train.log

I1107 03:45:10.160109  1839 caffe.cpp:185] Using GPUs 0
I1107 03:45:10.254703  1839 caffe.cpp:190] GPU 0: Tesla K80
I1107 03:45:10.478312  1839 solver.cpp:48] Initializing solver from parameters: 
train_net: "models/pspnet101_VOC2012_train.prototxt"
test_interval: 100
base_lr: 1e-05
display: 100
max_iter: 200000
lr_policy: "poly"
gamma: 0.1
momentum: 0.9
weight_decay: 0.0001
stepsize: 20000
snapshot: 2000
snapshot_prefix: "jobs/pascal_voc/pspnet101_default/snapshots/pspnet101_default"
solver_mode: GPU
device_id: 0
regularization_type: "L2"
iter_size: 1
snapshot_format: BINARYPROTO
type: "SGD"
I1107 03:45:10.478468  1839 solver.cpp:81] Creating training net from train_net file: models/pspnet101_VOC2012_train.prototxt
I1107 03:45:10.484285  1839 net.cpp:49] Initializing net from parameters: 
name: "pspnet101_VOC2012"
state {
  phase: TRAIN
}
layer {
  name: "data"
  type: "ImageSegData"
  top: "data"
  top: "label"
  include {
    phase: TRAIN
  }
  transform_param {
    mirror: true
    crop_size: 377
    mean_value: 104.008
    mean_value: 116.669
    mean_value: 122.675
    scale_factors: 0.5
    scale_factors: 0.75
    scale_factors: 1
    scale_factors: 1.25
    scale_factors: 1.5
    scale_factors: 1.75
    scale_factors: 2
  }
  image_data_param {
    source: "/home/ubuntu/ThienAnh/PSPNet/splits/train.txt"
    batch_size: 2
    shuffle: true
    root_folder: "/home/ubuntu/PixelzData/Data"
    label_type: PIXEL
  }
}
layer {
  name: "conv1_1_3x3_s2"
  type: "Convolution"
  bottom: "data"
  top: "conv1_1_3x3_s2"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 64
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 2
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv1_1_3x3_s2/bn"
  type: "BN"
  bottom: "conv1_1_3x3_s2"
  top: "conv1_1_3x3_s2"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv1_1_3x3_s2/relu"
  type: "ReLU"
  bottom: "conv1_1_3x3_s2"
  top: "conv1_1_3x3_s2"
}
layer {
  name: "conv1_2_3x3"
  type: "Convolution"
  bottom: "conv1_1_3x3_s2"
  top: "conv1_2_3x3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 64
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv1_2_3x3/bn"
  type: "BN"
  bottom: "conv1_2_3x3"
  top: "conv1_2_3x3"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv1_2_3x3/relu"
  type: "ReLU"
  bottom: "conv1_2_3x3"
  top: "conv1_2_3x3"
}
layer {
  name: "conv1_3_3x3"
  type: "Convolution"
  bottom: "conv1_2_3x3"
  top: "conv1_3_3x3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv1_3_3x3/bn"
  type: "BN"
  bottom: "conv1_3_3x3"
  top: "conv1_3_3x3"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv1_3_3x3/relu"
  type: "ReLU"
  bottom: "conv1_3_3x3"
  top: "conv1_3_3x3"
}
layer {
  name: "pool1_3x3_s2"
  type: "Pooling"
  bottom: "conv1_3_3x3"
  top: "pool1_3x3_s2"
  pooling_param {
    pool: MAX
    kernel_size: 3
    stride: 2
    pad: 1
  }
}
layer {
  name: "conv2_1_1x1_reduce"
  type: "Convolution"
  bottom: "pool1_3x3_s2"
  top: "conv2_1_1x1_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 64
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv2_1_1x1_reduce/bn"
  type: "BN"
  bottom: "conv2_1_1x1_reduce"
  top: "conv2_1_1x1_reduce"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv2_1_1x1_reduce/relu"
  type: "ReLU"
  bottom: "conv2_1_1x1_reduce"
  top: "conv2_1_1x1_reduce"
}
layer {
  name: "conv2_1_3x3"
  type: "Convolution"
  bottom: "conv2_1_1x1_reduce"
  top: "conv2_1_3x3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 64
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv2_1_3x3/bn"
  type: "BN"
  bottom: "conv2_1_3x3"
  top: "conv2_1_3x3"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv2_1_3x3/relu"
  type: "ReLU"
  bottom: "conv2_1_3x3"
  top: "conv2_1_3x3"
}
layer {
  name: "conv2_1_1x1_increase"
  type: "Convolution"
  bottom: "conv2_1_3x3"
  top: "conv2_1_1x1_increase"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv2_1_1x1_increase/bn"
  type: "BN"
  bottom: "conv2_1_1x1_increase"
  top: "conv2_1_1x1_increase"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv2_1_1x1_proj"
  type: "Convolution"
  bottom: "pool1_3x3_s2"
  top: "conv2_1_1x1_proj"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv2_1_1x1_proj/bn"
  type: "BN"
  bottom: "conv2_1_1x1_proj"
  top: "conv2_1_1x1_proj"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv2_1"
  type: "Eltwise"
  bottom: "conv2_1_1x1_proj"
  bottom: "conv2_1_1x1_increase"
  top: "conv2_1"
  eltwise_param {
    operation: SUM
  }
}
layer {
  name: "conv2_1/relu"
  type: "ReLU"
  bottom: "conv2_1"
  top: "conv2_1"
}
layer {
  name: "conv2_2_1x1_reduce"
  type: "Convolution"
  bottom: "conv2_1"
  top: "conv2_2_1x1_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 64
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv2_2_1x1_reduce/bn"
  type: "BN"
  bottom: "conv2_2_1x1_reduce"
  top: "conv2_2_1x1_reduce"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv2_2_1x1_reduce/relu"
  type: "ReLU"
  bottom: "conv2_2_1x1_reduce"
  top: "conv2_2_1x1_reduce"
}
layer {
  name: "conv2_2_3x3"
  type: "Convolution"
  bottom: "conv2_2_1x1_reduce"
  top: "conv2_2_3x3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 64
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv2_2_3x3/bn"
  type: "BN"
  bottom: "conv2_2_3x3"
  top: "conv2_2_3x3"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv2_2_3x3/relu"
  type: "ReLU"
  bottom: "conv2_2_3x3"
  top: "conv2_2_3x3"
}
layer {
  name: "conv2_2_1x1_increase"
  type: "Convolution"
  bottom: "conv2_2_3x3"
  top: "conv2_2_1x1_increase"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv2_2_1x1_increase/bn"
  type: "BN"
  bottom: "conv2_2_1x1_increase"
  top: "conv2_2_1x1_increase"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv2_2"
  type: "Eltwise"
  bottom: "conv2_1"
  bottom: "conv2_2_1x1_increase"
  top: "conv2_2"
  eltwise_param {
    operation: SUM
  }
}
layer {
  name: "conv2_2/relu"
  type: "ReLU"
  bottom: "conv2_2"
  top: "conv2_2"
}
layer {
  name: "conv2_3_1x1_reduce"
  type: "Convolution"
  bottom: "conv2_2"
  top: "conv2_3_1x1_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 64
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv2_3_1x1_reduce/bn"
  type: "BN"
  bottom: "conv2_3_1x1_reduce"
  top: "conv2_3_1x1_reduce"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv2_3_1x1_reduce/relu"
  type: "ReLU"
  bottom: "conv2_3_1x1_reduce"
  top: "conv2_3_1x1_reduce"
}
layer {
  name: "conv2_3_3x3"
  type: "Convolution"
  bottom: "conv2_3_1x1_reduce"
  top: "conv2_3_3x3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 64
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv2_3_3x3/bn"
  type: "BN"
  bottom: "conv2_3_3x3"
  top: "conv2_3_3x3"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv2_3_3x3/relu"
  type: "ReLU"
  bottom: "conv2_3_3x3"
  top: "conv2_3_3x3"
}
layer {
  name: "conv2_3_1x1_increase"
  type: "Convolution"
  bottom: "conv2_3_3x3"
  top: "conv2_3_1x1_increase"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv2_3_1x1_increase/bn"
  type: "BN"
  bottom: "conv2_3_1x1_increase"
  top: "conv2_3_1x1_increase"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv2_3"
  type: "Eltwise"
  bottom: "conv2_2"
  bottom: "conv2_3_1x1_increase"
  top: "conv2_3"
  eltwise_param {
    operation: SUM
  }
}
layer {
  name: "conv2_3/relu"
  type: "ReLU"
  bottom: "conv2_3"
  top: "conv2_3"
}
layer {
  name: "conv3_1_1x1_reduce"
  type: "Convolution"
  bottom: "conv2_3"
  top: "conv3_1_1x1_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv3_1_1x1_reduce/bn"
  type: "BN"
  bottom: "conv3_1_1x1_reduce"
  top: "conv3_1_1x1_reduce"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv3_1_1x1_reduce/relu"
  type: "ReLU"
  bottom: "conv3_1_1x1_reduce"
  top: "conv3_1_1x1_reduce"
}
layer {
  name: "conv3_1_3x3"
  type: "Convolution"
  bottom: "conv3_1_1x1_reduce"
  top: "conv3_1_3x3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 2
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv3_1_3x3/bn"
  type: "BN"
  bottom: "conv3_1_3x3"
  top: "conv3_1_3x3"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv3_1_3x3/relu"
  type: "ReLU"
  bottom: "conv3_1_3x3"
  top: "conv3_1_3x3"
}
layer {
  name: "conv3_1_1x1_increase"
  type: "Convolution"
  bottom: "conv3_1_3x3"
  top: "conv3_1_1x1_increase"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 512
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv3_1_1x1_increase/bn"
  type: "BN"
  bottom: "conv3_1_1x1_increase"
  top: "conv3_1_1x1_increase"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv3_1_1x1_proj"
  type: "Convolution"
  bottom: "conv2_3"
  top: "conv3_1_1x1_proj"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 512
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 2
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv3_1_1x1_proj/bn"
  type: "BN"
  bottom: "conv3_1_1x1_proj"
  top: "conv3_1_1x1_proj"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv3_1"
  type: "Eltwise"
  bottom: "conv3_1_1x1_proj"
  bottom: "conv3_1_1x1_increase"
  top: "conv3_1"
  eltwise_param {
    operation: SUM
  }
}
layer {
  name: "conv3_1/relu"
  type: "ReLU"
  bottom: "conv3_1"
  top: "conv3_1"
}
layer {
  name: "conv3_2_1x1_reduce"
  type: "Convolution"
  bottom: "conv3_1"
  top: "conv3_2_1x1_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv3_2_1x1_reduce/bn"
  type: "BN"
  bottom: "conv3_2_1x1_reduce"
  top: "conv3_2_1x1_reduce"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv3_2_1x1_reduce/relu"
  type: "ReLU"
  bottom: "conv3_2_1x1_reduce"
  top: "conv3_2_1x1_reduce"
}
layer {
  name: "conv3_2_3x3"
  type: "Convolution"
  bottom: "conv3_2_1x1_reduce"
  top: "conv3_2_3x3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv3_2_3x3/bn"
  type: "BN"
  bottom: "conv3_2_3x3"
  top: "conv3_2_3x3"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv3_2_3x3/relu"
  type: "ReLU"
  bottom: "conv3_2_3x3"
  top: "conv3_2_3x3"
}
layer {
  name: "conv3_2_1x1_increase"
  type: "Convolution"
  bottom: "conv3_2_3x3"
  top: "conv3_2_1x1_increase"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 512
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv3_2_1x1_increase/bn"
  type: "BN"
  bottom: "conv3_2_1x1_increase"
  top: "conv3_2_1x1_increase"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv3_2"
  type: "Eltwise"
  bottom: "conv3_1"
  bottom: "conv3_2_1x1_increase"
  top: "conv3_2"
  eltwise_param {
    operation: SUM
  }
}
layer {
  name: "conv3_2/relu"
  type: "ReLU"
  bottom: "conv3_2"
  top: "conv3_2"
}
layer {
  name: "conv3_3_1x1_reduce"
  type: "Convolution"
  bottom: "conv3_2"
  top: "conv3_3_1x1_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv3_3_1x1_reduce/bn"
  type: "BN"
  bottom: "conv3_3_1x1_reduce"
  top: "conv3_3_1x1_reduce"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv3_3_1x1_reduce/relu"
  type: "ReLU"
  bottom: "conv3_3_1x1_reduce"
  top: "conv3_3_1x1_reduce"
}
layer {
  name: "conv3_3_3x3"
  type: "Convolution"
  bottom: "conv3_3_1x1_reduce"
  top: "conv3_3_3x3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv3_3_3x3/bn"
  type: "BN"
  bottom: "conv3_3_3x3"
  top: "conv3_3_3x3"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv3_3_3x3/relu"
  type: "ReLU"
  bottom: "conv3_3_3x3"
  top: "conv3_3_3x3"
}
layer {
  name: "conv3_3_1x1_increase"
  type: "Convolution"
  bottom: "conv3_3_3x3"
  top: "conv3_3_1x1_increase"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 512
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv3_3_1x1_increase/bn"
  type: "BN"
  bottom: "conv3_3_1x1_increase"
  top: "conv3_3_1x1_increase"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv3_3"
  type: "Eltwise"
  bottom: "conv3_2"
  bottom: "conv3_3_1x1_increase"
  top: "conv3_3"
  eltwise_param {
    operation: SUM
  }
}
layer {
  name: "conv3_3/relu"
  type: "ReLU"
  bottom: "conv3_3"
  top: "conv3_3"
}
layer {
  name: "conv3_4_1x1_reduce"
  type: "Convolution"
  bottom: "conv3_3"
  top: "conv3_4_1x1_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv3_4_1x1_reduce/bn"
  type: "BN"
  bottom: "conv3_4_1x1_reduce"
  top: "conv3_4_1x1_reduce"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv3_4_1x1_reduce/relu"
  type: "ReLU"
  bottom: "conv3_4_1x1_reduce"
  top: "conv3_4_1x1_reduce"
}
layer {
  name: "conv3_4_3x3"
  type: "Convolution"
  bottom: "conv3_4_1x1_reduce"
  top: "conv3_4_3x3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv3_4_3x3/bn"
  type: "BN"
  bottom: "conv3_4_3x3"
  top: "conv3_4_3x3"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv3_4_3x3/relu"
  type: "ReLU"
  bottom: "conv3_4_3x3"
  top: "conv3_4_3x3"
}
layer {
  name: "conv3_4_1x1_increase"
  type: "Convolution"
  bottom: "conv3_4_3x3"
  top: "conv3_4_1x1_increase"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 512
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv3_4_1x1_increase/bn"
  type: "BN"
  bottom: "conv3_4_1x1_increase"
  top: "conv3_4_1x1_increase"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv3_4"
  type: "Eltwise"
  bottom: "conv3_3"
  bottom: "conv3_4_1x1_increase"
  top: "conv3_4"
  eltwise_param {
    operation: SUM
  }
}
layer {
  name: "conv3_4/relu"
  type: "ReLU"
  bottom: "conv3_4"
  top: "conv3_4"
}
layer {
  name: "conv4_1_1x1_reduce"
  type: "Convolution"
  bottom: "conv3_4"
  top: "conv4_1_1x1_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv4_1_1x1_reduce/bn"
  type: "BN"
  bottom: "conv4_1_1x1_reduce"
  top: "conv4_1_1x1_reduce"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv4_1_1x1_reduce/relu"
  type: "ReLU"
  bottom: "conv4_1_1x1_reduce"
  top: "conv4_1_1x1_reduce"
}
layer {
  name: "conv4_1_3x3"
  type: "Convolution"
  bottom: "conv4_1_1x1_reduce"
  top: "conv4_1_3x3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 2
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "msra"
    }
    dilation: 2
  }
}
layer {
  name: "conv4_1_3x3/bn"
  type: "BN"
  bottom: "conv4_1_3x3"
  top: "conv4_1_3x3"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv4_1_3x3/relu"
  type: "ReLU"
  bottom: "conv4_1_3x3"
  top: "conv4_1_3x3"
}
layer {
  name: "conv4_1_1x1_increase"
  type: "Convolution"
  bottom: "conv4_1_3x3"
  top: "conv4_1_1x1_increase"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 1024
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv4_1_1x1_increase/bn"
  type: "BN"
  bottom: "conv4_1_1x1_increase"
  top: "conv4_1_1x1_increase"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv4_1_1x1_proj"
  type: "Convolution"
  bottom: "conv3_4"
  top: "conv4_1_1x1_proj"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 1024
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv4_1_1x1_proj/bn"
  type: "BN"
  bottom: "conv4_1_1x1_proj"
  top: "conv4_1_1x1_proj"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv4_1"
  type: "Eltwise"
  bottom: "conv4_1_1x1_proj"
  bottom: "conv4_1_1x1_increase"
  top: "conv4_1"
  eltwise_param {
    operation: SUM
  }
}
layer {
  name: "conv4_1/relu"
  type: "ReLU"
  bottom: "conv4_1"
  top: "conv4_1"
}
layer {
  name: "conv4_2_1x1_reduce"
  type: "Convolution"
  bottom: "conv4_1"
  top: "conv4_2_1x1_reduce"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "conv4_2_1x1_reduce/bn"
  type: "BN"
  bottom: "conv4_2_1x1_reduce"
  top: "conv4_2_1x1_reduce"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    slope_filler {
      type: "constant"
      value: 1
    }
    bias_filler {
      type: "constant"
      value: 0
    }
    momentum: 0.95
    frozen: true
  }
}
layer {
  name: "conv4_2_1x1_reduce/relu"
  type: "ReLU"
  bottom: "conv4_2_1x1_reduce"
  top: "conv4_2_1x1_reduce"
}
layer {
  name: "conv4_2_3x3"
  type: "Convolution"
  bottom: "conv4_2_1x1_reduce"
  top: "conv4_2_3x3"
  param {
    lr_mult: 1
    decay_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 2
    kernel_size: 3
    stride: 1
    weight_filler {
      type: "msra"
    }
    dilation: 2
  }
}
layer {
  name: "conv4_2_3x3/bn"
  type: "BN"
  bottom: "conv4_2_3x3"
  top: "conv4_2_3x3"
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 1
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  param {
    lr_mult: 0
    decay_mult: 0
  }
  bn_param {
    
I1107 03:45:10.486088  1839 layer_factory.hpp:77] Creating layer data
I1107 03:45:10.486137  1839 net.cpp:106] Creating Layer data
I1107 03:45:10.486145  1839 net.cpp:411] data -> data
I1107 03:45:10.486171  1839 net.cpp:411] data -> label
I1107 03:45:10.486181  1839 net.cpp:411] data -> (automatic)
I1107 03:45:10.486518  1839 image_seg_data_layer.cpp:46] Opening file /home/ubuntu/ThienAnh/PSPNet/splits/train.txt
I1107 03:45:10.498131  1839 image_seg_data_layer.cpp:63] Shuffling data
I1107 03:45:10.499331  1839 image_seg_data_layer.cpp:68] A total of 6905 images.
I1107 03:45:10.517545  1839 image_seg_data_layer.cpp:137] output data size: 2,3,377,377
I1107 03:45:10.517565  1839 image_seg_data_layer.cpp:141] output label size: 2,1,377,377
I1107 03:45:10.517570  1839 image_seg_data_layer.cpp:145] output data_dim size: 2,1,1,2
I1107 03:45:10.535974  1839 net.cpp:150] Setting up data
I1107 03:45:10.536005  1839 net.cpp:157] Top shape: 2 3 377 377 (852774)
I1107 03:45:10.536015  1839 net.cpp:157] Top shape: 2 1 377 377 (284258)
I1107 03:45:10.536020  1839 net.cpp:157] Top shape: 2 1 1 2 (4)
I1107 03:45:10.536025  1839 net.cpp:165] Memory required for data: 4548144
I1107 03:45:10.536036  1839 layer_factory.hpp:77] Creating layer label_data_1_split
I1107 03:45:10.536054  1839 net.cpp:106] Creating Layer label_data_1_split
I1107 03:45:10.536064  1839 net.cpp:454] label_data_1_split <- label
I1107 03:45:10.536083  1839 net.cpp:411] label_data_1_split -> label_data_1_split_0
I1107 03:45:10.536103  1839 net.cpp:411] label_data_1_split -> label_data_1_split_1
I1107 03:45:10.536170  1839 net.cpp:150] Setting up label_data_1_split
I1107 03:45:10.536180  1839 net.cpp:157] Top shape: 2 1 377 377 (284258)
I1107 03:45:10.536187  1839 net.cpp:157] Top shape: 2 1 377 377 (284258)
I1107 03:45:10.536193  1839 net.cpp:165] Memory required for data: 6822208
I1107 03:45:10.536200  1839 layer_factory.hpp:77] Creating layer conv1_1_3x3_s2
I1107 03:45:10.536226  1839 net.cpp:106] Creating Layer conv1_1_3x3_s2
I1107 03:45:10.536234  1839 net.cpp:454] conv1_1_3x3_s2 <- data
I1107 03:45:10.536249  1839 net.cpp:411] conv1_1_3x3_s2 -> conv1_1_3x3_s2
I1107 03:45:10.537063  1839 net.cpp:150] Setting up conv1_1_3x3_s2
I1107 03:45:10.537081  1839 net.cpp:157] Top shape: 2 64 189 189 (4572288)
I1107 03:45:10.537087  1839 net.cpp:165] Memory required for data: 25111360
I1107 03:45:10.537107  1839 layer_factory.hpp:77] Creating layer conv1_1_3x3_s2/bn
I1107 03:45:10.537124  1839 net.cpp:106] Creating Layer conv1_1_3x3_s2/bn
I1107 03:45:10.537132  1839 net.cpp:454] conv1_1_3x3_s2/bn <- conv1_1_3x3_s2
I1107 03:45:10.537140  1839 net.cpp:397] conv1_1_3x3_s2/bn -> conv1_1_3x3_s2 (in-place)
I1107 03:45:10.538466  1839 net.cpp:150] Setting up conv1_1_3x3_s2/bn
I1107 03:45:10.538487  1839 net.cpp:157] Top shape: 2 64 189 189 (4572288)
I1107 03:45:10.538494  1839 net.cpp:165] Memory required for data: 43400512
I1107 03:45:10.538512  1839 layer_factory.hpp:77] Creating layer conv1_1_3x3_s2/relu
I1107 03:45:10.538533  1839 net.cpp:106] Creating Layer conv1_1_3x3_s2/relu
I1107 03:45:10.538540  1839 net.cpp:454] conv1_1_3x3_s2/relu <- conv1_1_3x3_s2
I1107 03:45:10.538548  1839 net.cpp:397] conv1_1_3x3_s2/relu -> conv1_1_3x3_s2 (in-place)
I1107 03:45:10.538558  1839 net.cpp:150] Setting up conv1_1_3x3_s2/relu
I1107 03:45:10.538568  1839 net.cpp:157] Top shape: 2 64 189 189 (4572288)
I1107 03:45:10.538573  1839 net.cpp:165] Memory required for data: 61689664
I1107 03:45:10.538578  1839 layer_factory.hpp:77] Creating layer conv1_2_3x3
I1107 03:45:10.538592  1839 net.cpp:106] Creating Layer conv1_2_3x3
I1107 03:45:10.538599  1839 net.cpp:454] conv1_2_3x3 <- conv1_1_3x3_s2
I1107 03:45:10.538607  1839 net.cpp:411] conv1_2_3x3 -> conv1_2_3x3
I1107 03:45:10.539172  1839 net.cpp:150] Setting up conv1_2_3x3
I1107 03:45:10.539191  1839 net.cpp:157] Top shape: 2 64 189 189 (4572288)
I1107 03:45:10.539198  1839 net.cpp:165] Memory required for data: 79978816
I1107 03:45:10.539206  1839 layer_factory.hpp:77] Creating layer conv1_2_3x3/bn
I1107 03:45:10.539222  1839 net.cpp:106] Creating Layer conv1_2_3x3/bn
I1107 03:45:10.539227  1839 net.cpp:454] conv1_2_3x3/bn <- conv1_2_3x3
I1107 03:45:10.539237  1839 net.cpp:397] conv1_2_3x3/bn -> conv1_2_3x3 (in-place)
I1107 03:45:10.539466  1839 net.cpp:150] Setting up conv1_2_3x3/bn
I1107 03:45:10.539484  1839 net.cpp:157] Top shape: 2 64 189 189 (4572288)
I1107 03:45:10.539489  1839 net.cpp:165] Memory required for data: 98267968
I1107 03:45:10.539505  1839 layer_factory.hpp:77] Creating layer conv1_2_3x3/relu
I1107 03:45:10.539517  1839 net.cpp:106] Creating Layer conv1_2_3x3/relu
I1107 03:45:10.539523  1839 net.cpp:454] conv1_2_3x3/relu <- conv1_2_3x3
I1107 03:45:10.539530  1839 net.cpp:397] conv1_2_3x3/relu -> conv1_2_3x3 (in-place)
I1107 03:45:10.539541  1839 net.cpp:150] Setting up conv1_2_3x3/relu
I1107 03:45:10.539547  1839 net.cpp:157] Top shape: 2 64 189 189 (4572288)
I1107 03:45:10.539551  1839 net.cpp:165] Memory required for data: 116557120
I1107 03:45:10.539556  1839 layer_factory.hpp:77] Creating layer conv1_3_3x3
I1107 03:45:10.539573  1839 net.cpp:106] Creating Layer conv1_3_3x3
I1107 03:45:10.539580  1839 net.cpp:454] conv1_3_3x3 <- conv1_2_3x3
I1107 03:45:10.539589  1839 net.cpp:411] conv1_3_3x3 -> conv1_3_3x3
I1107 03:45:10.541009  1839 net.cpp:150] Setting up conv1_3_3x3
I1107 03:45:10.541030  1839 net.cpp:157] Top shape: 2 128 189 189 (9144576)
I1107 03:45:10.541036  1839 net.cpp:165] Memory required for data: 153135424
I1107 03:45:10.541044  1839 layer_factory.hpp:77] Creating layer conv1_3_3x3/bn
I1107 03:45:10.541055  1839 net.cpp:106] Creating Layer conv1_3_3x3/bn
I1107 03:45:10.541062  1839 net.cpp:454] conv1_3_3x3/bn <- conv1_3_3x3
I1107 03:45:10.541074  1839 net.cpp:397] conv1_3_3x3/bn -> conv1_3_3x3 (in-place)
I1107 03:45:10.541327  1839 net.cpp:150] Setting up conv1_3_3x3/bn
I1107 03:45:10.541345  1839 net.cpp:157] Top shape: 2 128 189 189 (9144576)
I1107 03:45:10.541352  1839 net.cpp:165] Memory required for data: 189713728
I1107 03:45:10.541364  1839 layer_factory.hpp:77] Creating layer conv1_3_3x3/relu
I1107 03:45:10.541373  1839 net.cpp:106] Creating Layer conv1_3_3x3/relu
I1107 03:45:10.541414  1839 net.cpp:454] conv1_3_3x3/relu <- conv1_3_3x3
I1107 03:45:10.541429  1839 net.cpp:397] conv1_3_3x3/relu -> conv1_3_3x3 (in-place)
I1107 03:45:10.541440  1839 net.cpp:150] Setting up conv1_3_3x3/relu
I1107 03:45:10.541460  1839 net.cpp:157] Top shape: 2 128 189 189 (9144576)
I1107 03:45:10.541473  1839 net.cpp:165] Memory required for data: 226292032
I1107 03:45:10.541481  1839 layer_factory.hpp:77] Creating layer pool1_3x3_s2
I1107 03:45:10.541491  1839 net.cpp:106] Creating Layer pool1_3x3_s2
I1107 03:45:10.541502  1839 net.cpp:454] pool1_3x3_s2 <- conv1_3_3x3
I1107 03:45:10.541512  1839 net.cpp:411] pool1_3x3_s2 -> pool1_3x3_s2
I1107 03:45:10.541579  1839 net.cpp:150] Setting up pool1_3x3_s2
I1107 03:45:10.541594  1839 net.cpp:157] Top shape: 2 128 95 95 (2310400)
I1107 03:45:10.541597  1839 net.cpp:165] Memory required for data: 235533632
I1107 03:45:10.541600  1839 layer_factory.hpp:77] Creating layer pool1_3x3_s2_pool1_3x3_s2_0_split
I1107 03:45:10.541607  1839 net.cpp:106] Creating Layer pool1_3x3_s2_pool1_3x3_s2_0_split
I1107 03:45:10.541612  1839 net.cpp:454] pool1_3x3_s2_pool1_3x3_s2_0_split <- pool1_3x3_s2
I1107 03:45:10.541620  1839 net.cpp:411] pool1_3x3_s2_pool1_3x3_s2_0_split -> pool1_3x3_s2_pool1_3x3_s2_0_split_0
I1107 03:45:10.541635  1839 net.cpp:411] pool1_3x3_s2_pool1_3x3_s2_0_split -> pool1_3x3_s2_pool1_3x3_s2_0_split_1
I1107 03:45:10.541697  1839 net.cpp:150] Setting up pool1_3x3_s2_pool1_3x3_s2_0_split
I1107 03:45:10.541712  1839 net.cpp:157] Top shape: 2 128 95 95 (2310400)
I1107 03:45:10.541715  1839 net.cpp:157] Top shape: 2 128 95 95 (2310400)
I1107 03:45:10.541718  1839 net.cpp:165] Memory required for data: 254016832
I1107 03:45:10.541721  1839 layer_factory.hpp:77] Creating layer conv2_1_1x1_reduce
I1107 03:45:10.541738  1839 net.cpp:106] Creating Layer conv2_1_1x1_reduce
I1107 03:45:10.541750  1839 net.cpp:454] conv2_1_1x1_reduce <- pool1_3x3_s2_pool1_3x3_s2_0_split_0
I1107 03:45:10.541760  1839 net.cpp:411] conv2_1_1x1_reduce -> conv2_1_1x1_reduce
I1107 03:45:10.542592  1839 net.cpp:150] Setting up conv2_1_1x1_reduce
I1107 03:45:10.542610  1839 net.cpp:157] Top shape: 2 64 95 95 (1155200)
I1107 03:45:10.542613  1839 net.cpp:165] Memory required for data: 258637632
I1107 03:45:10.542618  1839 layer_factory.hpp:77] Creating layer conv2_1_1x1_reduce/bn
I1107 03:45:10.542630  1839 net.cpp:106] Creating Layer conv2_1_1x1_reduce/bn
I1107 03:45:10.542642  1839 net.cpp:454] conv2_1_1x1_reduce/bn <- conv2_1_1x1_reduce
I1107 03:45:10.542652  1839 net.cpp:397] conv2_1_1x1_reduce/bn -> conv2_1_1x1_reduce (in-place)
I1107 03:45:10.542881  1839 net.cpp:150] Setting up conv2_1_1x1_reduce/bn
I1107 03:45:10.542897  1839 net.cpp:157] Top shape: 2 64 95 95 (1155200)
I1107 03:45:10.542902  1839 net.cpp:165] Memory required for data: 263258432
I1107 03:45:10.542923  1839 layer_factory.hpp:77] Creating layer conv2_1_1x1_reduce/relu
I1107 03:45:10.542935  1839 net.cpp:106] Creating Layer conv2_1_1x1_reduce/relu
I1107 03:45:10.542943  1839 net.cpp:454] conv2_1_1x1_reduce/relu <- conv2_1_1x1_reduce
I1107 03:45:10.542950  1839 net.cpp:397] conv2_1_1x1_reduce/relu -> conv2_1_1x1_reduce (in-place)
I1107 03:45:10.542958  1839 net.cpp:150] Setting up conv2_1_1x1_reduce/relu
I1107 03:45:10.542965  1839 net.cpp:157] Top shape: 2 64 95 95 (1155200)
I1107 03:45:10.542970  1839 net.cpp:165] Memory required for data: 267879232
I1107 03:45:10.542975  1839 layer_factory.hpp:77] Creating layer conv2_1_3x3
I1107 03:45:10.542996  1839 net.cpp:106] Creating Layer conv2_1_3x3
I1107 03:45:10.543004  1839 net.cpp:454] conv2_1_3x3 <- conv2_1_1x1_reduce
I1107 03:45:10.543015  1839 net.cpp:411] conv2_1_3x3 -> conv2_1_3x3
