57.306751  2411 net.cpp:94] Creating Layer conv4_1
I1215 09:43:57.306754  2411 net.cpp:435] conv4_1 <- pool3
I1215 09:43:57.306759  2411 net.cpp:409] conv4_1 -> conv4_1
I1215 09:43:57.316148  2411 layer_factory.hpp:77] Creating layer conv4_1
I1215 09:43:57.324972  2411 net.cpp:144] Setting up conv4_1
I1215 09:43:57.324986  2411 net.cpp:151] Top shape: 8 512 38 38 (5914624)
I1215 09:43:57.324990  2411 net.cpp:159] Memory required for data: 2255967808
I1215 09:43:57.324997  2411 layer_factory.hpp:77] Creating layer relu4_1
I1215 09:43:57.325003  2411 net.cpp:94] Creating Layer relu4_1
I1215 09:43:57.325006  2411 net.cpp:435] relu4_1 <- conv4_1
I1215 09:43:57.325011  2411 net.cpp:396] relu4_1 -> conv4_1 (in-place)
I1215 09:43:57.325018  2411 net.cpp:144] Setting up relu4_1
I1215 09:43:57.325022  2411 net.cpp:151] Top shape: 8 512 38 38 (5914624)
I1215 09:43:57.325024  2411 net.cpp:159] Memory required for data: 2279626304
I1215 09:43:57.325026  2411 layer_factory.hpp:77] Creating layer conv4_1_fixed
I1215 09:43:57.325031  2411 net.cpp:94] Creating Layer conv4_1_fixed
I1215 09:43:57.325034  2411 net.cpp:435] conv4_1_fixed <- conv4_1
I1215 09:43:57.325037  2411 net.cpp:396] conv4_1_fixed -> conv4_1 (in-place)
I1215 09:43:57.325073  2411 net.cpp:144] Setting up conv4_1_fixed
I1215 09:43:57.325079  2411 net.cpp:151] Top shape: 8 512 38 38 (5914624)
I1215 09:43:57.325083  2411 net.cpp:159] Memory required for data: 2303284800
I1215 09:43:57.325085  2411 layer_factory.hpp:77] Creating layer conv4_2
I1215 09:43:57.325093  2411 net.cpp:94] Creating Layer conv4_2
I1215 09:43:57.325096  2411 net.cpp:435] conv4_2 <- conv4_1
I1215 09:43:57.325101  2411 net.cpp:409] conv4_2 -> conv4_2
I1215 09:43:57.342030  2411 layer_factory.hpp:77] Creating layer conv4_2
I1215 09:43:57.359016  2411 net.cpp:144] Setting up conv4_2
I1215 09:43:57.359033  2411 net.cpp:151] Top shape: 8 512 38 38 (5914624)
I1215 09:43:57.359036  2411 net.cpp:159] Memory required for data: 2326943296
I1215 09:43:57.359045  2411 layer_factory.hpp:77] Creating layer relu4_2
I1215 09:43:57.359052  2411 net.cpp:94] Creating Layer relu4_2
I1215 09:43:57.359056  2411 net.cpp:435] relu4_2 <- conv4_2
I1215 09:43:57.359061  2411 net.cpp:396] relu4_2 -> conv4_2 (in-place)
I1215 09:43:57.359068  2411 net.cpp:144] Setting up relu4_2
I1215 09:43:57.359072  2411 net.cpp:151] Top shape: 8 512 38 38 (5914624)
I1215 09:43:57.359074  2411 net.cpp:159] Memory required for data: 2350601792
I1215 09:43:57.359077  2411 layer_factory.hpp:77] Creating layer conv4_2_fixed
I1215 09:43:57.359086  2411 net.cpp:94] Creating Layer conv4_2_fixed
I1215 09:43:57.359088  2411 net.cpp:435] conv4_2_fixed <- conv4_2
I1215 09:43:57.359091  2411 net.cpp:396] conv4_2_fixed -> conv4_2 (in-place)
I1215 09:43:57.359127  2411 net.cpp:144] Setting up conv4_2_fixed
I1215 09:43:57.359133  2411 net.cpp:151] Top shape: 8 512 38 38 (5914624)
I1215 09:43:57.359135  2411 net.cpp:159] Memory required for data: 2374260288
I1215 09:43:57.359139  2411 layer_factory.hpp:77] Creating layer conv4_3
I1215 09:43:57.359148  2411 net.cpp:94] Creating Layer conv4_3
I1215 09:43:57.359151  2411 net.cpp:435] conv4_3 <- conv4_2
I1215 09:43:57.359156  2411 net.cpp:409] conv4_3 -> conv4_3
I1215 09:43:57.375986  2411 layer_factory.hpp:77] Creating layer conv4_3
I1215 09:43:57.392997  2411 net.cpp:144] Setting up conv4_3
I1215 09:43:57.393014  2411 net.cpp:151] Top shape: 8 512 38 38 (5914624)
I1215 09:43:57.393018  2411 net.cpp:159] Memory required for data: 2397918784
I1215 09:43:57.393025  2411 layer_factory.hpp:77] Creating layer relu4_3
I1215 09:43:57.393033  2411 net.cpp:94] Creating Layer relu4_3
I1215 09:43:57.393036  2411 net.cpp:435] relu4_3 <- conv4_3
I1215 09:43:57.393041  2411 net.cpp:396] relu4_3 -> conv4_3 (in-place)
I1215 09:43:57.393049  2411 net.cpp:144] Setting up relu4_3
I1215 09:43:57.393054  2411 net.cpp:151] Top shape: 8 512 38 38 (5914624)
I1215 09:43:57.393055  2411 net.cpp:159] Memory required for data: 2421577280
I1215 09:43:57.393059  2411 layer_factory.hpp:77] Creating layer conv4_3_fixed
I1215 09:43:57.393064  2411 net.cpp:94] Creating Layer conv4_3_fixed
I1215 09:43:57.393066  2411 net.cpp:435] conv4_3_fixed <- conv4_3
I1215 09:43:57.393069  2411 net.cpp:396] conv4_3_fixed -> conv4_3 (in-place)
I1215 09:43:57.393106  2411 net.cpp:144] Setting up conv4_3_fixed
I1215 09:43:57.393110  2411 net.cpp:151] Top shape: 8 512 38 38 (5914624)
I1215 09:43:57.393112  2411 net.cpp:159] Memory required for data: 2445235776
I1215 09:43:57.393116  2411 layer_factory.hpp:77] Creating layer conv4_3_conv4_3_fixed_0_split
I1215 09:43:57.393122  2411 net.cpp:94] Creating Layer conv4_3_conv4_3_fixed_0_split
I1215 09:43:57.393124  2411 net.cpp:435] conv4_3_conv4_3_fixed_0_split <- conv4_3
I1215 09:43:57.393129  2411 net.cpp:409] conv4_3_conv4_3_fixed_0_split -> conv4_3_conv4_3_fixed_0_split_0
I1215 09:43:57.393136  2411 net.cpp:409] conv4_3_conv4_3_fixed_0_split -> conv4_3_conv4_3_fixed_0_split_1
I1215 09:43:57.393142  2411 net.cpp:409] conv4_3_conv4_3_fixed_0_split -> conv4_3_conv4_3_fixed_0_split_2
I1215 09:43:57.393147  2411 net.cpp:409] conv4_3_conv4_3_fixed_0_split -> conv4_3_conv4_3_fixed_0_split_3
I1215 09:43:57.393200  2411 net.cpp:144] Setting up conv4_3_conv4_3_fixed_0_split
I1215 09:43:57.393206  2411 net.cpp:151] Top shape: 8 512 38 38 (5914624)
I1215 09:43:57.393210  2411 net.cpp:151] Top shape: 8 512 38 38 (5914624)
I1215 09:43:57.393213  2411 net.cpp:151] Top shape: 8 512 38 38 (5914624)
I1215 09:43:57.393216  2411 net.cpp:151] Top shape: 8 512 38 38 (5914624)
I1215 09:43:57.393219  2411 net.cpp:159] Memory required for data: 2539869760
I1215 09:43:57.393221  2411 layer_factory.hpp:77] Creating layer pool4
I1215 09:43:57.393227  2411 net.cpp:94] Creating Layer pool4
I1215 09:43:57.393230  2411 net.cpp:435] pool4 <- conv4_3_conv4_3_fixed_0_split_0
I1215 09:43:57.393235  2411 net.cpp:409] pool4 -> pool4
I1215 09:43:57.393267  2411 net.cpp:144] Setting up pool4
I1215 09:43:57.393273  2411 net.cpp:151] Top shape: 8 512 19 19 (1478656)
I1215 09:43:57.393275  2411 net.cpp:159] Memory required for data: 2545784384
I1215 09:43:57.393277  2411 layer_factory.hpp:77] Creating layer conv5_1
I1215 09:43:57.393288  2411 net.cpp:94] Creating Layer conv5_1
I1215 09:43:57.393290  2411 net.cpp:435] conv5_1 <- pool4
I1215 09:43:57.393296  2411 net.cpp:409] conv5_1 -> conv5_1
I1215 09:43:57.410104  2411 layer_factory.hpp:77] Creating layer conv5_1
I1215 09:43:57.427095  2411 net.cpp:144] Setting up conv5_1
I1215 09:43:57.427111  2411 net.cpp:151] Top shape: 8 512 19 19 (1478656)
I1215 09:43:57.427114  2411 net.cpp:159] Memory required for data: 2551699008
I1215 09:43:57.427129  2411 layer_factory.hpp:77] Creating layer relu5_1
I1215 09:43:57.427135  2411 net.cpp:94] Creating Layer relu5_1
I1215 09:43:57.427139  2411 net.cpp:435] relu5_1 <- conv5_1
I1215 09:43:57.427145  2411 net.cpp:396] relu5_1 -> conv5_1 (in-place)
I1215 09:43:57.427153  2411 net.cpp:144] Setting up relu5_1
I1215 09:43:57.427157  2411 net.cpp:151] Top shape: 8 512 19 19 (1478656)
I1215 09:43:57.427160  2411 net.cpp:159] Memory required for data: 2557613632
I1215 09:43:57.427161  2411 layer_factory.hpp:77] Creating layer conv5_1_fixed
I1215 09:43:57.427167  2411 net.cpp:94] Creating Layer conv5_1_fixed
I1215 09:43:57.427170  2411 net.cpp:435] conv5_1_fixed <- conv5_1
I1215 09:43:57.427173  2411 net.cpp:396] conv5_1_fixed -> conv5_1 (in-place)
I1215 09:43:57.427211  2411 net.cpp:144] Setting up conv5_1_fixed
I1215 09:43:57.427217  2411 net.cpp:151] Top shape: 8 512 19 19 (1478656)
I1215 09:43:57.427219  2411 net.cpp:159] Memory required for data: 2563528256
I1215 09:43:57.427223  2411 layer_factory.hpp:77] Creating layer conv5_2
I1215 09:43:57.427233  2411 net.cpp:94] Creating Layer conv5_2
I1215 09:43:57.427235  2411 net.cpp:435] conv5_2 <- conv5_1
I1215 09:43:57.427240  2411 net.cpp:409] conv5_2 -> conv5_2
I1215 09:43:57.444070  2411 layer_factory.hpp:77] Creating layer conv5_2
I1215 09:43:57.461086  2411 net.cpp:144] Setting up conv5_2
I1215 09:43:57.461102  2411 net.cpp:151] Top shape: 8 512 19 19 (1478656)
I1215 09:43:57.461105  2411 net.cpp:159] Memory required for data: 2569442880
I1215 09:43:57.461113  2411 layer_factory.hpp:77] Creating layer relu5_2
I1215 09:43:57.461122  2411 net.cpp:94] Creating Layer relu5_2
I1215 09:43:57.461124  2411 net.cpp:435] relu5_2 <- conv5_2
I1215 09:43:57.461130  2411 net.cpp:396] relu5_2 -> conv5_2 (in-place)
I1215 09:43:57.461138  2411 net.cpp:144] Setting up relu5_2
I1215 09:43:57.461141  2411 net.cpp:151] Top shape: 8 512 19 19 (1478656)
I1215 09:43:57.461143  2411 net.cpp:159] Memory required for data: 2575357504
I1215 09:43:57.461146  2411 layer_factory.hpp:77] Creating layer conv5_2_fixed
I1215 09:43:57.461151  2411 net.cpp:94] Creating Layer conv5_2_fixed
I1215 09:43:57.461154  2411 net.cpp:435] conv5_2_fixed <- conv5_2
I1215 09:43:57.461158  2411 net.cpp:396] conv5_2_fixed -> conv5_2 (in-place)
I1215 09:43:57.461194  2411 net.cpp:144] Setting up conv5_2_fixed
I1215 09:43:57.461200  2411 net.cpp:151] Top shape: 8 512 19 19 (1478656)
I1215 09:43:57.461202  2411 net.cpp:159] Memory required for data: 2581272128
I1215 09:43:57.461206  2411 layer_factory.hpp:77] Creating layer conv5_3
I1215 09:43:57.461216  2411 net.cpp:94] Creating Layer conv5_3
I1215 09:43:57.461220  2411 net.cpp:435] conv5_3 <- conv5_2
I1215 09:43:57.461225  2411 net.cpp:409] conv5_3 -> conv5_3
I1215 09:43:57.478025  2411 layer_factory.hpp:77] Creating layer conv5_3
I1215 09:43:57.494938  2411 net.cpp:144] Setting up conv5_3
I1215 09:43:57.494954  2411 net.cpp:151] Top shape: 8 512 19 19 (1478656)
I1215 09:43:57.494973  2411 net.cpp:159] Memory required for data: 2587186752
I1215 09:43:57.494982  2411 layer_factory.hpp:77] Creating layer relu5_3
I1215 09:43:57.494989  2411 net.cpp:94] Creating Layer relu5_3
I1215 09:43:57.494994  2411 net.cpp:435] relu5_3 <- conv5_3
I1215 09:43:57.494999  2411 net.cpp:396] relu5_3 -> conv5_3 (in-place)
I1215 09:43:57.495007  2411 net.cpp:144] Setting up relu5_3
I1215 09:43:57.495012  2411 net.cpp:151] Top shape: 8 512 19 19 (1478656)
I1215 09:43:57.495013  2411 net.cpp:159] Memory required for data: 2593101376
I1215 09:43:57.495015  2411 layer_factory.hpp:77] Creating layer conv5_3_fixed
I1215 09:43:57.495021  2411 net.cpp:94] Creating Layer conv5_3_fixed
I1215 09:43:57.495023  2411 net.cpp:435] conv5_3_fixed <- conv5_3
I1215 09:43:57.495028  2411 net.cpp:396] conv5_3_fixed -> conv5_3 (in-place)