I1107 03:45:10.543562  1839 net.cpp:150] Setting up conv2_1_3x3
I1107 03:45:10.543597  1839 net.cpp:157] Top shape: 2 64 95 95 (1155200)
I1107 03:45:10.543604  1839 net.cpp:165] Memory required for data: 272500032
I1107 03:45:10.543612  1839 layer_factory.hpp:77] Creating layer conv2_1_3x3/bn
I1107 03:45:10.543622  1839 net.cpp:106] Creating Layer conv2_1_3x3/bn
I1107 03:45:10.543627  1839 net.cpp:454] conv2_1_3x3/bn <- conv2_1_3x3
I1107 03:45:10.543656  1839 net.cpp:397] conv2_1_3x3/bn -> conv2_1_3x3 (in-place)
I1107 03:45:10.543884  1839 net.cpp:150] Setting up conv2_1_3x3/bn
I1107 03:45:10.543898  1839 net.cpp:157] Top shape: 2 64 95 95 (1155200)
I1107 03:45:10.543910  1839 net.cpp:165] Memory required for data: 277120832
I1107 03:45:10.543921  1839 layer_factory.hpp:77] Creating layer conv2_1_3x3/relu
I1107 03:45:10.543931  1839 net.cpp:106] Creating Layer conv2_1_3x3/relu
I1107 03:45:10.543936  1839 net.cpp:454] conv2_1_3x3/relu <- conv2_1_3x3
I1107 03:45:10.543942  1839 net.cpp:397] conv2_1_3x3/relu -> conv2_1_3x3 (in-place)
I1107 03:45:10.543951  1839 net.cpp:150] Setting up conv2_1_3x3/relu
I1107 03:45:10.543958  1839 net.cpp:157] Top shape: 2 64 95 95 (1155200)
I1107 03:45:10.543962  1839 net.cpp:165] Memory required for data: 281741632
I1107 03:45:10.543967  1839 layer_factory.hpp:77] Creating layer conv2_1_1x1_increase
I1107 03:45:10.543980  1839 net.cpp:106] Creating Layer conv2_1_1x1_increase
I1107 03:45:10.543988  1839 net.cpp:454] conv2_1_1x1_increase <- conv2_1_3x3
I1107 03:45:10.543999  1839 net.cpp:411] conv2_1_1x1_increase -> conv2_1_1x1_increase
I1107 03:45:10.544381  1839 net.cpp:150] Setting up conv2_1_1x1_increase
I1107 03:45:10.544397  1839 net.cpp:157] Top shape: 2 256 95 95 (4620800)
I1107 03:45:10.544404  1839 net.cpp:165] Memory required for data: 300224832
I1107 03:45:10.544411  1839 layer_factory.hpp:77] Creating layer conv2_1_1x1_increase/bn
I1107 03:45:10.544430  1839 net.cpp:106] Creating Layer conv2_1_1x1_increase/bn
I1107 03:45:10.544442  1839 net.cpp:454] conv2_1_1x1_increase/bn <- conv2_1_1x1_increase
I1107 03:45:10.544453  1839 net.cpp:397] conv2_1_1x1_increase/bn -> conv2_1_1x1_increase (in-place)
I1107 03:45:10.544654  1839 net.cpp:150] Setting up conv2_1_1x1_increase/bn
I1107 03:45:10.544674  1839 net.cpp:157] Top shape: 2 256 95 95 (4620800)
I1107 03:45:10.544679  1839 net.cpp:165] Memory required for data: 318708032
I1107 03:45:10.544697  1839 layer_factory.hpp:77] Creating layer conv2_1_1x1_proj
I1107 03:45:10.544719  1839 net.cpp:106] Creating Layer conv2_1_1x1_proj
I1107 03:45:10.544733  1839 net.cpp:454] conv2_1_1x1_proj <- pool1_3x3_s2_pool1_3x3_s2_0_split_1
I1107 03:45:10.544744  1839 net.cpp:411] conv2_1_1x1_proj -> conv2_1_1x1_proj
I1107 03:45:10.545280  1839 net.cpp:150] Setting up conv2_1_1x1_proj
I1107 03:45:10.545296  1839 net.cpp:157] Top shape: 2 256 95 95 (4620800)
I1107 03:45:10.545301  1839 net.cpp:165] Memory required for data: 337191232
I1107 03:45:10.545308  1839 layer_factory.hpp:77] Creating layer conv2_1_1x1_proj/bn
I1107 03:45:10.545320  1839 net.cpp:106] Creating Layer conv2_1_1x1_proj/bn
I1107 03:45:10.545325  1839 net.cpp:454] conv2_1_1x1_proj/bn <- conv2_1_1x1_proj
I1107 03:45:10.545336  1839 net.cpp:397] conv2_1_1x1_proj/bn -> conv2_1_1x1_proj (in-place)
I1107 03:45:10.545536  1839 net.cpp:150] Setting up conv2_1_1x1_proj/bn
I1107 03:45:10.545552  1839 net.cpp:157] Top shape: 2 256 95 95 (4620800)
I1107 03:45:10.545557  1839 net.cpp:165] Memory required for data: 355674432
I1107 03:45:10.545575  1839 layer_factory.hpp:77] Creating layer conv2_1
I1107 03:45:10.545588  1839 net.cpp:106] Creating Layer conv2_1
I1107 03:45:10.545594  1839 net.cpp:454] conv2_1 <- conv2_1_1x1_proj
I1107 03:45:10.545600  1839 net.cpp:454] conv2_1 <- conv2_1_1x1_increase
I1107 03:45:10.545613  1839 net.cpp:411] conv2_1 -> conv2_1
I1107 03:45:10.545648  1839 net.cpp:150] Setting up conv2_1
I1107 03:45:10.545676  1839 net.cpp:157] Top shape: 2 256 95 95 (4620800)
I1107 03:45:10.545682  1839 net.cpp:165] Memory required for data: 374157632
I1107 03:45:10.545686  1839 layer_factory.hpp:77] Creating layer conv2_1/relu
I1107 03:45:10.545694  1839 net.cpp:106] Creating Layer conv2_1/relu
I1107 03:45:10.545701  1839 net.cpp:454] conv2_1/relu <- conv2_1
I1107 03:45:10.545707  1839 net.cpp:397] conv2_1/relu -> conv2_1 (in-place)
I1107 03:45:10.545717  1839 net.cpp:150] Setting up conv2_1/relu
I1107 03:45:10.545723  1839 net.cpp:157] Top shape: 2 256 95 95 (4620800)
I1107 03:45:10.545728  1839 net.cpp:165] Memory required for data: 392640832
I1107 03:45:10.545747  1839 layer_factory.hpp:77] Creating layer conv2_1_conv2_1/relu_0_split
I1107 03:45:10.545759  1839 net.cpp:106] Creating Layer conv2_1_conv2_1/relu_0_split
I1107 03:45:10.545764  1839 net.cpp:454] conv2_1_conv2_1/relu_0_split <- conv2_1
I1107 03:45:10.545773  1839 net.cpp:411] conv2_1_conv2_1/relu_0_split -> conv2_1_conv2_1/relu_0_split_0
I1107 03:45:10.545789  1839 net.cpp:411] conv2_1_conv2_1/relu_0_split -> conv2_1_conv2_1/relu_0_split_1
I1107 03:45:10.545837  1839 net.cpp:150] Setting up conv2_1_conv2_1/relu_0_split
I1107 03:45:10.545853  1839 net.cpp:157] Top shape: 2 256 95 95 (4620800)
I1107 03:45:10.545862  1839 net.cpp:157] Top shape: 2 256 95 95 (4620800)
I1107 03:45:10.545866  1839 net.cpp:165] Memory required for data: 429607232
I1107 03:45:10.545871  1839 layer_factory.hpp:77] Creating layer conv2_2_1x1_reduce
I1107 03:45:10.545884  1839 net.cpp:106] Creating Layer conv2_2_1x1_reduce
I1107 03:45:10.545892  1839 net.cpp:454] conv2_2_1x1_reduce <- conv2_1_conv2_1/relu_0_split_0
I1107 03:45:10.545904  1839 net.cpp:411] conv2_2_1x1_reduce -> conv2_2_1x1_reduce
I1107 03:45:10.546236  1839 net.cpp:150] Setting up conv2_2_1x1_reduce
I1107 03:45:10.546250  1839 net.cpp:157] Top shape: 2 64 95 95 (1155200)
I1107 03:45:10.546257  1839 net.cpp:165] Memory required for data: 434228032
I1107 03:45:10.546263  1839 layer_factory.hpp:77] Creating layer conv2_2_1x1_reduce/bn
I1107 03:45:10.546273  1839 net.cpp:106] Creating Layer conv2_2_1x1_reduce/bn
I1107 03:45:10.546279  1839 net.cpp:454] conv2_2_1x1_reduce/bn <- conv2_2_1x1_reduce
I1107 03:45:10.546294  1839 net.cpp:397] conv2_2_1x1_reduce/bn -> conv2_2_1x1_reduce (in-place)
I1107 03:45:10.546494  1839 net.cpp:150] Setting up conv2_2_1x1_reduce/bn
I1107 03:45:10.546509  1839 net.cpp:157] Top shape: 2 64 95 95 (1155200)
I1107 03:45:10.546514  1839 net.cpp:165] Memory required for data: 438848832
I1107 03:45:10.546526  1839 layer_factory.hpp:77] Creating layer conv2_2_1x1_reduce/relu
I1107 03:45:10.546535  1839 net.cpp:106] Creating Layer conv2_2_1x1_reduce/relu
I1107 03:45:10.546540  1839 net.cpp:454] conv2_2_1x1_reduce/relu <- conv2_2_1x1_reduce
I1107 03:45:10.546546  1839 net.cpp:397] conv2_2_1x1_reduce/relu -> conv2_2_1x1_reduce (in-place)
I1107 03:45:10.546558  1839 net.cpp:150] Setting up conv2_2_1x1_reduce/relu
I1107 03:45:10.546566  1839 net.cpp:157] Top shape: 2 64 95 95 (1155200)
I1107 03:45:10.546569  1839 net.cpp:165] Memory required for data: 443469632
I1107 03:45:10.546574  1839 layer_factory.hpp:77] Creating layer conv2_2_3x3
I1107 03:45:10.546587  1839 net.cpp:106] Creating Layer conv2_2_3x3
I1107 03:45:10.546592  1839 net.cpp:454] conv2_2_3x3 <- conv2_2_1x1_reduce
I1107 03:45:10.546603  1839 net.cpp:411] conv2_2_3x3 -> conv2_2_3x3
I1107 03:45:10.547138  1839 net.cpp:150] Setting up conv2_2_3x3
I1107 03:45:10.547154  1839 net.cpp:157] Top shape: 2 64 95 95 (1155200)
I1107 03:45:10.547159  1839 net.cpp:165] Memory required for data: 448090432
I1107 03:45:10.547165  1839 layer_factory.hpp:77] Creating layer conv2_2_3x3/bn
I1107 03:45:10.547178  1839 net.cpp:106] Creating Layer conv2_2_3x3/bn
I1107 03:45:10.547185  1839 net.cpp:454] conv2_2_3x3/bn <- conv2_2_3x3
I1107 03:45:10.547194  1839 net.cpp:397] conv2_2_3x3/bn -> conv2_2_3x3 (in-place)
I1107 03:45:10.547394  1839 net.cpp:150] Setting up conv2_2_3x3/bn
I1107 03:45:10.547407  1839 net.cpp:157] Top shape: 2 64 95 95 (1155200)
I1107 03:45:10.547413  1839 net.cpp:165] Memory required for data: 452711232
I1107 03:45:10.547425  1839 layer_factory.hpp:77] Creating layer conv2_2_3x3/relu
I1107 03:45:10.547436  1839 net.cpp:106] Creating Layer conv2_2_3x3/relu
I1107 03:45:10.547441  1839 net.cpp:454] conv2_2_3x3/relu <- conv2_2_3x3
I1107 03:45:10.547449  1839 net.cpp:397] conv2_2_3x3/relu -> conv2_2_3x3 (in-place)
I1107 03:45:10.547457  1839 net.cpp:150] Setting up conv2_2_3x3/relu
I1107 03:45:10.547466  1839 net.cpp:157] Top shape: 2 64 95 95 (1155200)
I1107 03:45:10.547471  1839 net.cpp:165] Memory required for data: 457332032
I1107 03:45:10.547492  1839 layer_factory.hpp:77] Creating layer conv2_2_1x1_increase
I1107 03:45:10.547519  1839 net.cpp:106] Creating Layer conv2_2_1x1_increase
I1107 03:45:10.547526  1839 net.cpp:454] conv2_2_1x1_increase <- conv2_2_3x3
I1107 03:45:10.547535  1839 net.cpp:411] conv2_2_1x1_increase -> conv2_2_1x1_increase
I1107 03:45:10.547868  1839 net.cpp:150] Setting up conv2_2_1x1_increase
I1107 03:45:10.547883  1839 net.cpp:157] Top shape: 2 256 95 95 (4620800)
I1107 03:45:10.547888  1839 net.cpp:165] Memory required for data: 475815232
I1107 03:45:10.547895  1839 layer_factory.hpp:77] Creating layer conv2_2_1x1_increase/bn
I1107 03:45:10.547906  1839 net.cpp:106] Creating Layer conv2_2_1x1_increase/bn
I1107 03:45:10.547914  1839 net.cpp:454] conv2_2_1x1_increase/bn <- conv2_2_1x1_increase
I1107 03:45:10.547925  1839 net.cpp:397] conv2_2_1x1_increase/bn -> conv2_2_1x1_increase (in-place)
I1107 03:45:10.548112  1839 net.cpp:150] Setting up conv2_2_1x1_increase/bn
I1107 03:45:10.548127  1839 net.cpp:157] Top shape: 2 256 95 95 (4620800)
I1107 03:45:10.548132  1839 net.cpp:165] Memory required for data: 494298432
I1107 03:45:10.548143  1839 layer_factory.hpp:77] Creating layer conv2_2
I1107 03:45:10.548152  1839 net.cpp:106] Creating Layer conv2_2
I1107 03:45:10.548161  1839 net.cpp:454] conv2_2 <- conv2_1_conv2_1/relu_0_split_1
I1107 03:45:10.548166  1839 net.cpp:454] conv2_2 <- conv2_2_1x1_increase
I1107 03:45:10.548177  1839 net.cpp:411] conv2_2 -> conv2_2
I1107 03:45:10.548211  1839 net.cpp:150] Setting up conv2_2
I1107 03:45:10.548224  1839 net.cpp:157] Top shape: 2 256 95 95 (4620800)
I1107 03:45:10.548229  1839 net.cpp:165] Memory required for data: 512781632
I1107 03:45:10.548234  1839 layer_factory.hpp:77] Creating layer conv2_2/relu
I1107 03:45:10.548241  1839 net.cpp:106] Creating Layer conv2_2/relu
I1107 03:45:10.548247  1839 net.cpp:454] conv2_2/relu <- conv2_2
I1107 03:45:10.548259  1839 net.cpp:397] conv2_2/relu -> conv2_2 (in-place)
I1107 03:45:10.548267  1839 net.cpp:150] Setting up conv2_2/relu
I1107 03:45:10.548274  1839 net.cpp:157] Top shape: 2 256 95 95 (4620800)
I1107 03:45:10.548281  1839 net.cpp:165] Memory required for data: 531264832
I1107 03:45:10.548285  1839 layer_factory.hpp:77] Creating layer conv2_2_conv2_2/relu_0_split
I1107 03:45:10.548293  1839 net.cpp:106] Creating Layer conv2_2_conv2_2/relu_0_split
I1107 03:45:10.548298  1839 net.cpp:454] conv2_2_conv2_2/relu_0_split <- conv2_2
I1107 03:45:10.548310  1839 net.cpp:411] conv2_2_conv2_2/relu_0_split -> conv2_2_conv2_2/relu_0_split_0
I1107 03:45:10.548321  1839 net.cpp:411] conv2_2_conv2_2/relu_0_split -> conv2_2_conv2_2/relu_0_split_1
I1107 03:45:10.548362  1839 net.cpp:150] Setting up conv2_2_conv2_2/relu_0_split
I1107 03:45:10.548378  1839 net.cpp:157] Top shape: 2 256 95 95 (4620800)
I1107 03:45:10.548387  1839 net.cpp:157] Top shape: 2 256 95 95 (4620800)
I1107 03:45:10.548390  1839 net.cpp:165] Memory required for data: 568231232
I1107 03:45:10.548394  1839 layer_factory.hpp:77] Creating layer conv2_3_1x1_reduce
I1107 03:45:10.548406  1839 net.cpp:106] Creating Layer conv2_3_1x1_reduce
I1107 03:45:10.548418  1839 net.cpp:454] conv2_3_1x1_reduce <- conv2_2_conv2_2/relu_0_split_0
I1107 03:45:10.548429  1839 net.cpp:411] conv2_3_1x1_reduce -> conv2_3_1x1_reduce
I1107 03:45:10.548758  1839 net.cpp:150] Setting up conv2_3_1x1_reduce
I1107 03:45:10.548773  1839 net.cpp:157] Top shape: 2 64 95 95 (1155200)
I1107 03:45:10.548779  1839 net.cpp:165] Memory required for data: 572852032
I1107 03:45:10.548785  1839 layer_factory.hpp:77] Creating layer conv2_3_1x1_reduce/bn
I1107 03:45:10.548795  1839 net.cpp:106] Creating Layer conv2_3_1x1_reduce/bn
I1107 03:45:10.548802  1839 net.cpp:454] conv2_3_1x1_reduce/bn <- conv2_3_1x1_reduce
I1107 03:45:10.548815  1839 net.cpp:397] conv2_3_1x1_reduce/bn -> conv2_3_1x1_reduce (in-place)
I1107 03:45:10.549008  1839 net.cpp:150] Setting up conv2_3_1x1_reduce/bn
I1107 03:45:10.549022  1839 net.cpp:157] Top shape: 2 64 95 95 (1155200)
I1107 03:45:10.549027  1839 net.cpp:165] Memory required for data: 577472832
I1107 03:45:10.549054  1839 layer_factory.hpp:77] Creating layer conv2_3_1x1_reduce/relu
I1107 03:45:10.549064  1839 net.cpp:106] Creating Layer conv2_3_1x1_reduce/relu
I1107 03:45:10.549069  1839 net.cpp:454] conv2_3_1x1_reduce/relu <- conv2_3_1x1_reduce
I1107 03:45:10.549077  1839 net.cpp:397] conv2_3_1x1_reduce/relu -> conv2_3_1x1_reduce (in-place)
I1107 03:45:10.549085  1839 net.cpp:150] Setting up conv2_3_1x1_reduce/relu
I1107 03:45:10.549093  1839 net.cpp:157] Top shape: 2 64 95 95 (1155200)
I1107 03:45:10.549096  1839 net.cpp:165] Memory required for data: 582093632
I1107 03:45:10.549101  1839 layer_factory.hpp:77] Creating layer conv2_3_3x3
I1107 03:45:10.549113  1839 net.cpp:106] Creating Layer conv2_3_3x3
I1107 03:45:10.549120  1839 net.cpp:454] conv2_3_3x3 <- conv2_3_1x1_reduce
I1107 03:45:10.549131  1839 net.cpp:411] conv2_3_3x3 -> conv2_3_3x3
I1107 03:45:10.550284  1839 net.cpp:150] Setting up conv2_3_3x3
I1107 03:45:10.550307  1839 net.cpp:157] Top shape: 2 64 95 95 (1155200)
I1107 03:45:10.550312  1839 net.cpp:165] Memory required for data: 586714432
I1107 03:45:10.550319  1839 layer_factory.hpp:77] Creating layer conv2_3_3x3/bn
I1107 03:45:10.550330  1839 net.cpp:106] Creating Layer conv2_3_3x3/bn
I1107 03:45:10.550340  1839 net.cpp:454] conv2_3_3x3/bn <- conv2_3_3x3
I1107 03:45:10.550354  1839 net.cpp:397] conv2_3_3x3/bn -> conv2_3_3x3 (in-place)
I1107 03:45:10.550585  1839 net.cpp:150] Setting up conv2_3_3x3/bn
I1107 03:45:10.550601  1839 net.cpp:157] Top shape: 2 64 95 95 (1155200)
I1107 03:45:10.550607  1839 net.cpp:165] Memory required for data: 591335232
I1107 03:45:10.550619  1839 layer_factory.hpp:77] Creating layer conv2_3_3x3/relu
I1107 03:45:10.550629  1839 net.cpp:106] Creating Layer conv2_3_3x3/relu
I1107 03:45:10.550637  1839 net.cpp:454] conv2_3_3x3/relu <- conv2_3_3x3
I1107 03:45:10.550644  1839 net.cpp:397] conv2_3_3x3/relu -> conv2_3_3x3 (in-place)
I1107 03:45:10.550653  1839 net.cpp:150] Setting up conv2_3_3x3/relu
I1107 03:45:10.550662  1839 net.cpp:157] Top shape: 2 64 95 95 (1155200)
I1107 03:45:10.550667  1839 net.cpp:165] Memory required for data: 595956032
I1107 03:45:10.550671  1839 layer_factory.hpp:77] Creating layer conv2_3_1x1_increase
I1107 03:45:10.550685  1839 net.cpp:106] Creating Layer conv2_3_1x1_increase
I1107 03:45:10.550693  1839 net.cpp:454] conv2_3_1x1_increase <- conv2_3_3x3
I1107 03:45:10.550705  1839 net.cpp:411] conv2_3_1x1_increase -> conv2_3_1x1_increase
I1107 03:45:10.551045  1839 net.cpp:150] Setting up conv2_3_1x1_increase
I1107 03:45:10.551060  1839 net.cpp:157] Top shape: 2 256 95 95 (4620800)
I1107 03:45:10.551065  1839 net.cpp:165] Memory required for data: 614439232
I1107 03:45:10.551072  1839 layer_factory.hpp:77] Creating layer conv2_3_1x1_increase/bn
I1107 03:45:10.551084  1839 net.cpp:106] Creating Layer conv2_3_1x1_increase/bn
I1107 03:45:10.551090  1839 net.cpp:454] conv2_3_1x1_increase/bn <- conv2_3_1x1_increase
I1107 03:45:10.551101  1839 net.cpp:397] conv2_3_1x1_increase/bn -> conv2_3_1x1_increase (in-place)
I1107 03:45:10.551291  1839 net.cpp:150] Setting up conv2_3_1x1_increase/bn
I1107 03:45:10.551306  1839 net.cpp:157] Top shape: 2 256 95 95 (4620800)
I1107 03:45:10.551311  1839 net.cpp:165] Memory required for data: 632922432
I1107 03:45:10.551332  1839 layer_factory.hpp:77] Creating layer conv2_3
I1107 03:45:10.551350  1839 net.cpp:106] Creating Layer conv2_3
I1107 03:45:10.551357  1839 net.cpp:454] conv2_3 <- conv2_2_conv2_2/relu_0_split_1
I1107 03:45:10.551363  1839 net.cpp:454] conv2_3 <- conv2_3_1x1_increase
I1107 03:45:10.551371  1839 net.cpp:411] conv2_3 -> conv2_3
I1107 03:45:10.551407  1839 net.cpp:150] Setting up conv2_3
I1107 03:45:10.551419  1839 net.cpp:157] Top shape: 2 256 95 95 (4620800)
I1107 03:45:10.551424  1839 net.cpp:165] Memory required for data: 651405632
I1107 03:45:10.551429  1839 layer_factory.hpp:77] Creating layer conv2_3/relu
I1107 03:45:10.551440  1839 net.cpp:106] Creating Layer conv2_3/relu
I1107 03:45:10.551447  1839 net.cpp:454] conv2_3/relu <- conv2_3
I1107 03:45:10.551455  1839 net.cpp:397] conv2_3/relu -> conv2_3 (in-place)
I1107 03:45:10.551478  1839 net.cpp:150] Setting up conv2_3/relu
I1107 03:45:10.551486  1839 net.cpp:157] Top shape: 2 256 95 95 (4620800)
I1107 03:45:10.551491  1839 net.cpp:165] Memory required for data: 669888832
I1107 03:45:10.551496  1839 layer_factory.hpp:77] Creating layer conv2_3_conv2_3/relu_0_split
I1107 03:45:10.551506  1839 net.cpp:106] Creating Layer conv2_3_conv2_3/relu_0_split
I1107 03:45:10.551512  1839 net.cpp:454] conv2_3_conv2_3/relu_0_split <- conv2_3
I1107 03:45:10.551522  1839 net.cpp:411] conv2_3_conv2_3/relu_0_split -> conv2_3_conv2_3/relu_0_split_0
I1107 03:45:10.551532  1839 net.cpp:411] conv2_3_conv2_3/relu_0_split -> conv2_3_conv2_3/relu_0_split_1
I1107 03:45:10.551579  1839 net.cpp:150] Setting up conv2_3_conv2_3/relu_0_split
I1107 03:45:10.551592  1839 net.cpp:157] Top shape: 2 256 95 95 (4620800)
I1107 03:45:10.551600  1839 net.cpp:157] Top shape: 2 256 95 95 (4620800)
I1107 03:45:10.551604  1839 net.cpp:165] Memory required for data: 706855232
I1107 03:45:10.551609  1839 layer_factory.hpp:77] Creating layer conv3_1_1x1_reduce
I1107 03:45:10.551623  1839 net.cpp:106] Creating Layer conv3_1_1x1_reduce
I1107 03:45:10.551635  1839 net.cpp:454] conv3_1_1x1_reduce <- conv2_3_conv2_3/relu_0_split_0
I1107 03:45:10.551647  1839 net.cpp:411] conv3_1_1x1_reduce -> conv3_1_1x1_reduce
I1107 03:45:10.552165  1839 net.cpp:150] Setting up conv3_1_1x1_reduce
I1107 03:45:10.552181  1839 net.cpp:157] Top shape: 2 128 95 95 (2310400)
I1107 03:45:10.552186  1839 net.cpp:165] Memory required for data: 716096832
I1107 03:45:10.552193  1839 layer_factory.hpp:77] Creating layer conv3_1_1x1_reduce/bn
I1107 03:45:10.552204  1839 net.cpp:106] Creating Layer conv3_1_1x1_reduce/bn
I1107 03:45:10.552211  1839 net.cpp:454] conv3_1_1x1_reduce/bn <- conv3_1_1x1_reduce
I1107 03:45:10.552225  1839 net.cpp:397] conv3_1_1x1_reduce/bn -> conv3_1_1x1_reduce (in-place)
I1107 03:45:10.552423  1839 net.cpp:150] Setting up conv3_1_1x1_reduce/bn
I1107 03:45:10.552438  1839 net.cpp:157] Top shape: 2 128 95 95 (2310400)
I1107 03:45:10.552443  1839 net.cpp:165] Memory required for data: 725338432
I1107 03:45:10.552454  1839 layer_factory.hpp:77] Creating layer conv3_1_1x1_reduce/relu
I1107 03:45:10.552469  1839 net.cpp:106] Creating Layer conv3_1_1x1_reduce/relu
I1107 03:45:10.552480  1839 net.cpp:454] conv3_1_1x1_reduce/relu <- conv3_1_1x1_reduce
I1107 03:45:10.552489  1839 net.cpp:397] conv3_1_1x1_reduce/relu -> conv3_1_1x1_reduce (in-place)
I1107 03:45:10.552497  1839 net.cpp:150] Setting up conv3_1_1x1_reduce/relu
I1107 03:45:10.552505  1839 net.cpp:157] Top shape: 2 128 95 95 (2310400)
I1107 03:45:10.552508  1839 net.cpp:165] Memory required for data: 734580032
I1107 03:45:10.552513  1839 layer_factory.hpp:77] Creating layer conv3_1_3x3
I1107 03:45:10.552527  1839 net.cpp:106] Creating Layer conv3_1_3x3
I1107 03:45:10.552532  1839 net.cpp:454] conv3_1_3x3 <- conv3_1_1x1_reduce
I1107 03:45:10.552543  1839 net.cpp:411] conv3_1_3x3 -> conv3_1_3x3
I1107 03:45:10.554157  1839 net.cpp:150] Setting up conv3_1_3x3
I1107 03:45:10.554175  1839 net.cpp:157] Top shape: 2 128 48 48 (589824)
I1107 03:45:10.554180  1839 net.cpp:165] Memory required for data: 736939328
I1107 03:45:10.554188  1839 layer_factory.hpp:77] Creating layer conv3_1_3x3/bn
I1107 03:45:10.554199  1839 net.cpp:106] Creating Layer conv3_1_3x3/bn
I1107 03:45:10.554208  1839 net.cpp:454] conv3_1_3x3/bn <- conv3_1_3x3
I1107 03:45:10.554216  1839 net.cpp:397] conv3_1_3x3/bn -> conv3_1_3x3 (in-place)
I1107 03:45:10.554404  1839 net.cpp:150] Setting up conv3_1_3x3/bn
I1107 03:45:10.554417  1839 net.cpp:157] Top shape: 2 128 48 48 (589824)
I1107 03:45:10.554424  1839 net.cpp:165] Memory required for data: 739298624
I1107 03:45:10.554435  1839 layer_factory.hpp:77] Creating layer conv3_1_3x3/relu
I1107 03:45:10.554443  1839 net.cpp:106] Creating Layer conv3_1_3x3/relu
I1107 03:45:10.554450  1839 net.cpp:454] conv3_1_3x3/relu <- conv3_1_3x3
I1107 03:45:10.554457  1839 net.cpp:397] conv3_1_3x3/relu -> conv3_1_3x3 (in-place)
I1107 03:45:10.554466  1839 net.cpp:150] Setting up conv3_1_3x3/relu
I1107 03:45:10.554486  1839 net.cpp:157] Top shape: 2 128 48 48 (589824)
I1107 03:45:10.554491  1839 net.cpp:165] Memory required for data: 741657920
I1107 03:45:10.554497  1839 layer_factory.hpp:77] Creating layer conv3_1_1x1_increase
I1107 03:45:10.554512  1839 net.cpp:106] Creating Layer conv3_1_1x1_increase
I1107 03:45:10.554522  1839 net.cpp:454] conv3_1_1x1_increase <- conv3_1_3x3
I1107 03:45:10.554531  1839 net.cpp:411] conv3_1_1x1_increase -> conv3_1_1x1_increase
I1107 03:45:10.555352  1839 net.cpp:150] Setting up conv3_1_1x1_increase
I1107 03:45:10.555369  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.555374  1839 net.cpp:165] Memory required for data: 751095104
I1107 03:45:10.555382  1839 layer_factory.hpp:77] Creating layer conv3_1_1x1_increase/bn
I1107 03:45:10.555392  1839 net.cpp:106] Creating Layer conv3_1_1x1_increase/bn
I1107 03:45:10.555399  1839 net.cpp:454] conv3_1_1x1_increase/bn <- conv3_1_1x1_increase
I1107 03:45:10.555413  1839 net.cpp:397] conv3_1_1x1_increase/bn -> conv3_1_1x1_increase (in-place)
I1107 03:45:10.556381  1839 net.cpp:150] Setting up conv3_1_1x1_increase/bn
I1107 03:45:10.556401  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.556406  1839 net.cpp:165] Memory required for data: 760532288
I1107 03:45:10.556418  1839 layer_factory.hpp:77] Creating layer conv3_1_1x1_proj
I1107 03:45:10.556432  1839 net.cpp:106] Creating Layer conv3_1_1x1_proj
I1107 03:45:10.556445  1839 net.cpp:454] conv3_1_1x1_proj <- conv2_3_conv2_3/relu_0_split_1
I1107 03:45:10.556458  1839 net.cpp:411] conv3_1_1x1_proj -> conv3_1_1x1_proj
I1107 03:45:10.558487  1839 net.cpp:150] Setting up conv3_1_1x1_proj
I1107 03:45:10.558509  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.558516  1839 net.cpp:165] Memory required for data: 769969472
I1107 03:45:10.558523  1839 layer_factory.hpp:77] Creating layer conv3_1_1x1_proj/bn
I1107 03:45:10.558535  1839 net.cpp:106] Creating Layer conv3_1_1x1_proj/bn
I1107 03:45:10.558540  1839 net.cpp:454] conv3_1_1x1_proj/bn <- conv3_1_1x1_proj
I1107 03:45:10.558557  1839 net.cpp:397] conv3_1_1x1_proj/bn -> conv3_1_1x1_proj (in-place)
I1107 03:45:10.558750  1839 net.cpp:150] Setting up conv3_1_1x1_proj/bn
I1107 03:45:10.558764  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.558769  1839 net.cpp:165] Memory required for data: 779406656
I1107 03:45:10.558782  1839 layer_factory.hpp:77] Creating layer conv3_1
I1107 03:45:10.558796  1839 net.cpp:106] Creating Layer conv3_1
I1107 03:45:10.558804  1839 net.cpp:454] conv3_1 <- conv3_1_1x1_proj
I1107 03:45:10.558809  1839 net.cpp:454] conv3_1 <- conv3_1_1x1_increase
I1107 03:45:10.558818  1839 net.cpp:411] conv3_1 -> conv3_1
I1107 03:45:10.558853  1839 net.cpp:150] Setting up conv3_1
I1107 03:45:10.558866  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.558871  1839 net.cpp:165] Memory required for data: 788843840
I1107 03:45:10.558876  1839 layer_factory.hpp:77] Creating layer conv3_1/relu
I1107 03:45:10.558884  1839 net.cpp:106] Creating Layer conv3_1/relu
I1107 03:45:10.558889  1839 net.cpp:454] conv3_1/relu <- conv3_1
I1107 03:45:10.558899  1839 net.cpp:397] conv3_1/relu -> conv3_1 (in-place)
I1107 03:45:10.558914  1839 net.cpp:150] Setting up conv3_1/relu
I1107 03:45:10.558921  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.558926  1839 net.cpp:165] Memory required for data: 798281024
I1107 03:45:10.558930  1839 layer_factory.hpp:77] Creating layer conv3_1_conv3_1/relu_0_split
I1107 03:45:10.558939  1839 net.cpp:106] Creating Layer conv3_1_conv3_1/relu_0_split
I1107 03:45:10.558945  1839 net.cpp:454] conv3_1_conv3_1/relu_0_split <- conv3_1
I1107 03:45:10.558956  1839 net.cpp:411] conv3_1_conv3_1/relu_0_split -> conv3_1_conv3_1/relu_0_split_0
I1107 03:45:10.558966  1839 net.cpp:411] conv3_1_conv3_1/relu_0_split -> conv3_1_conv3_1/relu_0_split_1
I1107 03:45:10.559013  1839 net.cpp:150] Setting up conv3_1_conv3_1/relu_0_split
I1107 03:45:10.559028  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.559052  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.559057  1839 net.cpp:165] Memory required for data: 817155392
I1107 03:45:10.559063  1839 layer_factory.hpp:77] Creating layer conv3_2_1x1_reduce
I1107 03:45:10.559078  1839 net.cpp:106] Creating Layer conv3_2_1x1_reduce
I1107 03:45:10.559087  1839 net.cpp:454] conv3_2_1x1_reduce <- conv3_1_conv3_1/relu_0_split_0
I1107 03:45:10.559096  1839 net.cpp:411] conv3_2_1x1_reduce -> conv3_2_1x1_reduce
I1107 03:45:10.559942  1839 net.cpp:150] Setting up conv3_2_1x1_reduce
I1107 03:45:10.559960  1839 net.cpp:157] Top shape: 2 128 48 48 (589824)
I1107 03:45:10.559965  1839 net.cpp:165] Memory required for data: 819514688
I1107 03:45:10.559973  1839 layer_factory.hpp:77] Creating layer conv3_2_1x1_reduce/bn
I1107 03:45:10.559988  1839 net.cpp:106] Creating Layer conv3_2_1x1_reduce/bn
I1107 03:45:10.559995  1839 net.cpp:454] conv3_2_1x1_reduce/bn <- conv3_2_1x1_reduce
I1107 03:45:10.560004  1839 net.cpp:397] conv3_2_1x1_reduce/bn -> conv3_2_1x1_reduce (in-place)
I1107 03:45:10.560191  1839 net.cpp:150] Setting up conv3_2_1x1_reduce/bn