I1215 09:43:57.495065  2411 net.cpp:144] Setting up conv5_3_fixed
I1215 09:43:57.495070  2411 net.cpp:151] Top shape: 8 512 19 19 (1478656)
I1215 09:43:57.495072  2411 net.cpp:159] Memory required for data: 2599016000
I1215 09:43:57.495076  2411 layer_factory.hpp:77] Creating layer pool5
I1215 09:43:57.495082  2411 net.cpp:94] Creating Layer pool5
I1215 09:43:57.495085  2411 net.cpp:435] pool5 <- conv5_3
I1215 09:43:57.495090  2411 net.cpp:409] pool5 -> pool5
I1215 09:43:57.495126  2411 net.cpp:144] Setting up pool5
I1215 09:43:57.495131  2411 net.cpp:151] Top shape: 8 512 19 19 (1478656)
I1215 09:43:57.495133  2411 net.cpp:159] Memory required for data: 2604930624
I1215 09:43:57.495136  2411 layer_factory.hpp:77] Creating layer fc6_682
I1215 09:43:57.495146  2411 net.cpp:94] Creating Layer fc6_682
I1215 09:43:57.495148  2411 net.cpp:435] fc6_682 <- pool5
I1215 09:43:57.495153  2411 net.cpp:409] fc6_682 -> fc6_682
I1215 09:43:57.517179  2411 layer_factory.hpp:77] Creating layer fc6_682
I1215 09:43:57.539371  2411 net.cpp:144] Setting up fc6_682
I1215 09:43:57.539405  2411 net.cpp:151] Top shape: 8 682 19 19 (1969616)
I1215 09:43:57.539408  2411 net.cpp:159] Memory required for data: 2612809088
I1215 09:43:57.539417  2411 layer_factory.hpp:77] Creating layer relu6
I1215 09:43:57.539423  2411 net.cpp:94] Creating Layer relu6
I1215 09:43:57.539428  2411 net.cpp:435] relu6 <- fc6_682
I1215 09:43:57.539433  2411 net.cpp:396] relu6 -> fc6_682 (in-place)
I1215 09:43:57.539443  2411 net.cpp:144] Setting up relu6
I1215 09:43:57.539446  2411 net.cpp:151] Top shape: 8 682 19 19 (1969616)
I1215 09:43:57.539448  2411 net.cpp:159] Memory required for data: 2620687552
I1215 09:43:57.539450  2411 layer_factory.hpp:77] Creating layer fc6_682_fixed
I1215 09:43:57.539456  2411 net.cpp:94] Creating Layer fc6_682_fixed
I1215 09:43:57.539458  2411 net.cpp:435] fc6_682_fixed <- fc6_682
I1215 09:43:57.539463  2411 net.cpp:396] fc6_682_fixed -> fc6_682 (in-place)
I1215 09:43:57.539500  2411 net.cpp:144] Setting up fc6_682_fixed
I1215 09:43:57.539505  2411 net.cpp:151] Top shape: 8 682 19 19 (1969616)
I1215 09:43:57.539508  2411 net.cpp:159] Memory required for data: 2628566016
I1215 09:43:57.539511  2411 layer_factory.hpp:77] Creating layer fc7_682
I1215 09:43:57.539521  2411 net.cpp:94] Creating Layer fc7_682
I1215 09:43:57.539525  2411 net.cpp:435] fc7_682 <- fc6_682
I1215 09:43:57.539528  2411 net.cpp:409] fc7_682 -> fc7_682
I1215 09:43:57.544888  2411 layer_factory.hpp:77] Creating layer fc7_682
I1215 09:43:57.550382  2411 net.cpp:144] Setting up fc7_682
I1215 09:43:57.550396  2411 net.cpp:151] Top shape: 8 1024 19 19 (2957312)
I1215 09:43:57.550415  2411 net.cpp:159] Memory required for data: 2640395264
I1215 09:43:57.550420  2411 layer_factory.hpp:77] Creating layer relu7
I1215 09:43:57.550426  2411 net.cpp:94] Creating Layer relu7
I1215 09:43:57.550431  2411 net.cpp:435] relu7 <- fc7_682
I1215 09:43:57.550436  2411 net.cpp:396] relu7 -> fc7_682 (in-place)
I1215 09:43:57.550442  2411 net.cpp:144] Setting up relu7
I1215 09:43:57.550446  2411 net.cpp:151] Top shape: 8 1024 19 19 (2957312)
I1215 09:43:57.550447  2411 net.cpp:159] Memory required for data: 2652224512
I1215 09:43:57.550465  2411 layer_factory.hpp:77] Creating layer fc7_682_fixed
I1215 09:43:57.550470  2411 net.cpp:94] Creating Layer fc7_682_fixed
I1215 09:43:57.550472  2411 net.cpp:435] fc7_682_fixed <- fc7_682
I1215 09:43:57.550477  2411 net.cpp:396] fc7_682_fixed -> fc7_682 (in-place)
I1215 09:43:57.550514  2411 net.cpp:144] Setting up fc7_682_fixed
I1215 09:43:57.550524  2411 net.cpp:151] Top shape: 8 1024 19 19 (2957312)
I1215 09:43:57.550526  2411 net.cpp:159] Memory required for data: 2664053760
I1215 09:43:57.550530  2411 layer_factory.hpp:77] Creating layer fc7_682_fc7_682_fixed_0_split
I1215 09:43:57.550536  2411 net.cpp:94] Creating Layer fc7_682_fc7_682_fixed_0_split
I1215 09:43:57.550539  2411 net.cpp:435] fc7_682_fc7_682_fixed_0_split <- fc7_682
I1215 09:43:57.550544  2411 net.cpp:409] fc7_682_fc7_682_fixed_0_split -> fc7_682_fc7_682_fixed_0_split_0
I1215 09:43:57.550550  2411 net.cpp:409] fc7_682_fc7_682_fixed_0_split -> fc7_682_fc7_682_fixed_0_split_1
I1215 09:43:57.550556  2411 net.cpp:409] fc7_682_fc7_682_fixed_0_split -> fc7_682_fc7_682_fixed_0_split_2
I1215 09:43:57.550562  2411 net.cpp:409] fc7_682_fc7_682_fixed_0_split -> fc7_682_fc7_682_fixed_0_split_3
I1215 09:43:57.550621  2411 net.cpp:144] Setting up fc7_682_fc7_682_fixed_0_split
I1215 09:43:57.550626  2411 net.cpp:151] Top shape: 8 1024 19 19 (2957312)
I1215 09:43:57.550629  2411 net.cpp:151] Top shape: 8 1024 19 19 (2957312)
I1215 09:43:57.550632  2411 net.cpp:151] Top shape: 8 1024 19 19 (2957312)
I1215 09:43:57.550635  2411 net.cpp:151] Top shape: 8 1024 19 19 (2957312)
I1215 09:43:57.550638  2411 net.cpp:159] Memory required for data: 2711370752
I1215 09:43:57.550640  2411 layer_factory.hpp:77] Creating layer conv6_1
I1215 09:43:57.550650  2411 net.cpp:94] Creating Layer conv6_1
I1215 09:43:57.550653  2411 net.cpp:435] conv6_1 <- fc7_682_fc7_682_fixed_0_split_0
I1215 09:43:57.550660  2411 net.cpp:409] conv6_1 -> conv6_1
I1215 09:43:57.552835  2411 layer_factory.hpp:77] Creating layer conv6_1
I1215 09:43:57.555117  2411 net.cpp:144] Setting up conv6_1
I1215 09:43:57.555128  2411 net.cpp:151] Top shape: 8 256 19 19 (739328)
I1215 09:43:57.555147  2411 net.cpp:159] Memory required for data: 2714328064
I1215 09:43:57.555153  2411 layer_factory.hpp:77] Creating layer conv6_1_relu
I1215 09:43:57.555158  2411 net.cpp:94] Creating Layer conv6_1_relu
I1215 09:43:57.555161  2411 net.cpp:435] conv6_1_relu <- conv6_1
I1215 09:43:57.555166  2411 net.cpp:396] conv6_1_relu -> conv6_1 (in-place)
I1215 09:43:57.555172  2411 net.cpp:144] Setting up conv6_1_relu
I1215 09:43:57.555176  2411 net.cpp:151] Top shape: 8 256 19 19 (739328)
I1215 09:43:57.555178  2411 net.cpp:159] Memory required for data: 2717285376
I1215 09:43:57.555181  2411 layer_factory.hpp:77] Creating layer conv6_1_fixed
I1215 09:43:57.555186  2411 net.cpp:94] Creating Layer conv6_1_fixed
I1215 09:43:57.555187  2411 net.cpp:435] conv6_1_fixed <- conv6_1
I1215 09:43:57.555191  2411 net.cpp:396] conv6_1_fixed -> conv6_1 (in-place)
I1215 09:43:57.555230  2411 net.cpp:144] Setting up conv6_1_fixed
I1215 09:43:57.555240  2411 net.cpp:151] Top shape: 8 256 19 19 (739328)
I1215 09:43:57.555243  2411 net.cpp:159] Memory required for data: 2720242688
I1215 09:43:57.555246  2411 layer_factory.hpp:77] Creating layer conv6_2
I1215 09:43:57.555254  2411 net.cpp:94] Creating Layer conv6_2
I1215 09:43:57.555258  2411 net.cpp:435] conv6_2 <- conv6_1
I1215 09:43:57.555263  2411 net.cpp:409] conv6_2 -> conv6_2
I1215 09:43:57.564548  2411 layer_factory.hpp:77] Creating layer conv6_2
I1215 09:43:57.573390  2411 net.cpp:144] Setting up conv6_2
I1215 09:43:57.573402  2411 net.cpp:151] Top shape: 8 512 10 10 (409600)
I1215 09:43:57.573405  2411 net.cpp:159] Memory required for data: 2721881088
I1215 09:43:57.573411  2411 layer_factory.hpp:77] Creating layer conv6_2_relu
I1215 09:43:57.573418  2411 net.cpp:94] Creating Layer conv6_2_relu
I1215 09:43:57.573422  2411 net.cpp:435] conv6_2_relu <- conv6_2
I1215 09:43:57.573427  2411 net.cpp:396] conv6_2_relu -> conv6_2 (in-place)
I1215 09:43:57.573434  2411 net.cpp:144] Setting up conv6_2_relu
I1215 09:43:57.573438  2411 net.cpp:151] Top shape: 8 512 10 10 (409600)
I1215 09:43:57.573441  2411 net.cpp:159] Memory required for data: 2723519488
I1215 09:43:57.573442  2411 layer_factory.hpp:77] Creating layer conv6_2_fixed
I1215 09:43:57.573447  2411 net.cpp:94] Creating Layer conv6_2_fixed
I1215 09:43:57.573451  2411 net.cpp:435] conv6_2_fixed <- conv6_2
I1215 09:43:57.573453  2411 net.cpp:396] conv6_2_fixed -> conv6_2 (in-place)
I1215 09:43:57.573493  2411 net.cpp:144] Setting up conv6_2_fixed
I1215 09:43:57.573499  2411 net.cpp:151] Top shape: 8 512 10 10 (409600)
I1215 09:43:57.573503  2411 net.cpp:159] Memory required for data: 2725157888
I1215 09:43:57.573505  2411 layer_factory.hpp:77] Creating layer conv6_2_conv6_2_fixed_0_split
I1215 09:43:57.573511  2411 net.cpp:94] Creating Layer conv6_2_conv6_2_fixed_0_split
I1215 09:43:57.573514  2411 net.cpp:435] conv6_2_conv6_2_fixed_0_split <- conv6_2
I1215 09:43:57.573518  2411 net.cpp:409] conv6_2_conv6_2_fixed_0_split -> conv6_2_conv6_2_fixed_0_split_0
I1215 09:43:57.573525  2411 net.cpp:409] conv6_2_conv6_2_fixed_0_split -> conv6_2_conv6_2_fixed_0_split_1
I1215 09:43:57.573531  2411 net.cpp:409] conv6_2_conv6_2_fixed_0_split -> conv6_2_conv6_2_fixed_0_split_2
I1215 09:43:57.573536  2411 net.cpp:409] conv6_2_conv6_2_fixed_0_split -> conv6_2_conv6_2_fixed_0_split_3
I1215 09:43:57.573596  2411 net.cpp:144] Setting up conv6_2_conv6_2_fixed_0_split
I1215 09:43:57.573601  2411 net.cpp:151] Top shape: 8 512 10 10 (409600)
I1215 09:43:57.573606  2411 net.cpp:151] Top shape: 8 512 10 10 (409600)
I1215 09:43:57.573607  2411 net.cpp:151] Top shape: 8 512 10 10 (409600)
I1215 09:43:57.573611  2411 net.cpp:151] Top shape: 8 512 10 10 (409600)
I1215 09:43:57.573613  2411 net.cpp:159] Memory required for data: 2731711488
I1215 09:43:57.573616  2411 layer_factory.hpp:77] Creating layer conv7_1
I1215 09:43:57.573624  2411 net.cpp:94] Creating Layer conv7_1
I1215 09:43:57.573627  2411 net.cpp:435] conv7_1 <- conv6_2_conv6_2_fixed_0_split_0
I1215 09:43:57.573633  2411 net.cpp:409] conv7_1 -> conv7_1
I1215 09:43:57.574184  2411 layer_factory.hpp:77] Creating layer conv7_1
I1215 09:43:57.574859  2411 net.cpp:144] Setting up conv7_1
I1215 09:43:57.574867  2411 net.cpp:151] Top shape: 8 128 10 10 (102400)
I1215 09:43:57.574869  2411 net.cpp:159] Memory required for data: 2732121088
I1215 09:43:57.574874  2411 layer_factory.hpp:77] Creating layer conv7_1_relu
I1215 09:43:57.574879  2411 net.cpp:94] Creating Layer conv7_1_relu
I1215 09:43:57.574883  2411 net.cpp:435] conv7_1_relu <- conv7_1
I1215 09:43:57.574887  2411 net.cpp:396] conv7_1_relu -> conv7_1 (in-place)
I1215 09:43:57.574892  2411 net.cpp:144] Setting up conv7_1_relu
I1215 09:43:57.574895  2411 net.cpp:151] Top shape: 8 128 10 10 (102400)
I1215 09:43:57.574898  2411 net.cpp:159] Memory required for data: 2732530688
I1215 09:43:57.574901  2411 layer_factory.hpp:77] Creating layer conv7_1_fixed
I1215 09:43:57.574908  2411 net.cpp:94] Creating Layer conv7_1_fixed
I1215 09:43:57.574910  2411 net.cpp:435] conv7_1_fixed <- conv7_1
I1215 09:43:57.574914  2411 net.cpp:396] conv7_1_fixed -> conv7_1 (in-place)
I1215 09:43:57.574951  2411 net.cpp:144] Setting up conv7_1_fixed
I1215 09:43:57.574957  2411 net.cpp:151] Top shape: 8 128 10 10 (102400)
I1215 09:43:57.574960  2411 net.cpp:159] Memory required for data: 2732940288
I1215 09:43:57.574965  2411 layer_factory.hpp:77] Creating layer conv7_2
I1215 09:43:57.574971  2411 net.cpp:94] Creating Layer conv7_2
I1215 09:43:57.574975  2411 net.cpp:435] conv7_2 <- conv7_1
I1215 09:43:57.574978  2411 net.cpp:409] conv7_2 -> conv7_2
I1215 09:43:57.577949  2411 layer_factory.hpp:77] Creating layer conv7_2
I1215 09:43:57.581100  2411 net.cpp:144] Setting up conv7_2
I1215 09:43:57.581112  2411 net.cpp:151] Top shape: 8 256 5 5 (51200)
I1215 09:43:57.581115  2411 net.cpp:159] Memory required for data: 2733145088
I1215 09:43:57.581121  2411 layer_factory.hpp:77] Creating layer conv7_2_relu
I1215 09:43:57.581126  2411 net.cpp:94] Creating Layer conv7_2_relu
I1215 09:43:57.581130  2411 net.cpp:435] conv7_2_relu <- conv7_2
I1215 09:43:57.581135  2411 net.cpp:396] conv7_2_relu -> conv7_2 (in-place)
I1215 09:43:57.581141  2411 net.cpp:144] Setting up conv7_2_relu
I1215 09:43:57.581145  2411 net.cpp:151] Top shape: 8 256 5 5 (51200)
I1215 09:43:57.581147  2411 net.cpp:159] Memory required for data: 2733349888
I1215 09:43:57.581149  2411 layer_factory.hpp:77] Creating layer conv7_2_fixed
I1215 09:43:57.581154  2411 net.cpp:94] Creating Layer conv7_2_fixed
I1215 09:43:57.581156  2411 net.cpp:435] conv7_2_fixed <- conv7_2
I1215 09:43:57.581161  2411 net.cpp:396] conv7_2_fixed -> conv7_2 (in-place)
I1215 09:43:57.581198  2411 net.cpp:144] Setting up conv7_2_fixed
I1215 09:43:57.581205  2411 net.cpp:151] Top shape: 8 256 5 5 (51200)
I1215 09:43:57.581207  2411 net.cpp:159] Memory required for data: 2733554688
I1215 09:43:57.581212  2411 layer_factory.hpp:77] Creating layer conv7_2_conv7_2_fixed_0_split
I1215 09:43:57.581216  2411 net.cpp:94] Creating Layer conv7_2_conv7_2_fixed_0_split
I1215 09:43:57.581219  2411 net.cpp:435] conv7_2_conv7_2_fixed_0_split <- conv7_2
I1215 09:43:57.581224  2411 net.cpp:409] conv7_2_conv7_2_fixed_0_split -> conv7_2_conv7_2_fixed_0_split_0
I1215 09:43:57.581230  2411 net.cpp:409] conv7_2_conv7_2_fixed_0_split -> conv7_2_conv7_2_fixed_0_split_1
I1215 09:43:57.581236  2411 net.cpp:409] conv7_2_conv7_2_fixed_0_split -> conv7_2_conv7_2_fixed_0_split_2
I1215 09:43:57.581243  2411 net.cpp:409] conv7_2_conv7_2_fixed_0_split -> conv7_2_conv7_2_fixed_0_split_3
I1215 09:43:57.581301  2411 net.cpp:144] Setting up conv7_2_conv7_2_fixed_0_split
I1215 09:43:57.581307  2411 net.cpp:151] Top shape: 8 256 5 5 (51200)
I1215 09:43:57.581311  2411 net.cpp:151] Top shape: 8 256 5 5 (51200)
I1215 09:43:57.581315  2411 net.cpp:151] Top shape: 8 256 5 5 (51200)
I1215 09:43:57.581317  2411 net.cpp:151] Top shape: 8 256 5 5 (51200)
I1215 09:43:57.581320  2411 net.cpp:159] Memory required for data: 2734373888
I1215 09:43:57.581322  2411 layer_factory.hpp:77] Creating layer conv8_1
I1215 09:43:57.581331  2411 net.cpp:94] Creating Layer conv8_1
I1215 09:43:57.581336  2411 net.cpp:435] conv8_1 <- conv7_2_conv7_2_fixed_0_split_0
I1215 09:43:57.581341  2411 net.cpp:409] conv8_1 -> conv8_1
I1215 09:43:57.582336  2411 layer_factory.hpp:77] Creating layer conv8_1
I1215 09:43:57.582847  2411 net.cpp:144] Setting up conv8_1
I1215 09:43:57.582856  2411 net.cpp:151] Top shape: 8 128 5 5 (25600)
I1215 09:43:57.582859  2411 net.cpp:159] Memory required for data: 2734476288
I1215 09:43:57.582864  2411 layer_factory.hpp:77] Creating layer conv8_1_relu
I1215 09:43:57.582870  2411 net.cpp:94] Creating Layer conv8_1_relu
I1215 09:43:57.582872  2411 net.cpp:435] conv8_1_relu <- conv8_1
I1215 09:43:57.582877  2411 net.cpp:396] conv8_1_relu -> conv8_1 (in-place)
I1215 09:43:57.582883  2411 net.cpp:144] Setting up conv8_1_relu
I1215 09:43:57.582886  2411 net.cpp:151] Top shape: 8 128 5 5 (25600)
I1215 09:43:57.582890  2411 net.cpp:159] Memory required for data: 2734578688
I1215 09:43:57.582891  2411 layer_factory.hpp:77] Creating layer conv8_1_fixed
I1215 09:43:57.582895  2411 net.cpp:94] Creating Layer conv8_1_fixed
I1215 09:43:57.582898  2411 net.cpp:435] conv8_1_fixed <- conv8_1
I1215 09:43:57.582901  2411 net.cpp:396] conv8_1_fixed -> conv8_1 (in-place)
I1215 09:43:57.582940  2411 net.cpp:144] Setting up conv8_1_fixed
I1215 09:43:57.582947  2411 net.cpp:151] Top shape: 8 128 5 5 (25600)
I1215 09:43:57.582948  2411 net.cpp:159] Memory required for data: 2734681088
I1215 09:43:57.582952  2411 layer_factory.hpp:77] Creating layer conv8_2
I1215 09:43:57.582960  2411 net.cpp:94] Creating Layer conv8_2
I1215 09:43:57.582963  2411 net.cpp:435] conv8_2 <- conv8_1
I1215 09:43:57.582968  2411 net.cpp:409] conv8_2 -> conv8_2
I1215 09:43:57.585932  2411 layer_factory.hpp:77] Creating layer conv8_2
I1215 09:43:57.589066  2411 net.cpp:144] Setting up conv8_2
I1215 09:43:57.589077  2411 net.cpp:151] Top shape: 8 256 3 3 (18432)
I1215 09:43:57.589081  2411 net.cpp:159] Memory required for data: 2734754816
I1215 09:43:57.589087  2411 layer_factory.hpp:77] Creating layer conv8_2_relu
I1215 09:43:57.589092  2411 net.cpp:94] Creating Layer conv8_2_relu
I1215 09:43:57.589094  2411 net.cpp:435] conv8_2_relu <- conv8_2
I1215 09:43:57.589099  2411 net.cpp:396] conv8_2_relu -> conv8_2 (in-place)
I1215 09:43:57.589105  2411 net.cpp:144] Setting up conv8_2_relu
I1215 09:43:57.589108  2411 net.cpp:151] Top shape: 8 256 3 3 (18432)
I1215 09:43:57.589112  2411 net.cpp:159] Memory required for data: 2734828544
I1215 09:43:57.589113  2411 layer_factory.hpp:77] Creating layer conv8_2_fixed
I1215 09:43:57.589118  2411 net.cpp:94] Creating Layer conv8_2_fixed
I1215 09:43:57.589120  2411 net.cpp:435] conv8_2_fixed <- conv8_2
I1215 09:43:57.589124  2411 net.cpp:396] conv8_2_fixed -> conv8_2 (in-place)
I1215 09:43:57.589164  2411 net.cpp:144] Setting up conv8_2_fixed
I1215 09:43:57.589169  2411 net.cpp:151] Top shape: 8 256 3 3 (18432)
I1215 09:43:57.589170  2411 net.cpp:159] Memory required for data: 2734902272
I1215 09:43:57.589174  2411 layer_factory.hpp:77] Creating layer conv8_2_conv8_2_fixed_0_split
I1215 09:43:57.589179  2411 net.cpp:94] Creating Layer conv8_2_conv8_2_fixed_0_split
I1215 09:43:57.589181  2411 net.cpp:435] conv8_2_conv8_2_fixed_0_split <- conv8_2
I1215 09:43:57.589186  2411 net.cpp:409] conv8_2_conv8_2_fixed_0_split -> conv8_2_conv8_2_fixed_0_split_0
I1215 09:43:57.589192  2411 net.cpp:409] conv8_2_conv8_2_fixed_0_split -> conv8_2_conv8_2_fixed_0_split_1
I1215 09:43:57.589198  2411 net.cpp:409] conv8_2_conv8_2_fixed_0_split -> conv8_2_conv8_2_fixed_0_split_2
I1215 09:43:57.589203  2411 net.cpp:409] conv8_2_conv8_2_fixed_0_split -> conv8_2_conv8_2_fixed_0_split_3
I1215 09:43:57.589263  2411 net.cpp:144] Setting up conv8_2_conv8_2_fixed_0_split
I1215 09:43:57.589269  2411 net.cpp:151] Top shape: 8 256 3 3 (18432)
I1215 09:43:57.589273  2411 net.cpp:151] Top shape: 8 256 3 3 (18432)
I1215 09:43:57.589277  2411 net.cpp:151] Top shape: 8 256 3 3 (18432)
I1215 09:43:57.589279  2411 net.cpp:151] Top shape: 8 256 3 3 (18432)
I1215 09:43:57.589282  2411 net.cpp:159] Memory required for data: 2735197184
I1215 09:43:57.589284  2411 layer_factory.hpp:77] Creating layer conv9_1
I1215 09:43:57.589293  2411 net.cpp:94] Creating Layer conv9_1
I1215 09:43:57.589295  2411 net.cpp:435] conv9_1 <- conv8_2_conv8_2_fixed_0_split_0
I1215 09:43:57.589300  2411 net.cpp:409] conv9_1 -> conv9_1
I1215 09:43:57.589659  2411 layer_factory.hpp:77] Creating layer conv9_1
I1215 09:43:57.590162  2411 net.cpp:144] Setting up conv9_1
I1215 09:43:57.590170  2411 net.cpp:151] Top shape: 8 128 3 3 (9216)
I1215 09:43:57.590173  2411 net.cpp:159] Memory required for data: 2735234048
I1215 09:43:57.590184  2411 layer_factory.hpp:77] Creating layer conv9_1_relu
I1215 09:43:57.590189  2411 net.cpp:94] Creating Layer conv9_1_relu
I1215 09:43:57.590193  2411 net.cpp:435] conv9_1_relu <- conv9_1
I1215 09:43:57.590196  2411 net.cpp:396] conv9_1_relu -> conv9_1 (in-place)
I1215 09:43:57.590203  2411 net.cpp:144] Setting up conv9_1_relu
I1215 09:43:57.590205  2411 net.cpp:151] Top shape: 8 128 3 3 (9216)
I1215 09:43:57.590209  2411 net.cpp:159] Memory required for data: 2735270912
I1215 09:43:57.590210  2411 layer_factory.hpp:77] Creating layer conv9_1_fixed
I1215 09:43:57.590215  2411 net.cpp:94] Creating Layer conv9_1_fixed
I1215 09:43:57.590217  2411 net.cpp:435] conv9_1_fixed <- conv9_1
I1215 09:43:57.590221  2411 net.cpp:396] conv9_1_fixed -> conv9_1 (in-place)
I1215 09:43:57.590260  2411 net.cpp:144] Setting up conv9_1_fixed
I1215 09:43:57.590266  2411 net.cpp:151] Top shape: 8 128 3 3 (9216)
I1215 09:43:57.590268  2411 net.cpp:159] Memory required for data: 2735307776
I1215 09:43:57.590272  2411 layer_factory.hpp:77] Creating layer conv9_2
I1215 09:43:57.590281  2411 net.cpp:94] Creating Layer conv9_2
I1215 09:43:57.590283  2411 net.cpp:435] conv9_2 <- conv9_1
I1215 09:43:57.590287  2411 net.cpp:409] conv9_2 -> conv9_2
I1215 09:43:57.593272  2411 layer_factory.hpp:77] Creating layer conv9_2
I1215 09:43:57.596453  2411 net.cpp:144] Setting up conv9_2
I1215 09:43:57.596465  2411 net.cpp:151] Top shape: 8 256 1 1 (2048)
I1215 09:43:57.596468  2411 net.cpp:159] Memory required for data: 2735315968
I1215 09:43:57.596474  2411 layer_factory.hpp:77] Creating layer conv9_2_relu
I1215 09:43:57.596479  2411 net.cpp:94] Creating Layer conv9_2_relu
I1215 09:43:57.596483  2411 net.cpp:435] conv9_2_relu <- conv9_2
I1215 09:43:57.596488  2411 net.cpp:396] conv9_2_relu -> conv9_2 (in-place)
I1215 09:43:57.596494  2411 net.cpp:144] Setting up conv9_2_relu
I1215 09:43:57.596498  2411 net.cpp:151] Top shape: 8 256 1 1 (2048)
I1215 09:43:57.596500  2411 net.cpp:159] Memory required for data: 2735324160
I1215 09:43:57.596503  2411 layer_factory.hpp:77] Creating layer conv9_2_fixed
I1215 09:43:57.596508  2411 net.cpp:94] Creating Layer conv9_2_fixed
I1215 09:43:57.596510  2411 net.cpp:435] conv9_2_fixed <- conv9_2
I1215 09:43:57.596514  2411 net.cpp:396] conv9_2_fixed -> conv9_2 (in-place)
I1215 09:43:57.596552  2411 net.cpp:144] Setting up conv9_2_fixed
I1215 09:43:57.596559  2411 net.cpp:151] Top shape: 8 256 1 1 (2048)
I1215 09:43:57.596561  2411 net.cpp:159] Memory required for data: 2735332352
I1215 09:43:57.596565  2411 layer_factory.hpp:77] Creating layer conv9_2_conv9_2_fixed_0_split
I1215 09:43:57.596570  2411 net.cpp:94] Creating Layer conv9_2_conv9_2_fixed_0_split
I1215 09:43:57.596572  2411 net.cpp:435] conv9_2_conv9_2_fixed_0_split <- conv9_2