I1107 03:45:10.560206  1839 net.cpp:157] Top shape: 2 128 48 48 (589824)
I1107 03:45:10.560211  1839 net.cpp:165] Memory required for data: 821873984
I1107 03:45:10.560222  1839 layer_factory.hpp:77] Creating layer conv3_2_1x1_reduce/relu
I1107 03:45:10.560231  1839 net.cpp:106] Creating Layer conv3_2_1x1_reduce/relu
I1107 03:45:10.560240  1839 net.cpp:454] conv3_2_1x1_reduce/relu <- conv3_2_1x1_reduce
I1107 03:45:10.560247  1839 net.cpp:397] conv3_2_1x1_reduce/relu -> conv3_2_1x1_reduce (in-place)
I1107 03:45:10.560256  1839 net.cpp:150] Setting up conv3_2_1x1_reduce/relu
I1107 03:45:10.560262  1839 net.cpp:157] Top shape: 2 128 48 48 (589824)
I1107 03:45:10.560267  1839 net.cpp:165] Memory required for data: 824233280
I1107 03:45:10.560271  1839 layer_factory.hpp:77] Creating layer conv3_2_3x3
I1107 03:45:10.560302  1839 net.cpp:106] Creating Layer conv3_2_3x3
I1107 03:45:10.560313  1839 net.cpp:454] conv3_2_3x3 <- conv3_2_1x1_reduce
I1107 03:45:10.560323  1839 net.cpp:411] conv3_2_3x3 -> conv3_2_3x3
I1107 03:45:10.562569  1839 net.cpp:150] Setting up conv3_2_3x3
I1107 03:45:10.562590  1839 net.cpp:157] Top shape: 2 128 48 48 (589824)
I1107 03:45:10.562597  1839 net.cpp:165] Memory required for data: 826592576
I1107 03:45:10.562605  1839 layer_factory.hpp:77] Creating layer conv3_2_3x3/bn
I1107 03:45:10.562623  1839 net.cpp:106] Creating Layer conv3_2_3x3/bn
I1107 03:45:10.562636  1839 net.cpp:454] conv3_2_3x3/bn <- conv3_2_3x3
I1107 03:45:10.562646  1839 net.cpp:397] conv3_2_3x3/bn -> conv3_2_3x3 (in-place)
I1107 03:45:10.562839  1839 net.cpp:150] Setting up conv3_2_3x3/bn
I1107 03:45:10.562852  1839 net.cpp:157] Top shape: 2 128 48 48 (589824)
I1107 03:45:10.562857  1839 net.cpp:165] Memory required for data: 828951872
I1107 03:45:10.562870  1839 layer_factory.hpp:77] Creating layer conv3_2_3x3/relu
I1107 03:45:10.562882  1839 net.cpp:106] Creating Layer conv3_2_3x3/relu
I1107 03:45:10.562891  1839 net.cpp:454] conv3_2_3x3/relu <- conv3_2_3x3
I1107 03:45:10.562898  1839 net.cpp:397] conv3_2_3x3/relu -> conv3_2_3x3 (in-place)
I1107 03:45:10.562906  1839 net.cpp:150] Setting up conv3_2_3x3/relu
I1107 03:45:10.562914  1839 net.cpp:157] Top shape: 2 128 48 48 (589824)
I1107 03:45:10.562918  1839 net.cpp:165] Memory required for data: 831311168
I1107 03:45:10.562923  1839 layer_factory.hpp:77] Creating layer conv3_2_1x1_increase
I1107 03:45:10.562934  1839 net.cpp:106] Creating Layer conv3_2_1x1_increase
I1107 03:45:10.562942  1839 net.cpp:454] conv3_2_1x1_increase <- conv3_2_3x3
I1107 03:45:10.562965  1839 net.cpp:411] conv3_2_1x1_increase -> conv3_2_1x1_increase
I1107 03:45:10.564312  1839 net.cpp:150] Setting up conv3_2_1x1_increase
I1107 03:45:10.564332  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.564337  1839 net.cpp:165] Memory required for data: 840748352
I1107 03:45:10.564345  1839 layer_factory.hpp:77] Creating layer conv3_2_1x1_increase/bn
I1107 03:45:10.564357  1839 net.cpp:106] Creating Layer conv3_2_1x1_increase/bn
I1107 03:45:10.564376  1839 net.cpp:454] conv3_2_1x1_increase/bn <- conv3_2_1x1_increase
I1107 03:45:10.564390  1839 net.cpp:397] conv3_2_1x1_increase/bn -> conv3_2_1x1_increase (in-place)
I1107 03:45:10.564594  1839 net.cpp:150] Setting up conv3_2_1x1_increase/bn
I1107 03:45:10.564609  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.564613  1839 net.cpp:165] Memory required for data: 850185536
I1107 03:45:10.564625  1839 layer_factory.hpp:77] Creating layer conv3_2
I1107 03:45:10.564635  1839 net.cpp:106] Creating Layer conv3_2
I1107 03:45:10.564642  1839 net.cpp:454] conv3_2 <- conv3_1_conv3_1/relu_0_split_1
I1107 03:45:10.564648  1839 net.cpp:454] conv3_2 <- conv3_2_1x1_increase
I1107 03:45:10.564661  1839 net.cpp:411] conv3_2 -> conv3_2
I1107 03:45:10.564698  1839 net.cpp:150] Setting up conv3_2
I1107 03:45:10.564712  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.564716  1839 net.cpp:165] Memory required for data: 859622720
I1107 03:45:10.564721  1839 layer_factory.hpp:77] Creating layer conv3_2/relu
I1107 03:45:10.564729  1839 net.cpp:106] Creating Layer conv3_2/relu
I1107 03:45:10.564738  1839 net.cpp:454] conv3_2/relu <- conv3_2
I1107 03:45:10.564744  1839 net.cpp:397] conv3_2/relu -> conv3_2 (in-place)
I1107 03:45:10.564756  1839 net.cpp:150] Setting up conv3_2/relu
I1107 03:45:10.564764  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.564767  1839 net.cpp:165] Memory required for data: 869059904
I1107 03:45:10.564771  1839 layer_factory.hpp:77] Creating layer conv3_2_conv3_2/relu_0_split
I1107 03:45:10.564780  1839 net.cpp:106] Creating Layer conv3_2_conv3_2/relu_0_split
I1107 03:45:10.564785  1839 net.cpp:454] conv3_2_conv3_2/relu_0_split <- conv3_2
I1107 03:45:10.564792  1839 net.cpp:411] conv3_2_conv3_2/relu_0_split -> conv3_2_conv3_2/relu_0_split_0
I1107 03:45:10.564806  1839 net.cpp:411] conv3_2_conv3_2/relu_0_split -> conv3_2_conv3_2/relu_0_split_1
I1107 03:45:10.564882  1839 net.cpp:150] Setting up conv3_2_conv3_2/relu_0_split
I1107 03:45:10.564898  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.564904  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.564908  1839 net.cpp:165] Memory required for data: 887934272
I1107 03:45:10.564914  1839 layer_factory.hpp:77] Creating layer conv3_3_1x1_reduce
I1107 03:45:10.564929  1839 net.cpp:106] Creating Layer conv3_3_1x1_reduce
I1107 03:45:10.564936  1839 net.cpp:454] conv3_3_1x1_reduce <- conv3_2_conv3_2/relu_0_split_0
I1107 03:45:10.564949  1839 net.cpp:411] conv3_3_1x1_reduce -> conv3_3_1x1_reduce
I1107 03:45:10.565774  1839 net.cpp:150] Setting up conv3_3_1x1_reduce
I1107 03:45:10.565791  1839 net.cpp:157] Top shape: 2 128 48 48 (589824)
I1107 03:45:10.565796  1839 net.cpp:165] Memory required for data: 890293568
I1107 03:45:10.565804  1839 layer_factory.hpp:77] Creating layer conv3_3_1x1_reduce/bn
I1107 03:45:10.565819  1839 net.cpp:106] Creating Layer conv3_3_1x1_reduce/bn
I1107 03:45:10.565826  1839 net.cpp:454] conv3_3_1x1_reduce/bn <- conv3_3_1x1_reduce
I1107 03:45:10.565835  1839 net.cpp:397] conv3_3_1x1_reduce/bn -> conv3_3_1x1_reduce (in-place)
I1107 03:45:10.566026  1839 net.cpp:150] Setting up conv3_3_1x1_reduce/bn
I1107 03:45:10.566041  1839 net.cpp:157] Top shape: 2 128 48 48 (589824)
I1107 03:45:10.566046  1839 net.cpp:165] Memory required for data: 892652864
I1107 03:45:10.566058  1839 layer_factory.hpp:77] Creating layer conv3_3_1x1_reduce/relu
I1107 03:45:10.566067  1839 net.cpp:106] Creating Layer conv3_3_1x1_reduce/relu
I1107 03:45:10.566076  1839 net.cpp:454] conv3_3_1x1_reduce/relu <- conv3_3_1x1_reduce
I1107 03:45:10.566082  1839 net.cpp:397] conv3_3_1x1_reduce/relu -> conv3_3_1x1_reduce (in-place)
I1107 03:45:10.566090  1839 net.cpp:150] Setting up conv3_3_1x1_reduce/relu
I1107 03:45:10.566099  1839 net.cpp:157] Top shape: 2 128 48 48 (589824)
I1107 03:45:10.566105  1839 net.cpp:165] Memory required for data: 895012160
I1107 03:45:10.566109  1839 layer_factory.hpp:77] Creating layer conv3_3_3x3
I1107 03:45:10.566123  1839 net.cpp:106] Creating Layer conv3_3_3x3
I1107 03:45:10.566145  1839 net.cpp:454] conv3_3_3x3 <- conv3_3_1x1_reduce
I1107 03:45:10.566160  1839 net.cpp:411] conv3_3_3x3 -> conv3_3_3x3
I1107 03:45:10.568768  1839 net.cpp:150] Setting up conv3_3_3x3
I1107 03:45:10.568789  1839 net.cpp:157] Top shape: 2 128 48 48 (589824)
I1107 03:45:10.568794  1839 net.cpp:165] Memory required for data: 897371456
I1107 03:45:10.568802  1839 layer_factory.hpp:77] Creating layer conv3_3_3x3/bn
I1107 03:45:10.568816  1839 net.cpp:106] Creating Layer conv3_3_3x3/bn
I1107 03:45:10.568823  1839 net.cpp:454] conv3_3_3x3/bn <- conv3_3_3x3
I1107 03:45:10.568831  1839 net.cpp:397] conv3_3_3x3/bn -> conv3_3_3x3 (in-place)
I1107 03:45:10.569037  1839 net.cpp:150] Setting up conv3_3_3x3/bn
I1107 03:45:10.569052  1839 net.cpp:157] Top shape: 2 128 48 48 (589824)
I1107 03:45:10.569057  1839 net.cpp:165] Memory required for data: 899730752
I1107 03:45:10.569068  1839 layer_factory.hpp:77] Creating layer conv3_3_3x3/relu
I1107 03:45:10.569078  1839 net.cpp:106] Creating Layer conv3_3_3x3/relu
I1107 03:45:10.569085  1839 net.cpp:454] conv3_3_3x3/relu <- conv3_3_3x3
I1107 03:45:10.569092  1839 net.cpp:397] conv3_3_3x3/relu -> conv3_3_3x3 (in-place)
I1107 03:45:10.569100  1839 net.cpp:150] Setting up conv3_3_3x3/relu
I1107 03:45:10.569110  1839 net.cpp:157] Top shape: 2 128 48 48 (589824)
I1107 03:45:10.569114  1839 net.cpp:165] Memory required for data: 902090048
I1107 03:45:10.569118  1839 layer_factory.hpp:77] Creating layer conv3_3_1x1_increase
I1107 03:45:10.569130  1839 net.cpp:106] Creating Layer conv3_3_1x1_increase
I1107 03:45:10.569138  1839 net.cpp:454] conv3_3_1x1_increase <- conv3_3_3x3
I1107 03:45:10.569150  1839 net.cpp:411] conv3_3_1x1_increase -> conv3_3_1x1_increase
I1107 03:45:10.569985  1839 net.cpp:150] Setting up conv3_3_1x1_increase
I1107 03:45:10.570001  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.570008  1839 net.cpp:165] Memory required for data: 911527232
I1107 03:45:10.570014  1839 layer_factory.hpp:77] Creating layer conv3_3_1x1_increase/bn
I1107 03:45:10.570029  1839 net.cpp:106] Creating Layer conv3_3_1x1_increase/bn
I1107 03:45:10.570035  1839 net.cpp:454] conv3_3_1x1_increase/bn <- conv3_3_1x1_increase
I1107 03:45:10.570045  1839 net.cpp:397] conv3_3_1x1_increase/bn -> conv3_3_1x1_increase (in-place)
I1107 03:45:10.570235  1839 net.cpp:150] Setting up conv3_3_1x1_increase/bn
I1107 03:45:10.570250  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.570253  1839 net.cpp:165] Memory required for data: 920964416
I1107 03:45:10.570266  1839 layer_factory.hpp:77] Creating layer conv3_3
I1107 03:45:10.570276  1839 net.cpp:106] Creating Layer conv3_3
I1107 03:45:10.570281  1839 net.cpp:454] conv3_3 <- conv3_2_conv3_2/relu_0_split_1
I1107 03:45:10.570288  1839 net.cpp:454] conv3_3 <- conv3_3_1x1_increase
I1107 03:45:10.570297  1839 net.cpp:411] conv3_3 -> conv3_3
I1107 03:45:10.570333  1839 net.cpp:150] Setting up conv3_3
I1107 03:45:10.570356  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.570372  1839 net.cpp:165] Memory required for data: 930401600
I1107 03:45:10.570379  1839 layer_factory.hpp:77] Creating layer conv3_3/relu
I1107 03:45:10.570387  1839 net.cpp:106] Creating Layer conv3_3/relu
I1107 03:45:10.570394  1839 net.cpp:454] conv3_3/relu <- conv3_3
I1107 03:45:10.570406  1839 net.cpp:397] conv3_3/relu -> conv3_3 (in-place)
I1107 03:45:10.570418  1839 net.cpp:150] Setting up conv3_3/relu
I1107 03:45:10.570425  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.570430  1839 net.cpp:165] Memory required for data: 939838784
I1107 03:45:10.570435  1839 layer_factory.hpp:77] Creating layer conv3_3_conv3_3/relu_0_split
I1107 03:45:10.570443  1839 net.cpp:106] Creating Layer conv3_3_conv3_3/relu_0_split
I1107 03:45:10.570448  1839 net.cpp:454] conv3_3_conv3_3/relu_0_split <- conv3_3
I1107 03:45:10.570459  1839 net.cpp:411] conv3_3_conv3_3/relu_0_split -> conv3_3_conv3_3/relu_0_split_0
I1107 03:45:10.570471  1839 net.cpp:411] conv3_3_conv3_3/relu_0_split -> conv3_3_conv3_3/relu_0_split_1
I1107 03:45:10.570539  1839 net.cpp:150] Setting up conv3_3_conv3_3/relu_0_split
I1107 03:45:10.570554  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.570560  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.570564  1839 net.cpp:165] Memory required for data: 958713152
I1107 03:45:10.570569  1839 layer_factory.hpp:77] Creating layer conv3_4_1x1_reduce
I1107 03:45:10.570586  1839 net.cpp:106] Creating Layer conv3_4_1x1_reduce
I1107 03:45:10.570597  1839 net.cpp:454] conv3_4_1x1_reduce <- conv3_3_conv3_3/relu_0_split_0
I1107 03:45:10.570606  1839 net.cpp:411] conv3_4_1x1_reduce -> conv3_4_1x1_reduce
I1107 03:45:10.571413  1839 net.cpp:150] Setting up conv3_4_1x1_reduce
I1107 03:45:10.571429  1839 net.cpp:157] Top shape: 2 128 48 48 (589824)
I1107 03:45:10.571434  1839 net.cpp:165] Memory required for data: 961072448
I1107 03:45:10.571441  1839 layer_factory.hpp:77] Creating layer conv3_4_1x1_reduce/bn
I1107 03:45:10.571454  1839 net.cpp:106] Creating Layer conv3_4_1x1_reduce/bn
I1107 03:45:10.571460  1839 net.cpp:454] conv3_4_1x1_reduce/bn <- conv3_4_1x1_reduce
I1107 03:45:10.571472  1839 net.cpp:397] conv3_4_1x1_reduce/bn -> conv3_4_1x1_reduce (in-place)
I1107 03:45:10.571666  1839 net.cpp:150] Setting up conv3_4_1x1_reduce/bn
I1107 03:45:10.571681  1839 net.cpp:157] Top shape: 2 128 48 48 (589824)
I1107 03:45:10.571686  1839 net.cpp:165] Memory required for data: 963431744
I1107 03:45:10.571697  1839 layer_factory.hpp:77] Creating layer conv3_4_1x1_reduce/relu
I1107 03:45:10.571707  1839 net.cpp:106] Creating Layer conv3_4_1x1_reduce/relu
I1107 03:45:10.571714  1839 net.cpp:454] conv3_4_1x1_reduce/relu <- conv3_4_1x1_reduce
I1107 03:45:10.571724  1839 net.cpp:397] conv3_4_1x1_reduce/relu -> conv3_4_1x1_reduce (in-place)
I1107 03:45:10.571733  1839 net.cpp:150] Setting up conv3_4_1x1_reduce/relu
I1107 03:45:10.571741  1839 net.cpp:157] Top shape: 2 128 48 48 (589824)
I1107 03:45:10.571748  1839 net.cpp:165] Memory required for data: 965791040
I1107 03:45:10.571751  1839 layer_factory.hpp:77] Creating layer conv3_4_3x3
I1107 03:45:10.571763  1839 net.cpp:106] Creating Layer conv3_4_3x3
I1107 03:45:10.571769  1839 net.cpp:454] conv3_4_3x3 <- conv3_4_1x1_reduce
I1107 03:45:10.571779  1839 net.cpp:411] conv3_4_3x3 -> conv3_4_3x3
I1107 03:45:10.574026  1839 net.cpp:150] Setting up conv3_4_3x3
I1107 03:45:10.574049  1839 net.cpp:157] Top shape: 2 128 48 48 (589824)
I1107 03:45:10.574056  1839 net.cpp:165] Memory required for data: 968150336
I1107 03:45:10.574065  1839 layer_factory.hpp:77] Creating layer conv3_4_3x3/bn
I1107 03:45:10.574076  1839 net.cpp:106] Creating Layer conv3_4_3x3/bn
I1107 03:45:10.574084  1839 net.cpp:454] conv3_4_3x3/bn <- conv3_4_3x3
I1107 03:45:10.574092  1839 net.cpp:397] conv3_4_3x3/bn -> conv3_4_3x3 (in-place)
I1107 03:45:10.574288  1839 net.cpp:150] Setting up conv3_4_3x3/bn
I1107 03:45:10.574303  1839 net.cpp:157] Top shape: 2 128 48 48 (589824)
I1107 03:45:10.574308  1839 net.cpp:165] Memory required for data: 970509632
I1107 03:45:10.574321  1839 layer_factory.hpp:77] Creating layer conv3_4_3x3/relu
I1107 03:45:10.574329  1839 net.cpp:106] Creating Layer conv3_4_3x3/relu
I1107 03:45:10.574337  1839 net.cpp:454] conv3_4_3x3/relu <- conv3_4_3x3
I1107 03:45:10.574344  1839 net.cpp:397] conv3_4_3x3/relu -> conv3_4_3x3 (in-place)
I1107 03:45:10.574352  1839 net.cpp:150] Setting up conv3_4_3x3/relu
I1107 03:45:10.574359  1839 net.cpp:157] Top shape: 2 128 48 48 (589824)
I1107 03:45:10.574363  1839 net.cpp:165] Memory required for data: 972868928
I1107 03:45:10.574368  1839 layer_factory.hpp:77] Creating layer conv3_4_1x1_increase
I1107 03:45:10.574383  1839 net.cpp:106] Creating Layer conv3_4_1x1_increase
I1107 03:45:10.574394  1839 net.cpp:454] conv3_4_1x1_increase <- conv3_4_3x3
I1107 03:45:10.574407  1839 net.cpp:411] conv3_4_1x1_increase -> conv3_4_1x1_increase
I1107 03:45:10.575793  1839 net.cpp:150] Setting up conv3_4_1x1_increase
I1107 03:45:10.575812  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.575819  1839 net.cpp:165] Memory required for data: 982306112
I1107 03:45:10.575842  1839 layer_factory.hpp:77] Creating layer conv3_4_1x1_increase/bn
I1107 03:45:10.575856  1839 net.cpp:106] Creating Layer conv3_4_1x1_increase/bn
I1107 03:45:10.575870  1839 net.cpp:454] conv3_4_1x1_increase/bn <- conv3_4_1x1_increase
I1107 03:45:10.575881  1839 net.cpp:397] conv3_4_1x1_increase/bn -> conv3_4_1x1_increase (in-place)
I1107 03:45:10.576088  1839 net.cpp:150] Setting up conv3_4_1x1_increase/bn
I1107 03:45:10.576103  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.576108  1839 net.cpp:165] Memory required for data: 991743296
I1107 03:45:10.576144  1839 layer_factory.hpp:77] Creating layer conv3_4
I1107 03:45:10.576160  1839 net.cpp:106] Creating Layer conv3_4
I1107 03:45:10.576166  1839 net.cpp:454] conv3_4 <- conv3_3_conv3_3/relu_0_split_1
I1107 03:45:10.576174  1839 net.cpp:454] conv3_4 <- conv3_4_1x1_increase
I1107 03:45:10.576184  1839 net.cpp:411] conv3_4 -> conv3_4
I1107 03:45:10.576218  1839 net.cpp:150] Setting up conv3_4
I1107 03:45:10.576231  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.576236  1839 net.cpp:165] Memory required for data: 1001180480
I1107 03:45:10.576241  1839 layer_factory.hpp:77] Creating layer conv3_4/relu
I1107 03:45:10.576249  1839 net.cpp:106] Creating Layer conv3_4/relu
I1107 03:45:10.576254  1839 net.cpp:454] conv3_4/relu <- conv3_4
I1107 03:45:10.576267  1839 net.cpp:397] conv3_4/relu -> conv3_4 (in-place)
I1107 03:45:10.576277  1839 net.cpp:150] Setting up conv3_4/relu
I1107 03:45:10.576284  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.576288  1839 net.cpp:165] Memory required for data: 1010617664
I1107 03:45:10.576292  1839 layer_factory.hpp:77] Creating layer conv3_4_conv3_4/relu_0_split
I1107 03:45:10.576300  1839 net.cpp:106] Creating Layer conv3_4_conv3_4/relu_0_split
I1107 03:45:10.576305  1839 net.cpp:454] conv3_4_conv3_4/relu_0_split <- conv3_4
I1107 03:45:10.576316  1839 net.cpp:411] conv3_4_conv3_4/relu_0_split -> conv3_4_conv3_4/relu_0_split_0
I1107 03:45:10.576340  1839 net.cpp:411] conv3_4_conv3_4/relu_0_split -> conv3_4_conv3_4/relu_0_split_1
I1107 03:45:10.576412  1839 net.cpp:150] Setting up conv3_4_conv3_4/relu_0_split
I1107 03:45:10.576431  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.576437  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:10.576441  1839 net.cpp:165] Memory required for data: 1029492032
I1107 03:45:10.576447  1839 layer_factory.hpp:77] Creating layer conv4_1_1x1_reduce
I1107 03:45:10.576458  1839 net.cpp:106] Creating Layer conv4_1_1x1_reduce
I1107 03:45:10.576470  1839 net.cpp:454] conv4_1_1x1_reduce <- conv3_4_conv3_4/relu_0_split_0
I1107 03:45:10.576483  1839 net.cpp:411] conv4_1_1x1_reduce -> conv4_1_1x1_reduce
I1107 03:45:10.577991  1839 net.cpp:150] Setting up conv4_1_1x1_reduce
I1107 03:45:10.578007  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.578013  1839 net.cpp:165] Memory required for data: 1034210624
I1107 03:45:10.578021  1839 layer_factory.hpp:77] Creating layer conv4_1_1x1_reduce/bn
I1107 03:45:10.578034  1839 net.cpp:106] Creating Layer conv4_1_1x1_reduce/bn
I1107 03:45:10.578042  1839 net.cpp:454] conv4_1_1x1_reduce/bn <- conv4_1_1x1_reduce
I1107 03:45:10.578052  1839 net.cpp:397] conv4_1_1x1_reduce/bn -> conv4_1_1x1_reduce (in-place)
I1107 03:45:10.578287  1839 net.cpp:150] Setting up conv4_1_1x1_reduce/bn
I1107 03:45:10.578305  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.578310  1839 net.cpp:165] Memory required for data: 1038929216
I1107 03:45:10.578321  1839 layer_factory.hpp:77] Creating layer conv4_1_1x1_reduce/relu
I1107 03:45:10.578330  1839 net.cpp:106] Creating Layer conv4_1_1x1_reduce/relu
I1107 03:45:10.578338  1839 net.cpp:454] conv4_1_1x1_reduce/relu <- conv4_1_1x1_reduce
I1107 03:45:10.578346  1839 net.cpp:397] conv4_1_1x1_reduce/relu -> conv4_1_1x1_reduce (in-place)
I1107 03:45:10.578356  1839 net.cpp:150] Setting up conv4_1_1x1_reduce/relu
I1107 03:45:10.578362  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.578383  1839 net.cpp:165] Memory required for data: 1043647808
I1107 03:45:10.578389  1839 layer_factory.hpp:77] Creating layer conv4_1_3x3
I1107 03:45:10.578408  1839 net.cpp:106] Creating Layer conv4_1_3x3
I1107 03:45:10.578418  1839 net.cpp:454] conv4_1_3x3 <- conv4_1_1x1_reduce
I1107 03:45:10.578429  1839 net.cpp:411] conv4_1_3x3 -> conv4_1_3x3
I1107 03:45:10.585582  1839 net.cpp:150] Setting up conv4_1_3x3
I1107 03:45:10.585603  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.585609  1839 net.cpp:165] Memory required for data: 1048366400
I1107 03:45:10.585618  1839 layer_factory.hpp:77] Creating layer conv4_1_3x3/bn
I1107 03:45:10.585633  1839 net.cpp:106] Creating Layer conv4_1_3x3/bn
I1107 03:45:10.585655  1839 net.cpp:454] conv4_1_3x3/bn <- conv4_1_3x3
I1107 03:45:10.585664  1839 net.cpp:397] conv4_1_3x3/bn -> conv4_1_3x3 (in-place)
I1107 03:45:10.585912  1839 net.cpp:150] Setting up conv4_1_3x3/bn
I1107 03:45:10.585930  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.585935  1839 net.cpp:165] Memory required for data: 1053084992
I1107 03:45:10.585947  1839 layer_factory.hpp:77] Creating layer conv4_1_3x3/relu
I1107 03:45:10.585961  1839 net.cpp:106] Creating Layer conv4_1_3x3/relu
I1107 03:45:10.585969  1839 net.cpp:454] conv4_1_3x3/relu <- conv4_1_3x3
I1107 03:45:10.585976  1839 net.cpp:397] conv4_1_3x3/relu -> conv4_1_3x3 (in-place)
I1107 03:45:10.585984  1839 net.cpp:150] Setting up conv4_1_3x3/relu
I1107 03:45:10.586002  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.586010  1839 net.cpp:165] Memory required for data: 1057803584
I1107 03:45:10.586026  1839 layer_factory.hpp:77] Creating layer conv4_1_1x1_increase
I1107 03:45:10.586040  1839 net.cpp:106] Creating Layer conv4_1_1x1_increase
I1107 03:45:10.586046  1839 net.cpp:454] conv4_1_1x1_increase <- conv4_1_3x3
I1107 03:45:10.586060  1839 net.cpp:411] conv4_1_1x1_increase -> conv4_1_1x1_increase
I1107 03:45:10.589356  1839 net.cpp:150] Setting up conv4_1_1x1_increase
I1107 03:45:10.589376  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.589382  1839 net.cpp:165] Memory required for data: 1076677952
I1107 03:45:10.589390  1839 layer_factory.hpp:77] Creating layer conv4_1_1x1_increase/bn
I1107 03:45:10.589401  1839 net.cpp:106] Creating Layer conv4_1_1x1_increase/bn
I1107 03:45:10.589408  1839 net.cpp:454] conv4_1_1x1_increase/bn <- conv4_1_1x1_increase
I1107 03:45:10.589424  1839 net.cpp:397] conv4_1_1x1_increase/bn -> conv4_1_1x1_increase (in-place)
I1107 03:45:10.589684  1839 net.cpp:150] Setting up conv4_1_1x1_increase/bn
I1107 03:45:10.589701  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.589706  1839 net.cpp:165] Memory required for data: 1095552320
I1107 03:45:10.589720  1839 layer_factory.hpp:77] Creating layer conv4_1_1x1_proj
I1107 03:45:10.589736  1839 net.cpp:106] Creating Layer conv4_1_1x1_proj
I1107 03:45:10.589745  1839 net.cpp:454] conv4_1_1x1_proj <- conv3_4_conv3_4/relu_0_split_1
I1107 03:45:10.589756  1839 net.cpp:411] conv4_1_1x1_proj -> conv4_1_1x1_proj
I1107 03:45:10.600288  1839 net.cpp:150] Setting up conv4_1_1x1_proj
I1107 03:45:10.600311  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.600317  1839 net.cpp:165] Memory required for data: 1114426688
I1107 03:45:10.600325  1839 layer_factory.hpp:77] Creating layer conv4_1_1x1_proj/bn
I1107 03:45:10.600337  1839 net.cpp:106] Creating Layer conv4_1_1x1_proj/bn
I1107 03:45:10.600344  1839 net.cpp:454] conv4_1_1x1_proj/bn <- conv4_1_1x1_proj
I1107 03:45:10.600368  1839 net.cpp:397] conv4_1_1x1_proj/bn -> conv4_1_1x1_proj (in-place)
I1107 03:45:10.600613  1839 net.cpp:150] Setting up conv4_1_1x1_proj/bn
I1107 03:45:10.600631  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.600636  1839 net.cpp:165] Memory required for data: 1133301056
I1107 03:45:10.600648  1839 layer_factory.hpp:77] Creating layer conv4_1
I1107 03:45:10.600661  1839 net.cpp:106] Creating Layer conv4_1
I1107 03:45:10.600668  1839 net.cpp:454] conv4_1 <- conv4_1_1x1_proj
I1107 03:45:10.600692  1839 net.cpp:454] conv4_1 <- conv4_1_1x1_increase
I1107 03:45:10.600703  1839 net.cpp:411] conv4_1 -> conv4_1
I1107 03:45:10.600740  1839 net.cpp:150] Setting up conv4_1
I1107 03:45:10.600754  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.600759  1839 net.cpp:165] Memory required for data: 1152175424
I1107 03:45:10.600762  1839 layer_factory.hpp:77] Creating layer conv4_1/relu
I1107 03:45:10.600770  1839 net.cpp:106] Creating Layer conv4_1/relu
I1107 03:45:10.600776  1839 net.cpp:454] conv4_1/relu <- conv4_1
I1107 03:45:10.600786  1839 net.cpp:397] conv4_1/relu -> conv4_1 (in-place)
I1107 03:45:10.600807  1839 net.cpp:150] Setting up conv4_1/relu
I1107 03:45:10.600816  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.600821  1839 net.cpp:165] Memory required for data: 1171049792
I1107 03:45:10.600824  1839 layer_factory.hpp:77] Creating layer conv4_1_conv4_1/relu_0_split
I1107 03:45:10.600832  1839 net.cpp:106] Creating Layer conv4_1_conv4_1/relu_0_split
I1107 03:45:10.600837  1839 net.cpp:454] conv4_1_conv4_1/relu_0_split <- conv4_1
I1107 03:45:10.600850  1839 net.cpp:411] conv4_1_conv4_1/relu_0_split -> conv4_1_conv4_1/relu_0_split_0
I1107 03:45:10.600868  1839 net.cpp:411] conv4_1_conv4_1/relu_0_split -> conv4_1_conv4_1/relu_0_split_1
I1107 03:45:10.600929  1839 net.cpp:150] Setting up conv4_1_conv4_1/relu_0_split
I1107 03:45:10.600944  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.600951  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.600955  1839 net.cpp:165] Memory required for data: 1208798528
I1107 03:45:10.600960  1839 layer_factory.hpp:77] Creating layer conv4_2_1x1_reduce
I1107 03:45:10.600973  1839 net.cpp:106] Creating Layer conv4_2_1x1_reduce
I1107 03:45:10.600982  1839 net.cpp:454] conv4_2_1x1_reduce <- conv4_1_conv4_1/relu_0_split_0
I1107 03:45:10.600998  1839 net.cpp:411] conv4_2_1x1_reduce -> conv4_2_1x1_reduce
I1107 03:45:10.604717  1839 net.cpp:150] Setting up conv4_2_1x1_reduce
I1107 03:45:10.604738  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.604744  1839 net.cpp:165] Memory required for data: 1213517120
I1107 03:45:10.604753  1839 layer_factory.hpp:77] Creating layer conv4_2_1x1_reduce/bn
I1107 03:45:10.604764  1839 net.cpp:106] Creating Layer conv4_2_1x1_reduce/bn
I1107 03:45:10.604770  1839 net.cpp:454] conv4_2_1x1_reduce/bn <- conv4_2_1x1_reduce
I1107 03:45:10.604784  1839 net.cpp:397] conv4_2_1x1_reduce/bn -> conv4_2_1x1_reduce (in-place)
I1107 03:45:10.605041  1839 net.cpp:150] Setting up conv4_2_1x1_reduce/bn
I1107 03:45:10.605068  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.605074  1839 net.cpp:165] Memory required for data: 1218235712
I1107 03:45:10.605087  1839 layer_factory.hpp:77] Creating layer conv4_2_1x1_reduce/relu
I1107 03:45:10.605098  1839 net.cpp:106] Creating Layer conv4_2_1x1_reduce/relu
I1107 03:45:10.605103  1839 net.cpp:454] conv4_2_1x1_reduce/relu <- conv4_2_1x1_reduce