I1215 09:43:57.596577  2411 net.cpp:409] conv9_2_conv9_2_fixed_0_split -> conv9_2_conv9_2_fixed_0_split_0
I1215 09:43:57.596585  2411 net.cpp:409] conv9_2_conv9_2_fixed_0_split -> conv9_2_conv9_2_fixed_0_split_1
I1215 09:43:57.596590  2411 net.cpp:409] conv9_2_conv9_2_fixed_0_split -> conv9_2_conv9_2_fixed_0_split_2
I1215 09:43:57.596638  2411 net.cpp:144] Setting up conv9_2_conv9_2_fixed_0_split
I1215 09:43:57.596644  2411 net.cpp:151] Top shape: 8 256 1 1 (2048)
I1215 09:43:57.596648  2411 net.cpp:151] Top shape: 8 256 1 1 (2048)
I1215 09:43:57.596652  2411 net.cpp:151] Top shape: 8 256 1 1 (2048)
I1215 09:43:57.596653  2411 net.cpp:159] Memory required for data: 2735356928
I1215 09:43:57.596655  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc
I1215 09:43:57.596664  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_loc
I1215 09:43:57.596668  2411 net.cpp:435] conv4_3_norm_mbox_loc <- conv4_3_conv4_3_fixed_0_split_1
I1215 09:43:57.596674  2411 net.cpp:409] conv4_3_norm_mbox_loc -> conv4_3_norm_mbox_loc
I1215 09:43:57.597254  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc
I1215 09:43:57.598698  2411 net.cpp:144] Setting up conv4_3_norm_mbox_loc
I1215 09:43:57.598708  2411 net.cpp:151] Top shape: 8 16 38 38 (184832)
I1215 09:43:57.598711  2411 net.cpp:159] Memory required for data: 2736096256
I1215 09:43:57.598716  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc_fixed
I1215 09:43:57.598722  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_loc_fixed
I1215 09:43:57.598726  2411 net.cpp:435] conv4_3_norm_mbox_loc_fixed <- conv4_3_norm_mbox_loc
I1215 09:43:57.598731  2411 net.cpp:396] conv4_3_norm_mbox_loc_fixed -> conv4_3_norm_mbox_loc (in-place)
I1215 09:43:57.598769  2411 net.cpp:144] Setting up conv4_3_norm_mbox_loc_fixed
I1215 09:43:57.598775  2411 net.cpp:151] Top shape: 8 16 38 38 (184832)
I1215 09:43:57.598778  2411 net.cpp:159] Memory required for data: 2736835584
I1215 09:43:57.598781  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc_perm
I1215 09:43:57.598788  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_loc_perm
I1215 09:43:57.598791  2411 net.cpp:435] conv4_3_norm_mbox_loc_perm <- conv4_3_norm_mbox_loc
I1215 09:43:57.598795  2411 net.cpp:409] conv4_3_norm_mbox_loc_perm -> conv4_3_norm_mbox_loc_perm
I1215 09:43:57.598896  2411 net.cpp:144] Setting up conv4_3_norm_mbox_loc_perm
I1215 09:43:57.598902  2411 net.cpp:151] Top shape: 8 38 38 16 (184832)
I1215 09:43:57.598906  2411 net.cpp:159] Memory required for data: 2737574912
I1215 09:43:57.598907  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc_flat
I1215 09:43:57.598913  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_loc_flat
I1215 09:43:57.598915  2411 net.cpp:435] conv4_3_norm_mbox_loc_flat <- conv4_3_norm_mbox_loc_perm
I1215 09:43:57.598920  2411 net.cpp:409] conv4_3_norm_mbox_loc_flat -> conv4_3_norm_mbox_loc_flat
I1215 09:43:57.598944  2411 net.cpp:144] Setting up conv4_3_norm_mbox_loc_flat
I1215 09:43:57.598949  2411 net.cpp:151] Top shape: 8 23104 (184832)
I1215 09:43:57.598953  2411 net.cpp:159] Memory required for data: 2738314240
I1215 09:43:57.598954  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf
I1215 09:43:57.598963  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_conf
I1215 09:43:57.598966  2411 net.cpp:435] conv4_3_norm_mbox_conf <- conv4_3_conv4_3_fixed_0_split_2
I1215 09:43:57.598971  2411 net.cpp:409] conv4_3_norm_mbox_conf -> conv4_3_norm_mbox_conf
I1215 09:43:57.602463  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf
I1215 09:43:57.606127  2411 net.cpp:144] Setting up conv4_3_norm_mbox_conf
I1215 09:43:57.606138  2411 net.cpp:151] Top shape: 8 84 38 38 (970368)
I1215 09:43:57.606142  2411 net.cpp:159] Memory required for data: 2742195712
I1215 09:43:57.606148  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf_fixed
I1215 09:43:57.606154  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_conf_fixed
I1215 09:43:57.606158  2411 net.cpp:435] conv4_3_norm_mbox_conf_fixed <- conv4_3_norm_mbox_conf
I1215 09:43:57.606163  2411 net.cpp:396] conv4_3_norm_mbox_conf_fixed -> conv4_3_norm_mbox_conf (in-place)
I1215 09:43:57.606204  2411 net.cpp:144] Setting up conv4_3_norm_mbox_conf_fixed
I1215 09:43:57.606211  2411 net.cpp:151] Top shape: 8 84 38 38 (970368)
I1215 09:43:57.606214  2411 net.cpp:159] Memory required for data: 2746077184
I1215 09:43:57.606217  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf_perm
I1215 09:43:57.606223  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_conf_perm
I1215 09:43:57.606226  2411 net.cpp:435] conv4_3_norm_mbox_conf_perm <- conv4_3_norm_mbox_conf
I1215 09:43:57.606231  2411 net.cpp:409] conv4_3_norm_mbox_conf_perm -> conv4_3_norm_mbox_conf_perm
I1215 09:43:57.606339  2411 net.cpp:144] Setting up conv4_3_norm_mbox_conf_perm
I1215 09:43:57.606348  2411 net.cpp:151] Top shape: 8 38 38 84 (970368)
I1215 09:43:57.606349  2411 net.cpp:159] Memory required for data: 2749958656
I1215 09:43:57.606353  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf_flat
I1215 09:43:57.606357  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_conf_flat
I1215 09:43:57.606360  2411 net.cpp:435] conv4_3_norm_mbox_conf_flat <- conv4_3_norm_mbox_conf_perm
I1215 09:43:57.606365  2411 net.cpp:409] conv4_3_norm_mbox_conf_flat -> conv4_3_norm_mbox_conf_flat
I1215 09:43:57.606390  2411 net.cpp:144] Setting up conv4_3_norm_mbox_conf_flat
I1215 09:43:57.606396  2411 net.cpp:151] Top shape: 8 121296 (970368)
I1215 09:43:57.606398  2411 net.cpp:159] Memory required for data: 2753840128
I1215 09:43:57.606401  2411 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_priorbox
I1215 09:43:57.606407  2411 net.cpp:94] Creating Layer conv4_3_norm_mbox_priorbox
I1215 09:43:57.606410  2411 net.cpp:435] conv4_3_norm_mbox_priorbox <- conv4_3_conv4_3_fixed_0_split_3
I1215 09:43:57.606415  2411 net.cpp:435] conv4_3_norm_mbox_priorbox <- data_data_fixed_0_split_1
I1215 09:43:57.606420  2411 net.cpp:409] conv4_3_norm_mbox_priorbox -> conv4_3_norm_mbox_priorbox
I1215 09:43:57.606447  2411 net.cpp:144] Setting up conv4_3_norm_mbox_priorbox
I1215 09:43:57.606453  2411 net.cpp:151] Top shape: 1 2 23104 (46208)
I1215 09:43:57.606456  2411 net.cpp:159] Memory required for data: 2754024960
I1215 09:43:57.606458  2411 layer_factory.hpp:77] Creating layer fc7_mbox_loc
I1215 09:43:57.606467  2411 net.cpp:94] Creating Layer fc7_mbox_loc
I1215 09:43:57.606470  2411 net.cpp:435] fc7_mbox_loc <- fc7_682_fc7_682_fixed_0_split_1
I1215 09:43:57.606477  2411 net.cpp:409] fc7_mbox_loc -> fc7_mbox_loc
I1215 09:43:57.607823  2411 layer_factory.hpp:77] Creating layer fc7_mbox_loc
I1215 09:43:57.609331  2411 net.cpp:144] Setting up fc7_mbox_loc
I1215 09:43:57.609339  2411 net.cpp:151] Top shape: 8 24 19 19 (69312)
I1215 09:43:57.609342  2411 net.cpp:159] Memory required for data: 2754302208
I1215 09:43:57.609347  2411 layer_factory.hpp:77] Creating layer fc7_mbox_loc_fixed
I1215 09:43:57.609352  2411 net.cpp:94] Creating Layer fc7_mbox_loc_fixed
I1215 09:43:57.609355  2411 net.cpp:435] fc7_mbox_loc_fixed <- fc7_mbox_loc
I1215 09:43:57.609360  2411 net.cpp:396] fc7_mbox_loc_fixed -> fc7_mbox_loc (in-place)
I1215 09:43:57.609400  2411 net.cpp:144] Setting up fc7_mbox_loc_fixed
I1215 09:43:57.609405  2411 net.cpp:151] Top shape: 8 24 19 19 (69312)
I1215 09:43:57.609406  2411 net.cpp:159] Memory required for data: 2754579456
I1215 09:43:57.609411  2411 layer_factory.hpp:77] Creating layer fc7_mbox_loc_perm
I1215 09:43:57.609416  2411 net.cpp:94] Creating Layer fc7_mbox_loc_perm
I1215 09:43:57.609418  2411 net.cpp:435] fc7_mbox_loc_perm <- fc7_mbox_loc
I1215 09:43:57.609422  2411 net.cpp:409] fc7_mbox_loc_perm -> fc7_mbox_loc_perm
I1215 09:43:57.609524  2411 net.cpp:144] Setting up fc7_mbox_loc_perm
I1215 09:43:57.609530  2411 net.cpp:151] Top shape: 8 19 19 24 (69312)
I1215 09:43:57.609534  2411 net.cpp:159] Memory required for data: 2754856704
I1215 09:43:57.609535  2411 layer_factory.hpp:77] Creating layer fc7_mbox_loc_flat
I1215 09:43:57.609540  2411 net.cpp:94] Creating Layer fc7_mbox_loc_flat
I1215 09:43:57.609544  2411 net.cpp:435] fc7_mbox_loc_flat <- fc7_mbox_loc_perm
I1215 09:43:57.609547  2411 net.cpp:409] fc7_mbox_loc_flat -> fc7_mbox_loc_flat
I1215 09:43:57.609571  2411 net.cpp:144] Setting up fc7_mbox_loc_flat
I1215 09:43:57.609575  2411 net.cpp:151] Top shape: 8 8664 (69312)
I1215 09:43:57.609577  2411 net.cpp:159] Memory required for data: 2755133952
I1215 09:43:57.609580  2411 layer_factory.hpp:77] Creating layer fc7_mbox_conf
I1215 09:43:57.609587  2411 net.cpp:94] Creating Layer fc7_mbox_conf
I1215 09:43:57.609591  2411 net.cpp:435] fc7_mbox_conf <- fc7_682_fc7_682_fixed_0_split_2
I1215 09:43:57.609596  2411 net.cpp:409] fc7_mbox_conf -> fc7_mbox_conf
I1215 09:43:57.618175  2411 layer_factory.hpp:77] Creating layer fc7_mbox_conf
I1215 09:43:57.626960  2411 net.cpp:144] Setting up fc7_mbox_conf
I1215 09:43:57.626973  2411 net.cpp:151] Top shape: 8 126 19 19 (363888)
I1215 09:43:57.626976  2411 net.cpp:159] Memory required for data: 2756589504
I1215 09:43:57.626983  2411 layer_factory.hpp:77] Creating layer fc7_mbox_conf_fixed
I1215 09:43:57.626989  2411 net.cpp:94] Creating Layer fc7_mbox_conf_fixed
I1215 09:43:57.626994  2411 net.cpp:435] fc7_mbox_conf_fixed <- fc7_mbox_conf
I1215 09:43:57.627001  2411 net.cpp:396] fc7_mbox_conf_fixed -> fc7_mbox_conf (in-place)
I1215 09:43:57.627043  2411 net.cpp:144] Setting up fc7_mbox_conf_fixed
I1215 09:43:57.627048  2411 net.cpp:151] Top shape: 8 126 19 19 (363888)
I1215 09:43:57.627050  2411 net.cpp:159] Memory required for data: 2758045056
I1215 09:43:57.627054  2411 layer_factory.hpp:77] Creating layer fc7_mbox_conf_perm
I1215 09:43:57.627060  2411 net.cpp:94] Creating Layer fc7_mbox_conf_perm
I1215 09:43:57.627063  2411 net.cpp:435] fc7_mbox_conf_perm <- fc7_mbox_conf
I1215 09:43:57.627068  2411 net.cpp:409] fc7_mbox_conf_perm -> fc7_mbox_conf_perm
I1215 09:43:57.627173  2411 net.cpp:144] Setting up fc7_mbox_conf_perm
I1215 09:43:57.627180  2411 net.cpp:151] Top shape: 8 19 19 126 (363888)
I1215 09:43:57.627182  2411 net.cpp:159] Memory required for data: 2759500608
I1215 09:43:57.627185  2411 layer_factory.hpp:77] Creating layer fc7_mbox_conf_flat
I1215 09:43:57.627190  2411 net.cpp:94] Creating Layer fc7_mbox_conf_flat
I1215 09:43:57.627193  2411 net.cpp:435] fc7_mbox_conf_flat <- fc7_mbox_conf_perm
I1215 09:43:57.627198  2411 net.cpp:409] fc7_mbox_conf_flat -> fc7_mbox_conf_flat
I1215 09:43:57.627223  2411 net.cpp:144] Setting up fc7_mbox_conf_flat
I1215 09:43:57.627228  2411 net.cpp:151] Top shape: 8 45486 (363888)
I1215 09:43:57.627230  2411 net.cpp:159] Memory required for data: 2760956160
I1215 09:43:57.627233  2411 layer_factory.hpp:77] Creating layer fc7_mbox_priorbox
I1215 09:43:57.627239  2411 net.cpp:94] Creating Layer fc7_mbox_priorbox
I1215 09:43:57.627243  2411 net.cpp:435] fc7_mbox_priorbox <- fc7_682_fc7_682_fixed_0_split_3
I1215 09:43:57.627248  2411 net.cpp:435] fc7_mbox_priorbox <- data_data_fixed_0_split_2
I1215 09:43:57.627252  2411 net.cpp:409] fc7_mbox_priorbox -> fc7_mbox_priorbox
I1215 09:43:57.627279  2411 net.cpp:144] Setting up fc7_mbox_priorbox
I1215 09:43:57.627285  2411 net.cpp:151] Top shape: 1 2 8664 (17328)
I1215 09:43:57.627287  2411 net.cpp:159] Memory required for data: 2761025472
I1215 09:43:57.627290  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc
I1215 09:43:57.627300  2411 net.cpp:94] Creating Layer conv6_2_mbox_loc
I1215 09:43:57.627302  2411 net.cpp:435] conv6_2_mbox_loc <- conv6_2_conv6_2_fixed_0_split_1
I1215 09:43:57.627308  2411 net.cpp:409] conv6_2_mbox_loc -> conv6_2_mbox_loc
I1215 09:43:57.628110  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc
I1215 09:43:57.629070  2411 net.cpp:144] Setting up conv6_2_mbox_loc
I1215 09:43:57.629077  2411 net.cpp:151] Top shape: 8 24 10 10 (19200)
I1215 09:43:57.629079  2411 net.cpp:159] Memory required for data: 2761102272
I1215 09:43:57.629086  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc_fixed
I1215 09:43:57.629091  2411 net.cpp:94] Creating Layer conv6_2_mbox_loc_fixed
I1215 09:43:57.629093  2411 net.cpp:435] conv6_2_mbox_loc_fixed <- conv6_2_mbox_loc
I1215 09:43:57.629098  2411 net.cpp:396] conv6_2_mbox_loc_fixed -> conv6_2_mbox_loc (in-place)
I1215 09:43:57.629138  2411 net.cpp:144] Setting up conv6_2_mbox_loc_fixed
I1215 09:43:57.629143  2411 net.cpp:151] Top shape: 8 24 10 10 (19200)
I1215 09:43:57.629145  2411 net.cpp:159] Memory required for data: 2761179072
I1215 09:43:57.629149  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc_perm
I1215 09:43:57.629154  2411 net.cpp:94] Creating Layer conv6_2_mbox_loc_perm
I1215 09:43:57.629158  2411 net.cpp:435] conv6_2_mbox_loc_perm <- conv6_2_mbox_loc
I1215 09:43:57.629163  2411 net.cpp:409] conv6_2_mbox_loc_perm -> conv6_2_mbox_loc_perm
I1215 09:43:57.629266  2411 net.cpp:144] Setting up conv6_2_mbox_loc_perm
I1215 09:43:57.629272  2411 net.cpp:151] Top shape: 8 10 10 24 (19200)
I1215 09:43:57.629274  2411 net.cpp:159] Memory required for data: 2761255872
I1215 09:43:57.629277  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc_flat
I1215 09:43:57.629282  2411 net.cpp:94] Creating Layer conv6_2_mbox_loc_flat
I1215 09:43:57.629285  2411 net.cpp:435] conv6_2_mbox_loc_flat <- conv6_2_mbox_loc_perm
I1215 09:43:57.629290  2411 net.cpp:409] conv6_2_mbox_loc_flat -> conv6_2_mbox_loc_flat
I1215 09:43:57.629314  2411 net.cpp:144] Setting up conv6_2_mbox_loc_flat
I1215 09:43:57.629320  2411 net.cpp:151] Top shape: 8 2400 (19200)
I1215 09:43:57.629323  2411 net.cpp:159] Memory required for data: 2761332672
I1215 09:43:57.629325  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf
I1215 09:43:57.629333  2411 net.cpp:94] Creating Layer conv6_2_mbox_conf
I1215 09:43:57.629336  2411 net.cpp:435] conv6_2_mbox_conf <- conv6_2_conv6_2_fixed_0_split_2
I1215 09:43:57.629341  2411 net.cpp:409] conv6_2_mbox_conf -> conv6_2_mbox_conf
I1215 09:43:57.633934  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf
I1215 09:43:57.638649  2411 net.cpp:144] Setting up conv6_2_mbox_conf
I1215 09:43:57.638661  2411 net.cpp:151] Top shape: 8 126 10 10 (100800)
I1215 09:43:57.638664  2411 net.cpp:159] Memory required for data: 2761735872
I1215 09:43:57.638669  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf_fixed
I1215 09:43:57.638675  2411 net.cpp:94] Creating Layer conv6_2_mbox_conf_fixed
I1215 09:43:57.638679  2411 net.cpp:435] conv6_2_mbox_conf_fixed <- conv6_2_mbox_conf
I1215 09:43:57.638684  2411 net.cpp:396] conv6_2_mbox_conf_fixed -> conv6_2_mbox_conf (in-place)
I1215 09:43:57.638727  2411 net.cpp:144] Setting up conv6_2_mbox_conf_fixed
I1215 09:43:57.638733  2411 net.cpp:151] Top shape: 8 126 10 10 (100800)
I1215 09:43:57.638736  2411 net.cpp:159] Memory required for data: 2762139072
I1215 09:43:57.638739  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf_perm
I1215 09:43:57.638746  2411 net.cpp:94] Creating Layer conv6_2_mbox_conf_perm
I1215 09:43:57.638748  2411 net.cpp:435] conv6_2_mbox_conf_perm <- conv6_2_mbox_conf
I1215 09:43:57.638753  2411 net.cpp:409] conv6_2_mbox_conf_perm -> conv6_2_mbox_conf_perm
I1215 09:43:57.638859  2411 net.cpp:144] Setting up conv6_2_mbox_conf_perm
I1215 09:43:57.638865  2411 net.cpp:151] Top shape: 8 10 10 126 (100800)
I1215 09:43:57.638869  2411 net.cpp:159] Memory required for data: 2762542272
I1215 09:43:57.638870  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf_flat
I1215 09:43:57.638875  2411 net.cpp:94] Creating Layer conv6_2_mbox_conf_flat
I1215 09:43:57.638880  2411 net.cpp:435] conv6_2_mbox_conf_flat <- conv6_2_mbox_conf_perm
I1215 09:43:57.638883  2411 net.cpp:409] conv6_2_mbox_conf_flat -> conv6_2_mbox_conf_flat
I1215 09:43:57.638909  2411 net.cpp:144] Setting up conv6_2_mbox_conf_flat
I1215 09:43:57.638914  2411 net.cpp:151] Top shape: 8 12600 (100800)
I1215 09:43:57.638917  2411 net.cpp:159] Memory required for data: 2762945472
I1215 09:43:57.638921  2411 layer_factory.hpp:77] Creating layer conv6_2_mbox_priorbox
I1215 09:43:57.638926  2411 net.cpp:94] Creating Layer conv6_2_mbox_priorbox
I1215 09:43:57.638929  2411 net.cpp:435] conv6_2_mbox_priorbox <- conv6_2_conv6_2_fixed_0_split_3
I1215 09:43:57.638933  2411 net.cpp:435] conv6_2_mbox_priorbox <- data_data_fixed_0_split_3
I1215 09:43:57.638938  2411 net.cpp:409] conv6_2_mbox_priorbox -> conv6_2_mbox_priorbox
I1215 09:43:57.638965  2411 net.cpp:144] Setting up conv6_2_mbox_priorbox
I1215 09:43:57.638972  2411 net.cpp:151] Top shape: 1 2 2400 (4800)
I1215 09:43:57.638974  2411 net.cpp:159] Memory required for data: 2762964672
I1215 09:43:57.638976  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc
I1215 09:43:57.638985  2411 net.cpp:94] Creating Layer conv7_2_mbox_loc
I1215 09:43:57.638988  2411 net.cpp:435] conv7_2_mbox_loc <- conv7_2_conv7_2_fixed_0_split_1
I1215 09:43:57.638994  2411 net.cpp:409] conv7_2_mbox_loc -> conv7_2_mbox_loc
I1215 09:43:57.639506  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc
I1215 09:43:57.640177  2411 net.cpp:144] Setting up conv7_2_mbox_loc
I1215 09:43:57.640184  2411 net.cpp:151] Top shape: 8 24 5 5 (4800)
I1215 09:43:57.640187  2411 net.cpp:159] Memory required for data: 2762983872
I1215 09:43:57.640192  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc_fixed
I1215 09:43:57.640197  2411 net.cpp:94] Creating Layer conv7_2_mbox_loc_fixed
I1215 09:43:57.640202  2411 net.cpp:435] conv7_2_mbox_loc_fixed <- conv7_2_mbox_loc
I1215 09:43:57.640206  2411 net.cpp:396] conv7_2_mbox_loc_fixed -> conv7_2_mbox_loc (in-place)
I1215 09:43:57.640246  2411 net.cpp:144] Setting up conv7_2_mbox_loc_fixed
I1215 09:43:57.640252  2411 net.cpp:151] Top shape: 8 24 5 5 (4800)
I1215 09:43:57.640254  2411 net.cpp:159] Memory required for data: 2763003072
I1215 09:43:57.640259  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc_perm
I1215 09:43:57.640264  2411 net.cpp:94] Creating Layer conv7_2_mbox_loc_perm
I1215 09:43:57.640266  2411 net.cpp:435] conv7_2_mbox_loc_perm <- conv7_2_mbox_loc
I1215 09:43:57.640270  2411 net.cpp:409] conv7_2_mbox_loc_perm -> conv7_2_mbox_loc_perm
I1215 09:43:57.640374  2411 net.cpp:144] Setting up conv7_2_mbox_loc_perm
I1215 09:43:57.640380  2411 net.cpp:151] Top shape: 8 5 5 24 (4800)
I1215 09:43:57.640383  2411 net.cpp:159] Memory required for data: 2763022272
I1215 09:43:57.640385  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc_flat
I1215 09:43:57.640390  2411 net.cpp:94] Creating Layer conv7_2_mbox_loc_flat
I1215 09:43:57.640393  2411 net.cpp:435] conv7_2_mbox_loc_flat <- conv7_2_mbox_loc_perm
I1215 09:43:57.640398  2411 net.cpp:409] conv7_2_mbox_loc_flat -> conv7_2_mbox_loc_flat
I1215 09:43:57.640421  2411 net.cpp:144] Setting up conv7_2_mbox_loc_flat
I1215 09:43:57.640427  2411 net.cpp:151] Top shape: 8 600 (4800)
I1215 09:43:57.640429  2411 net.cpp:159] Memory required for data: 2763041472
I1215 09:43:57.640432  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf
I1215 09:43:57.640440  2411 net.cpp:94] Creating Layer conv7_2_mbox_conf
I1215 09:43:57.640444  2411 net.cpp:435] conv7_2_mbox_conf <- conv7_2_conv7_2_fixed_0_split_2
I1215 09:43:57.640449  2411 net.cpp:409] conv7_2_mbox_conf -> conv7_2_mbox_conf
I1215 09:43:57.643412  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf
I1215 09:43:57.646553  2411 net.cpp:144] Setting up conv7_2_mbox_conf
I1215 09:43:57.646566  2411 net.cpp:151] Top shape: 8 126 5 5 (25200)
I1215 09:43:57.646569  2411 net.cpp:159] Memory required for data: 2763142272
I1215 09:43:57.646575  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf_fixed
I1215 09:43:57.646581  2411 net.cpp:94] Creating Layer conv7_2_mbox_conf_fixed
I1215 09:43:57.646585  2411 net.cpp:435] conv7_2_mbox_conf_fixed <- conv7_2_mbox_conf
I1215 09:43:57.646590  2411 net.cpp:396] conv7_2_mbox_conf_fixed -> conv7_2_mbox_conf (in-place)
I1215 09:43:57.646633  2411 net.cpp:144] Setting up conv7_2_mbox_conf_fixed
I1215 09:43:57.646641  2411 net.cpp:151] Top shape: 8 126 5 5 (25200)
I1215 09:43:57.646642  2411 net.cpp:159] Memory required for data: 2763243072
I1215 09:43:57.646646  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf_perm
I1215 09:43:57.646652  2411 net.cpp:94] Creating Layer conv7_2_mbox_conf_perm
I1215 09:43:57.646654  2411 net.cpp:435] conv7_2_mbox_conf_perm <- conv7_2_mbox_conf
I1215 09:43:57.646659  2411 net.cpp:409] conv7_2_mbox_conf_perm -> conv7_2_mbox_conf_perm
I1215 09:43:57.646767  2411 net.cpp:144] Setting up conv7_2_mbox_conf_perm
I1215 09:43:57.646775  2411 net.cpp:151] Top shape: 8 5 5 126 (25200)
I1215 09:43:57.646776  2411 net.cpp:159] Memory required for data: 2763343872
I1215 09:43:57.646780  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf_flat
I1215 09:43:57.646785  2411 net.cpp:94] Creating Layer conv7_2_mbox_conf_flat
I1215 09:43:57.646787  2411 net.cpp:435] conv7_2_mbox_conf_flat <- conv7_2_mbox_conf_perm
I1215 09:43:57.646791  2411 net.cpp:409] conv7_2_mbox_conf_flat -> conv7_2_mbox_conf_flat