I1107 03:45:10.605113  1839 net.cpp:397] conv4_2_1x1_reduce/relu -> conv4_2_1x1_reduce (in-place)
I1107 03:45:10.605125  1839 net.cpp:150] Setting up conv4_2_1x1_reduce/relu
I1107 03:45:10.605134  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.605137  1839 net.cpp:165] Memory required for data: 1222954304
I1107 03:45:10.605141  1839 layer_factory.hpp:77] Creating layer conv4_2_3x3
I1107 03:45:10.605154  1839 net.cpp:106] Creating Layer conv4_2_3x3
I1107 03:45:10.605160  1839 net.cpp:454] conv4_2_3x3 <- conv4_2_1x1_reduce
I1107 03:45:10.605187  1839 net.cpp:411] conv4_2_3x3 -> conv4_2_3x3
I1107 03:45:10.612300  1839 net.cpp:150] Setting up conv4_2_3x3
I1107 03:45:10.612324  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.612329  1839 net.cpp:165] Memory required for data: 1227672896
I1107 03:45:10.612337  1839 layer_factory.hpp:77] Creating layer conv4_2_3x3/bn
I1107 03:45:10.612352  1839 net.cpp:106] Creating Layer conv4_2_3x3/bn
I1107 03:45:10.612361  1839 net.cpp:454] conv4_2_3x3/bn <- conv4_2_3x3
I1107 03:45:10.612388  1839 net.cpp:397] conv4_2_3x3/bn -> conv4_2_3x3 (in-place)
I1107 03:45:10.612628  1839 net.cpp:150] Setting up conv4_2_3x3/bn
I1107 03:45:10.612646  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.612653  1839 net.cpp:165] Memory required for data: 1232391488
I1107 03:45:10.612665  1839 layer_factory.hpp:77] Creating layer conv4_2_3x3/relu
I1107 03:45:10.612674  1839 net.cpp:106] Creating Layer conv4_2_3x3/relu
I1107 03:45:10.612682  1839 net.cpp:454] conv4_2_3x3/relu <- conv4_2_3x3
I1107 03:45:10.612691  1839 net.cpp:397] conv4_2_3x3/relu -> conv4_2_3x3 (in-place)
I1107 03:45:10.612699  1839 net.cpp:150] Setting up conv4_2_3x3/relu
I1107 03:45:10.612706  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.612710  1839 net.cpp:165] Memory required for data: 1237110080
I1107 03:45:10.612715  1839 layer_factory.hpp:77] Creating layer conv4_2_1x1_increase
I1107 03:45:10.612730  1839 net.cpp:106] Creating Layer conv4_2_1x1_increase
I1107 03:45:10.612736  1839 net.cpp:454] conv4_2_1x1_increase <- conv4_2_3x3
I1107 03:45:10.612748  1839 net.cpp:411] conv4_2_1x1_increase -> conv4_2_1x1_increase
I1107 03:45:10.616453  1839 net.cpp:150] Setting up conv4_2_1x1_increase
I1107 03:45:10.616479  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.616487  1839 net.cpp:165] Memory required for data: 1255984448
I1107 03:45:10.616494  1839 layer_factory.hpp:77] Creating layer conv4_2_1x1_increase/bn
I1107 03:45:10.616508  1839 net.cpp:106] Creating Layer conv4_2_1x1_increase/bn
I1107 03:45:10.616516  1839 net.cpp:454] conv4_2_1x1_increase/bn <- conv4_2_1x1_increase
I1107 03:45:10.616533  1839 net.cpp:397] conv4_2_1x1_increase/bn -> conv4_2_1x1_increase (in-place)
I1107 03:45:10.616785  1839 net.cpp:150] Setting up conv4_2_1x1_increase/bn
I1107 03:45:10.616816  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.616832  1839 net.cpp:165] Memory required for data: 1274858816
I1107 03:45:10.616847  1839 layer_factory.hpp:77] Creating layer conv4_2
I1107 03:45:10.616863  1839 net.cpp:106] Creating Layer conv4_2
I1107 03:45:10.616870  1839 net.cpp:454] conv4_2 <- conv4_1_conv4_1/relu_0_split_1
I1107 03:45:10.616876  1839 net.cpp:454] conv4_2 <- conv4_2_1x1_increase
I1107 03:45:10.616884  1839 net.cpp:411] conv4_2 -> conv4_2
I1107 03:45:10.616930  1839 net.cpp:150] Setting up conv4_2
I1107 03:45:10.616971  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.616999  1839 net.cpp:165] Memory required for data: 1293733184
I1107 03:45:10.617025  1839 layer_factory.hpp:77] Creating layer conv4_2/relu
I1107 03:45:10.617056  1839 net.cpp:106] Creating Layer conv4_2/relu
I1107 03:45:10.617069  1839 net.cpp:454] conv4_2/relu <- conv4_2
I1107 03:45:10.617081  1839 net.cpp:397] conv4_2/relu -> conv4_2 (in-place)
I1107 03:45:10.617092  1839 net.cpp:150] Setting up conv4_2/relu
I1107 03:45:10.617100  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.617105  1839 net.cpp:165] Memory required for data: 1312607552
I1107 03:45:10.617108  1839 layer_factory.hpp:77] Creating layer conv4_2_conv4_2/relu_0_split
I1107 03:45:10.617117  1839 net.cpp:106] Creating Layer conv4_2_conv4_2/relu_0_split
I1107 03:45:10.617122  1839 net.cpp:454] conv4_2_conv4_2/relu_0_split <- conv4_2
I1107 03:45:10.617135  1839 net.cpp:411] conv4_2_conv4_2/relu_0_split -> conv4_2_conv4_2/relu_0_split_0
I1107 03:45:10.617146  1839 net.cpp:411] conv4_2_conv4_2/relu_0_split -> conv4_2_conv4_2/relu_0_split_1
I1107 03:45:10.617233  1839 net.cpp:150] Setting up conv4_2_conv4_2/relu_0_split
I1107 03:45:10.617250  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.617257  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.617261  1839 net.cpp:165] Memory required for data: 1350356288
I1107 03:45:10.617266  1839 layer_factory.hpp:77] Creating layer conv4_3_1x1_reduce
I1107 03:45:10.617280  1839 net.cpp:106] Creating Layer conv4_3_1x1_reduce
I1107 03:45:10.617285  1839 net.cpp:454] conv4_3_1x1_reduce <- conv4_2_conv4_2/relu_0_split_0
I1107 03:45:10.617298  1839 net.cpp:411] conv4_3_1x1_reduce -> conv4_3_1x1_reduce
I1107 03:45:10.621256  1839 net.cpp:150] Setting up conv4_3_1x1_reduce
I1107 03:45:10.621279  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.621286  1839 net.cpp:165] Memory required for data: 1355074880
I1107 03:45:10.621294  1839 layer_factory.hpp:77] Creating layer conv4_3_1x1_reduce/bn
I1107 03:45:10.621307  1839 net.cpp:106] Creating Layer conv4_3_1x1_reduce/bn
I1107 03:45:10.621312  1839 net.cpp:454] conv4_3_1x1_reduce/bn <- conv4_3_1x1_reduce
I1107 03:45:10.621325  1839 net.cpp:397] conv4_3_1x1_reduce/bn -> conv4_3_1x1_reduce (in-place)
I1107 03:45:10.621569  1839 net.cpp:150] Setting up conv4_3_1x1_reduce/bn
I1107 03:45:10.621587  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.621592  1839 net.cpp:165] Memory required for data: 1359793472
I1107 03:45:10.621605  1839 layer_factory.hpp:77] Creating layer conv4_3_1x1_reduce/relu
I1107 03:45:10.621615  1839 net.cpp:106] Creating Layer conv4_3_1x1_reduce/relu
I1107 03:45:10.621623  1839 net.cpp:454] conv4_3_1x1_reduce/relu <- conv4_3_1x1_reduce
I1107 03:45:10.621632  1839 net.cpp:397] conv4_3_1x1_reduce/relu -> conv4_3_1x1_reduce (in-place)
I1107 03:45:10.621644  1839 net.cpp:150] Setting up conv4_3_1x1_reduce/relu
I1107 03:45:10.621649  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.621654  1839 net.cpp:165] Memory required for data: 1364512064
I1107 03:45:10.621659  1839 layer_factory.hpp:77] Creating layer conv4_3_3x3
I1107 03:45:10.621672  1839 net.cpp:106] Creating Layer conv4_3_3x3
I1107 03:45:10.621677  1839 net.cpp:454] conv4_3_3x3 <- conv4_3_1x1_reduce
I1107 03:45:10.621686  1839 net.cpp:411] conv4_3_3x3 -> conv4_3_3x3
I1107 03:45:10.628912  1839 net.cpp:150] Setting up conv4_3_3x3
I1107 03:45:10.628940  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.628947  1839 net.cpp:165] Memory required for data: 1369230656
I1107 03:45:10.628957  1839 layer_factory.hpp:77] Creating layer conv4_3_3x3/bn
I1107 03:45:10.628974  1839 net.cpp:106] Creating Layer conv4_3_3x3/bn
I1107 03:45:10.628993  1839 net.cpp:454] conv4_3_3x3/bn <- conv4_3_3x3
I1107 03:45:10.629004  1839 net.cpp:397] conv4_3_3x3/bn -> conv4_3_3x3 (in-place)
I1107 03:45:10.629284  1839 net.cpp:150] Setting up conv4_3_3x3/bn
I1107 03:45:10.629302  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.629308  1839 net.cpp:165] Memory required for data: 1373949248
I1107 03:45:10.629321  1839 layer_factory.hpp:77] Creating layer conv4_3_3x3/relu
I1107 03:45:10.629330  1839 net.cpp:106] Creating Layer conv4_3_3x3/relu
I1107 03:45:10.629338  1839 net.cpp:454] conv4_3_3x3/relu <- conv4_3_3x3
I1107 03:45:10.629348  1839 net.cpp:397] conv4_3_3x3/relu -> conv4_3_3x3 (in-place)
I1107 03:45:10.629355  1839 net.cpp:150] Setting up conv4_3_3x3/relu
I1107 03:45:10.629362  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.629366  1839 net.cpp:165] Memory required for data: 1378667840
I1107 03:45:10.629371  1839 layer_factory.hpp:77] Creating layer conv4_3_1x1_increase
I1107 03:45:10.629387  1839 net.cpp:106] Creating Layer conv4_3_1x1_increase
I1107 03:45:10.629393  1839 net.cpp:454] conv4_3_1x1_increase <- conv4_3_3x3
I1107 03:45:10.629405  1839 net.cpp:411] conv4_3_1x1_increase -> conv4_3_1x1_increase
I1107 03:45:10.633208  1839 net.cpp:150] Setting up conv4_3_1x1_increase
I1107 03:45:10.633229  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.633235  1839 net.cpp:165] Memory required for data: 1397542208
I1107 03:45:10.633244  1839 layer_factory.hpp:77] Creating layer conv4_3_1x1_increase/bn
I1107 03:45:10.633299  1839 net.cpp:106] Creating Layer conv4_3_1x1_increase/bn
I1107 03:45:10.633322  1839 net.cpp:454] conv4_3_1x1_increase/bn <- conv4_3_1x1_increase
I1107 03:45:10.633335  1839 net.cpp:397] conv4_3_1x1_increase/bn -> conv4_3_1x1_increase (in-place)
I1107 03:45:10.633584  1839 net.cpp:150] Setting up conv4_3_1x1_increase/bn
I1107 03:45:10.633601  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.633607  1839 net.cpp:165] Memory required for data: 1416416576
I1107 03:45:10.633641  1839 layer_factory.hpp:77] Creating layer conv4_3
I1107 03:45:10.633657  1839 net.cpp:106] Creating Layer conv4_3
I1107 03:45:10.633666  1839 net.cpp:454] conv4_3 <- conv4_2_conv4_2/relu_0_split_1
I1107 03:45:10.633672  1839 net.cpp:454] conv4_3 <- conv4_3_1x1_increase
I1107 03:45:10.633680  1839 net.cpp:411] conv4_3 -> conv4_3
I1107 03:45:10.633723  1839 net.cpp:150] Setting up conv4_3
I1107 03:45:10.633738  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.633743  1839 net.cpp:165] Memory required for data: 1435290944
I1107 03:45:10.633747  1839 layer_factory.hpp:77] Creating layer conv4_3/relu
I1107 03:45:10.633755  1839 net.cpp:106] Creating Layer conv4_3/relu
I1107 03:45:10.633764  1839 net.cpp:454] conv4_3/relu <- conv4_3
I1107 03:45:10.633774  1839 net.cpp:397] conv4_3/relu -> conv4_3 (in-place)
I1107 03:45:10.633783  1839 net.cpp:150] Setting up conv4_3/relu
I1107 03:45:10.633790  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.633795  1839 net.cpp:165] Memory required for data: 1454165312
I1107 03:45:10.633800  1839 layer_factory.hpp:77] Creating layer conv4_3_conv4_3/relu_0_split
I1107 03:45:10.633860  1839 net.cpp:106] Creating Layer conv4_3_conv4_3/relu_0_split
I1107 03:45:10.633874  1839 net.cpp:454] conv4_3_conv4_3/relu_0_split <- conv4_3
I1107 03:45:10.633885  1839 net.cpp:411] conv4_3_conv4_3/relu_0_split -> conv4_3_conv4_3/relu_0_split_0
I1107 03:45:10.633896  1839 net.cpp:411] conv4_3_conv4_3/relu_0_split -> conv4_3_conv4_3/relu_0_split_1
I1107 03:45:10.633955  1839 net.cpp:150] Setting up conv4_3_conv4_3/relu_0_split
I1107 03:45:10.633970  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.633978  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.633982  1839 net.cpp:165] Memory required for data: 1491914048
I1107 03:45:10.633988  1839 layer_factory.hpp:77] Creating layer conv4_4_1x1_reduce
I1107 03:45:10.634002  1839 net.cpp:106] Creating Layer conv4_4_1x1_reduce
I1107 03:45:10.634009  1839 net.cpp:454] conv4_4_1x1_reduce <- conv4_3_conv4_3/relu_0_split_0
I1107 03:45:10.634022  1839 net.cpp:411] conv4_4_1x1_reduce -> conv4_4_1x1_reduce
I1107 03:45:10.637684  1839 net.cpp:150] Setting up conv4_4_1x1_reduce
I1107 03:45:10.637706  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.637712  1839 net.cpp:165] Memory required for data: 1496632640
I1107 03:45:10.637719  1839 layer_factory.hpp:77] Creating layer conv4_4_1x1_reduce/bn
I1107 03:45:10.637734  1839 net.cpp:106] Creating Layer conv4_4_1x1_reduce/bn
I1107 03:45:10.637742  1839 net.cpp:454] conv4_4_1x1_reduce/bn <- conv4_4_1x1_reduce
I1107 03:45:10.637751  1839 net.cpp:397] conv4_4_1x1_reduce/bn -> conv4_4_1x1_reduce (in-place)
I1107 03:45:10.638000  1839 net.cpp:150] Setting up conv4_4_1x1_reduce/bn
I1107 03:45:10.638018  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.638023  1839 net.cpp:165] Memory required for data: 1501351232
I1107 03:45:10.638036  1839 layer_factory.hpp:77] Creating layer conv4_4_1x1_reduce/relu
I1107 03:45:10.638046  1839 net.cpp:106] Creating Layer conv4_4_1x1_reduce/relu
I1107 03:45:10.638051  1839 net.cpp:454] conv4_4_1x1_reduce/relu <- conv4_4_1x1_reduce
I1107 03:45:10.638058  1839 net.cpp:397] conv4_4_1x1_reduce/relu -> conv4_4_1x1_reduce (in-place)
I1107 03:45:10.638069  1839 net.cpp:150] Setting up conv4_4_1x1_reduce/relu
I1107 03:45:10.638075  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.638079  1839 net.cpp:165] Memory required for data: 1506069824
I1107 03:45:10.638084  1839 layer_factory.hpp:77] Creating layer conv4_4_3x3
I1107 03:45:10.638100  1839 net.cpp:106] Creating Layer conv4_4_3x3
I1107 03:45:10.638108  1839 net.cpp:454] conv4_4_3x3 <- conv4_4_1x1_reduce
I1107 03:45:10.638123  1839 net.cpp:411] conv4_4_3x3 -> conv4_4_3x3
I1107 03:45:10.645156  1839 net.cpp:150] Setting up conv4_4_3x3
I1107 03:45:10.645190  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.645196  1839 net.cpp:165] Memory required for data: 1510788416
I1107 03:45:10.645226  1839 layer_factory.hpp:77] Creating layer conv4_4_3x3/bn
I1107 03:45:10.645251  1839 net.cpp:106] Creating Layer conv4_4_3x3/bn
I1107 03:45:10.645264  1839 net.cpp:454] conv4_4_3x3/bn <- conv4_4_3x3
I1107 03:45:10.645277  1839 net.cpp:397] conv4_4_3x3/bn -> conv4_4_3x3 (in-place)
I1107 03:45:10.645493  1839 net.cpp:150] Setting up conv4_4_3x3/bn
I1107 03:45:10.645509  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.645514  1839 net.cpp:165] Memory required for data: 1515507008
I1107 03:45:10.645526  1839 layer_factory.hpp:77] Creating layer conv4_4_3x3/relu
I1107 03:45:10.645540  1839 net.cpp:106] Creating Layer conv4_4_3x3/relu
I1107 03:45:10.645546  1839 net.cpp:454] conv4_4_3x3/relu <- conv4_4_3x3
I1107 03:45:10.645556  1839 net.cpp:397] conv4_4_3x3/relu -> conv4_4_3x3 (in-place)
I1107 03:45:10.645565  1839 net.cpp:150] Setting up conv4_4_3x3/relu
I1107 03:45:10.645572  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.645576  1839 net.cpp:165] Memory required for data: 1520225600
I1107 03:45:10.645582  1839 layer_factory.hpp:77] Creating layer conv4_4_1x1_increase
I1107 03:45:10.645594  1839 net.cpp:106] Creating Layer conv4_4_1x1_increase
I1107 03:45:10.645604  1839 net.cpp:454] conv4_4_1x1_increase <- conv4_4_3x3
I1107 03:45:10.645618  1839 net.cpp:411] conv4_4_1x1_increase -> conv4_4_1x1_increase
I1107 03:45:10.648871  1839 net.cpp:150] Setting up conv4_4_1x1_increase
I1107 03:45:10.648891  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.648897  1839 net.cpp:165] Memory required for data: 1539099968
I1107 03:45:10.648905  1839 layer_factory.hpp:77] Creating layer conv4_4_1x1_increase/bn
I1107 03:45:10.648918  1839 net.cpp:106] Creating Layer conv4_4_1x1_increase/bn
I1107 03:45:10.648926  1839 net.cpp:454] conv4_4_1x1_increase/bn <- conv4_4_1x1_increase
I1107 03:45:10.648938  1839 net.cpp:397] conv4_4_1x1_increase/bn -> conv4_4_1x1_increase (in-place)
I1107 03:45:10.649199  1839 net.cpp:150] Setting up conv4_4_1x1_increase/bn
I1107 03:45:10.649216  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.649221  1839 net.cpp:165] Memory required for data: 1557974336
I1107 03:45:10.649233  1839 layer_factory.hpp:77] Creating layer conv4_4
I1107 03:45:10.649243  1839 net.cpp:106] Creating Layer conv4_4
I1107 03:45:10.649251  1839 net.cpp:454] conv4_4 <- conv4_3_conv4_3/relu_0_split_1
I1107 03:45:10.649258  1839 net.cpp:454] conv4_4 <- conv4_4_1x1_increase
I1107 03:45:10.649271  1839 net.cpp:411] conv4_4 -> conv4_4
I1107 03:45:10.649308  1839 net.cpp:150] Setting up conv4_4
I1107 03:45:10.649322  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.649327  1839 net.cpp:165] Memory required for data: 1576848704
I1107 03:45:10.649333  1839 layer_factory.hpp:77] Creating layer conv4_4/relu
I1107 03:45:10.649340  1839 net.cpp:106] Creating Layer conv4_4/relu
I1107 03:45:10.649346  1839 net.cpp:454] conv4_4/relu <- conv4_4
I1107 03:45:10.649354  1839 net.cpp:397] conv4_4/relu -> conv4_4 (in-place)
I1107 03:45:10.649363  1839 net.cpp:150] Setting up conv4_4/relu
I1107 03:45:10.649370  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.649375  1839 net.cpp:165] Memory required for data: 1595723072
I1107 03:45:10.649380  1839 layer_factory.hpp:77] Creating layer conv4_4_conv4_4/relu_0_split
I1107 03:45:10.649400  1839 net.cpp:106] Creating Layer conv4_4_conv4_4/relu_0_split
I1107 03:45:10.649410  1839 net.cpp:454] conv4_4_conv4_4/relu_0_split <- conv4_4
I1107 03:45:10.649420  1839 net.cpp:411] conv4_4_conv4_4/relu_0_split -> conv4_4_conv4_4/relu_0_split_0
I1107 03:45:10.649430  1839 net.cpp:411] conv4_4_conv4_4/relu_0_split -> conv4_4_conv4_4/relu_0_split_1
I1107 03:45:10.649478  1839 net.cpp:150] Setting up conv4_4_conv4_4/relu_0_split
I1107 03:45:10.649492  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.649498  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.649503  1839 net.cpp:165] Memory required for data: 1633471808
I1107 03:45:10.649507  1839 layer_factory.hpp:77] Creating layer conv4_5_1x1_reduce
I1107 03:45:10.649544  1839 net.cpp:106] Creating Layer conv4_5_1x1_reduce
I1107 03:45:10.649556  1839 net.cpp:454] conv4_5_1x1_reduce <- conv4_4_conv4_4/relu_0_split_0
I1107 03:45:10.649574  1839 net.cpp:411] conv4_5_1x1_reduce -> conv4_5_1x1_reduce
I1107 03:45:10.652818  1839 net.cpp:150] Setting up conv4_5_1x1_reduce
I1107 03:45:10.652838  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.652844  1839 net.cpp:165] Memory required for data: 1638190400
I1107 03:45:10.652853  1839 layer_factory.hpp:77] Creating layer conv4_5_1x1_reduce/bn
I1107 03:45:10.652863  1839 net.cpp:106] Creating Layer conv4_5_1x1_reduce/bn
I1107 03:45:10.652873  1839 net.cpp:454] conv4_5_1x1_reduce/bn <- conv4_5_1x1_reduce
I1107 03:45:10.652886  1839 net.cpp:397] conv4_5_1x1_reduce/bn -> conv4_5_1x1_reduce (in-place)
I1107 03:45:10.653187  1839 net.cpp:150] Setting up conv4_5_1x1_reduce/bn
I1107 03:45:10.653203  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.653209  1839 net.cpp:165] Memory required for data: 1642908992
I1107 03:45:10.653239  1839 layer_factory.hpp:77] Creating layer conv4_5_1x1_reduce/relu
I1107 03:45:10.653252  1839 net.cpp:106] Creating Layer conv4_5_1x1_reduce/relu
I1107 03:45:10.653259  1839 net.cpp:454] conv4_5_1x1_reduce/relu <- conv4_5_1x1_reduce
I1107 03:45:10.653266  1839 net.cpp:397] conv4_5_1x1_reduce/relu -> conv4_5_1x1_reduce (in-place)
I1107 03:45:10.653281  1839 net.cpp:150] Setting up conv4_5_1x1_reduce/relu
I1107 03:45:10.653290  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.653295  1839 net.cpp:165] Memory required for data: 1647627584
I1107 03:45:10.653301  1839 layer_factory.hpp:77] Creating layer conv4_5_3x3
I1107 03:45:10.653313  1839 net.cpp:106] Creating Layer conv4_5_3x3
I1107 03:45:10.653323  1839 net.cpp:454] conv4_5_3x3 <- conv4_5_1x1_reduce
I1107 03:45:10.653332  1839 net.cpp:411] conv4_5_3x3 -> conv4_5_3x3
I1107 03:45:10.662307  1839 net.cpp:150] Setting up conv4_5_3x3
I1107 03:45:10.662356  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.662364  1839 net.cpp:165] Memory required for data: 1652346176
I1107 03:45:10.662375  1839 layer_factory.hpp:77] Creating layer conv4_5_3x3/bn
I1107 03:45:10.662394  1839 net.cpp:106] Creating Layer conv4_5_3x3/bn
I1107 03:45:10.662412  1839 net.cpp:454] conv4_5_3x3/bn <- conv4_5_3x3
I1107 03:45:10.662426  1839 net.cpp:397] conv4_5_3x3/bn -> conv4_5_3x3 (in-place)
I1107 03:45:10.662890  1839 net.cpp:150] Setting up conv4_5_3x3/bn
I1107 03:45:10.662914  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.662921  1839 net.cpp:165] Memory required for data: 1657064768
I1107 03:45:10.662937  1839 layer_factory.hpp:77] Creating layer conv4_5_3x3/relu
I1107 03:45:10.662957  1839 net.cpp:106] Creating Layer conv4_5_3x3/relu
I1107 03:45:10.662966  1839 net.cpp:454] conv4_5_3x3/relu <- conv4_5_3x3
I1107 03:45:10.662986  1839 net.cpp:397] conv4_5_3x3/relu -> conv4_5_3x3 (in-place)
I1107 03:45:10.662998  1839 net.cpp:150] Setting up conv4_5_3x3/relu
I1107 03:45:10.663015  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.663022  1839 net.cpp:165] Memory required for data: 1661783360
I1107 03:45:10.663029  1839 layer_factory.hpp:77] Creating layer conv4_5_1x1_increase
I1107 03:45:10.663053  1839 net.cpp:106] Creating Layer conv4_5_1x1_increase
I1107 03:45:10.663060  1839 net.cpp:454] conv4_5_1x1_increase <- conv4_5_3x3
I1107 03:45:10.663074  1839 net.cpp:411] conv4_5_1x1_increase -> conv4_5_1x1_increase
I1107 03:45:10.668576  1839 net.cpp:150] Setting up conv4_5_1x1_increase
I1107 03:45:10.668604  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.668609  1839 net.cpp:165] Memory required for data: 1680657728
I1107 03:45:10.668617  1839 layer_factory.hpp:77] Creating layer conv4_5_1x1_increase/bn
I1107 03:45:10.668629  1839 net.cpp:106] Creating Layer conv4_5_1x1_increase/bn
I1107 03:45:10.668634  1839 net.cpp:454] conv4_5_1x1_increase/bn <- conv4_5_1x1_increase
I1107 03:45:10.668645  1839 net.cpp:397] conv4_5_1x1_increase/bn -> conv4_5_1x1_increase (in-place)
I1107 03:45:10.668968  1839 net.cpp:150] Setting up conv4_5_1x1_increase/bn
I1107 03:45:10.668987  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.668992  1839 net.cpp:165] Memory required for data: 1699532096
I1107 03:45:10.669003  1839 layer_factory.hpp:77] Creating layer conv4_5
I1107 03:45:10.669011  1839 net.cpp:106] Creating Layer conv4_5
I1107 03:45:10.669018  1839 net.cpp:454] conv4_5 <- conv4_4_conv4_4/relu_0_split_1
I1107 03:45:10.669023  1839 net.cpp:454] conv4_5 <- conv4_5_1x1_increase
I1107 03:45:10.669033  1839 net.cpp:411] conv4_5 -> conv4_5
I1107 03:45:10.669154  1839 net.cpp:150] Setting up conv4_5
I1107 03:45:10.669196  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.669201  1839 net.cpp:165] Memory required for data: 1718406464
I1107 03:45:10.669205  1839 layer_factory.hpp:77] Creating layer conv4_5/relu
I1107 03:45:10.669214  1839 net.cpp:106] Creating Layer conv4_5/relu
I1107 03:45:10.669220  1839 net.cpp:454] conv4_5/relu <- conv4_5
I1107 03:45:10.669276  1839 net.cpp:397] conv4_5/relu -> conv4_5 (in-place)
I1107 03:45:10.669319  1839 net.cpp:150] Setting up conv4_5/relu
I1107 03:45:10.669338  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.669344  1839 net.cpp:165] Memory required for data: 1737280832
I1107 03:45:10.669350  1839 layer_factory.hpp:77] Creating layer conv4_5_conv4_5/relu_0_split
I1107 03:45:10.669361  1839 net.cpp:106] Creating Layer conv4_5_conv4_5/relu_0_split
I1107 03:45:10.669415  1839 net.cpp:454] conv4_5_conv4_5/relu_0_split <- conv4_5
I1107 03:45:10.669430  1839 net.cpp:411] conv4_5_conv4_5/relu_0_split -> conv4_5_conv4_5/relu_0_split_0
I1107 03:45:10.669502  1839 net.cpp:411] conv4_5_conv4_5/relu_0_split -> conv4_5_conv4_5/relu_0_split_1
I1107 03:45:10.669621  1839 net.cpp:150] Setting up conv4_5_conv4_5/relu_0_split
I1107 03:45:10.669641  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.669647  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.669656  1839 net.cpp:165] Memory required for data: 1775029568
I1107 03:45:10.669662  1839 layer_factory.hpp:77] Creating layer conv4_6_1x1_reduce
I1107 03:45:10.669719  1839 net.cpp:106] Creating Layer conv4_6_1x1_reduce
I1107 03:45:10.669762  1839 net.cpp:454] conv4_6_1x1_reduce <- conv4_5_conv4_5/relu_0_split_0
I1107 03:45:10.669816  1839 net.cpp:411] conv4_6_1x1_reduce -> conv4_6_1x1_reduce
I1107 03:45:10.673130  1839 net.cpp:150] Setting up conv4_6_1x1_reduce
I1107 03:45:10.673151  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.673156  1839 net.cpp:165] Memory required for data: 1779748160
I1107 03:45:10.673161  1839 layer_factory.hpp:77] Creating layer conv4_6_1x1_reduce/bn
I1107 03:45:10.673189  1839 net.cpp:106] Creating Layer conv4_6_1x1_reduce/bn
I1107 03:45:10.673208  1839 net.cpp:454] conv4_6_1x1_reduce/bn <- conv4_6_1x1_reduce
I1107 03:45:10.673224  1839 net.cpp:397] conv4_6_1x1_reduce/bn -> conv4_6_1x1_reduce (in-place)
I1107 03:45:10.673488  1839 net.cpp:150] Setting up conv4_6_1x1_reduce/bn
I1107 03:45:10.673504  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.673507  1839 net.cpp:165] Memory required for data: 1784466752
I1107 03:45:10.673518  1839 layer_factory.hpp:77] Creating layer conv4_6_1x1_reduce/relu
I1107 03:45:10.673533  1839 net.cpp:106] Creating Layer conv4_6_1x1_reduce/relu
I1107 03:45:10.673539  1839 net.cpp:454] conv4_6_1x1_reduce/relu <- conv4_6_1x1_reduce
I1107 03:45:10.673547  1839 net.cpp:397] conv4_6_1x1_reduce/relu -> conv4_6_1x1_reduce (in-place)
I1107 03:45:10.673553  1839 net.cpp:150] Setting up conv4_6_1x1_reduce/relu
I1107 03:45:10.673557  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.673559  1839 net.cpp:165] Memory required for data: 1789185344
I1107 03:45:10.673563  1839 layer_factory.hpp:77] Creating layer conv4_6_3x3
I1107 03:45:10.673571  1839 net.cpp:106] Creating Layer conv4_6_3x3
I1107 03:45:10.673574  1839 net.cpp:454] conv4_6_3x3 <- conv4_6_1x1_reduce
I1107 03:45:10.673579  1839 net.cpp:411] conv4_6_3x3 -> conv4_6_3x3
I1107 03:45:10.680398  1839 net.cpp:150] Setting up conv4_6_3x3
I1107 03:45:10.680419  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.680423  1839 net.cpp:165] Memory required for data: 1793903936
I1107 03:45:10.680428  1839 layer_factory.hpp:77] Creating layer conv4_6_3x3/bn
I1107 03:45:10.680440  1839 net.cpp:106] Creating Layer conv4_6_3x3/bn
I1107 03:45:10.680449  1839 net.cpp:454] conv4_6_3x3/bn <- conv4_6_3x3
I1107 03:45:10.680459  1839 net.cpp:397] conv4_6_3x3/bn -> conv4_6_3x3 (in-place)
I1107 03:45:10.680691  1839 net.cpp:150] Setting up conv4_6_3x3/bn
I1107 03:45:10.680706  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.680709  1839 net.cpp:165] Memory required for data: 1798622528
I1107 03:45:10.680717  1839 layer_factory.hpp:77] Creating layer conv4_6_3x3/relu
I1107 03:45:10.680725  1839 net.cpp:106] Creating Layer conv4_6_3x3/relu
I1107 03:45:10.680737  1839 net.cpp:454] conv4_6_3x3/relu <- conv4_6_3x3