I1215 09:43:57.646817  2411 net.cpp:144] Setting up conv7_2_mbox_conf_flat
I1215 09:43:57.646823  2411 net.cpp:151] Top shape: 8 3150 (25200)
I1215 09:43:57.646826  2411 net.cpp:159] Memory required for data: 2763444672
I1215 09:43:57.646828  2411 layer_factory.hpp:77] Creating layer conv7_2_mbox_priorbox
I1215 09:43:57.646834  2411 net.cpp:94] Creating Layer conv7_2_mbox_priorbox
I1215 09:43:57.646837  2411 net.cpp:435] conv7_2_mbox_priorbox <- conv7_2_conv7_2_fixed_0_split_3
I1215 09:43:57.646842  2411 net.cpp:435] conv7_2_mbox_priorbox <- data_data_fixed_0_split_4
I1215 09:43:57.646847  2411 net.cpp:409] conv7_2_mbox_priorbox -> conv7_2_mbox_priorbox
I1215 09:43:57.646874  2411 net.cpp:144] Setting up conv7_2_mbox_priorbox
I1215 09:43:57.646879  2411 net.cpp:151] Top shape: 1 2 600 (1200)
I1215 09:43:57.646883  2411 net.cpp:159] Memory required for data: 2763449472
I1215 09:43:57.646884  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc
I1215 09:43:57.646893  2411 net.cpp:94] Creating Layer conv8_2_mbox_loc
I1215 09:43:57.646896  2411 net.cpp:435] conv8_2_mbox_loc <- conv8_2_conv8_2_fixed_0_split_1
I1215 09:43:57.646903  2411 net.cpp:409] conv8_2_mbox_loc -> conv8_2_mbox_loc
I1215 09:43:57.647969  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc
I1215 09:43:57.648550  2411 net.cpp:144] Setting up conv8_2_mbox_loc
I1215 09:43:57.648557  2411 net.cpp:151] Top shape: 8 16 3 3 (1152)
I1215 09:43:57.648561  2411 net.cpp:159] Memory required for data: 2763454080
I1215 09:43:57.648566  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc_fixed
I1215 09:43:57.648572  2411 net.cpp:94] Creating Layer conv8_2_mbox_loc_fixed
I1215 09:43:57.648576  2411 net.cpp:435] conv8_2_mbox_loc_fixed <- conv8_2_mbox_loc
I1215 09:43:57.648581  2411 net.cpp:396] conv8_2_mbox_loc_fixed -> conv8_2_mbox_loc (in-place)
I1215 09:43:57.648622  2411 net.cpp:144] Setting up conv8_2_mbox_loc_fixed
I1215 09:43:57.648628  2411 net.cpp:151] Top shape: 8 16 3 3 (1152)
I1215 09:43:57.648631  2411 net.cpp:159] Memory required for data: 2763458688
I1215 09:43:57.648634  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc_perm
I1215 09:43:57.648640  2411 net.cpp:94] Creating Layer conv8_2_mbox_loc_perm
I1215 09:43:57.648643  2411 net.cpp:435] conv8_2_mbox_loc_perm <- conv8_2_mbox_loc
I1215 09:43:57.648648  2411 net.cpp:409] conv8_2_mbox_loc_perm -> conv8_2_mbox_loc_perm
I1215 09:43:57.648756  2411 net.cpp:144] Setting up conv8_2_mbox_loc_perm
I1215 09:43:57.648761  2411 net.cpp:151] Top shape: 8 3 3 16 (1152)
I1215 09:43:57.648764  2411 net.cpp:159] Memory required for data: 2763463296
I1215 09:43:57.648766  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc_flat
I1215 09:43:57.648772  2411 net.cpp:94] Creating Layer conv8_2_mbox_loc_flat
I1215 09:43:57.648774  2411 net.cpp:435] conv8_2_mbox_loc_flat <- conv8_2_mbox_loc_perm
I1215 09:43:57.648779  2411 net.cpp:409] conv8_2_mbox_loc_flat -> conv8_2_mbox_loc_flat
I1215 09:43:57.648804  2411 net.cpp:144] Setting up conv8_2_mbox_loc_flat
I1215 09:43:57.648810  2411 net.cpp:151] Top shape: 8 144 (1152)
I1215 09:43:57.648813  2411 net.cpp:159] Memory required for data: 2763467904
I1215 09:43:57.648815  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf
I1215 09:43:57.648823  2411 net.cpp:94] Creating Layer conv8_2_mbox_conf
I1215 09:43:57.648826  2411 net.cpp:435] conv8_2_mbox_conf <- conv8_2_conv8_2_fixed_0_split_2
I1215 09:43:57.648831  2411 net.cpp:409] conv8_2_mbox_conf -> conv8_2_mbox_conf
I1215 09:43:57.650054  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf
I1215 09:43:57.651418  2411 net.cpp:144] Setting up conv8_2_mbox_conf
I1215 09:43:57.651427  2411 net.cpp:151] Top shape: 8 84 3 3 (6048)
I1215 09:43:57.651429  2411 net.cpp:159] Memory required for data: 2763492096
I1215 09:43:57.651435  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf_fixed
I1215 09:43:57.651440  2411 net.cpp:94] Creating Layer conv8_2_mbox_conf_fixed
I1215 09:43:57.651444  2411 net.cpp:435] conv8_2_mbox_conf_fixed <- conv8_2_mbox_conf
I1215 09:43:57.651449  2411 net.cpp:396] conv8_2_mbox_conf_fixed -> conv8_2_mbox_conf (in-place)
I1215 09:43:57.651492  2411 net.cpp:144] Setting up conv8_2_mbox_conf_fixed
I1215 09:43:57.651499  2411 net.cpp:151] Top shape: 8 84 3 3 (6048)
I1215 09:43:57.651501  2411 net.cpp:159] Memory required for data: 2763516288
I1215 09:43:57.651504  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf_perm
I1215 09:43:57.651510  2411 net.cpp:94] Creating Layer conv8_2_mbox_conf_perm
I1215 09:43:57.651513  2411 net.cpp:435] conv8_2_mbox_conf_perm <- conv8_2_mbox_conf
I1215 09:43:57.651518  2411 net.cpp:409] conv8_2_mbox_conf_perm -> conv8_2_mbox_conf_perm
I1215 09:43:57.651624  2411 net.cpp:144] Setting up conv8_2_mbox_conf_perm
I1215 09:43:57.651630  2411 net.cpp:151] Top shape: 8 3 3 84 (6048)
I1215 09:43:57.651633  2411 net.cpp:159] Memory required for data: 2763540480
I1215 09:43:57.651635  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf_flat
I1215 09:43:57.651640  2411 net.cpp:94] Creating Layer conv8_2_mbox_conf_flat
I1215 09:43:57.651643  2411 net.cpp:435] conv8_2_mbox_conf_flat <- conv8_2_mbox_conf_perm
I1215 09:43:57.651648  2411 net.cpp:409] conv8_2_mbox_conf_flat -> conv8_2_mbox_conf_flat
I1215 09:43:57.651674  2411 net.cpp:144] Setting up conv8_2_mbox_conf_flat
I1215 09:43:57.651679  2411 net.cpp:151] Top shape: 8 756 (6048)
I1215 09:43:57.651682  2411 net.cpp:159] Memory required for data: 2763564672
I1215 09:43:57.651684  2411 layer_factory.hpp:77] Creating layer conv8_2_mbox_priorbox
I1215 09:43:57.651690  2411 net.cpp:94] Creating Layer conv8_2_mbox_priorbox
I1215 09:43:57.651693  2411 net.cpp:435] conv8_2_mbox_priorbox <- conv8_2_conv8_2_fixed_0_split_3
I1215 09:43:57.651697  2411 net.cpp:435] conv8_2_mbox_priorbox <- data_data_fixed_0_split_5
I1215 09:43:57.651702  2411 net.cpp:409] conv8_2_mbox_priorbox -> conv8_2_mbox_priorbox
I1215 09:43:57.651731  2411 net.cpp:144] Setting up conv8_2_mbox_priorbox
I1215 09:43:57.651736  2411 net.cpp:151] Top shape: 1 2 144 (288)
I1215 09:43:57.651738  2411 net.cpp:159] Memory required for data: 2763565824
I1215 09:43:57.651741  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc
I1215 09:43:57.651760  2411 net.cpp:94] Creating Layer conv9_2_mbox_loc
I1215 09:43:57.651764  2411 net.cpp:435] conv9_2_mbox_loc <- conv9_2_conv9_2_fixed_0_split_0
I1215 09:43:57.651772  2411 net.cpp:409] conv9_2_mbox_loc -> conv9_2_mbox_loc
I1215 09:43:57.652175  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc
I1215 09:43:57.652734  2411 net.cpp:144] Setting up conv9_2_mbox_loc
I1215 09:43:57.652740  2411 net.cpp:151] Top shape: 8 16 1 1 (128)
I1215 09:43:57.652743  2411 net.cpp:159] Memory required for data: 2763566336
I1215 09:43:57.652750  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc_fixed
I1215 09:43:57.652755  2411 net.cpp:94] Creating Layer conv9_2_mbox_loc_fixed
I1215 09:43:57.652757  2411 net.cpp:435] conv9_2_mbox_loc_fixed <- conv9_2_mbox_loc
I1215 09:43:57.652762  2411 net.cpp:396] conv9_2_mbox_loc_fixed -> conv9_2_mbox_loc (in-place)
I1215 09:43:57.652801  2411 net.cpp:144] Setting up conv9_2_mbox_loc_fixed
I1215 09:43:57.652807  2411 net.cpp:151] Top shape: 8 16 1 1 (128)
I1215 09:43:57.652809  2411 net.cpp:159] Memory required for data: 2763566848
I1215 09:43:57.652813  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc_perm
I1215 09:43:57.652819  2411 net.cpp:94] Creating Layer conv9_2_mbox_loc_perm
I1215 09:43:57.652822  2411 net.cpp:435] conv9_2_mbox_loc_perm <- conv9_2_mbox_loc
I1215 09:43:57.652827  2411 net.cpp:409] conv9_2_mbox_loc_perm -> conv9_2_mbox_loc_perm
I1215 09:43:57.652933  2411 net.cpp:144] Setting up conv9_2_mbox_loc_perm
I1215 09:43:57.652940  2411 net.cpp:151] Top shape: 8 1 1 16 (128)
I1215 09:43:57.652941  2411 net.cpp:159] Memory required for data: 2763567360
I1215 09:43:57.652945  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc_flat
I1215 09:43:57.652950  2411 net.cpp:94] Creating Layer conv9_2_mbox_loc_flat
I1215 09:43:57.652951  2411 net.cpp:435] conv9_2_mbox_loc_flat <- conv9_2_mbox_loc_perm
I1215 09:43:57.652956  2411 net.cpp:409] conv9_2_mbox_loc_flat -> conv9_2_mbox_loc_flat
I1215 09:43:57.652981  2411 net.cpp:144] Setting up conv9_2_mbox_loc_flat
I1215 09:43:57.652987  2411 net.cpp:151] Top shape: 8 16 (128)
I1215 09:43:57.652989  2411 net.cpp:159] Memory required for data: 2763567872
I1215 09:43:57.652992  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf
I1215 09:43:57.653000  2411 net.cpp:94] Creating Layer conv9_2_mbox_conf
I1215 09:43:57.653003  2411 net.cpp:435] conv9_2_mbox_conf <- conv9_2_conv9_2_fixed_0_split_1
I1215 09:43:57.653009  2411 net.cpp:409] conv9_2_mbox_conf -> conv9_2_mbox_conf
I1215 09:43:57.654243  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf
I1215 09:43:57.655635  2411 net.cpp:144] Setting up conv9_2_mbox_conf
I1215 09:43:57.655643  2411 net.cpp:151] Top shape: 8 84 1 1 (672)
I1215 09:43:57.655645  2411 net.cpp:159] Memory required for data: 2763570560
I1215 09:43:57.655650  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf_fixed
I1215 09:43:57.655656  2411 net.cpp:94] Creating Layer conv9_2_mbox_conf_fixed
I1215 09:43:57.655659  2411 net.cpp:435] conv9_2_mbox_conf_fixed <- conv9_2_mbox_conf
I1215 09:43:57.655664  2411 net.cpp:396] conv9_2_mbox_conf_fixed -> conv9_2_mbox_conf (in-place)
I1215 09:43:57.655704  2411 net.cpp:144] Setting up conv9_2_mbox_conf_fixed
I1215 09:43:57.655707  2411 net.cpp:151] Top shape: 8 84 1 1 (672)
I1215 09:43:57.655710  2411 net.cpp:159] Memory required for data: 2763573248
I1215 09:43:57.655714  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf_perm
I1215 09:43:57.655719  2411 net.cpp:94] Creating Layer conv9_2_mbox_conf_perm
I1215 09:43:57.655722  2411 net.cpp:435] conv9_2_mbox_conf_perm <- conv9_2_mbox_conf
I1215 09:43:57.655727  2411 net.cpp:409] conv9_2_mbox_conf_perm -> conv9_2_mbox_conf_perm
I1215 09:43:57.655839  2411 net.cpp:144] Setting up conv9_2_mbox_conf_perm
I1215 09:43:57.655848  2411 net.cpp:151] Top shape: 8 1 1 84 (672)
I1215 09:43:57.655849  2411 net.cpp:159] Memory required for data: 2763575936
I1215 09:43:57.655853  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf_flat
I1215 09:43:57.655856  2411 net.cpp:94] Creating Layer conv9_2_mbox_conf_flat
I1215 09:43:57.655859  2411 net.cpp:435] conv9_2_mbox_conf_flat <- conv9_2_mbox_conf_perm
I1215 09:43:57.655864  2411 net.cpp:409] conv9_2_mbox_conf_flat -> conv9_2_mbox_conf_flat