I1107 03:45:10.680743  1839 net.cpp:397] conv4_6_3x3/relu -> conv4_6_3x3 (in-place)
I1107 03:45:10.680748  1839 net.cpp:150] Setting up conv4_6_3x3/relu
I1107 03:45:10.680752  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.680755  1839 net.cpp:165] Memory required for data: 1803341120
I1107 03:45:10.680760  1839 layer_factory.hpp:77] Creating layer conv4_6_1x1_increase
I1107 03:45:10.680775  1839 net.cpp:106] Creating Layer conv4_6_1x1_increase
I1107 03:45:10.680794  1839 net.cpp:454] conv4_6_1x1_increase <- conv4_6_3x3
I1107 03:45:10.680802  1839 net.cpp:411] conv4_6_1x1_increase -> conv4_6_1x1_increase
I1107 03:45:10.684041  1839 net.cpp:150] Setting up conv4_6_1x1_increase
I1107 03:45:10.684062  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.684068  1839 net.cpp:165] Memory required for data: 1822215488
I1107 03:45:10.684077  1839 layer_factory.hpp:77] Creating layer conv4_6_1x1_increase/bn
I1107 03:45:10.684088  1839 net.cpp:106] Creating Layer conv4_6_1x1_increase/bn
I1107 03:45:10.684094  1839 net.cpp:454] conv4_6_1x1_increase/bn <- conv4_6_1x1_increase
I1107 03:45:10.684110  1839 net.cpp:397] conv4_6_1x1_increase/bn -> conv4_6_1x1_increase (in-place)
I1107 03:45:10.684370  1839 net.cpp:150] Setting up conv4_6_1x1_increase/bn
I1107 03:45:10.684389  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.684393  1839 net.cpp:165] Memory required for data: 1841089856
I1107 03:45:10.684406  1839 layer_factory.hpp:77] Creating layer conv4_6
I1107 03:45:10.684419  1839 net.cpp:106] Creating Layer conv4_6
I1107 03:45:10.684427  1839 net.cpp:454] conv4_6 <- conv4_5_conv4_5/relu_0_split_1
I1107 03:45:10.684434  1839 net.cpp:454] conv4_6 <- conv4_6_1x1_increase
I1107 03:45:10.684442  1839 net.cpp:411] conv4_6 -> conv4_6
I1107 03:45:10.684481  1839 net.cpp:150] Setting up conv4_6
I1107 03:45:10.684492  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.684497  1839 net.cpp:165] Memory required for data: 1859964224
I1107 03:45:10.684502  1839 layer_factory.hpp:77] Creating layer conv4_6/relu
I1107 03:45:10.684509  1839 net.cpp:106] Creating Layer conv4_6/relu
I1107 03:45:10.684516  1839 net.cpp:454] conv4_6/relu <- conv4_6
I1107 03:45:10.684526  1839 net.cpp:397] conv4_6/relu -> conv4_6 (in-place)
I1107 03:45:10.684535  1839 net.cpp:150] Setting up conv4_6/relu
I1107 03:45:10.684542  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.684548  1839 net.cpp:165] Memory required for data: 1878838592
I1107 03:45:10.684552  1839 layer_factory.hpp:77] Creating layer conv4_6_conv4_6/relu_0_split
I1107 03:45:10.684561  1839 net.cpp:106] Creating Layer conv4_6_conv4_6/relu_0_split
I1107 03:45:10.684566  1839 net.cpp:454] conv4_6_conv4_6/relu_0_split <- conv4_6
I1107 03:45:10.684576  1839 net.cpp:411] conv4_6_conv4_6/relu_0_split -> conv4_6_conv4_6/relu_0_split_0
I1107 03:45:10.684587  1839 net.cpp:411] conv4_6_conv4_6/relu_0_split -> conv4_6_conv4_6/relu_0_split_1
I1107 03:45:10.684648  1839 net.cpp:150] Setting up conv4_6_conv4_6/relu_0_split
I1107 03:45:10.684658  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.684679  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.684684  1839 net.cpp:165] Memory required for data: 1916587328
I1107 03:45:10.684689  1839 layer_factory.hpp:77] Creating layer conv4_7_1x1_reduce
I1107 03:45:10.684705  1839 net.cpp:106] Creating Layer conv4_7_1x1_reduce
I1107 03:45:10.684711  1839 net.cpp:454] conv4_7_1x1_reduce <- conv4_6_conv4_6/relu_0_split_0
I1107 03:45:10.684721  1839 net.cpp:411] conv4_7_1x1_reduce -> conv4_7_1x1_reduce
I1107 03:45:10.689555  1839 net.cpp:150] Setting up conv4_7_1x1_reduce
I1107 03:45:10.689579  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.689584  1839 net.cpp:165] Memory required for data: 1921305920
I1107 03:45:10.689592  1839 layer_factory.hpp:77] Creating layer conv4_7_1x1_reduce/bn
I1107 03:45:10.689604  1839 net.cpp:106] Creating Layer conv4_7_1x1_reduce/bn
I1107 03:45:10.689611  1839 net.cpp:454] conv4_7_1x1_reduce/bn <- conv4_7_1x1_reduce
I1107 03:45:10.689625  1839 net.cpp:397] conv4_7_1x1_reduce/bn -> conv4_7_1x1_reduce (in-place)
I1107 03:45:10.689873  1839 net.cpp:150] Setting up conv4_7_1x1_reduce/bn
I1107 03:45:10.689891  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.689895  1839 net.cpp:165] Memory required for data: 1926024512
I1107 03:45:10.689908  1839 layer_factory.hpp:77] Creating layer conv4_7_1x1_reduce/relu
I1107 03:45:10.689923  1839 net.cpp:106] Creating Layer conv4_7_1x1_reduce/relu
I1107 03:45:10.689929  1839 net.cpp:454] conv4_7_1x1_reduce/relu <- conv4_7_1x1_reduce
I1107 03:45:10.689935  1839 net.cpp:397] conv4_7_1x1_reduce/relu -> conv4_7_1x1_reduce (in-place)
I1107 03:45:10.689946  1839 net.cpp:150] Setting up conv4_7_1x1_reduce/relu
I1107 03:45:10.689954  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.689957  1839 net.cpp:165] Memory required for data: 1930743104
I1107 03:45:10.689961  1839 layer_factory.hpp:77] Creating layer conv4_7_3x3
I1107 03:45:10.689975  1839 net.cpp:106] Creating Layer conv4_7_3x3
I1107 03:45:10.689980  1839 net.cpp:454] conv4_7_3x3 <- conv4_7_1x1_reduce
I1107 03:45:10.689996  1839 net.cpp:411] conv4_7_3x3 -> conv4_7_3x3
I1107 03:45:10.697396  1839 net.cpp:150] Setting up conv4_7_3x3
I1107 03:45:10.697419  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.697424  1839 net.cpp:165] Memory required for data: 1935461696
I1107 03:45:10.697433  1839 layer_factory.hpp:77] Creating layer conv4_7_3x3/bn
I1107 03:45:10.697445  1839 net.cpp:106] Creating Layer conv4_7_3x3/bn
I1107 03:45:10.697458  1839 net.cpp:454] conv4_7_3x3/bn <- conv4_7_3x3
I1107 03:45:10.697468  1839 net.cpp:397] conv4_7_3x3/bn -> conv4_7_3x3 (in-place)
I1107 03:45:10.697716  1839 net.cpp:150] Setting up conv4_7_3x3/bn
I1107 03:45:10.697732  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.697738  1839 net.cpp:165] Memory required for data: 1940180288
I1107 03:45:10.697751  1839 layer_factory.hpp:77] Creating layer conv4_7_3x3/relu
I1107 03:45:10.697759  1839 net.cpp:106] Creating Layer conv4_7_3x3/relu
I1107 03:45:10.697765  1839 net.cpp:454] conv4_7_3x3/relu <- conv4_7_3x3
I1107 03:45:10.697774  1839 net.cpp:397] conv4_7_3x3/relu -> conv4_7_3x3 (in-place)
I1107 03:45:10.697782  1839 net.cpp:150] Setting up conv4_7_3x3/relu
I1107 03:45:10.697789  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.697793  1839 net.cpp:165] Memory required for data: 1944898880
I1107 03:45:10.697798  1839 layer_factory.hpp:77] Creating layer conv4_7_1x1_increase
I1107 03:45:10.697813  1839 net.cpp:106] Creating Layer conv4_7_1x1_increase
I1107 03:45:10.697819  1839 net.cpp:454] conv4_7_1x1_increase <- conv4_7_3x3
I1107 03:45:10.697830  1839 net.cpp:411] conv4_7_1x1_increase -> conv4_7_1x1_increase
I1107 03:45:10.701156  1839 net.cpp:150] Setting up conv4_7_1x1_increase
I1107 03:45:10.701196  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.701203  1839 net.cpp:165] Memory required for data: 1963773248
I1107 03:45:10.701211  1839 layer_factory.hpp:77] Creating layer conv4_7_1x1_increase/bn
I1107 03:45:10.701244  1839 net.cpp:106] Creating Layer conv4_7_1x1_increase/bn
I1107 03:45:10.701252  1839 net.cpp:454] conv4_7_1x1_increase/bn <- conv4_7_1x1_increase
I1107 03:45:10.701261  1839 net.cpp:397] conv4_7_1x1_increase/bn -> conv4_7_1x1_increase (in-place)
I1107 03:45:10.701540  1839 net.cpp:150] Setting up conv4_7_1x1_increase/bn
I1107 03:45:10.701558  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.701563  1839 net.cpp:165] Memory required for data: 1982647616
I1107 03:45:10.701575  1839 layer_factory.hpp:77] Creating layer conv4_7
I1107 03:45:10.701586  1839 net.cpp:106] Creating Layer conv4_7
I1107 03:45:10.701596  1839 net.cpp:454] conv4_7 <- conv4_6_conv4_6/relu_0_split_1
I1107 03:45:10.701602  1839 net.cpp:454] conv4_7 <- conv4_7_1x1_increase
I1107 03:45:10.701611  1839 net.cpp:411] conv4_7 -> conv4_7
I1107 03:45:10.701659  1839 net.cpp:150] Setting up conv4_7
I1107 03:45:10.701670  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.701675  1839 net.cpp:165] Memory required for data: 2001521984
I1107 03:45:10.701679  1839 layer_factory.hpp:77] Creating layer conv4_7/relu
I1107 03:45:10.701690  1839 net.cpp:106] Creating Layer conv4_7/relu
I1107 03:45:10.701697  1839 net.cpp:454] conv4_7/relu <- conv4_7
I1107 03:45:10.701705  1839 net.cpp:397] conv4_7/relu -> conv4_7 (in-place)
I1107 03:45:10.701714  1839 net.cpp:150] Setting up conv4_7/relu
I1107 03:45:10.701720  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.701725  1839 net.cpp:165] Memory required for data: 2020396352
I1107 03:45:10.701730  1839 layer_factory.hpp:77] Creating layer conv4_7_conv4_7/relu_0_split
I1107 03:45:10.701740  1839 net.cpp:106] Creating Layer conv4_7_conv4_7/relu_0_split
I1107 03:45:10.701746  1839 net.cpp:454] conv4_7_conv4_7/relu_0_split <- conv4_7
I1107 03:45:10.701755  1839 net.cpp:411] conv4_7_conv4_7/relu_0_split -> conv4_7_conv4_7/relu_0_split_0
I1107 03:45:10.701764  1839 net.cpp:411] conv4_7_conv4_7/relu_0_split -> conv4_7_conv4_7/relu_0_split_1
I1107 03:45:10.701834  1839 net.cpp:150] Setting up conv4_7_conv4_7/relu_0_split
I1107 03:45:10.701851  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.701859  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.701864  1839 net.cpp:165] Memory required for data: 2058145088
I1107 03:45:10.701867  1839 layer_factory.hpp:77] Creating layer conv4_8_1x1_reduce
I1107 03:45:10.701884  1839 net.cpp:106] Creating Layer conv4_8_1x1_reduce
I1107 03:45:10.701890  1839 net.cpp:454] conv4_8_1x1_reduce <- conv4_7_conv4_7/relu_0_split_0
I1107 03:45:10.701902  1839 net.cpp:411] conv4_8_1x1_reduce -> conv4_8_1x1_reduce
I1107 03:45:10.705224  1839 net.cpp:150] Setting up conv4_8_1x1_reduce
I1107 03:45:10.705245  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.705252  1839 net.cpp:165] Memory required for data: 2062863680
I1107 03:45:10.705260  1839 layer_factory.hpp:77] Creating layer conv4_8_1x1_reduce/bn
I1107 03:45:10.705276  1839 net.cpp:106] Creating Layer conv4_8_1x1_reduce/bn
I1107 03:45:10.705282  1839 net.cpp:454] conv4_8_1x1_reduce/bn <- conv4_8_1x1_reduce
I1107 03:45:10.705292  1839 net.cpp:397] conv4_8_1x1_reduce/bn -> conv4_8_1x1_reduce (in-place)
I1107 03:45:10.705543  1839 net.cpp:150] Setting up conv4_8_1x1_reduce/bn
I1107 03:45:10.705560  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.705565  1839 net.cpp:165] Memory required for data: 2067582272
I1107 03:45:10.705579  1839 layer_factory.hpp:77] Creating layer conv4_8_1x1_reduce/relu
I1107 03:45:10.705590  1839 net.cpp:106] Creating Layer conv4_8_1x1_reduce/relu
I1107 03:45:10.705596  1839 net.cpp:454] conv4_8_1x1_reduce/relu <- conv4_8_1x1_reduce
I1107 03:45:10.705603  1839 net.cpp:397] conv4_8_1x1_reduce/relu -> conv4_8_1x1_reduce (in-place)
I1107 03:45:10.705613  1839 net.cpp:150] Setting up conv4_8_1x1_reduce/relu
I1107 03:45:10.705621  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.705624  1839 net.cpp:165] Memory required for data: 2072300864
I1107 03:45:10.705628  1839 layer_factory.hpp:77] Creating layer conv4_8_3x3
I1107 03:45:10.705655  1839 net.cpp:106] Creating Layer conv4_8_3x3
I1107 03:45:10.705662  1839 net.cpp:454] conv4_8_3x3 <- conv4_8_1x1_reduce
I1107 03:45:10.705675  1839 net.cpp:411] conv4_8_3x3 -> conv4_8_3x3
I1107 03:45:10.715813  1839 net.cpp:150] Setting up conv4_8_3x3
I1107 03:45:10.715852  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.715857  1839 net.cpp:165] Memory required for data: 2077019456
I1107 03:45:10.715867  1839 layer_factory.hpp:77] Creating layer conv4_8_3x3/bn
I1107 03:45:10.715917  1839 net.cpp:106] Creating Layer conv4_8_3x3/bn
I1107 03:45:10.715934  1839 net.cpp:454] conv4_8_3x3/bn <- conv4_8_3x3
I1107 03:45:10.715960  1839 net.cpp:397] conv4_8_3x3/bn -> conv4_8_3x3 (in-place)
I1107 03:45:10.716239  1839 net.cpp:150] Setting up conv4_8_3x3/bn
I1107 03:45:10.716256  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.716262  1839 net.cpp:165] Memory required for data: 2081738048
I1107 03:45:10.716275  1839 layer_factory.hpp:77] Creating layer conv4_8_3x3/relu
I1107 03:45:10.716286  1839 net.cpp:106] Creating Layer conv4_8_3x3/relu
I1107 03:45:10.716292  1839 net.cpp:454] conv4_8_3x3/relu <- conv4_8_3x3
I1107 03:45:10.716301  1839 net.cpp:397] conv4_8_3x3/relu -> conv4_8_3x3 (in-place)
I1107 03:45:10.716342  1839 net.cpp:150] Setting up conv4_8_3x3/relu
I1107 03:45:10.716382  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.716392  1839 net.cpp:165] Memory required for data: 2086456640
I1107 03:45:10.716408  1839 layer_factory.hpp:77] Creating layer conv4_8_1x1_increase
I1107 03:45:10.716428  1839 net.cpp:106] Creating Layer conv4_8_1x1_increase
I1107 03:45:10.716439  1839 net.cpp:454] conv4_8_1x1_increase <- conv4_8_3x3
I1107 03:45:10.716449  1839 net.cpp:411] conv4_8_1x1_increase -> conv4_8_1x1_increase
I1107 03:45:10.719844  1839 net.cpp:150] Setting up conv4_8_1x1_increase
I1107 03:45:10.719866  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.719872  1839 net.cpp:165] Memory required for data: 2105331008
I1107 03:45:10.719880  1839 layer_factory.hpp:77] Creating layer conv4_8_1x1_increase/bn
I1107 03:45:10.719897  1839 net.cpp:106] Creating Layer conv4_8_1x1_increase/bn
I1107 03:45:10.719916  1839 net.cpp:454] conv4_8_1x1_increase/bn <- conv4_8_1x1_increase
I1107 03:45:10.719946  1839 net.cpp:397] conv4_8_1x1_increase/bn -> conv4_8_1x1_increase (in-place)
I1107 03:45:10.720515  1839 net.cpp:150] Setting up conv4_8_1x1_increase/bn
I1107 03:45:10.720536  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.720542  1839 net.cpp:165] Memory required for data: 2124205376
I1107 03:45:10.720572  1839 layer_factory.hpp:77] Creating layer conv4_8
I1107 03:45:10.720587  1839 net.cpp:106] Creating Layer conv4_8
I1107 03:45:10.720595  1839 net.cpp:454] conv4_8 <- conv4_7_conv4_7/relu_0_split_1
I1107 03:45:10.720603  1839 net.cpp:454] conv4_8 <- conv4_8_1x1_increase
I1107 03:45:10.720634  1839 net.cpp:411] conv4_8 -> conv4_8
I1107 03:45:10.720702  1839 net.cpp:150] Setting up conv4_8
I1107 03:45:10.720727  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.720733  1839 net.cpp:165] Memory required for data: 2143079744
I1107 03:45:10.720738  1839 layer_factory.hpp:77] Creating layer conv4_8/relu
I1107 03:45:10.720768  1839 net.cpp:106] Creating Layer conv4_8/relu
I1107 03:45:10.720777  1839 net.cpp:454] conv4_8/relu <- conv4_8
I1107 03:45:10.720785  1839 net.cpp:397] conv4_8/relu -> conv4_8 (in-place)
I1107 03:45:10.720823  1839 net.cpp:150] Setting up conv4_8/relu
I1107 03:45:10.720834  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.720839  1839 net.cpp:165] Memory required for data: 2161954112
I1107 03:45:10.720844  1839 layer_factory.hpp:77] Creating layer conv4_8_conv4_8/relu_0_split
I1107 03:45:10.720867  1839 net.cpp:106] Creating Layer conv4_8_conv4_8/relu_0_split
I1107 03:45:10.720876  1839 net.cpp:454] conv4_8_conv4_8/relu_0_split <- conv4_8
I1107 03:45:10.720897  1839 net.cpp:411] conv4_8_conv4_8/relu_0_split -> conv4_8_conv4_8/relu_0_split_0
I1107 03:45:10.720952  1839 net.cpp:411] conv4_8_conv4_8/relu_0_split -> conv4_8_conv4_8/relu_0_split_1
I1107 03:45:10.721067  1839 net.cpp:150] Setting up conv4_8_conv4_8/relu_0_split
I1107 03:45:10.721086  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.721093  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.721097  1839 net.cpp:165] Memory required for data: 2199702848
I1107 03:45:10.721119  1839 layer_factory.hpp:77] Creating layer conv4_9_1x1_reduce
I1107 03:45:10.721138  1839 net.cpp:106] Creating Layer conv4_9_1x1_reduce
I1107 03:45:10.721145  1839 net.cpp:454] conv4_9_1x1_reduce <- conv4_8_conv4_8/relu_0_split_0
I1107 03:45:10.721197  1839 net.cpp:411] conv4_9_1x1_reduce -> conv4_9_1x1_reduce
I1107 03:45:10.724927  1839 net.cpp:150] Setting up conv4_9_1x1_reduce
I1107 03:45:10.724949  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.724956  1839 net.cpp:165] Memory required for data: 2204421440
I1107 03:45:10.724966  1839 layer_factory.hpp:77] Creating layer conv4_9_1x1_reduce/bn
I1107 03:45:10.724998  1839 net.cpp:106] Creating Layer conv4_9_1x1_reduce/bn
I1107 03:45:10.725006  1839 net.cpp:454] conv4_9_1x1_reduce/bn <- conv4_9_1x1_reduce
I1107 03:45:10.725018  1839 net.cpp:397] conv4_9_1x1_reduce/bn -> conv4_9_1x1_reduce (in-place)
I1107 03:45:10.725335  1839 net.cpp:150] Setting up conv4_9_1x1_reduce/bn
I1107 03:45:10.725354  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.725359  1839 net.cpp:165] Memory required for data: 2209140032
I1107 03:45:10.725462  1839 layer_factory.hpp:77] Creating layer conv4_9_1x1_reduce/relu
I1107 03:45:10.725481  1839 net.cpp:106] Creating Layer conv4_9_1x1_reduce/relu
I1107 03:45:10.725487  1839 net.cpp:454] conv4_9_1x1_reduce/relu <- conv4_9_1x1_reduce
I1107 03:45:10.725512  1839 net.cpp:397] conv4_9_1x1_reduce/relu -> conv4_9_1x1_reduce (in-place)
I1107 03:45:10.725528  1839 net.cpp:150] Setting up conv4_9_1x1_reduce/relu
I1107 03:45:10.725535  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.725539  1839 net.cpp:165] Memory required for data: 2213858624
I1107 03:45:10.725563  1839 layer_factory.hpp:77] Creating layer conv4_9_3x3
I1107 03:45:10.725580  1839 net.cpp:106] Creating Layer conv4_9_3x3
I1107 03:45:10.725586  1839 net.cpp:454] conv4_9_3x3 <- conv4_9_1x1_reduce
I1107 03:45:10.725595  1839 net.cpp:411] conv4_9_3x3 -> conv4_9_3x3
I1107 03:45:10.732579  1839 net.cpp:150] Setting up conv4_9_3x3
I1107 03:45:10.732604  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.732611  1839 net.cpp:165] Memory required for data: 2218577216
I1107 03:45:10.732620  1839 layer_factory.hpp:77] Creating layer conv4_9_3x3/bn
I1107 03:45:10.732656  1839 net.cpp:106] Creating Layer conv4_9_3x3/bn
I1107 03:45:10.732666  1839 net.cpp:454] conv4_9_3x3/bn <- conv4_9_3x3
I1107 03:45:10.732678  1839 net.cpp:397] conv4_9_3x3/bn -> conv4_9_3x3 (in-place)
I1107 03:45:10.732941  1839 net.cpp:150] Setting up conv4_9_3x3/bn
I1107 03:45:10.732959  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.732965  1839 net.cpp:165] Memory required for data: 2223295808
I1107 03:45:10.732977  1839 layer_factory.hpp:77] Creating layer conv4_9_3x3/relu
I1107 03:45:10.732986  1839 net.cpp:106] Creating Layer conv4_9_3x3/relu
I1107 03:45:10.733011  1839 net.cpp:454] conv4_9_3x3/relu <- conv4_9_3x3
I1107 03:45:10.733023  1839 net.cpp:397] conv4_9_3x3/relu -> conv4_9_3x3 (in-place)
I1107 03:45:10.733033  1839 net.cpp:150] Setting up conv4_9_3x3/relu
I1107 03:45:10.733041  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.733083  1839 net.cpp:165] Memory required for data: 2228014400
I1107 03:45:10.733090  1839 layer_factory.hpp:77] Creating layer conv4_9_1x1_increase
I1107 03:45:10.733119  1839 net.cpp:106] Creating Layer conv4_9_1x1_increase
I1107 03:45:10.733127  1839 net.cpp:454] conv4_9_1x1_increase <- conv4_9_3x3
I1107 03:45:10.733139  1839 net.cpp:411] conv4_9_1x1_increase -> conv4_9_1x1_increase
I1107 03:45:10.737066  1839 net.cpp:150] Setting up conv4_9_1x1_increase
I1107 03:45:10.737088  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.737123  1839 net.cpp:165] Memory required for data: 2246888768
I1107 03:45:10.737134  1839 layer_factory.hpp:77] Creating layer conv4_9_1x1_increase/bn
I1107 03:45:10.737150  1839 net.cpp:106] Creating Layer conv4_9_1x1_increase/bn
I1107 03:45:10.737159  1839 net.cpp:454] conv4_9_1x1_increase/bn <- conv4_9_1x1_increase
I1107 03:45:10.737215  1839 net.cpp:397] conv4_9_1x1_increase/bn -> conv4_9_1x1_increase (in-place)
I1107 03:45:10.737504  1839 net.cpp:150] Setting up conv4_9_1x1_increase/bn
I1107 03:45:10.737547  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.737557  1839 net.cpp:165] Memory required for data: 2265763136
I1107 03:45:10.737570  1839 layer_factory.hpp:77] Creating layer conv4_9
I1107 03:45:10.737597  1839 net.cpp:106] Creating Layer conv4_9
I1107 03:45:10.737608  1839 net.cpp:454] conv4_9 <- conv4_8_conv4_8/relu_0_split_1
I1107 03:45:10.737617  1839 net.cpp:454] conv4_9 <- conv4_9_1x1_increase
I1107 03:45:10.737638  1839 net.cpp:411] conv4_9 -> conv4_9
I1107 03:45:10.737706  1839 net.cpp:150] Setting up conv4_9
I1107 03:45:10.737723  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.737730  1839 net.cpp:165] Memory required for data: 2284637504
I1107 03:45:10.737735  1839 layer_factory.hpp:77] Creating layer conv4_9/relu
I1107 03:45:10.737757  1839 net.cpp:106] Creating Layer conv4_9/relu
I1107 03:45:10.737768  1839 net.cpp:454] conv4_9/relu <- conv4_9
I1107 03:45:10.737779  1839 net.cpp:397] conv4_9/relu -> conv4_9 (in-place)
I1107 03:45:10.737803  1839 net.cpp:150] Setting up conv4_9/relu
I1107 03:45:10.737820  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.737829  1839 net.cpp:165] Memory required for data: 2303511872
I1107 03:45:10.737835  1839 layer_factory.hpp:77] Creating layer conv4_9_conv4_9/relu_0_split
I1107 03:45:10.737844  1839 net.cpp:106] Creating Layer conv4_9_conv4_9/relu_0_split
I1107 03:45:10.737849  1839 net.cpp:454] conv4_9_conv4_9/relu_0_split <- conv4_9
I1107 03:45:10.737879  1839 net.cpp:411] conv4_9_conv4_9/relu_0_split -> conv4_9_conv4_9/relu_0_split_0
I1107 03:45:10.737895  1839 net.cpp:411] conv4_9_conv4_9/relu_0_split -> conv4_9_conv4_9/relu_0_split_1
I1107 03:45:10.737995  1839 net.cpp:150] Setting up conv4_9_conv4_9/relu_0_split
I1107 03:45:10.738020  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.738029  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.738034  1839 net.cpp:165] Memory required for data: 2341260608
I1107 03:45:10.738055  1839 layer_factory.hpp:77] Creating layer conv4_10_1x1_reduce
I1107 03:45:10.738075  1839 net.cpp:106] Creating Layer conv4_10_1x1_reduce
I1107 03:45:10.738083  1839 net.cpp:454] conv4_10_1x1_reduce <- conv4_9_conv4_9/relu_0_split_0
I1107 03:45:10.738119  1839 net.cpp:411] conv4_10_1x1_reduce -> conv4_10_1x1_reduce
I1107 03:45:10.741490  1839 net.cpp:150] Setting up conv4_10_1x1_reduce
I1107 03:45:10.741513  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.741520  1839 net.cpp:165] Memory required for data: 2345979200
I1107 03:45:10.741529  1839 layer_factory.hpp:77] Creating layer conv4_10_1x1_reduce/bn
I1107 03:45:10.741545  1839 net.cpp:106] Creating Layer conv4_10_1x1_reduce/bn
I1107 03:45:10.741552  1839 net.cpp:454] conv4_10_1x1_reduce/bn <- conv4_10_1x1_reduce
I1107 03:45:10.741564  1839 net.cpp:397] conv4_10_1x1_reduce/bn -> conv4_10_1x1_reduce (in-place)
I1107 03:45:10.741825  1839 net.cpp:150] Setting up conv4_10_1x1_reduce/bn
I1107 03:45:10.741842  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.741847  1839 net.cpp:165] Memory required for data: 2350697792
I1107 03:45:10.741860  1839 layer_factory.hpp:77] Creating layer conv4_10_1x1_reduce/relu
I1107 03:45:10.741870  1839 net.cpp:106] Creating Layer conv4_10_1x1_reduce/relu
I1107 03:45:10.741875  1839 net.cpp:454] conv4_10_1x1_reduce/relu <- conv4_10_1x1_reduce
I1107 03:45:10.741883  1839 net.cpp:397] conv4_10_1x1_reduce/relu -> conv4_10_1x1_reduce (in-place)
I1107 03:45:10.741894  1839 net.cpp:150] Setting up conv4_10_1x1_reduce/relu
I1107 03:45:10.741943  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.741950  1839 net.cpp:165] Memory required for data: 2355416384
I1107 03:45:10.741955  1839 layer_factory.hpp:77] Creating layer conv4_10_3x3
I1107 03:45:10.741977  1839 net.cpp:106] Creating Layer conv4_10_3x3
I1107 03:45:10.741989  1839 net.cpp:454] conv4_10_3x3 <- conv4_10_1x1_reduce
I1107 03:45:10.742022  1839 net.cpp:411] conv4_10_3x3 -> conv4_10_3x3
I1107 03:45:10.749022  1839 net.cpp:150] Setting up conv4_10_3x3
I1107 03:45:10.749045  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.749052  1839 net.cpp:165] Memory required for data: 2360134976
I1107 03:45:10.749059  1839 layer_factory.hpp:77] Creating layer conv4_10_3x3/bn
I1107 03:45:10.749073  1839 net.cpp:106] Creating Layer conv4_10_3x3/bn
I1107 03:45:10.749081  1839 net.cpp:454] conv4_10_3x3/bn <- conv4_10_3x3
I1107 03:45:10.749090  1839 net.cpp:397] conv4_10_3x3/bn -> conv4_10_3x3 (in-place)
I1107 03:45:10.749353  1839 net.cpp:150] Setting up conv4_10_3x3/bn
I1107 03:45:10.749370  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.749377  1839 net.cpp:165] Memory required for data: 2364853568
I1107 03:45:10.749388  1839 layer_factory.hpp:77] Creating layer conv4_10_3x3/relu
I1107 03:45:10.749400  1839 net.cpp:106] Creating Layer conv4_10_3x3/relu
I1107 03:45:10.749406  1839 net.cpp:454] conv4_10_3x3/relu <- conv4_10_3x3
I1107 03:45:10.749414  1839 net.cpp:397] conv4_10_3x3/relu -> conv4_10_3x3 (in-place)
I1107 03:45:10.749424  1839 net.cpp:150] Setting up conv4_10_3x3/relu
I1107 03:45:10.749430  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.749435  1839 net.cpp:165] Memory required for data: 2369572160
I1107 03:45:10.749440  1839 layer_factory.hpp:77] Creating layer conv4_10_1x1_increase
I1107 03:45:10.749452  1839 net.cpp:106] Creating Layer conv4_10_1x1_increase
I1107 03:45:10.749457  1839 net.cpp:454] conv4_10_1x1_increase <- conv4_10_3x3
I1107 03:45:10.749469  1839 net.cpp:411] conv4_10_1x1_increase -> conv4_10_1x1_increase
I1107 03:45:10.752717  1839 net.cpp:150] Setting up conv4_10_1x1_increase
I1107 03:45:10.752737  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.752743  1839 net.cpp:165] Memory required for data: 2388446528
I1107 03:45:10.752751  1839 layer_factory.hpp:77] Creating layer conv4_10_1x1_increase/bn
I1107 03:45:10.752763  1839 net.cpp:106] Creating Layer conv4_10_1x1_increase/bn
I1107 03:45:10.752769  1839 net.cpp:454] conv4_10_1x1_increase/bn <- conv4_10_1x1_increase
I1107 03:45:10.752782  1839 net.cpp:397] conv4_10_1x1_increase/bn -> conv4_10_1x1_increase (in-place)
I1107 03:45:10.753016  1839 net.cpp:150] Setting up conv4_10_1x1_increase/bn
I1107 03:45:10.753032  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.753038  1839 net.cpp:165] Memory required for data: 2407320896
I1107 03:45:10.753052  1839 layer_factory.hpp:77] Creating layer conv4_10
I1107 03:45:10.753062  1839 net.cpp:106] Creating Layer conv4_10
I1107 03:45:10.753069  1839 net.cpp:454] conv4_10 <- conv4_9_conv4_9/relu_0_split_1
I1107 03:45:10.753077  1839 net.cpp:454] conv4_10 <- conv4_10_1x1_increase
I1107 03:45:10.753088  1839 net.cpp:411] conv4_10 -> conv4_10
I1107 03:45:10.753134  1839 net.cpp:150] Setting up conv4_10
I1107 03:45:10.753149  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.753154  1839 net.cpp:165] Memory required for data: 2426195264
I1107 03:45:10.753159  1839 layer_factory.hpp:77] Creating layer conv4_10/relu
I1107 03:45:10.753187  1839 net.cpp:106] Creating Layer conv4_10/relu
I1107 03:45:10.753201  1839 net.cpp:454] conv4_10/relu <- conv4_10
I1107 03:45:10.753208  1839 net.cpp:397] conv4_10/relu -> conv4_10 (in-place)
I1107 03:45:10.753217  1839 net.cpp:150] Setting up conv4_10/relu
I1107 03:45:10.753224  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.753231  1839 net.cpp:165] Memory required for data: 2445069632
I1107 03:45:10.753234  1839 layer_factory.hpp:77] Creating layer conv4_10_conv4_10/relu_0_split
I1107 03:45:10.753263  1839 net.cpp:106] Creating Layer conv4_10_conv4_10/relu_0_split
I1107 03:45:10.753269  1839 net.cpp:454] conv4_10_conv4_10/relu_0_split <- conv4_10
I1107 03:45:10.753281  1839 net.cpp:411] conv4_10_conv4_10/relu_0_split -> conv4_10_conv4_10/relu_0_split_0
I1107 03:45:10.753293  1839 net.cpp:411] conv4_10_conv4_10/relu_0_split -> conv4_10_conv4_10/relu_0_split_1
I1107 03:45:10.753350  1839 net.cpp:150] Setting up conv4_10_conv4_10/relu_0_split
I1107 03:45:10.753365  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.753372  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.753377  1839 net.cpp:165] Memory required for data: 2482818368
I1107 03:45:10.753382  1839 layer_factory.hpp:77] Creating layer conv4_11_1x1_reduce
I1107 03:45:10.753397  1839 net.cpp:106] Creating Layer conv4_11_1x1_reduce
I1107 03:45:10.753404  1839 net.cpp:454] conv4_11_1x1_reduce <- conv4_10_conv4_10/relu_0_split_0
I1107 03:45:10.753417  1839 net.cpp:411] conv4_11_1x1_reduce -> conv4_11_1x1_reduce
I1107 03:45:10.758131  1839 net.cpp:150] Setting up conv4_11_1x1_reduce
I1107 03:45:10.758154  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.758162  1839 net.cpp:165] Memory required for data: 2487536960
I1107 03:45:10.758172  1839 layer_factory.hpp:77] Creating layer conv4_11_1x1_reduce/bn
I1107 03:45:10.758183  1839 net.cpp:106] Creating Layer conv4_11_1x1_reduce/bn
I1107 03:45:10.758189  1839 net.cpp:454] conv4_11_1x1_reduce/bn <- conv4_11_1x1_reduce
I1107 03:45:10.758199  1839 net.cpp:397] conv4_11_1x1_reduce/bn -> conv4_11_1x1_reduce (in-place)
I1107 03:45:10.758491  1839 net.cpp:150] Setting up conv4_11_1x1_reduce/bn
I1107 03:45:10.758507  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.758512  1839 net.cpp:165] Memory required for data: 2492255552
I1107 03:45:10.758525  1839 layer_factory.hpp:77] Creating layer conv4_11_1x1_reduce/relu
I1107 03:45:10.758534  1839 net.cpp:106] Creating Layer conv4_11_1x1_reduce/relu
I1107 03:45:10.758539  1839 net.cpp:454] conv4_11_1x1_reduce/relu <- conv4_11_1x1_reduce
I1107 03:45:10.758548  1839 net.cpp:397] conv4_11_1x1_reduce/relu -> conv4_11_1x1_reduce (in-place)
I1107 03:45:10.758558  1839 net.cpp:150] Setting up conv4_11_1x1_reduce/relu
I1107 03:45:10.758564  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.758569  1839 net.cpp:165] Memory required for data: 2496974144
I1107 03:45:10.758574  1839 layer_factory.hpp:77] Creating layer conv4_11_3x3
I1107 03:45:10.758589  1839 net.cpp:106] Creating Layer conv4_11_3x3
I1107 03:45:10.758596  1839 net.cpp:454] conv4_11_3x3 <- conv4_11_1x1_reduce
I1107 03:45:10.758608  1839 net.cpp:411] conv4_11_3x3 -> conv4_11_3x3
I1107 03:45:10.765640  1839 net.cpp:150] Setting up conv4_11_3x3
I1107 03:45:10.765672  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.765678  1839 net.cpp:165] Memory required for data: 2501692736
I1107 03:45:10.765687  1839 layer_factory.hpp:77] Creating layer conv4_11_3x3/bn
I1107 03:45:10.765704  1839 net.cpp:106] Creating Layer conv4_11_3x3/bn
I1107 03:45:10.765713  1839 net.cpp:454] conv4_11_3x3/bn <- conv4_11_3x3
I1107 03:45:10.765722  1839 net.cpp:397] conv4_11_3x3/bn -> conv4_11_3x3 (in-place)
I1107 03:45:10.765964  1839 net.cpp:150] Setting up conv4_11_3x3/bn
I1107 03:45:10.765980  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.765985  1839 net.cpp:165] Memory required for data: 2506411328
I1107 03:45:10.765997  1839 layer_factory.hpp:77] Creating layer conv4_11_3x3/relu
I1107 03:45:10.766007  1839 net.cpp:106] Creating Layer conv4_11_3x3/relu
I1107 03:45:10.766012  1839 net.cpp:454] conv4_11_3x3/relu <- conv4_11_3x3
I1107 03:45:10.766021  1839 net.cpp:397] conv4_11_3x3/relu -> conv4_11_3x3 (in-place)
I1107 03:45:10.766029  1839 net.cpp:150] Setting up conv4_11_3x3/relu
I1107 03:45:10.766036  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.766041  1839 net.cpp:165] Memory required for data: 2511129920
I1107 03:45:10.766047  1839 layer_factory.hpp:77] Creating layer conv4_11_1x1_increase
I1107 03:45:10.766085  1839 net.cpp:106] Creating Layer conv4_11_1x1_increase
I1107 03:45:10.766093  1839 net.cpp:454] conv4_11_1x1_increase <- conv4_11_3x3
I1107 03:45:10.766105  1839 net.cpp:411] conv4_11_1x1_increase -> conv4_11_1x1_increase
I1107 03:45:10.769608  1839 net.cpp:150] Setting up conv4_11_1x1_increase
I1107 03:45:10.769629  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.769634  1839 net.cpp:165] Memory required for data: 2530004288
I1107 03:45:10.769642  1839 layer_factory.hpp:77] Creating layer conv4_11_1x1_increase/bn
I1107 03:45:10.769655  1839 net.cpp:106] Creating Layer conv4_11_1x1_increase/bn
I1107 03:45:10.769661  1839 net.cpp:454] conv4_11_1x1_increase/bn <- conv4_11_1x1_increase
I1107 03:45:10.769871  1839 net.cpp:397] conv4_11_1x1_increase/bn -> conv4_11_1x1_increase (in-place)
I1107 03:45:10.770134  1839 net.cpp:150] Setting up conv4_11_1x1_increase/bn
I1107 03:45:10.770153  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.770157  1839 net.cpp:165] Memory required for data: 2548878656
I1107 03:45:10.770169  1839 layer_factory.hpp:77] Creating layer conv4_11
I1107 03:45:10.770181  1839 net.cpp:106] Creating Layer conv4_11
I1107 03:45:10.770190  1839 net.cpp:454] conv4_11 <- conv4_10_conv4_10/relu_0_split_1
I1107 03:45:10.770196  1839 net.cpp:454] conv4_11 <- conv4_11_1x1_increase
I1107 03:45:10.770207  1839 net.cpp:411] conv4_11 -> conv4_11
I1107 03:45:10.770248  1839 net.cpp:150] Setting up conv4_11
I1107 03:45:10.770262  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.770267  1839 net.cpp:165] Memory required for data: 2567753024
I1107 03:45:10.770272  1839 layer_factory.hpp:77] Creating layer conv4_11/relu
I1107 03:45:10.770279  1839 net.cpp:106] Creating Layer conv4_11/relu
I1107 03:45:10.770287  1839 net.cpp:454] conv4_11/relu <- conv4_11
I1107 03:45:10.770293  1839 net.cpp:397] conv4_11/relu -> conv4_11 (in-place)
I1107 03:45:10.770301  1839 net.cpp:150] Setting up conv4_11/relu
I1107 03:45:10.770308  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.770313  1839 net.cpp:165] Memory required for data: 2586627392
I1107 03:45:10.770318  1839 layer_factory.hpp:77] Creating layer conv4_11_conv4_11/relu_0_split
I1107 03:45:10.770330  1839 net.cpp:106] Creating Layer conv4_11_conv4_11/relu_0_split
I1107 03:45:10.770337  1839 net.cpp:454] conv4_11_conv4_11/relu_0_split <- conv4_11
I1107 03:45:10.770347  1839 net.cpp:411] conv4_11_conv4_11/relu_0_split -> conv4_11_conv4_11/relu_0_split_0
I1107 03:45:10.770362  1839 net.cpp:411] conv4_11_conv4_11/relu_0_split -> conv4_11_conv4_11/relu_0_split_1
I1107 03:45:10.770416  1839 net.cpp:150] Setting up conv4_11_conv4_11/relu_0_split
I1107 03:45:10.770429  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.770437  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.770440  1839 net.cpp:165] Memory required for data: 2624376128
I1107 03:45:10.770445  1839 layer_factory.hpp:77] Creating layer conv4_12_1x1_reduce
I1107 03:45:10.770460  1839 net.cpp:106] Creating Layer conv4_12_1x1_reduce
I1107 03:45:10.770468  1839 net.cpp:454] conv4_12_1x1_reduce <- conv4_11_conv4_11/relu_0_split_0
I1107 03:45:10.770480  1839 net.cpp:411] conv4_12_1x1_reduce -> conv4_12_1x1_reduce
I1107 03:45:10.773676  1839 net.cpp:150] Setting up conv4_12_1x1_reduce
I1107 03:45:10.773697  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.773705  1839 net.cpp:165] Memory required for data: 2629094720
I1107 03:45:10.773712  1839 layer_factory.hpp:77] Creating layer conv4_12_1x1_reduce/bn
I1107 03:45:10.773725  1839 net.cpp:106] Creating Layer conv4_12_1x1_reduce/bn
I1107 03:45:10.773730  1839 net.cpp:454] conv4_12_1x1_reduce/bn <- conv4_12_1x1_reduce
I1107 03:45:10.773743  1839 net.cpp:397] conv4_12_1x1_reduce/bn -> conv4_12_1x1_reduce (in-place)
I1107 03:45:10.773974  1839 net.cpp:150] Setting up conv4_12_1x1_reduce/bn
I1107 03:45:10.773989  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.773994  1839 net.cpp:165] Memory required for data: 2633813312
I1107 03:45:10.774024  1839 layer_factory.hpp:77] Creating layer conv4_12_1x1_reduce/relu
I1107 03:45:10.774036  1839 net.cpp:106] Creating Layer conv4_12_1x1_reduce/relu
I1107 03:45:10.774041  1839 net.cpp:454] conv4_12_1x1_reduce/relu <- conv4_12_1x1_reduce
I1107 03:45:10.774055  1839 net.cpp:397] conv4_12_1x1_reduce/relu -> conv4_12_1x1_reduce (in-place)
I1107 03:45:10.774066  1839 net.cpp:150] Setting up conv4_12_1x1_reduce/relu
I1107 03:45:10.774075  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.774078  1839 net.cpp:165] Memory required for data: 2638531904
I1107 03:45:10.774082  1839 layer_factory.hpp:77] Creating layer conv4_12_3x3
I1107 03:45:10.774096  1839 net.cpp:106] Creating Layer conv4_12_3x3
I1107 03:45:10.774107  1839 net.cpp:454] conv4_12_3x3 <- conv4_12_1x1_reduce
I1107 03:45:10.774116  1839 net.cpp:411] conv4_12_3x3 -> conv4_12_3x3
I1107 03:45:10.781003  1839 net.cpp:150] Setting up conv4_12_3x3
I1107 03:45:10.781031  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.781038  1839 net.cpp:165] Memory required for data: 2643250496
I1107 03:45:10.781045  1839 layer_factory.hpp:77] Creating layer conv4_12_3x3/bn
I1107 03:45:10.781059  1839 net.cpp:106] Creating Layer conv4_12_3x3/bn
I1107 03:45:10.781075  1839 net.cpp:454] conv4_12_3x3/bn <- conv4_12_3x3
I1107 03:45:10.781085  1839 net.cpp:397] conv4_12_3x3/bn -> conv4_12_3x3 (in-place)
I1107 03:45:10.781441  1839 net.cpp:150] Setting up conv4_12_3x3/bn
I1107 03:45:10.781461  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.781467  1839 net.cpp:165] Memory required for data: 2647969088
I1107 03:45:10.781479  1839 layer_factory.hpp:77] Creating layer conv4_12_3x3/relu
I1107 03:45:10.781494  1839 net.cpp:106] Creating Layer conv4_12_3x3/relu
I1107 03:45:10.781500  1839 net.cpp:454] conv4_12_3x3/relu <- conv4_12_3x3
I1107 03:45:10.781508  1839 net.cpp:397] conv4_12_3x3/relu -> conv4_12_3x3 (in-place)
I1107 03:45:10.781517  1839 net.cpp:150] Setting up conv4_12_3x3/relu
I1107 03:45:10.781524  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.781528  1839 net.cpp:165] Memory required for data: 2652687680
I1107 03:45:10.781534  1839 layer_factory.hpp:77] Creating layer conv4_12_1x1_increase
I1107 03:45:10.781551  1839 net.cpp:106] Creating Layer conv4_12_1x1_increase
I1107 03:45:10.781564  1839 net.cpp:454] conv4_12_1x1_increase <- conv4_12_3x3
I1107 03:45:10.781575  1839 net.cpp:411] conv4_12_1x1_increase -> conv4_12_1x1_increase
I1107 03:45:10.786659  1839 net.cpp:150] Setting up conv4_12_1x1_increase
I1107 03:45:10.786687  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.786694  1839 net.cpp:165] Memory required for data: 2671562048
I1107 03:45:10.786703  1839 layer_factory.hpp:77] Creating layer conv4_12_1x1_increase/bn
I1107 03:45:10.786716  1839 net.cpp:106] Creating Layer conv4_12_1x1_increase/bn
I1107 03:45:10.786723  1839 net.cpp:454] conv4_12_1x1_increase/bn <- conv4_12_1x1_increase
I1107 03:45:10.786743  1839 net.cpp:397] conv4_12_1x1_increase/bn -> conv4_12_1x1_increase (in-place)
I1107 03:45:10.787117  1839 net.cpp:150] Setting up conv4_12_1x1_increase/bn
I1107 03:45:10.787138  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.787143  1839 net.cpp:165] Memory required for data: 2690436416
I1107 03:45:10.787164  1839 layer_factory.hpp:77] Creating layer conv4_12
I1107 03:45:10.787184  1839 net.cpp:106] Creating Layer conv4_12
I1107 03:45:10.787199  1839 net.cpp:454] conv4_12 <- conv4_11_conv4_11/relu_0_split_1
I1107 03:45:10.787206  1839 net.cpp:454] conv4_12 <- conv4_12_1x1_increase
I1107 03:45:10.787221  1839 net.cpp:411] conv4_12 -> conv4_12
I1107 03:45:10.787273  1839 net.cpp:150] Setting up conv4_12
I1107 03:45:10.787292  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.787297  1839 net.cpp:165] Memory required for data: 2709310784
I1107 03:45:10.787310  1839 layer_factory.hpp:77] Creating layer conv4_12/relu
I1107 03:45:10.787318  1839 net.cpp:106] Creating Layer conv4_12/relu
I1107 03:45:10.787331  1839 net.cpp:454] conv4_12/relu <- conv4_12
I1107 03:45:10.787367  1839 net.cpp:397] conv4_12/relu -> conv4_12 (in-place)
I1107 03:45:10.787384  1839 net.cpp:150] Setting up conv4_12/relu
I1107 03:45:10.787400  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.787406  1839 net.cpp:165] Memory required for data: 2728185152
I1107 03:45:10.787418  1839 layer_factory.hpp:77] Creating layer conv4_12_conv4_12/relu_0_split
I1107 03:45:10.787427  1839 net.cpp:106] Creating Layer conv4_12_conv4_12/relu_0_split
I1107 03:45:10.787439  1839 net.cpp:454] conv4_12_conv4_12/relu_0_split <- conv4_12
I1107 03:45:10.787451  1839 net.cpp:411] conv4_12_conv4_12/relu_0_split -> conv4_12_conv4_12/relu_0_split_0
I1107 03:45:10.787469  1839 net.cpp:411] conv4_12_conv4_12/relu_0_split -> conv4_12_conv4_12/relu_0_split_1
I1107 03:45:10.787541  1839 net.cpp:150] Setting up conv4_12_conv4_12/relu_0_split
I1107 03:45:10.787564  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.787580  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.787585  1839 net.cpp:165] Memory required for data: 2765933888
I1107 03:45:10.787590  1839 layer_factory.hpp:77] Creating layer conv4_13_1x1_reduce
I1107 03:45:10.787607  1839 net.cpp:106] Creating Layer conv4_13_1x1_reduce
I1107 03:45:10.787621  1839 net.cpp:454] conv4_13_1x1_reduce <- conv4_12_conv4_12/relu_0_split_0
I1107 03:45:10.787631  1839 net.cpp:411] conv4_13_1x1_reduce -> conv4_13_1x1_reduce
I1107 03:45:10.792563  1839 net.cpp:150] Setting up conv4_13_1x1_reduce
I1107 03:45:10.792603  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.792613  1839 net.cpp:165] Memory required for data: 2770652480
I1107 03:45:10.792624  1839 layer_factory.hpp:77] Creating layer conv4_13_1x1_reduce/bn
I1107 03:45:10.792651  1839 net.cpp:106] Creating Layer conv4_13_1x1_reduce/bn
I1107 03:45:10.792670  1839 net.cpp:454] conv4_13_1x1_reduce/bn <- conv4_13_1x1_reduce
I1107 03:45:10.792692  1839 net.cpp:397] conv4_13_1x1_reduce/bn -> conv4_13_1x1_reduce (in-place)
I1107 03:45:10.793195  1839 net.cpp:150] Setting up conv4_13_1x1_reduce/bn
I1107 03:45:10.793215  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.793222  1839 net.cpp:165] Memory required for data: 2775371072
I1107 03:45:10.793236  1839 layer_factory.hpp:77] Creating layer conv4_13_1x1_reduce/relu
I1107 03:45:10.793256  1839 net.cpp:106] Creating Layer conv4_13_1x1_reduce/relu
I1107 03:45:10.793272  1839 net.cpp:454] conv4_13_1x1_reduce/relu <- conv4_13_1x1_reduce
I1107 03:45:10.793294  1839 net.cpp:397] conv4_13_1x1_reduce/relu -> conv4_13_1x1_reduce (in-place)
I1107 03:45:10.793316  1839 net.cpp:150] Setting up conv4_13_1x1_reduce/relu
I1107 03:45:10.793335  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.793350  1839 net.cpp:165] Memory required for data: 2780089664
I1107 03:45:10.793356  1839 layer_factory.hpp:77] Creating layer conv4_13_3x3
I1107 03:45:10.793745  1839 net.cpp:106] Creating Layer conv4_13_3x3
I1107 03:45:10.793754  1839 net.cpp:454] conv4_13_3x3 <- conv4_13_1x1_reduce
I1107 03:45:10.793769  1839 net.cpp:411] conv4_13_3x3 -> conv4_13_3x3
I1107 03:45:10.805040  1839 net.cpp:150] Setting up conv4_13_3x3
I1107 03:45:10.805080  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.805086  1839 net.cpp:165] Memory required for data: 2784808256
I1107 03:45:10.805097  1839 layer_factory.hpp:77] Creating layer conv4_13_3x3/bn
I1107 03:45:10.805397  1839 net.cpp:106] Creating Layer conv4_13_3x3/bn
I1107 03:45:10.805410  1839 net.cpp:454] conv4_13_3x3/bn <- conv4_13_3x3
I1107 03:45:10.805423  1839 net.cpp:397] conv4_13_3x3/bn -> conv4_13_3x3 (in-place)
I1107 03:45:10.805778  1839 net.cpp:150] Setting up conv4_13_3x3/bn
I1107 03:45:10.805788  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.805794  1839 net.cpp:165] Memory required for data: 2789526848
I1107 03:45:10.805805  1839 layer_factory.hpp:77] Creating layer conv4_13_3x3/relu
I1107 03:45:10.805816  1839 net.cpp:106] Creating Layer conv4_13_3x3/relu
I1107 03:45:10.805821  1839 net.cpp:454] conv4_13_3x3/relu <- conv4_13_3x3
I1107 03:45:10.805857  1839 net.cpp:397] conv4_13_3x3/relu -> conv4_13_3x3 (in-place)
I1107 03:45:10.805866  1839 net.cpp:150] Setting up conv4_13_3x3/relu
I1107 03:45:10.805873  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.805877  1839 net.cpp:165] Memory required for data: 2794245440
I1107 03:45:10.805882  1839 layer_factory.hpp:77] Creating layer conv4_13_1x1_increase
I1107 03:45:10.805894  1839 net.cpp:106] Creating Layer conv4_13_1x1_increase
I1107 03:45:10.805899  1839 net.cpp:454] conv4_13_1x1_increase <- conv4_13_3x3
I1107 03:45:10.805909  1839 net.cpp:411] conv4_13_1x1_increase -> conv4_13_1x1_increase
I1107 03:45:10.809979  1839 net.cpp:150] Setting up conv4_13_1x1_increase
I1107 03:45:10.809994  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.809998  1839 net.cpp:165] Memory required for data: 2813119808
I1107 03:45:10.810003  1839 layer_factory.hpp:77] Creating layer conv4_13_1x1_increase/bn
I1107 03:45:10.810012  1839 net.cpp:106] Creating Layer conv4_13_1x1_increase/bn
I1107 03:45:10.810016  1839 net.cpp:454] conv4_13_1x1_increase/bn <- conv4_13_1x1_increase
I1107 03:45:10.810024  1839 net.cpp:397] conv4_13_1x1_increase/bn -> conv4_13_1x1_increase (in-place)
I1107 03:45:10.810302  1839 net.cpp:150] Setting up conv4_13_1x1_increase/bn
I1107 03:45:10.810313  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.810318  1839 net.cpp:165] Memory required for data: 2831994176
I1107 03:45:10.810331  1839 layer_factory.hpp:77] Creating layer conv4_13
I1107 03:45:10.810341  1839 net.cpp:106] Creating Layer conv4_13
I1107 03:45:10.810346  1839 net.cpp:454] conv4_13 <- conv4_12_conv4_12/relu_0_split_1
I1107 03:45:10.810353  1839 net.cpp:454] conv4_13 <- conv4_13_1x1_increase
I1107 03:45:10.810364  1839 net.cpp:411] conv4_13 -> conv4_13
I1107 03:45:10.810401  1839 net.cpp:150] Setting up conv4_13
I1107 03:45:10.810410  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.810415  1839 net.cpp:165] Memory required for data: 2850868544
I1107 03:45:10.810420  1839 layer_factory.hpp:77] Creating layer conv4_13/relu
I1107 03:45:10.810426  1839 net.cpp:106] Creating Layer conv4_13/relu
I1107 03:45:10.810431  1839 net.cpp:454] conv4_13/relu <- conv4_13
I1107 03:45:10.810438  1839 net.cpp:397] conv4_13/relu -> conv4_13 (in-place)
I1107 03:45:10.810446  1839 net.cpp:150] Setting up conv4_13/relu
I1107 03:45:10.810451  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.810456  1839 net.cpp:165] Memory required for data: 2869742912
I1107 03:45:10.810461  1839 layer_factory.hpp:77] Creating layer conv4_13_conv4_13/relu_0_split
I1107 03:45:10.810473  1839 net.cpp:106] Creating Layer conv4_13_conv4_13/relu_0_split
I1107 03:45:10.810477  1839 net.cpp:454] conv4_13_conv4_13/relu_0_split <- conv4_13
I1107 03:45:10.810485  1839 net.cpp:411] conv4_13_conv4_13/relu_0_split -> conv4_13_conv4_13/relu_0_split_0
I1107 03:45:10.810495  1839 net.cpp:411] conv4_13_conv4_13/relu_0_split -> conv4_13_conv4_13/relu_0_split_1
I1107 03:45:10.811215  1839 net.cpp:150] Setting up conv4_13_conv4_13/relu_0_split
I1107 03:45:10.811230  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.811238  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.811242  1839 net.cpp:165] Memory required for data: 2907491648
I1107 03:45:10.811247  1839 layer_factory.hpp:77] Creating layer conv4_14_1x1_reduce
I1107 03:45:10.811262  1839 net.cpp:106] Creating Layer conv4_14_1x1_reduce
I1107 03:45:10.811269  1839 net.cpp:454] conv4_14_1x1_reduce <- conv4_13_conv4_13/relu_0_split_0
I1107 03:45:10.811278  1839 net.cpp:411] conv4_14_1x1_reduce -> conv4_14_1x1_reduce
I1107 03:45:10.816287  1839 net.cpp:150] Setting up conv4_14_1x1_reduce
I1107 03:45:10.816300  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.816303  1839 net.cpp:165] Memory required for data: 2912210240
I1107 03:45:10.816309  1839 layer_factory.hpp:77] Creating layer conv4_14_1x1_reduce/bn
I1107 03:45:10.816319  1839 net.cpp:106] Creating Layer conv4_14_1x1_reduce/bn
I1107 03:45:10.816335  1839 net.cpp:454] conv4_14_1x1_reduce/bn <- conv4_14_1x1_reduce
I1107 03:45:10.816342  1839 net.cpp:397] conv4_14_1x1_reduce/bn -> conv4_14_1x1_reduce (in-place)
I1107 03:45:10.816532  1839 net.cpp:150] Setting up conv4_14_1x1_reduce/bn
I1107 03:45:10.816542  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.816546  1839 net.cpp:165] Memory required for data: 2916928832
I1107 03:45:10.816558  1839 layer_factory.hpp:77] Creating layer conv4_14_1x1_reduce/relu
I1107 03:45:10.816571  1839 net.cpp:106] Creating Layer conv4_14_1x1_reduce/relu
I1107 03:45:10.816576  1839 net.cpp:454] conv4_14_1x1_reduce/relu <- conv4_14_1x1_reduce
I1107 03:45:10.816583  1839 net.cpp:397] conv4_14_1x1_reduce/relu -> conv4_14_1x1_reduce (in-place)
I1107 03:45:10.816592  1839 net.cpp:150] Setting up conv4_14_1x1_reduce/relu
I1107 03:45:10.816601  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.816604  1839 net.cpp:165] Memory required for data: 2921647424
I1107 03:45:10.816608  1839 layer_factory.hpp:77] Creating layer conv4_14_3x3
I1107 03:45:10.816620  1839 net.cpp:106] Creating Layer conv4_14_3x3
I1107 03:45:10.816627  1839 net.cpp:454] conv4_14_3x3 <- conv4_14_1x1_reduce
I1107 03:45:10.816637  1839 net.cpp:411] conv4_14_3x3 -> conv4_14_3x3
I1107 03:45:10.826510  1839 net.cpp:150] Setting up conv4_14_3x3
I1107 03:45:10.826529  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.826535  1839 net.cpp:165] Memory required for data: 2926366016
I1107 03:45:10.826545  1839 layer_factory.hpp:77] Creating layer conv4_14_3x3/bn
I1107 03:45:10.826555  1839 net.cpp:106] Creating Layer conv4_14_3x3/bn
I1107 03:45:10.826561  1839 net.cpp:454] conv4_14_3x3/bn <- conv4_14_3x3
I1107 03:45:10.826573  1839 net.cpp:397] conv4_14_3x3/bn -> conv4_14_3x3 (in-place)
I1107 03:45:10.826833  1839 net.cpp:150] Setting up conv4_14_3x3/bn
I1107 03:45:10.826843  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.826848  1839 net.cpp:165] Memory required for data: 2931084608
I1107 03:45:10.826860  1839 layer_factory.hpp:77] Creating layer conv4_14_3x3/relu
I1107 03:45:10.826869  1839 net.cpp:106] Creating Layer conv4_14_3x3/relu
I1107 03:45:10.826872  1839 net.cpp:454] conv4_14_3x3/relu <- conv4_14_3x3
I1107 03:45:10.826879  1839 net.cpp:397] conv4_14_3x3/relu -> conv4_14_3x3 (in-place)
I1107 03:45:10.826887  1839 net.cpp:150] Setting up conv4_14_3x3/relu
I1107 03:45:10.826894  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.826897  1839 net.cpp:165] Memory required for data: 2935803200
I1107 03:45:10.826901  1839 layer_factory.hpp:77] Creating layer conv4_14_1x1_increase
I1107 03:45:10.826915  1839 net.cpp:106] Creating Layer conv4_14_1x1_increase
I1107 03:45:10.826920  1839 net.cpp:454] conv4_14_1x1_increase <- conv4_14_3x3
I1107 03:45:10.826927  1839 net.cpp:411] conv4_14_1x1_increase -> conv4_14_1x1_increase
I1107 03:45:10.830272  1839 net.cpp:150] Setting up conv4_14_1x1_increase
I1107 03:45:10.830286  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.830288  1839 net.cpp:165] Memory required for data: 2954677568
I1107 03:45:10.830293  1839 layer_factory.hpp:77] Creating layer conv4_14_1x1_increase/bn
I1107 03:45:10.830303  1839 net.cpp:106] Creating Layer conv4_14_1x1_increase/bn
I1107 03:45:10.830307  1839 net.cpp:454] conv4_14_1x1_increase/bn <- conv4_14_1x1_increase
I1107 03:45:10.830312  1839 net.cpp:397] conv4_14_1x1_increase/bn -> conv4_14_1x1_increase (in-place)
I1107 03:45:10.830721  1839 net.cpp:150] Setting up conv4_14_1x1_increase/bn
I1107 03:45:10.830730  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.830734  1839 net.cpp:165] Memory required for data: 2973551936
I1107 03:45:10.830741  1839 layer_factory.hpp:77] Creating layer conv4_14
I1107 03:45:10.830749  1839 net.cpp:106] Creating Layer conv4_14
I1107 03:45:10.830751  1839 net.cpp:454] conv4_14 <- conv4_13_conv4_13/relu_0_split_1
I1107 03:45:10.830755  1839 net.cpp:454] conv4_14 <- conv4_14_1x1_increase
I1107 03:45:10.830760  1839 net.cpp:411] conv4_14 -> conv4_14
I1107 03:45:10.830799  1839 net.cpp:150] Setting up conv4_14
I1107 03:45:10.830804  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.830808  1839 net.cpp:165] Memory required for data: 2992426304
I1107 03:45:10.830811  1839 layer_factory.hpp:77] Creating layer conv4_14/relu
I1107 03:45:10.830818  1839 net.cpp:106] Creating Layer conv4_14/relu
I1107 03:45:10.830821  1839 net.cpp:454] conv4_14/relu <- conv4_14
I1107 03:45:10.830826  1839 net.cpp:397] conv4_14/relu -> conv4_14 (in-place)
I1107 03:45:10.830831  1839 net.cpp:150] Setting up conv4_14/relu
I1107 03:45:10.830837  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.830838  1839 net.cpp:165] Memory required for data: 3011300672
I1107 03:45:10.830842  1839 layer_factory.hpp:77] Creating layer conv4_14_conv4_14/relu_0_split
I1107 03:45:10.830847  1839 net.cpp:106] Creating Layer conv4_14_conv4_14/relu_0_split
I1107 03:45:10.830849  1839 net.cpp:454] conv4_14_conv4_14/relu_0_split <- conv4_14