I1215 09:43:57.655890  2411 net.cpp:144] Setting up conv9_2_mbox_conf_flat
I1215 09:43:57.655896  2411 net.cpp:151] Top shape: 8 84 (672)
I1215 09:43:57.655900  2411 net.cpp:159] Memory required for data: 2763578624
I1215 09:43:57.655901  2411 layer_factory.hpp:77] Creating layer conv9_2_mbox_priorbox
I1215 09:43:57.655907  2411 net.cpp:94] Creating Layer conv9_2_mbox_priorbox
I1215 09:43:57.655911  2411 net.cpp:435] conv9_2_mbox_priorbox <- conv9_2_conv9_2_fixed_0_split_2
I1215 09:43:57.655915  2411 net.cpp:435] conv9_2_mbox_priorbox <- data_data_fixed_0_split_6
I1215 09:43:57.655920  2411 net.cpp:409] conv9_2_mbox_priorbox -> conv9_2_mbox_priorbox
I1215 09:43:57.655946  2411 net.cpp:144] Setting up conv9_2_mbox_priorbox
I1215 09:43:57.655952  2411 net.cpp:151] Top shape: 1 2 16 (32)
I1215 09:43:57.655954  2411 net.cpp:159] Memory required for data: 2763578752
I1215 09:43:57.655957  2411 layer_factory.hpp:77] Creating layer mbox_loc
I1215 09:43:57.655963  2411 net.cpp:94] Creating Layer mbox_loc
I1215 09:43:57.655967  2411 net.cpp:435] mbox_loc <- conv4_3_norm_mbox_loc_flat
I1215 09:43:57.655972  2411 net.cpp:435] mbox_loc <- fc7_mbox_loc_flat
I1215 09:43:57.655977  2411 net.cpp:435] mbox_loc <- conv6_2_mbox_loc_flat
I1215 09:43:57.655982  2411 net.cpp:435] mbox_loc <- conv7_2_mbox_loc_flat
I1215 09:43:57.655984  2411 net.cpp:435] mbox_loc <- conv8_2_mbox_loc_flat
I1215 09:43:57.655987  2411 net.cpp:435] mbox_loc <- conv9_2_mbox_loc_flat
I1215 09:43:57.655992  2411 net.cpp:409] mbox_loc -> mbox_loc
I1215 09:43:57.656020  2411 net.cpp:144] Setting up mbox_loc
I1215 09:43:57.656028  2411 net.cpp:151] Top shape: 8 34928 (279424)
I1215 09:43:57.656029  2411 net.cpp:159] Memory required for data: 2764696448
I1215 09:43:57.656033  2411 layer_factory.hpp:77] Creating layer mbox_loc_fixed
I1215 09:43:57.656036  2411 net.cpp:94] Creating Layer mbox_loc_fixed
I1215 09:43:57.656039  2411 net.cpp:435] mbox_loc_fixed <- mbox_loc
I1215 09:43:57.656044  2411 net.cpp:396] mbox_loc_fixed -> mbox_loc (in-place)
I1215 09:43:57.656083  2411 net.cpp:144] Setting up mbox_loc_fixed
I1215 09:43:57.656090  2411 net.cpp:151] Top shape: 8 34928 (279424)
I1215 09:43:57.656092  2411 net.cpp:159] Memory required for data: 2765814144
I1215 09:43:57.656096  2411 layer_factory.hpp:77] Creating layer mbox_conf
I1215 09:43:57.656101  2411 net.cpp:94] Creating Layer mbox_conf
I1215 09:43:57.656105  2411 net.cpp:435] mbox_conf <- conv4_3_norm_mbox_conf_flat
I1215 09:43:57.656110  2411 net.cpp:435] mbox_conf <- fc7_mbox_conf_flat
I1215 09:43:57.656113  2411 net.cpp:435] mbox_conf <- conv6_2_mbox_conf_flat
I1215 09:43:57.656116  2411 net.cpp:435] mbox_conf <- conv7_2_mbox_conf_flat
I1215 09:43:57.656121  2411 net.cpp:435] mbox_conf <- conv8_2_mbox_conf_flat
I1215 09:43:57.656123  2411 net.cpp:435] mbox_conf <- conv9_2_mbox_conf_flat
I1215 09:43:57.656127  2411 net.cpp:409] mbox_conf -> mbox_conf
I1215 09:43:57.656153  2411 net.cpp:144] Setting up mbox_conf
I1215 09:43:57.656159  2411 net.cpp:151] Top shape: 8 183372 (1466976)
I1215 09:43:57.656162  2411 net.cpp:159] Memory required for data: 2771682048
I1215 09:43:57.656164  2411 layer_factory.hpp:77] Creating layer mbox_conf_fixed
I1215 09:43:57.656169  2411 net.cpp:94] Creating Layer mbox_conf_fixed
I1215 09:43:57.656172  2411 net.cpp:435] mbox_conf_fixed <- mbox_conf
I1215 09:43:57.656177  2411 net.cpp:396] mbox_conf_fixed -> mbox_conf (in-place)
I1215 09:43:57.656214  2411 net.cpp:144] Setting up mbox_conf_fixed
I1215 09:43:57.656220  2411 net.cpp:151] Top shape: 8 183372 (1466976)
I1215 09:43:57.656224  2411 net.cpp:159] Memory required for data: 2777549952
I1215 09:43:57.656226  2411 layer_factory.hpp:77] Creating layer mbox_priorbox
I1215 09:43:57.656232  2411 net.cpp:94] Creating Layer mbox_priorbox
I1215 09:43:57.656235  2411 net.cpp:435] mbox_priorbox <- conv4_3_norm_mbox_priorbox
I1215 09:43:57.656239  2411 net.cpp:435] mbox_priorbox <- fc7_mbox_priorbox
I1215 09:43:57.656244  2411 net.cpp:435] mbox_priorbox <- conv6_2_mbox_priorbox
I1215 09:43:57.656247  2411 net.cpp:435] mbox_priorbox <- conv7_2_mbox_priorbox
I1215 09:43:57.656250  2411 net.cpp:435] mbox_priorbox <- conv8_2_mbox_priorbox
I1215 09:43:57.656253  2411 net.cpp:435] mbox_priorbox <- conv9_2_mbox_priorbox
I1215 09:43:57.656257  2411 net.cpp:409] mbox_priorbox -> mbox_priorbox
I1215 09:43:57.656282  2411 net.cpp:144] Setting up mbox_priorbox
I1215 09:43:57.656288  2411 net.cpp:151] Top shape: 1 2 34928 (69856)
I1215 09:43:57.656291  2411 net.cpp:159] Memory required for data: 2777829376
I1215 09:43:57.656293  2411 layer_factory.hpp:77] Creating layer mbox_priorbox_fixed
I1215 09:43:57.656298  2411 net.cpp:94] Creating Layer mbox_priorbox_fixed
I1215 09:43:57.656301  2411 net.cpp:435] mbox_priorbox_fixed <- mbox_priorbox
I1215 09:43:57.656306  2411 net.cpp:396] mbox_priorbox_fixed -> mbox_priorbox (in-place)
I1215 09:43:57.656343  2411 net.cpp:144] Setting up mbox_priorbox_fixed
I1215 09:43:57.656349  2411 net.cpp:151] Top shape: 1 2 34928 (69856)
I1215 09:43:57.656352  2411 net.cpp:159] Memory required for data: 2778108800
I1215 09:43:57.656355  2411 layer_factory.hpp:77] Creating layer mbox_conf_reshape
I1215 09:43:57.656361  2411 net.cpp:94] Creating Layer mbox_conf_reshape
I1215 09:43:57.656364  2411 net.cpp:435] mbox_conf_reshape <- mbox_conf
I1215 09:43:57.656369  2411 net.cpp:409] mbox_conf_reshape -> mbox_conf_reshape
I1215 09:43:57.656405  2411 net.cpp:144] Setting up mbox_conf_reshape
I1215 09:43:57.656412  2411 net.cpp:151] Top shape: 8 8732 21 (1466976)
I1215 09:43:57.656414  2411 net.cpp:159] Memory required for data: 2783976704
I1215 09:43:57.656416  2411 layer_factory.hpp:77] Creating layer mbox_conf_softmax
I1215 09:43:57.656424  2411 net.cpp:94] Creating Layer mbox_conf_softmax
I1215 09:43:57.656425  2411 net.cpp:435] mbox_conf_softmax <- mbox_conf_reshape
I1215 09:43:57.656430  2411 net.cpp:409] mbox_conf_softmax -> mbox_conf_softmax
I1215 09:43:57.656502  2411 net.cpp:144] Setting up mbox_conf_softmax
I1215 09:43:57.656508  2411 net.cpp:151] Top shape: 8 8732 21 (1466976)
I1215 09:43:57.656510  2411 net.cpp:159] Memory required for data: 2789844608
I1215 09:43:57.656512  2411 layer_factory.hpp:77] Creating layer mbox_conf_flatten
I1215 09:43:57.656517  2411 net.cpp:94] Creating Layer mbox_conf_flatten
I1215 09:43:57.656520  2411 net.cpp:435] mbox_conf_flatten <- mbox_conf_softmax
I1215 09:43:57.656524  2411 net.cpp:409] mbox_conf_flatten -> mbox_conf_flatten
I1215 09:43:57.656550  2411 net.cpp:144] Setting up mbox_conf_flatten
I1215 09:43:57.656555  2411 net.cpp:151] Top shape: 8 183372 (1466976)
I1215 09:43:57.656558  2411 net.cpp:159] Memory required for data: 2795712512
I1215 09:43:57.656560  2411 layer_factory.hpp:77] Creating layer detection_out
I1215 09:43:57.656572  2411 net.cpp:94] Creating Layer detection_out
I1215 09:43:57.656575  2411 net.cpp:435] detection_out <- mbox_loc
I1215 09:43:57.656579  2411 net.cpp:435] detection_out <- mbox_conf_flatten
I1215 09:43:57.656582  2411 net.cpp:435] detection_out <- mbox_priorbox
I1215 09:43:57.656587  2411 net.cpp:409] detection_out -> detection_out
I1215 09:43:57.690071  2411 net.cpp:144] Setting up detection_out
I1215 09:43:57.690084  2411 net.cpp:151] Top shape: 1 1 1 7 (7)
I1215 09:43:57.690086  2411 net.cpp:159] Memory required for data: 2795712540
I1215 09:43:57.690089  2411 layer_factory.hpp:77] Creating layer detection_eval
I1215 09:43:57.690099  2411 net.cpp:94] Creating Layer detection_eval
I1215 09:43:57.690101  2411 net.cpp:435] detection_eval <- detection_out
I1215 09:43:57.690106  2411 net.cpp:435] detection_eval <- label
I1215 09:43:57.690110  2411 net.cpp:409] detection_eval -> detection_eval
I1215 09:43:57.691002  2411 net.cpp:144] Setting up detection_eval
I1215 09:43:57.691010  2411 net.cpp:151] Top shape: 1 1 21 5 (105)
I1215 09:43:57.691013  2411 net.cpp:159] Memory required for data: 2795712960
I1215 09:43:57.691015  2411 net.cpp:222] detection_eval does not need backward computation.
I1215 09:43:57.691020  2411 net.cpp:222] detection_out does not need backward computation.
I1215 09:43:57.691023  2411 net.cpp:222] mbox_conf_flatten does not need backward computation.
I1215 09:43:57.691026  2411 net.cpp:222] mbox_conf_softmax does not need backward computation.
I1215 09:43:57.691028  2411 net.cpp:222] mbox_conf_reshape does not need backward computation.
I1215 09:43:57.691031  2411 net.cpp:222] mbox_priorbox_fixed does not need backward computation.
I1215 09:43:57.691035  2411 net.cpp:222] mbox_priorbox does not need backward computation.
I1215 09:43:57.691040  2411 net.cpp:222] mbox_conf_fixed does not need backward computation.
I1215 09:43:57.691041  2411 net.cpp:222] mbox_conf does not need backward computation.
I1215 09:43:57.691046  2411 net.cpp:222] mbox_loc_fixed does not need backward computation.
I1215 09:43:57.691049  2411 net.cpp:222] mbox_loc does not need backward computation.
I1215 09:43:57.691054  2411 net.cpp:222] conv9_2_mbox_priorbox does not need backward computation.
I1215 09:43:57.691058  2411 net.cpp:222] conv9_2_mbox_conf_flat does not need backward computation.
I1215 09:43:57.691061  2411 net.cpp:222] conv9_2_mbox_conf_perm does not need backward computation.
I1215 09:43:57.691064  2411 net.cpp:222] conv9_2_mbox_conf_fixed does not need backward computation.
I1215 09:43:57.691066  2411 net.cpp:222] conv9_2_mbox_conf does not need backward computation.
I1215 09:43:57.691069  2411 net.cpp:222] conv9_2_mbox_loc_flat does not need backward computation.
I1215 09:43:57.691072  2411 net.cpp:222] conv9_2_mbox_loc_perm does not need backward computation.
I1215 09:43:57.691076  2411 net.cpp:222] conv9_2_mbox_loc_fixed does not need backward computation.
I1215 09:43:57.691078  2411 net.cpp:222] conv9_2_mbox_loc does not need backward computation.
I1215 09:43:57.691082  2411 net.cpp:222] conv8_2_mbox_priorbox does not need backward computation.
I1215 09:43:57.691085  2411 net.cpp:222] conv8_2_mbox_conf_flat does not need backward computation.
I1215 09:43:57.691088  2411 net.cpp:222] conv8_2_mbox_conf_perm does not need backward computation.
I1215 09:43:57.691092  2411 net.cpp:222] conv8_2_mbox_conf_fixed does not need backward computation.
I1215 09:43:57.691093  2411 net.cpp:222] conv8_2_mbox_conf does not need backward computation.
I1215 09:43:57.691097  2411 net.cpp:222] conv8_2_mbox_loc_flat does not need backward computation.
I1215 09:43:57.691099  2411 net.cpp:222] conv8_2_mbox_loc_perm does not need backward computation.