I1107 03:45:10.830854  1839 net.cpp:411] conv4_14_conv4_14/relu_0_split -> conv4_14_conv4_14/relu_0_split_0
I1107 03:45:10.830860  1839 net.cpp:411] conv4_14_conv4_14/relu_0_split -> conv4_14_conv4_14/relu_0_split_1
I1107 03:45:10.830893  1839 net.cpp:150] Setting up conv4_14_conv4_14/relu_0_split
I1107 03:45:10.830898  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.830900  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.830904  1839 net.cpp:165] Memory required for data: 3049049408
I1107 03:45:10.830906  1839 layer_factory.hpp:77] Creating layer conv4_15_1x1_reduce
I1107 03:45:10.830915  1839 net.cpp:106] Creating Layer conv4_15_1x1_reduce
I1107 03:45:10.830919  1839 net.cpp:454] conv4_15_1x1_reduce <- conv4_14_conv4_14/relu_0_split_0
I1107 03:45:10.830925  1839 net.cpp:411] conv4_15_1x1_reduce -> conv4_15_1x1_reduce
I1107 03:45:10.834455  1839 net.cpp:150] Setting up conv4_15_1x1_reduce
I1107 03:45:10.834467  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.834470  1839 net.cpp:165] Memory required for data: 3053768000
I1107 03:45:10.834476  1839 layer_factory.hpp:77] Creating layer conv4_15_1x1_reduce/bn
I1107 03:45:10.834486  1839 net.cpp:106] Creating Layer conv4_15_1x1_reduce/bn
I1107 03:45:10.834489  1839 net.cpp:454] conv4_15_1x1_reduce/bn <- conv4_15_1x1_reduce
I1107 03:45:10.834494  1839 net.cpp:397] conv4_15_1x1_reduce/bn -> conv4_15_1x1_reduce (in-place)
I1107 03:45:10.834678  1839 net.cpp:150] Setting up conv4_15_1x1_reduce/bn
I1107 03:45:10.834684  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.834686  1839 net.cpp:165] Memory required for data: 3058486592
I1107 03:45:10.834693  1839 layer_factory.hpp:77] Creating layer conv4_15_1x1_reduce/relu
I1107 03:45:10.834699  1839 net.cpp:106] Creating Layer conv4_15_1x1_reduce/relu
I1107 03:45:10.834703  1839 net.cpp:454] conv4_15_1x1_reduce/relu <- conv4_15_1x1_reduce
I1107 03:45:10.834707  1839 net.cpp:397] conv4_15_1x1_reduce/relu -> conv4_15_1x1_reduce (in-place)
I1107 03:45:10.834712  1839 net.cpp:150] Setting up conv4_15_1x1_reduce/relu
I1107 03:45:10.834717  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.834718  1839 net.cpp:165] Memory required for data: 3063205184
I1107 03:45:10.834722  1839 layer_factory.hpp:77] Creating layer conv4_15_3x3
I1107 03:45:10.834730  1839 net.cpp:106] Creating Layer conv4_15_3x3
I1107 03:45:10.834734  1839 net.cpp:454] conv4_15_3x3 <- conv4_15_1x1_reduce
I1107 03:45:10.834739  1839 net.cpp:411] conv4_15_3x3 -> conv4_15_3x3
I1107 03:45:10.841954  1839 net.cpp:150] Setting up conv4_15_3x3
I1107 03:45:10.841970  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.841974  1839 net.cpp:165] Memory required for data: 3067923776
I1107 03:45:10.841979  1839 layer_factory.hpp:77] Creating layer conv4_15_3x3/bn
I1107 03:45:10.841989  1839 net.cpp:106] Creating Layer conv4_15_3x3/bn
I1107 03:45:10.841992  1839 net.cpp:454] conv4_15_3x3/bn <- conv4_15_3x3
I1107 03:45:10.842000  1839 net.cpp:397] conv4_15_3x3/bn -> conv4_15_3x3 (in-place)
I1107 03:45:10.842208  1839 net.cpp:150] Setting up conv4_15_3x3/bn
I1107 03:45:10.842214  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.842217  1839 net.cpp:165] Memory required for data: 3072642368
I1107 03:45:10.842226  1839 layer_factory.hpp:77] Creating layer conv4_15_3x3/relu
I1107 03:45:10.842231  1839 net.cpp:106] Creating Layer conv4_15_3x3/relu
I1107 03:45:10.842233  1839 net.cpp:454] conv4_15_3x3/relu <- conv4_15_3x3
I1107 03:45:10.842238  1839 net.cpp:397] conv4_15_3x3/relu -> conv4_15_3x3 (in-place)
I1107 03:45:10.842244  1839 net.cpp:150] Setting up conv4_15_3x3/relu
I1107 03:45:10.842247  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.842249  1839 net.cpp:165] Memory required for data: 3077360960
I1107 03:45:10.842252  1839 layer_factory.hpp:77] Creating layer conv4_15_1x1_increase
I1107 03:45:10.842322  1839 net.cpp:106] Creating Layer conv4_15_1x1_increase
I1107 03:45:10.842326  1839 net.cpp:454] conv4_15_1x1_increase <- conv4_15_3x3
I1107 03:45:10.842331  1839 net.cpp:411] conv4_15_1x1_increase -> conv4_15_1x1_increase
I1107 03:45:10.845510  1839 net.cpp:150] Setting up conv4_15_1x1_increase
I1107 03:45:10.845521  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.845525  1839 net.cpp:165] Memory required for data: 3096235328
I1107 03:45:10.845530  1839 layer_factory.hpp:77] Creating layer conv4_15_1x1_increase/bn
I1107 03:45:10.845541  1839 net.cpp:106] Creating Layer conv4_15_1x1_increase/bn
I1107 03:45:10.845546  1839 net.cpp:454] conv4_15_1x1_increase/bn <- conv4_15_1x1_increase
I1107 03:45:10.845551  1839 net.cpp:397] conv4_15_1x1_increase/bn -> conv4_15_1x1_increase (in-place)
I1107 03:45:10.845751  1839 net.cpp:150] Setting up conv4_15_1x1_increase/bn
I1107 03:45:10.845757  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.845759  1839 net.cpp:165] Memory required for data: 3115109696
I1107 03:45:10.845765  1839 layer_factory.hpp:77] Creating layer conv4_15
I1107 03:45:10.845772  1839 net.cpp:106] Creating Layer conv4_15
I1107 03:45:10.845775  1839 net.cpp:454] conv4_15 <- conv4_14_conv4_14/relu_0_split_1
I1107 03:45:10.845780  1839 net.cpp:454] conv4_15 <- conv4_15_1x1_increase
I1107 03:45:10.845784  1839 net.cpp:411] conv4_15 -> conv4_15
I1107 03:45:10.845809  1839 net.cpp:150] Setting up conv4_15
I1107 03:45:10.845814  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.845818  1839 net.cpp:165] Memory required for data: 3133984064
I1107 03:45:10.845820  1839 layer_factory.hpp:77] Creating layer conv4_15/relu
I1107 03:45:10.845824  1839 net.cpp:106] Creating Layer conv4_15/relu
I1107 03:45:10.845827  1839 net.cpp:454] conv4_15/relu <- conv4_15
I1107 03:45:10.845834  1839 net.cpp:397] conv4_15/relu -> conv4_15 (in-place)
I1107 03:45:10.845839  1839 net.cpp:150] Setting up conv4_15/relu
I1107 03:45:10.845842  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.845844  1839 net.cpp:165] Memory required for data: 3152858432
I1107 03:45:10.845847  1839 layer_factory.hpp:77] Creating layer conv4_15_conv4_15/relu_0_split
I1107 03:45:10.845854  1839 net.cpp:106] Creating Layer conv4_15_conv4_15/relu_0_split
I1107 03:45:10.845855  1839 net.cpp:454] conv4_15_conv4_15/relu_0_split <- conv4_15
I1107 03:45:10.845861  1839 net.cpp:411] conv4_15_conv4_15/relu_0_split -> conv4_15_conv4_15/relu_0_split_0
I1107 03:45:10.845868  1839 net.cpp:411] conv4_15_conv4_15/relu_0_split -> conv4_15_conv4_15/relu_0_split_1
I1107 03:45:10.845899  1839 net.cpp:150] Setting up conv4_15_conv4_15/relu_0_split
I1107 03:45:10.845904  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.845907  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.845911  1839 net.cpp:165] Memory required for data: 3190607168
I1107 03:45:10.845912  1839 layer_factory.hpp:77] Creating layer conv4_16_1x1_reduce
I1107 03:45:10.845923  1839 net.cpp:106] Creating Layer conv4_16_1x1_reduce
I1107 03:45:10.845927  1839 net.cpp:454] conv4_16_1x1_reduce <- conv4_15_conv4_15/relu_0_split_0
I1107 03:45:10.845932  1839 net.cpp:411] conv4_16_1x1_reduce -> conv4_16_1x1_reduce
I1107 03:45:10.849066  1839 net.cpp:150] Setting up conv4_16_1x1_reduce
I1107 03:45:10.849076  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.849079  1839 net.cpp:165] Memory required for data: 3195325760
I1107 03:45:10.849084  1839 layer_factory.hpp:77] Creating layer conv4_16_1x1_reduce/bn
I1107 03:45:10.849093  1839 net.cpp:106] Creating Layer conv4_16_1x1_reduce/bn
I1107 03:45:10.849097  1839 net.cpp:454] conv4_16_1x1_reduce/bn <- conv4_16_1x1_reduce
I1107 03:45:10.849102  1839 net.cpp:397] conv4_16_1x1_reduce/bn -> conv4_16_1x1_reduce (in-place)
I1107 03:45:10.849308  1839 net.cpp:150] Setting up conv4_16_1x1_reduce/bn
I1107 03:45:10.849316  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.849318  1839 net.cpp:165] Memory required for data: 3200044352
I1107 03:45:10.849325  1839 layer_factory.hpp:77] Creating layer conv4_16_1x1_reduce/relu
I1107 03:45:10.849331  1839 net.cpp:106] Creating Layer conv4_16_1x1_reduce/relu
I1107 03:45:10.849334  1839 net.cpp:454] conv4_16_1x1_reduce/relu <- conv4_16_1x1_reduce
I1107 03:45:10.849339  1839 net.cpp:397] conv4_16_1x1_reduce/relu -> conv4_16_1x1_reduce (in-place)
I1107 03:45:10.849344  1839 net.cpp:150] Setting up conv4_16_1x1_reduce/relu
I1107 03:45:10.849349  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.849350  1839 net.cpp:165] Memory required for data: 3204762944
I1107 03:45:10.849354  1839 layer_factory.hpp:77] Creating layer conv4_16_3x3
I1107 03:45:10.849362  1839 net.cpp:106] Creating Layer conv4_16_3x3
I1107 03:45:10.849365  1839 net.cpp:454] conv4_16_3x3 <- conv4_16_1x1_reduce
I1107 03:45:10.849371  1839 net.cpp:411] conv4_16_3x3 -> conv4_16_3x3
I1107 03:45:10.856142  1839 net.cpp:150] Setting up conv4_16_3x3
I1107 03:45:10.856153  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.856158  1839 net.cpp:165] Memory required for data: 3209481536
I1107 03:45:10.856163  1839 layer_factory.hpp:77] Creating layer conv4_16_3x3/bn
I1107 03:45:10.856169  1839 net.cpp:106] Creating Layer conv4_16_3x3/bn
I1107 03:45:10.856173  1839 net.cpp:454] conv4_16_3x3/bn <- conv4_16_3x3
I1107 03:45:10.856180  1839 net.cpp:397] conv4_16_3x3/bn -> conv4_16_3x3 (in-place)
I1107 03:45:10.856366  1839 net.cpp:150] Setting up conv4_16_3x3/bn
I1107 03:45:10.856372  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.856374  1839 net.cpp:165] Memory required for data: 3214200128
I1107 03:45:10.856382  1839 layer_factory.hpp:77] Creating layer conv4_16_3x3/relu
I1107 03:45:10.856389  1839 net.cpp:106] Creating Layer conv4_16_3x3/relu
I1107 03:45:10.856392  1839 net.cpp:454] conv4_16_3x3/relu <- conv4_16_3x3
I1107 03:45:10.856396  1839 net.cpp:397] conv4_16_3x3/relu -> conv4_16_3x3 (in-place)
I1107 03:45:10.856402  1839 net.cpp:150] Setting up conv4_16_3x3/relu
I1107 03:45:10.856405  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.856407  1839 net.cpp:165] Memory required for data: 3218918720
I1107 03:45:10.856410  1839 layer_factory.hpp:77] Creating layer conv4_16_1x1_increase
I1107 03:45:10.856417  1839 net.cpp:106] Creating Layer conv4_16_1x1_increase
I1107 03:45:10.856420  1839 net.cpp:454] conv4_16_1x1_increase <- conv4_16_3x3
I1107 03:45:10.856426  1839 net.cpp:411] conv4_16_1x1_increase -> conv4_16_1x1_increase
I1107 03:45:10.860311  1839 net.cpp:150] Setting up conv4_16_1x1_increase
I1107 03:45:10.860327  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.860332  1839 net.cpp:165] Memory required for data: 3237793088
I1107 03:45:10.860340  1839 layer_factory.hpp:77] Creating layer conv4_16_1x1_increase/bn
I1107 03:45:10.860352  1839 net.cpp:106] Creating Layer conv4_16_1x1_increase/bn
I1107 03:45:10.860357  1839 net.cpp:454] conv4_16_1x1_increase/bn <- conv4_16_1x1_increase
I1107 03:45:10.860368  1839 net.cpp:397] conv4_16_1x1_increase/bn -> conv4_16_1x1_increase (in-place)
I1107 03:45:10.860630  1839 net.cpp:150] Setting up conv4_16_1x1_increase/bn
I1107 03:45:10.860637  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.860652  1839 net.cpp:165] Memory required for data: 3256667456
I1107 03:45:10.860661  1839 layer_factory.hpp:77] Creating layer conv4_16
I1107 03:45:10.860666  1839 net.cpp:106] Creating Layer conv4_16
I1107 03:45:10.860671  1839 net.cpp:454] conv4_16 <- conv4_15_conv4_15/relu_0_split_1
I1107 03:45:10.860674  1839 net.cpp:454] conv4_16 <- conv4_16_1x1_increase
I1107 03:45:10.860679  1839 net.cpp:411] conv4_16 -> conv4_16
I1107 03:45:10.860705  1839 net.cpp:150] Setting up conv4_16
I1107 03:45:10.860711  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.860714  1839 net.cpp:165] Memory required for data: 3275541824
I1107 03:45:10.860716  1839 layer_factory.hpp:77] Creating layer conv4_16/relu
I1107 03:45:10.860721  1839 net.cpp:106] Creating Layer conv4_16/relu
I1107 03:45:10.860724  1839 net.cpp:454] conv4_16/relu <- conv4_16
I1107 03:45:10.860728  1839 net.cpp:397] conv4_16/relu -> conv4_16 (in-place)
I1107 03:45:10.860733  1839 net.cpp:150] Setting up conv4_16/relu
I1107 03:45:10.860736  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.860738  1839 net.cpp:165] Memory required for data: 3294416192
I1107 03:45:10.860743  1839 layer_factory.hpp:77] Creating layer conv4_16_conv4_16/relu_0_split
I1107 03:45:10.860746  1839 net.cpp:106] Creating Layer conv4_16_conv4_16/relu_0_split
I1107 03:45:10.860749  1839 net.cpp:454] conv4_16_conv4_16/relu_0_split <- conv4_16
I1107 03:45:10.860755  1839 net.cpp:411] conv4_16_conv4_16/relu_0_split -> conv4_16_conv4_16/relu_0_split_0
I1107 03:45:10.860761  1839 net.cpp:411] conv4_16_conv4_16/relu_0_split -> conv4_16_conv4_16/relu_0_split_1
I1107 03:45:10.860795  1839 net.cpp:150] Setting up conv4_16_conv4_16/relu_0_split
I1107 03:45:10.860798  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.860801  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.860805  1839 net.cpp:165] Memory required for data: 3332164928
I1107 03:45:10.860807  1839 layer_factory.hpp:77] Creating layer conv4_17_1x1_reduce
I1107 03:45:10.860816  1839 net.cpp:106] Creating Layer conv4_17_1x1_reduce
I1107 03:45:10.860819  1839 net.cpp:454] conv4_17_1x1_reduce <- conv4_16_conv4_16/relu_0_split_0
I1107 03:45:10.860826  1839 net.cpp:411] conv4_17_1x1_reduce -> conv4_17_1x1_reduce
I1107 03:45:10.864053  1839 net.cpp:150] Setting up conv4_17_1x1_reduce
I1107 03:45:10.864065  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.864068  1839 net.cpp:165] Memory required for data: 3336883520
I1107 03:45:10.864073  1839 layer_factory.hpp:77] Creating layer conv4_17_1x1_reduce/bn
I1107 03:45:10.864084  1839 net.cpp:106] Creating Layer conv4_17_1x1_reduce/bn
I1107 03:45:10.864090  1839 net.cpp:454] conv4_17_1x1_reduce/bn <- conv4_17_1x1_reduce
I1107 03:45:10.864096  1839 net.cpp:397] conv4_17_1x1_reduce/bn -> conv4_17_1x1_reduce (in-place)
I1107 03:45:10.864289  1839 net.cpp:150] Setting up conv4_17_1x1_reduce/bn
I1107 03:45:10.864295  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.864298  1839 net.cpp:165] Memory required for data: 3341602112
I1107 03:45:10.864305  1839 layer_factory.hpp:77] Creating layer conv4_17_1x1_reduce/relu
I1107 03:45:10.864311  1839 net.cpp:106] Creating Layer conv4_17_1x1_reduce/relu
I1107 03:45:10.864315  1839 net.cpp:454] conv4_17_1x1_reduce/relu <- conv4_17_1x1_reduce
I1107 03:45:10.864318  1839 net.cpp:397] conv4_17_1x1_reduce/relu -> conv4_17_1x1_reduce (in-place)
I1107 03:45:10.864323  1839 net.cpp:150] Setting up conv4_17_1x1_reduce/relu
I1107 03:45:10.864328  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.864331  1839 net.cpp:165] Memory required for data: 3346320704
I1107 03:45:10.864332  1839 layer_factory.hpp:77] Creating layer conv4_17_3x3
I1107 03:45:10.864341  1839 net.cpp:106] Creating Layer conv4_17_3x3
I1107 03:45:10.864346  1839 net.cpp:454] conv4_17_3x3 <- conv4_17_1x1_reduce
I1107 03:45:10.864351  1839 net.cpp:411] conv4_17_3x3 -> conv4_17_3x3
I1107 03:45:10.871237  1839 net.cpp:150] Setting up conv4_17_3x3
I1107 03:45:10.871250  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.871266  1839 net.cpp:165] Memory required for data: 3351039296
I1107 03:45:10.871273  1839 layer_factory.hpp:77] Creating layer conv4_17_3x3/bn
I1107 03:45:10.871282  1839 net.cpp:106] Creating Layer conv4_17_3x3/bn
I1107 03:45:10.871286  1839 net.cpp:454] conv4_17_3x3/bn <- conv4_17_3x3
I1107 03:45:10.871291  1839 net.cpp:397] conv4_17_3x3/bn -> conv4_17_3x3 (in-place)
I1107 03:45:10.871481  1839 net.cpp:150] Setting up conv4_17_3x3/bn
I1107 03:45:10.871487  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.871490  1839 net.cpp:165] Memory required for data: 3355757888
I1107 03:45:10.871497  1839 layer_factory.hpp:77] Creating layer conv4_17_3x3/relu
I1107 03:45:10.871505  1839 net.cpp:106] Creating Layer conv4_17_3x3/relu
I1107 03:45:10.871507  1839 net.cpp:454] conv4_17_3x3/relu <- conv4_17_3x3
I1107 03:45:10.871510  1839 net.cpp:397] conv4_17_3x3/relu -> conv4_17_3x3 (in-place)
I1107 03:45:10.871516  1839 net.cpp:150] Setting up conv4_17_3x3/relu
I1107 03:45:10.871520  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.871522  1839 net.cpp:165] Memory required for data: 3360476480
I1107 03:45:10.871525  1839 layer_factory.hpp:77] Creating layer conv4_17_1x1_increase
I1107 03:45:10.871532  1839 net.cpp:106] Creating Layer conv4_17_1x1_increase
I1107 03:45:10.871536  1839 net.cpp:454] conv4_17_1x1_increase <- conv4_17_3x3
I1107 03:45:10.871541  1839 net.cpp:411] conv4_17_1x1_increase -> conv4_17_1x1_increase
I1107 03:45:10.875653  1839 net.cpp:150] Setting up conv4_17_1x1_increase
I1107 03:45:10.875666  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.875669  1839 net.cpp:165] Memory required for data: 3379350848
I1107 03:45:10.875674  1839 layer_factory.hpp:77] Creating layer conv4_17_1x1_increase/bn
I1107 03:45:10.875681  1839 net.cpp:106] Creating Layer conv4_17_1x1_increase/bn
I1107 03:45:10.875686  1839 net.cpp:454] conv4_17_1x1_increase/bn <- conv4_17_1x1_increase
I1107 03:45:10.875694  1839 net.cpp:397] conv4_17_1x1_increase/bn -> conv4_17_1x1_increase (in-place)
I1107 03:45:10.875905  1839 net.cpp:150] Setting up conv4_17_1x1_increase/bn
I1107 03:45:10.875911  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.875915  1839 net.cpp:165] Memory required for data: 3398225216
I1107 03:45:10.875921  1839 layer_factory.hpp:77] Creating layer conv4_17
I1107 03:45:10.875926  1839 net.cpp:106] Creating Layer conv4_17
I1107 03:45:10.875931  1839 net.cpp:454] conv4_17 <- conv4_16_conv4_16/relu_0_split_1
I1107 03:45:10.875934  1839 net.cpp:454] conv4_17 <- conv4_17_1x1_increase
I1107 03:45:10.875941  1839 net.cpp:411] conv4_17 -> conv4_17
I1107 03:45:10.875964  1839 net.cpp:150] Setting up conv4_17
I1107 03:45:10.875968  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.875972  1839 net.cpp:165] Memory required for data: 3417099584
I1107 03:45:10.875974  1839 layer_factory.hpp:77] Creating layer conv4_17/relu
I1107 03:45:10.875978  1839 net.cpp:106] Creating Layer conv4_17/relu
I1107 03:45:10.875982  1839 net.cpp:454] conv4_17/relu <- conv4_17
I1107 03:45:10.875985  1839 net.cpp:397] conv4_17/relu -> conv4_17 (in-place)
I1107 03:45:10.875990  1839 net.cpp:150] Setting up conv4_17/relu
I1107 03:45:10.875993  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.875995  1839 net.cpp:165] Memory required for data: 3435973952
I1107 03:45:10.875998  1839 layer_factory.hpp:77] Creating layer conv4_17_conv4_17/relu_0_split
I1107 03:45:10.876008  1839 net.cpp:106] Creating Layer conv4_17_conv4_17/relu_0_split
I1107 03:45:10.876010  1839 net.cpp:454] conv4_17_conv4_17/relu_0_split <- conv4_17
I1107 03:45:10.876014  1839 net.cpp:411] conv4_17_conv4_17/relu_0_split -> conv4_17_conv4_17/relu_0_split_0
I1107 03:45:10.876022  1839 net.cpp:411] conv4_17_conv4_17/relu_0_split -> conv4_17_conv4_17/relu_0_split_1
I1107 03:45:10.876054  1839 net.cpp:150] Setting up conv4_17_conv4_17/relu_0_split
I1107 03:45:10.876057  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.876061  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.876075  1839 net.cpp:165] Memory required for data: 3473722688
I1107 03:45:10.876078  1839 layer_factory.hpp:77] Creating layer conv4_18_1x1_reduce
I1107 03:45:10.876088  1839 net.cpp:106] Creating Layer conv4_18_1x1_reduce
I1107 03:45:10.876091  1839 net.cpp:454] conv4_18_1x1_reduce <- conv4_17_conv4_17/relu_0_split_0
I1107 03:45:10.876102  1839 net.cpp:411] conv4_18_1x1_reduce -> conv4_18_1x1_reduce
I1107 03:45:10.879335  1839 net.cpp:150] Setting up conv4_18_1x1_reduce
I1107 03:45:10.879348  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.879350  1839 net.cpp:165] Memory required for data: 3478441280
I1107 03:45:10.879355  1839 layer_factory.hpp:77] Creating layer conv4_18_1x1_reduce/bn
I1107 03:45:10.879364  1839 net.cpp:106] Creating Layer conv4_18_1x1_reduce/bn
I1107 03:45:10.879366  1839 net.cpp:454] conv4_18_1x1_reduce/bn <- conv4_18_1x1_reduce
I1107 03:45:10.879374  1839 net.cpp:397] conv4_18_1x1_reduce/bn -> conv4_18_1x1_reduce (in-place)
I1107 03:45:10.879567  1839 net.cpp:150] Setting up conv4_18_1x1_reduce/bn
I1107 03:45:10.879573  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.879575  1839 net.cpp:165] Memory required for data: 3483159872
I1107 03:45:10.879582  1839 layer_factory.hpp:77] Creating layer conv4_18_1x1_reduce/relu
I1107 03:45:10.879588  1839 net.cpp:106] Creating Layer conv4_18_1x1_reduce/relu
I1107 03:45:10.879591  1839 net.cpp:454] conv4_18_1x1_reduce/relu <- conv4_18_1x1_reduce
I1107 03:45:10.879596  1839 net.cpp:397] conv4_18_1x1_reduce/relu -> conv4_18_1x1_reduce (in-place)
I1107 03:45:10.879602  1839 net.cpp:150] Setting up conv4_18_1x1_reduce/relu
I1107 03:45:10.879606  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.879608  1839 net.cpp:165] Memory required for data: 3487878464
I1107 03:45:10.879611  1839 layer_factory.hpp:77] Creating layer conv4_18_3x3
I1107 03:45:10.879618  1839 net.cpp:106] Creating Layer conv4_18_3x3
I1107 03:45:10.879621  1839 net.cpp:454] conv4_18_3x3 <- conv4_18_1x1_reduce
I1107 03:45:10.879626  1839 net.cpp:411] conv4_18_3x3 -> conv4_18_3x3
I1107 03:45:10.886528  1839 net.cpp:150] Setting up conv4_18_3x3
I1107 03:45:10.886539  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.886543  1839 net.cpp:165] Memory required for data: 3492597056
I1107 03:45:10.886548  1839 layer_factory.hpp:77] Creating layer conv4_18_3x3/bn
I1107 03:45:10.886557  1839 net.cpp:106] Creating Layer conv4_18_3x3/bn
I1107 03:45:10.886561  1839 net.cpp:454] conv4_18_3x3/bn <- conv4_18_3x3
I1107 03:45:10.886567  1839 net.cpp:397] conv4_18_3x3/bn -> conv4_18_3x3 (in-place)
I1107 03:45:10.886759  1839 net.cpp:150] Setting up conv4_18_3x3/bn
I1107 03:45:10.886764  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.886766  1839 net.cpp:165] Memory required for data: 3497315648
I1107 03:45:10.886773  1839 layer_factory.hpp:77] Creating layer conv4_18_3x3/relu
I1107 03:45:10.886778  1839 net.cpp:106] Creating Layer conv4_18_3x3/relu
I1107 03:45:10.886781  1839 net.cpp:454] conv4_18_3x3/relu <- conv4_18_3x3
I1107 03:45:10.886785  1839 net.cpp:397] conv4_18_3x3/relu -> conv4_18_3x3 (in-place)
I1107 03:45:10.886791  1839 net.cpp:150] Setting up conv4_18_3x3/relu
I1107 03:45:10.886795  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.886797  1839 net.cpp:165] Memory required for data: 3502034240
I1107 03:45:10.886800  1839 layer_factory.hpp:77] Creating layer conv4_18_1x1_increase
I1107 03:45:10.886809  1839 net.cpp:106] Creating Layer conv4_18_1x1_increase
I1107 03:45:10.886812  1839 net.cpp:454] conv4_18_1x1_increase <- conv4_18_3x3
I1107 03:45:10.886817  1839 net.cpp:411] conv4_18_1x1_increase -> conv4_18_1x1_increase
I1107 03:45:10.890046  1839 net.cpp:150] Setting up conv4_18_1x1_increase
I1107 03:45:10.890058  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.890061  1839 net.cpp:165] Memory required for data: 3520908608
I1107 03:45:10.890066  1839 layer_factory.hpp:77] Creating layer conv4_18_1x1_increase/bn
I1107 03:45:10.890086  1839 net.cpp:106] Creating Layer conv4_18_1x1_increase/bn
I1107 03:45:10.890091  1839 net.cpp:454] conv4_18_1x1_increase/bn <- conv4_18_1x1_increase
I1107 03:45:10.890099  1839 net.cpp:397] conv4_18_1x1_increase/bn -> conv4_18_1x1_increase (in-place)
I1107 03:45:10.890313  1839 net.cpp:150] Setting up conv4_18_1x1_increase/bn
I1107 03:45:10.890318  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.890322  1839 net.cpp:165] Memory required for data: 3539782976
I1107 03:45:10.890329  1839 layer_factory.hpp:77] Creating layer conv4_18
I1107 03:45:10.890336  1839 net.cpp:106] Creating Layer conv4_18
I1107 03:45:10.890341  1839 net.cpp:454] conv4_18 <- conv4_17_conv4_17/relu_0_split_1
I1107 03:45:10.890344  1839 net.cpp:454] conv4_18 <- conv4_18_1x1_increase
I1107 03:45:10.890349  1839 net.cpp:411] conv4_18 -> conv4_18
I1107 03:45:10.890372  1839 net.cpp:150] Setting up conv4_18
I1107 03:45:10.890375  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.890378  1839 net.cpp:165] Memory required for data: 3558657344
I1107 03:45:10.890381  1839 layer_factory.hpp:77] Creating layer conv4_18/relu
I1107 03:45:10.890386  1839 net.cpp:106] Creating Layer conv4_18/relu
I1107 03:45:10.890389  1839 net.cpp:454] conv4_18/relu <- conv4_18
I1107 03:45:10.890398  1839 net.cpp:397] conv4_18/relu -> conv4_18 (in-place)
I1107 03:45:10.890403  1839 net.cpp:150] Setting up conv4_18/relu
I1107 03:45:10.890405  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.890408  1839 net.cpp:165] Memory required for data: 3577531712
I1107 03:45:10.890411  1839 layer_factory.hpp:77] Creating layer conv4_18_conv4_18/relu_0_split
I1107 03:45:10.890416  1839 net.cpp:106] Creating Layer conv4_18_conv4_18/relu_0_split
I1107 03:45:10.890419  1839 net.cpp:454] conv4_18_conv4_18/relu_0_split <- conv4_18
I1107 03:45:10.890424  1839 net.cpp:411] conv4_18_conv4_18/relu_0_split -> conv4_18_conv4_18/relu_0_split_0
I1107 03:45:10.890430  1839 net.cpp:411] conv4_18_conv4_18/relu_0_split -> conv4_18_conv4_18/relu_0_split_1
I1107 03:45:10.890461  1839 net.cpp:150] Setting up conv4_18_conv4_18/relu_0_split
I1107 03:45:10.890467  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.890471  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.890475  1839 net.cpp:165] Memory required for data: 3615280448
I1107 03:45:10.890476  1839 layer_factory.hpp:77] Creating layer conv4_19_1x1_reduce
I1107 03:45:10.890485  1839 net.cpp:106] Creating Layer conv4_19_1x1_reduce
I1107 03:45:10.890487  1839 net.cpp:454] conv4_19_1x1_reduce <- conv4_18_conv4_18/relu_0_split_0
I1107 03:45:10.890494  1839 net.cpp:411] conv4_19_1x1_reduce -> conv4_19_1x1_reduce
I1107 03:45:10.893707  1839 net.cpp:150] Setting up conv4_19_1x1_reduce
I1107 03:45:10.893718  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.893720  1839 net.cpp:165] Memory required for data: 3619999040
I1107 03:45:10.893726  1839 layer_factory.hpp:77] Creating layer conv4_19_1x1_reduce/bn
I1107 03:45:10.893734  1839 net.cpp:106] Creating Layer conv4_19_1x1_reduce/bn
I1107 03:45:10.893738  1839 net.cpp:454] conv4_19_1x1_reduce/bn <- conv4_19_1x1_reduce