I1215 09:43:57.691102  2411 net.cpp:222] conv8_2_mbox_loc_fixed does not need backward computation.
I1215 09:43:57.691105  2411 net.cpp:222] conv8_2_mbox_loc does not need backward computation.
I1215 09:43:57.691108  2411 net.cpp:222] conv7_2_mbox_priorbox does not need backward computation.
I1215 09:43:57.691112  2411 net.cpp:222] conv7_2_mbox_conf_flat does not need backward computation.
I1215 09:43:57.691115  2411 net.cpp:222] conv7_2_mbox_conf_perm does not need backward computation.
I1215 09:43:57.691118  2411 net.cpp:222] conv7_2_mbox_conf_fixed does not need backward computation.
I1215 09:43:57.691120  2411 net.cpp:222] conv7_2_mbox_conf does not need backward computation.
I1215 09:43:57.691124  2411 net.cpp:222] conv7_2_mbox_loc_flat does not need backward computation.
I1215 09:43:57.691128  2411 net.cpp:222] conv7_2_mbox_loc_perm does not need backward computation.
I1215 09:43:57.691130  2411 net.cpp:222] conv7_2_mbox_loc_fixed does not need backward computation.
I1215 09:43:57.691133  2411 net.cpp:222] conv7_2_mbox_loc does not need backward computation.
I1215 09:43:57.691136  2411 net.cpp:222] conv6_2_mbox_priorbox does not need backward computation.
I1215 09:43:57.691140  2411 net.cpp:222] conv6_2_mbox_conf_flat does not need backward computation.
I1215 09:43:57.691143  2411 net.cpp:222] conv6_2_mbox_conf_perm does not need backward computation.
I1215 09:43:57.691146  2411 net.cpp:222] conv6_2_mbox_conf_fixed does not need backward computation.
I1215 09:43:57.691149  2411 net.cpp:222] conv6_2_mbox_conf does not need backward computation.
I1215 09:43:57.691151  2411 net.cpp:222] conv6_2_mbox_loc_flat does not need backward computation.
I1215 09:43:57.691155  2411 net.cpp:222] conv6_2_mbox_loc_perm does not need backward computation.
I1215 09:43:57.691159  2411 net.cpp:222] conv6_2_mbox_loc_fixed does not need backward computation.
I1215 09:43:57.691161  2411 net.cpp:222] conv6_2_mbox_loc does not need backward computation.
I1215 09:43:57.691164  2411 net.cpp:222] fc7_mbox_priorbox does not need backward computation.
I1215 09:43:57.691169  2411 net.cpp:222] fc7_mbox_conf_flat does not need backward computation.
I1215 09:43:57.691171  2411 net.cpp:222] fc7_mbox_conf_perm does not need backward computation.
I1215 09:43:57.691175  2411 net.cpp:222] fc7_mbox_conf_fixed does not need backward computation.
I1215 09:43:57.691179  2411 net.cpp:222] fc7_mbox_conf does not need backward computation.
I1215 09:43:57.691181  2411 net.cpp:222] fc7_mbox_loc_flat does not need backward computation.
I1215 09:43:57.691184  2411 net.cpp:222] fc7_mbox_loc_perm does not need backward computation.
I1215 09:43:57.691188  2411 net.cpp:222] fc7_mbox_loc_fixed does not need backward computation.
I1215 09:43:57.691191  2411 net.cpp:222] fc7_mbox_loc does not need backward computation.
I1215 09:43:57.691195  2411 net.cpp:222] conv4_3_norm_mbox_priorbox does not need backward computation.
I1215 09:43:57.691198  2411 net.cpp:222] conv4_3_norm_mbox_conf_flat does not need backward computation.
I1215 09:43:57.691202  2411 net.cpp:222] conv4_3_norm_mbox_conf_perm does not need backward computation.
I1215 09:43:57.691205  2411 net.cpp:222] conv4_3_norm_mbox_conf_fixed does not need backward computation.
I1215 09:43:57.691208  2411 net.cpp:222] conv4_3_norm_mbox_conf does not need backward computation.
I1215 09:43:57.691211  2411 net.cpp:222] conv4_3_norm_mbox_loc_flat does not need backward computation.
I1215 09:43:57.691215  2411 net.cpp:222] conv4_3_norm_mbox_loc_perm does not need backward computation.
I1215 09:43:57.691220  2411 net.cpp:222] conv4_3_norm_mbox_loc_fixed does not need backward computation.
I1215 09:43:57.691222  2411 net.cpp:222] conv4_3_norm_mbox_loc does not need backward computation.
I1215 09:43:57.691226  2411 net.cpp:222] conv9_2_conv9_2_fixed_0_split does not need backward computation.
I1215 09:43:57.691229  2411 net.cpp:222] conv9_2_fixed does not need backward computation.
I1215 09:43:57.691232  2411 net.cpp:222] conv9_2_relu does not need backward computation.
I1215 09:43:57.691234  2411 net.cpp:222] conv9_2 does not need backward computation.
I1215 09:43:57.691237  2411 net.cpp:222] conv9_1_fixed does not need backward computation.
I1215 09:43:57.691241  2411 net.cpp:222] conv9_1_relu does not need backward computation.
I1215 09:43:57.691242  2411 net.cpp:222] conv9_1 does not need backward computation.
I1215 09:43:57.691246  2411 net.cpp:222] conv8_2_conv8_2_fixed_0_split does not need backward computation.
I1215 09:43:57.691249  2411 net.cpp:222] conv8_2_fixed does not need backward computation.
I1215 09:43:57.691252  2411 net.cpp:222] conv8_2_relu does not need backward computation.
I1215 09:43:57.691254  2411 net.cpp:222] conv8_2 does not need backward computation.
I1215 09:43:57.691257  2411 net.cpp:222] conv8_1_fixed does not need backward computation.
I1215 09:43:57.691259  2411 net.cpp:222] conv8_1_relu does not need backward computation.
I1215 09:43:57.691262  2411 net.cpp:222] conv8_1 does not need backward computation.
I1215 09:43:57.691265  2411 net.cpp:222] conv7_2_conv7_2_fixed_0_split does not need backward computation.
I1215 09:43:57.691268  2411 net.cpp:222] conv7_2_fixed does not need backward computation.
I1215 09:43:57.691272  2411 net.cpp:222] conv7_2_relu does not need backward computation.
I1215 09:43:57.691274  2411 net.cpp:222] conv7_2 does not need backward computation.
I1215 09:43:57.691277  2411 net.cpp:222] conv7_1_fixed does not need backward computation.
I1215 09:43:57.691279  2411 net.cpp:222] conv7_1_relu does not need backward computation.
I1215 09:43:57.691282  2411 net.cpp:222] conv7_1 does not need backward computation.
I1215 09:43:57.691285  2411 net.cpp:222] conv6_2_conv6_2_fixed_0_split does not need backward computation.
I1215 09:43:57.691289  2411 net.cpp:222] conv6_2_fixed does not need backward computation.
I1215 09:43:57.691292  2411 net.cpp:222] conv6_2_relu does not need backward computation.
I1215 09:43:57.691294  2411 net.cpp:222] conv6_2 does not need backward computation.
I1215 09:43:57.691298  2411 net.cpp:222] conv6_1_fixed does not need backward computation.
I1215 09:43:57.691299  2411 net.cpp:222] conv6_1_relu does not need backward computation.
I1215 09:43:57.691303  2411 net.cpp:222] conv6_1 does not need backward computation.
I1215 09:43:57.691305  2411 net.cpp:222] fc7_682_fc7_682_fixed_0_split does not need backward computation.
I1215 09:43:57.691309  2411 net.cpp:222] fc7_682_fixed does not need backward computation.
I1215 09:43:57.691313  2411 net.cpp:222] relu7 does not need backward computation.
I1215 09:43:57.691314  2411 net.cpp:222] fc7_682 does not need backward computation.
I1215 09:43:57.691318  2411 net.cpp:222] fc6_682_fixed does not need backward computation.
I1215 09:43:57.691320  2411 net.cpp:222] relu6 does not need backward computation.
I1215 09:43:57.691323  2411 net.cpp:222] fc6_682 does not need backward computation.
I1215 09:43:57.691325  2411 net.cpp:222] pool5 does not need backward computation.
I1215 09:43:57.691329  2411 net.cpp:222] conv5_3_fixed does not need backward computation.
I1215 09:43:57.691331  2411 net.cpp:222] relu5_3 does not need backward computation.
I1215 09:43:57.691334  2411 net.cpp:222] conv5_3 does not need backward computation.
I1215 09:43:57.691336  2411 net.cpp:222] conv5_2_fixed does not need backward computation.
I1215 09:43:57.691339  2411 net.cpp:222] relu5_2 does not need backward computation.
I1215 09:43:57.691341  2411 net.cpp:222] conv5_2 does not need backward computation.
I1215 09:43:57.691344  2411 net.cpp:222] conv5_1_fixed does not need backward computation.
I1215 09:43:57.691347  2411 net.cpp:222] relu5_1 does not need backward computation.
I1215 09:43:57.691349  2411 net.cpp:222] conv5_1 does not need backward computation.
I1215 09:43:57.691352  2411 net.cpp:222] pool4 does not need backward computation.
I1215 09:43:57.691356  2411 net.cpp:222] conv4_3_conv4_3_fixed_0_split does not need backward computation.
I1215 09:43:57.691359  2411 net.cpp:222] conv4_3_fixed does not need backward computation.
I1215 09:43:57.691361  2411 net.cpp:222] relu4_3 does not need backward computation.
I1215 09:43:57.691365  2411 net.cpp:222] conv4_3 does not need backward computation.
I1215 09:43:57.691367  2411 net.cpp:222] conv4_2_fixed does not need backward computation.
I1215 09:43:57.691370  2411 net.cpp:222] relu4_2 does not need backward computation.
I1215 09:43:57.691372  2411 net.cpp:222] conv4_2 does not need backward computation.
I1215 09:43:57.691375  2411 net.cpp:222] conv4_1_fixed does not need backward computation.
I1215 09:43:57.691378  2411 net.cpp:222] relu4_1 does not need backward computation.
I1215 09:43:57.691380  2411 net.cpp:222] conv4_1 does not need backward computation.
I1215 09:43:57.691383  2411 net.cpp:222] pool3 does not need backward computation.
I1215 09:43:57.691386  2411 net.cpp:222] conv3_3_fixed does not need backward computation.
I1215 09:43:57.691388  2411 net.cpp:222] relu3_3 does not need backward computation.
I1215 09:43:57.691391  2411 net.cpp:222] conv3_3 does not need backward computation.
I1215 09:43:57.691395  2411 net.cpp:222] conv3_2_fixed does not need backward computation.
I1215 09:43:57.691398  2411 net.cpp:222] relu3_2 does not need backward computation.
I1215 09:43:57.691401  2411 net.cpp:222] conv3_2 does not need backward computation.
I1215 09:43:57.691403  2411 net.cpp:222] conv3_1_fixed does not need backward computation.
I1215 09:43:57.691406  2411 net.cpp:222] relu3_1 does not need backward computation.
I1215 09:43:57.691408  2411 net.cpp:222] conv3_1 does not need backward computation.
I1215 09:43:57.691411  2411 net.cpp:222] pool2 does not need backward computation.
I1215 09:43:57.691414  2411 net.cpp:222] conv2_2_fixed does not need backward computation.
I1215 09:43:57.691416  2411 net.cpp:222] relu2_2 does not need backward computation.
I1215 09:43:57.691419  2411 net.cpp:222] conv2_2 does not need backward computation.
I1215 09:43:57.691422  2411 net.cpp:222] conv2_1_fixed does not need backward computation.
I1215 09:43:57.691424  2411 net.cpp:222] relu2_1 does not need backward computation.
I1215 09:43:57.691427  2411 net.cpp:222] conv2_1 does not need backward computation.
I1215 09:43:57.691431  2411 net.cpp:222] pool1 does not need backward computation.
I1215 09:43:57.691432  2411 net.cpp:222] conv1_2_fixed does not need backward computation.
I1215 09:43:57.691435  2411 net.cpp:222] relu1_2 does not need backward computation.
I1215 09:43:57.691437  2411 net.cpp:222] conv1_2 does not need backward computation.
I1215 09:43:57.691440  2411 net.cpp:222] conv1_1_fixed does not need backward computation.
I1215 09:43:57.691443  2411 net.cpp:222] relu1_1 does not need backward computation.
I1215 09:43:57.691445  2411 net.cpp:222] conv1_1 does not need backward computation.
I1215 09:43:57.691449  2411 net.cpp:222] data_data_fixed_0_split does not need backward computation.
I1215 09:43:57.691452  2411 net.cpp:222] data_fixed does not need backward computation.
I1215 09:43:57.691455  2411 net.cpp:222] data does not need backward computation.
I1215 09:43:57.691457  2411 net.cpp:264] This network produces output detection_eval
I1215 09:43:57.691550  2411 net.cpp:284] Network initialization done.
I1215 09:43:57.712288  2411 decent_q.cpp:190] Running test for 50 iterations.
I1215 09:43:57.712306  2411 decent_q.cpp:191] Start Test
I1215 09:43:57.712309  2411 net_test.cpp:138] Testing Detection Net with AP_TYPE: 11point ...
I1215 09:44:02.659796  2411 net_test.cpp:222] Test Results:
I1215 09:44:02.659812  2411 net_test.cpp:223]     Test net output #0: detection_eval = 0.780772
I1215 09:44:02.659833  2411 decent_q.cpp:200] Test Done!
I1215 09:44:02.875829  2411 decent_q.cpp:328] Start Deploy
I1215 09:44:03.108867  2411 decent_q.cpp:336] Deploy Done!
--------------------------------------------------
Output Fixed Train&Test Model:   "/data2/caffe/tutorial_test/caffe-ssd/DNNDK/decent_output/fix_train_test.prototxt"
Output Fixed Train&Test Weights: "/data2/caffe/tutorial_test/caffe-ssd/DNNDK/decent_output/fix_train_test.caffemodel"
Output Deploy Weights: "/data2/caffe/tutorial_test/caffe-ssd/DNNDK/decent_output/deploy.caffemodel"
Output Deploy Model:   "/data2/caffe/tutorial_test/caffe-ssd/DNNDK/decent_output/deploy.prototxt"