I1107 03:45:10.893744  1839 net.cpp:397] conv4_19_1x1_reduce/bn -> conv4_19_1x1_reduce (in-place)
I1107 03:45:10.893935  1839 net.cpp:150] Setting up conv4_19_1x1_reduce/bn
I1107 03:45:10.893941  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.893944  1839 net.cpp:165] Memory required for data: 3624717632
I1107 03:45:10.893950  1839 layer_factory.hpp:77] Creating layer conv4_19_1x1_reduce/relu
I1107 03:45:10.893956  1839 net.cpp:106] Creating Layer conv4_19_1x1_reduce/relu
I1107 03:45:10.893959  1839 net.cpp:454] conv4_19_1x1_reduce/relu <- conv4_19_1x1_reduce
I1107 03:45:10.893965  1839 net.cpp:397] conv4_19_1x1_reduce/relu -> conv4_19_1x1_reduce (in-place)
I1107 03:45:10.893970  1839 net.cpp:150] Setting up conv4_19_1x1_reduce/relu
I1107 03:45:10.893973  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.893976  1839 net.cpp:165] Memory required for data: 3629436224
I1107 03:45:10.893990  1839 layer_factory.hpp:77] Creating layer conv4_19_3x3
I1107 03:45:10.893997  1839 net.cpp:106] Creating Layer conv4_19_3x3
I1107 03:45:10.894001  1839 net.cpp:454] conv4_19_3x3 <- conv4_19_1x1_reduce
I1107 03:45:10.894006  1839 net.cpp:411] conv4_19_3x3 -> conv4_19_3x3
I1107 03:45:10.902127  1839 net.cpp:150] Setting up conv4_19_3x3
I1107 03:45:10.902143  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.902148  1839 net.cpp:165] Memory required for data: 3634154816
I1107 03:45:10.902153  1839 layer_factory.hpp:77] Creating layer conv4_19_3x3/bn
I1107 03:45:10.902165  1839 net.cpp:106] Creating Layer conv4_19_3x3/bn
I1107 03:45:10.902169  1839 net.cpp:454] conv4_19_3x3/bn <- conv4_19_3x3
I1107 03:45:10.902176  1839 net.cpp:397] conv4_19_3x3/bn -> conv4_19_3x3 (in-place)
I1107 03:45:10.902379  1839 net.cpp:150] Setting up conv4_19_3x3/bn
I1107 03:45:10.902385  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.902387  1839 net.cpp:165] Memory required for data: 3638873408
I1107 03:45:10.902395  1839 layer_factory.hpp:77] Creating layer conv4_19_3x3/relu
I1107 03:45:10.902401  1839 net.cpp:106] Creating Layer conv4_19_3x3/relu
I1107 03:45:10.902405  1839 net.cpp:454] conv4_19_3x3/relu <- conv4_19_3x3
I1107 03:45:10.902408  1839 net.cpp:397] conv4_19_3x3/relu -> conv4_19_3x3 (in-place)
I1107 03:45:10.902413  1839 net.cpp:150] Setting up conv4_19_3x3/relu
I1107 03:45:10.902417  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.902420  1839 net.cpp:165] Memory required for data: 3643592000
I1107 03:45:10.902421  1839 layer_factory.hpp:77] Creating layer conv4_19_1x1_increase
I1107 03:45:10.902432  1839 net.cpp:106] Creating Layer conv4_19_1x1_increase
I1107 03:45:10.902436  1839 net.cpp:454] conv4_19_1x1_increase <- conv4_19_3x3
I1107 03:45:10.902441  1839 net.cpp:411] conv4_19_1x1_increase -> conv4_19_1x1_increase
I1107 03:45:10.905771  1839 net.cpp:150] Setting up conv4_19_1x1_increase
I1107 03:45:10.905784  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.905786  1839 net.cpp:165] Memory required for data: 3662466368
I1107 03:45:10.905791  1839 layer_factory.hpp:77] Creating layer conv4_19_1x1_increase/bn
I1107 03:45:10.905802  1839 net.cpp:106] Creating Layer conv4_19_1x1_increase/bn
I1107 03:45:10.905805  1839 net.cpp:454] conv4_19_1x1_increase/bn <- conv4_19_1x1_increase
I1107 03:45:10.905812  1839 net.cpp:397] conv4_19_1x1_increase/bn -> conv4_19_1x1_increase (in-place)
I1107 03:45:10.906024  1839 net.cpp:150] Setting up conv4_19_1x1_increase/bn
I1107 03:45:10.906030  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.906033  1839 net.cpp:165] Memory required for data: 3681340736
I1107 03:45:10.906040  1839 layer_factory.hpp:77] Creating layer conv4_19
I1107 03:45:10.906049  1839 net.cpp:106] Creating Layer conv4_19
I1107 03:45:10.906054  1839 net.cpp:454] conv4_19 <- conv4_18_conv4_18/relu_0_split_1
I1107 03:45:10.906057  1839 net.cpp:454] conv4_19 <- conv4_19_1x1_increase
I1107 03:45:10.906062  1839 net.cpp:411] conv4_19 -> conv4_19
I1107 03:45:10.906085  1839 net.cpp:150] Setting up conv4_19
I1107 03:45:10.906090  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.906092  1839 net.cpp:165] Memory required for data: 3700215104
I1107 03:45:10.906095  1839 layer_factory.hpp:77] Creating layer conv4_19/relu
I1107 03:45:10.906100  1839 net.cpp:106] Creating Layer conv4_19/relu
I1107 03:45:10.906102  1839 net.cpp:454] conv4_19/relu <- conv4_19
I1107 03:45:10.906108  1839 net.cpp:397] conv4_19/relu -> conv4_19 (in-place)
I1107 03:45:10.906113  1839 net.cpp:150] Setting up conv4_19/relu
I1107 03:45:10.906116  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.906119  1839 net.cpp:165] Memory required for data: 3719089472
I1107 03:45:10.906122  1839 layer_factory.hpp:77] Creating layer conv4_19_conv4_19/relu_0_split
I1107 03:45:10.906127  1839 net.cpp:106] Creating Layer conv4_19_conv4_19/relu_0_split
I1107 03:45:10.906131  1839 net.cpp:454] conv4_19_conv4_19/relu_0_split <- conv4_19
I1107 03:45:10.906152  1839 net.cpp:411] conv4_19_conv4_19/relu_0_split -> conv4_19_conv4_19/relu_0_split_0
I1107 03:45:10.906159  1839 net.cpp:411] conv4_19_conv4_19/relu_0_split -> conv4_19_conv4_19/relu_0_split_1
I1107 03:45:10.906193  1839 net.cpp:150] Setting up conv4_19_conv4_19/relu_0_split
I1107 03:45:10.906198  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.906203  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.906205  1839 net.cpp:165] Memory required for data: 3756838208
I1107 03:45:10.906208  1839 layer_factory.hpp:77] Creating layer conv4_20_1x1_reduce
I1107 03:45:10.906216  1839 net.cpp:106] Creating Layer conv4_20_1x1_reduce
I1107 03:45:10.906220  1839 net.cpp:454] conv4_20_1x1_reduce <- conv4_19_conv4_19/relu_0_split_0
I1107 03:45:10.906229  1839 net.cpp:411] conv4_20_1x1_reduce -> conv4_20_1x1_reduce
I1107 03:45:10.909454  1839 net.cpp:150] Setting up conv4_20_1x1_reduce
I1107 03:45:10.909466  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.909468  1839 net.cpp:165] Memory required for data: 3761556800
I1107 03:45:10.909473  1839 layer_factory.hpp:77] Creating layer conv4_20_1x1_reduce/bn
I1107 03:45:10.909482  1839 net.cpp:106] Creating Layer conv4_20_1x1_reduce/bn
I1107 03:45:10.909487  1839 net.cpp:454] conv4_20_1x1_reduce/bn <- conv4_20_1x1_reduce
I1107 03:45:10.909492  1839 net.cpp:397] conv4_20_1x1_reduce/bn -> conv4_20_1x1_reduce (in-place)
I1107 03:45:10.909684  1839 net.cpp:150] Setting up conv4_20_1x1_reduce/bn
I1107 03:45:10.909690  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.909693  1839 net.cpp:165] Memory required for data: 3766275392
I1107 03:45:10.909699  1839 layer_factory.hpp:77] Creating layer conv4_20_1x1_reduce/relu
I1107 03:45:10.909706  1839 net.cpp:106] Creating Layer conv4_20_1x1_reduce/relu
I1107 03:45:10.909709  1839 net.cpp:454] conv4_20_1x1_reduce/relu <- conv4_20_1x1_reduce
I1107 03:45:10.909713  1839 net.cpp:397] conv4_20_1x1_reduce/relu -> conv4_20_1x1_reduce (in-place)
I1107 03:45:10.909718  1839 net.cpp:150] Setting up conv4_20_1x1_reduce/relu
I1107 03:45:10.909723  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.909725  1839 net.cpp:165] Memory required for data: 3770993984
I1107 03:45:10.909728  1839 layer_factory.hpp:77] Creating layer conv4_20_3x3
I1107 03:45:10.909734  1839 net.cpp:106] Creating Layer conv4_20_3x3
I1107 03:45:10.909737  1839 net.cpp:454] conv4_20_3x3 <- conv4_20_1x1_reduce
I1107 03:45:10.909747  1839 net.cpp:411] conv4_20_3x3 -> conv4_20_3x3
I1107 03:45:10.916602  1839 net.cpp:150] Setting up conv4_20_3x3
I1107 03:45:10.916615  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.916617  1839 net.cpp:165] Memory required for data: 3775712576
I1107 03:45:10.916622  1839 layer_factory.hpp:77] Creating layer conv4_20_3x3/bn
I1107 03:45:10.916630  1839 net.cpp:106] Creating Layer conv4_20_3x3/bn
I1107 03:45:10.916633  1839 net.cpp:454] conv4_20_3x3/bn <- conv4_20_3x3
I1107 03:45:10.916640  1839 net.cpp:397] conv4_20_3x3/bn -> conv4_20_3x3 (in-place)
I1107 03:45:10.916831  1839 net.cpp:150] Setting up conv4_20_3x3/bn
I1107 03:45:10.916836  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.916838  1839 net.cpp:165] Memory required for data: 3780431168
I1107 03:45:10.916846  1839 layer_factory.hpp:77] Creating layer conv4_20_3x3/relu
I1107 03:45:10.916851  1839 net.cpp:106] Creating Layer conv4_20_3x3/relu
I1107 03:45:10.916854  1839 net.cpp:454] conv4_20_3x3/relu <- conv4_20_3x3
I1107 03:45:10.916858  1839 net.cpp:397] conv4_20_3x3/relu -> conv4_20_3x3 (in-place)
I1107 03:45:10.916863  1839 net.cpp:150] Setting up conv4_20_3x3/relu
I1107 03:45:10.916867  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.916869  1839 net.cpp:165] Memory required for data: 3785149760
I1107 03:45:10.916872  1839 layer_factory.hpp:77] Creating layer conv4_20_1x1_increase
I1107 03:45:10.916882  1839 net.cpp:106] Creating Layer conv4_20_1x1_increase
I1107 03:45:10.916884  1839 net.cpp:454] conv4_20_1x1_increase <- conv4_20_3x3
I1107 03:45:10.916903  1839 net.cpp:411] conv4_20_1x1_increase -> conv4_20_1x1_increase
I1107 03:45:10.920116  1839 net.cpp:150] Setting up conv4_20_1x1_increase
I1107 03:45:10.920128  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.920131  1839 net.cpp:165] Memory required for data: 3804024128
I1107 03:45:10.920136  1839 layer_factory.hpp:77] Creating layer conv4_20_1x1_increase/bn
I1107 03:45:10.920145  1839 net.cpp:106] Creating Layer conv4_20_1x1_increase/bn
I1107 03:45:10.920150  1839 net.cpp:454] conv4_20_1x1_increase/bn <- conv4_20_1x1_increase
I1107 03:45:10.920156  1839 net.cpp:397] conv4_20_1x1_increase/bn -> conv4_20_1x1_increase (in-place)
I1107 03:45:10.920367  1839 net.cpp:150] Setting up conv4_20_1x1_increase/bn
I1107 03:45:10.920373  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.920377  1839 net.cpp:165] Memory required for data: 3822898496
I1107 03:45:10.920384  1839 layer_factory.hpp:77] Creating layer conv4_20
I1107 03:45:10.920389  1839 net.cpp:106] Creating Layer conv4_20
I1107 03:45:10.920392  1839 net.cpp:454] conv4_20 <- conv4_19_conv4_19/relu_0_split_1
I1107 03:45:10.920397  1839 net.cpp:454] conv4_20 <- conv4_20_1x1_increase
I1107 03:45:10.920402  1839 net.cpp:411] conv4_20 -> conv4_20
I1107 03:45:10.920423  1839 net.cpp:150] Setting up conv4_20
I1107 03:45:10.920428  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.920430  1839 net.cpp:165] Memory required for data: 3841772864
I1107 03:45:10.920433  1839 layer_factory.hpp:77] Creating layer conv4_20/relu
I1107 03:45:10.920440  1839 net.cpp:106] Creating Layer conv4_20/relu
I1107 03:45:10.920444  1839 net.cpp:454] conv4_20/relu <- conv4_20
I1107 03:45:10.920447  1839 net.cpp:397] conv4_20/relu -> conv4_20 (in-place)
I1107 03:45:10.920452  1839 net.cpp:150] Setting up conv4_20/relu
I1107 03:45:10.920455  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.920459  1839 net.cpp:165] Memory required for data: 3860647232
I1107 03:45:10.920460  1839 layer_factory.hpp:77] Creating layer conv4_20_conv4_20/relu_0_split
I1107 03:45:10.920467  1839 net.cpp:106] Creating Layer conv4_20_conv4_20/relu_0_split
I1107 03:45:10.920470  1839 net.cpp:454] conv4_20_conv4_20/relu_0_split <- conv4_20
I1107 03:45:10.920475  1839 net.cpp:411] conv4_20_conv4_20/relu_0_split -> conv4_20_conv4_20/relu_0_split_0
I1107 03:45:10.920480  1839 net.cpp:411] conv4_20_conv4_20/relu_0_split -> conv4_20_conv4_20/relu_0_split_1
I1107 03:45:10.920514  1839 net.cpp:150] Setting up conv4_20_conv4_20/relu_0_split
I1107 03:45:10.920518  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.920522  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.920524  1839 net.cpp:165] Memory required for data: 3898395968
I1107 03:45:10.920527  1839 layer_factory.hpp:77] Creating layer conv4_21_1x1_reduce
I1107 03:45:10.920536  1839 net.cpp:106] Creating Layer conv4_21_1x1_reduce
I1107 03:45:10.920539  1839 net.cpp:454] conv4_21_1x1_reduce <- conv4_20_conv4_20/relu_0_split_0
I1107 03:45:10.920545  1839 net.cpp:411] conv4_21_1x1_reduce -> conv4_21_1x1_reduce
I1107 03:45:10.923755  1839 net.cpp:150] Setting up conv4_21_1x1_reduce
I1107 03:45:10.923766  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.923769  1839 net.cpp:165] Memory required for data: 3903114560
I1107 03:45:10.923774  1839 layer_factory.hpp:77] Creating layer conv4_21_1x1_reduce/bn
I1107 03:45:10.923784  1839 net.cpp:106] Creating Layer conv4_21_1x1_reduce/bn
I1107 03:45:10.923789  1839 net.cpp:454] conv4_21_1x1_reduce/bn <- conv4_21_1x1_reduce
I1107 03:45:10.923794  1839 net.cpp:397] conv4_21_1x1_reduce/bn -> conv4_21_1x1_reduce (in-place)
I1107 03:45:10.923990  1839 net.cpp:150] Setting up conv4_21_1x1_reduce/bn
I1107 03:45:10.923995  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.923998  1839 net.cpp:165] Memory required for data: 3907833152
I1107 03:45:10.924005  1839 layer_factory.hpp:77] Creating layer conv4_21_1x1_reduce/relu
I1107 03:45:10.924010  1839 net.cpp:106] Creating Layer conv4_21_1x1_reduce/relu
I1107 03:45:10.924024  1839 net.cpp:454] conv4_21_1x1_reduce/relu <- conv4_21_1x1_reduce
I1107 03:45:10.924029  1839 net.cpp:397] conv4_21_1x1_reduce/relu -> conv4_21_1x1_reduce (in-place)
I1107 03:45:10.924034  1839 net.cpp:150] Setting up conv4_21_1x1_reduce/relu
I1107 03:45:10.924038  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.924041  1839 net.cpp:165] Memory required for data: 3912551744
I1107 03:45:10.924044  1839 layer_factory.hpp:77] Creating layer conv4_21_3x3
I1107 03:45:10.924052  1839 net.cpp:106] Creating Layer conv4_21_3x3
I1107 03:45:10.924053  1839 net.cpp:454] conv4_21_3x3 <- conv4_21_1x1_reduce
I1107 03:45:10.924062  1839 net.cpp:411] conv4_21_3x3 -> conv4_21_3x3
I1107 03:45:10.930927  1839 net.cpp:150] Setting up conv4_21_3x3
I1107 03:45:10.930939  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.930943  1839 net.cpp:165] Memory required for data: 3917270336
I1107 03:45:10.930948  1839 layer_factory.hpp:77] Creating layer conv4_21_3x3/bn
I1107 03:45:10.930955  1839 net.cpp:106] Creating Layer conv4_21_3x3/bn
I1107 03:45:10.930959  1839 net.cpp:454] conv4_21_3x3/bn <- conv4_21_3x3
I1107 03:45:10.930965  1839 net.cpp:397] conv4_21_3x3/bn -> conv4_21_3x3 (in-place)
I1107 03:45:10.931161  1839 net.cpp:150] Setting up conv4_21_3x3/bn
I1107 03:45:10.931167  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.931169  1839 net.cpp:165] Memory required for data: 3921988928
I1107 03:45:10.931176  1839 layer_factory.hpp:77] Creating layer conv4_21_3x3/relu
I1107 03:45:10.931181  1839 net.cpp:106] Creating Layer conv4_21_3x3/relu
I1107 03:45:10.931185  1839 net.cpp:454] conv4_21_3x3/relu <- conv4_21_3x3
I1107 03:45:10.931190  1839 net.cpp:397] conv4_21_3x3/relu -> conv4_21_3x3 (in-place)
I1107 03:45:10.931195  1839 net.cpp:150] Setting up conv4_21_3x3/relu
I1107 03:45:10.931200  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.931201  1839 net.cpp:165] Memory required for data: 3926707520
I1107 03:45:10.931205  1839 layer_factory.hpp:77] Creating layer conv4_21_1x1_increase
I1107 03:45:10.931211  1839 net.cpp:106] Creating Layer conv4_21_1x1_increase
I1107 03:45:10.931215  1839 net.cpp:454] conv4_21_1x1_increase <- conv4_21_3x3
I1107 03:45:10.931218  1839 net.cpp:411] conv4_21_1x1_increase -> conv4_21_1x1_increase
I1107 03:45:10.934442  1839 net.cpp:150] Setting up conv4_21_1x1_increase
I1107 03:45:10.934453  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.934458  1839 net.cpp:165] Memory required for data: 3945581888
I1107 03:45:10.934461  1839 layer_factory.hpp:77] Creating layer conv4_21_1x1_increase/bn
I1107 03:45:10.934470  1839 net.cpp:106] Creating Layer conv4_21_1x1_increase/bn
I1107 03:45:10.934474  1839 net.cpp:454] conv4_21_1x1_increase/bn <- conv4_21_1x1_increase
I1107 03:45:10.934480  1839 net.cpp:397] conv4_21_1x1_increase/bn -> conv4_21_1x1_increase (in-place)
I1107 03:45:10.934695  1839 net.cpp:150] Setting up conv4_21_1x1_increase/bn
I1107 03:45:10.934700  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.934703  1839 net.cpp:165] Memory required for data: 3964456256
I1107 03:45:10.934711  1839 layer_factory.hpp:77] Creating layer conv4_21
I1107 03:45:10.934717  1839 net.cpp:106] Creating Layer conv4_21
I1107 03:45:10.934720  1839 net.cpp:454] conv4_21 <- conv4_20_conv4_20/relu_0_split_1
I1107 03:45:10.934725  1839 net.cpp:454] conv4_21 <- conv4_21_1x1_increase
I1107 03:45:10.934729  1839 net.cpp:411] conv4_21 -> conv4_21
I1107 03:45:10.934753  1839 net.cpp:150] Setting up conv4_21
I1107 03:45:10.934758  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.934761  1839 net.cpp:165] Memory required for data: 3983330624
I1107 03:45:10.934764  1839 layer_factory.hpp:77] Creating layer conv4_21/relu
I1107 03:45:10.934768  1839 net.cpp:106] Creating Layer conv4_21/relu
I1107 03:45:10.934772  1839 net.cpp:454] conv4_21/relu <- conv4_21
I1107 03:45:10.934777  1839 net.cpp:397] conv4_21/relu -> conv4_21 (in-place)
I1107 03:45:10.934783  1839 net.cpp:150] Setting up conv4_21/relu
I1107 03:45:10.934798  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.934800  1839 net.cpp:165] Memory required for data: 4002204992
I1107 03:45:10.934803  1839 layer_factory.hpp:77] Creating layer conv4_21_conv4_21/relu_0_split
I1107 03:45:10.934809  1839 net.cpp:106] Creating Layer conv4_21_conv4_21/relu_0_split
I1107 03:45:10.934811  1839 net.cpp:454] conv4_21_conv4_21/relu_0_split <- conv4_21
I1107 03:45:10.934816  1839 net.cpp:411] conv4_21_conv4_21/relu_0_split -> conv4_21_conv4_21/relu_0_split_0
I1107 03:45:10.934824  1839 net.cpp:411] conv4_21_conv4_21/relu_0_split -> conv4_21_conv4_21/relu_0_split_1
I1107 03:45:10.934860  1839 net.cpp:150] Setting up conv4_21_conv4_21/relu_0_split
I1107 03:45:10.934865  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.934868  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.934870  1839 net.cpp:165] Memory required for data: 4039953728
I1107 03:45:10.934873  1839 layer_factory.hpp:77] Creating layer conv4_22_1x1_reduce
I1107 03:45:10.934885  1839 net.cpp:106] Creating Layer conv4_22_1x1_reduce
I1107 03:45:10.934887  1839 net.cpp:454] conv4_22_1x1_reduce <- conv4_21_conv4_21/relu_0_split_0
I1107 03:45:10.934892  1839 net.cpp:411] conv4_22_1x1_reduce -> conv4_22_1x1_reduce
I1107 03:45:10.938109  1839 net.cpp:150] Setting up conv4_22_1x1_reduce
I1107 03:45:10.938120  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.938123  1839 net.cpp:165] Memory required for data: 4044672320
I1107 03:45:10.938128  1839 layer_factory.hpp:77] Creating layer conv4_22_1x1_reduce/bn
I1107 03:45:10.938138  1839 net.cpp:106] Creating Layer conv4_22_1x1_reduce/bn
I1107 03:45:10.938141  1839 net.cpp:454] conv4_22_1x1_reduce/bn <- conv4_22_1x1_reduce
I1107 03:45:10.938148  1839 net.cpp:397] conv4_22_1x1_reduce/bn -> conv4_22_1x1_reduce (in-place)
I1107 03:45:10.938343  1839 net.cpp:150] Setting up conv4_22_1x1_reduce/bn
I1107 03:45:10.938349  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.938351  1839 net.cpp:165] Memory required for data: 4049390912
I1107 03:45:10.938359  1839 layer_factory.hpp:77] Creating layer conv4_22_1x1_reduce/relu
I1107 03:45:10.938364  1839 net.cpp:106] Creating Layer conv4_22_1x1_reduce/relu
I1107 03:45:10.938367  1839 net.cpp:454] conv4_22_1x1_reduce/relu <- conv4_22_1x1_reduce
I1107 03:45:10.938371  1839 net.cpp:397] conv4_22_1x1_reduce/relu -> conv4_22_1x1_reduce (in-place)
I1107 03:45:10.938376  1839 net.cpp:150] Setting up conv4_22_1x1_reduce/relu
I1107 03:45:10.938380  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.938382  1839 net.cpp:165] Memory required for data: 4054109504
I1107 03:45:10.938385  1839 layer_factory.hpp:77] Creating layer conv4_22_3x3
I1107 03:45:10.938395  1839 net.cpp:106] Creating Layer conv4_22_3x3
I1107 03:45:10.938396  1839 net.cpp:454] conv4_22_3x3 <- conv4_22_1x1_reduce
I1107 03:45:10.938402  1839 net.cpp:411] conv4_22_3x3 -> conv4_22_3x3
I1107 03:45:10.945302  1839 net.cpp:150] Setting up conv4_22_3x3
I1107 03:45:10.945314  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.945317  1839 net.cpp:165] Memory required for data: 4058828096
I1107 03:45:10.945322  1839 layer_factory.hpp:77] Creating layer conv4_22_3x3/bn
I1107 03:45:10.945329  1839 net.cpp:106] Creating Layer conv4_22_3x3/bn
I1107 03:45:10.945333  1839 net.cpp:454] conv4_22_3x3/bn <- conv4_22_3x3
I1107 03:45:10.945340  1839 net.cpp:397] conv4_22_3x3/bn -> conv4_22_3x3 (in-place)
I1107 03:45:10.945538  1839 net.cpp:150] Setting up conv4_22_3x3/bn
I1107 03:45:10.945544  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.945546  1839 net.cpp:165] Memory required for data: 4063546688
I1107 03:45:10.945554  1839 layer_factory.hpp:77] Creating layer conv4_22_3x3/relu
I1107 03:45:10.945559  1839 net.cpp:106] Creating Layer conv4_22_3x3/relu
I1107 03:45:10.945562  1839 net.cpp:454] conv4_22_3x3/relu <- conv4_22_3x3
I1107 03:45:10.945567  1839 net.cpp:397] conv4_22_3x3/relu -> conv4_22_3x3 (in-place)
I1107 03:45:10.945572  1839 net.cpp:150] Setting up conv4_22_3x3/relu
I1107 03:45:10.945588  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.945590  1839 net.cpp:165] Memory required for data: 4068265280
I1107 03:45:10.945593  1839 layer_factory.hpp:77] Creating layer conv4_22_1x1_increase
I1107 03:45:10.945601  1839 net.cpp:106] Creating Layer conv4_22_1x1_increase
I1107 03:45:10.945605  1839 net.cpp:454] conv4_22_1x1_increase <- conv4_22_3x3
I1107 03:45:10.945616  1839 net.cpp:411] conv4_22_1x1_increase -> conv4_22_1x1_increase
I1107 03:45:10.948817  1839 net.cpp:150] Setting up conv4_22_1x1_increase
I1107 03:45:10.948827  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.948830  1839 net.cpp:165] Memory required for data: 4087139648
I1107 03:45:10.948835  1839 layer_factory.hpp:77] Creating layer conv4_22_1x1_increase/bn
I1107 03:45:10.948844  1839 net.cpp:106] Creating Layer conv4_22_1x1_increase/bn
I1107 03:45:10.948848  1839 net.cpp:454] conv4_22_1x1_increase/bn <- conv4_22_1x1_increase
I1107 03:45:10.948853  1839 net.cpp:397] conv4_22_1x1_increase/bn -> conv4_22_1x1_increase (in-place)
I1107 03:45:10.949065  1839 net.cpp:150] Setting up conv4_22_1x1_increase/bn
I1107 03:45:10.949071  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.949074  1839 net.cpp:165] Memory required for data: 4106014016
I1107 03:45:10.949081  1839 layer_factory.hpp:77] Creating layer conv4_22
I1107 03:45:10.949086  1839 net.cpp:106] Creating Layer conv4_22
I1107 03:45:10.949090  1839 net.cpp:454] conv4_22 <- conv4_21_conv4_21/relu_0_split_1
I1107 03:45:10.949093  1839 net.cpp:454] conv4_22 <- conv4_22_1x1_increase
I1107 03:45:10.949098  1839 net.cpp:411] conv4_22 -> conv4_22
I1107 03:45:10.949122  1839 net.cpp:150] Setting up conv4_22
I1107 03:45:10.949127  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.949129  1839 net.cpp:165] Memory required for data: 4124888384
I1107 03:45:10.949133  1839 layer_factory.hpp:77] Creating layer conv4_22/relu
I1107 03:45:10.949139  1839 net.cpp:106] Creating Layer conv4_22/relu
I1107 03:45:10.949142  1839 net.cpp:454] conv4_22/relu <- conv4_22
I1107 03:45:10.949146  1839 net.cpp:397] conv4_22/relu -> conv4_22 (in-place)
I1107 03:45:10.949151  1839 net.cpp:150] Setting up conv4_22/relu
I1107 03:45:10.949154  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.949157  1839 net.cpp:165] Memory required for data: 4143762752
I1107 03:45:10.949160  1839 layer_factory.hpp:77] Creating layer conv4_22_conv4_22/relu_0_split
I1107 03:45:10.949178  1839 net.cpp:106] Creating Layer conv4_22_conv4_22/relu_0_split
I1107 03:45:10.949183  1839 net.cpp:454] conv4_22_conv4_22/relu_0_split <- conv4_22
I1107 03:45:10.949192  1839 net.cpp:411] conv4_22_conv4_22/relu_0_split -> conv4_22_conv4_22/relu_0_split_0
I1107 03:45:10.949198  1839 net.cpp:411] conv4_22_conv4_22/relu_0_split -> conv4_22_conv4_22/relu_0_split_1
I1107 03:45:10.949234  1839 net.cpp:150] Setting up conv4_22_conv4_22/relu_0_split
I1107 03:45:10.949239  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.949244  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:10.949245  1839 net.cpp:165] Memory required for data: 4181511488
I1107 03:45:10.949249  1839 layer_factory.hpp:77] Creating layer conv4_23_1x1_reduce
I1107 03:45:10.949257  1839 net.cpp:106] Creating Layer conv4_23_1x1_reduce
I1107 03:45:10.949260  1839 net.cpp:454] conv4_23_1x1_reduce <- conv4_22_conv4_22/relu_0_split_0
I1107 03:45:10.949266  1839 net.cpp:411] conv4_23_1x1_reduce -> conv4_23_1x1_reduce
I1107 03:45:10.952464  1839 net.cpp:150] Setting up conv4_23_1x1_reduce
I1107 03:45:10.952474  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.952477  1839 net.cpp:165] Memory required for data: 4186230080
I1107 03:45:10.952482  1839 layer_factory.hpp:77] Creating layer conv4_23_1x1_reduce/bn
I1107 03:45:10.952492  1839 net.cpp:106] Creating Layer conv4_23_1x1_reduce/bn
I1107 03:45:10.952495  1839 net.cpp:454] conv4_23_1x1_reduce/bn <- conv4_23_1x1_reduce
I1107 03:45:10.952502  1839 net.cpp:397] conv4_23_1x1_reduce/bn -> conv4_23_1x1_reduce (in-place)
I1107 03:45:10.952713  1839 net.cpp:150] Setting up conv4_23_1x1_reduce/bn
I1107 03:45:10.952720  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.952723  1839 net.cpp:165] Memory required for data: 4190948672
I1107 03:45:10.952730  1839 layer_factory.hpp:77] Creating layer conv4_23_1x1_reduce/relu
I1107 03:45:10.952735  1839 net.cpp:106] Creating Layer conv4_23_1x1_reduce/relu
I1107 03:45:10.952739  1839 net.cpp:454] conv4_23_1x1_reduce/relu <- conv4_23_1x1_reduce
I1107 03:45:10.952744  1839 net.cpp:397] conv4_23_1x1_reduce/relu -> conv4_23_1x1_reduce (in-place)
I1107 03:45:10.952749  1839 net.cpp:150] Setting up conv4_23_1x1_reduce/relu
I1107 03:45:10.952751  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.952754  1839 net.cpp:165] Memory required for data: 4195667264
I1107 03:45:10.952757  1839 layer_factory.hpp:77] Creating layer conv4_23_3x3
I1107 03:45:10.952766  1839 net.cpp:106] Creating Layer conv4_23_3x3
I1107 03:45:10.952769  1839 net.cpp:454] conv4_23_3x3 <- conv4_23_1x1_reduce
I1107 03:45:10.952777  1839 net.cpp:411] conv4_23_3x3 -> conv4_23_3x3
I1107 03:45:10.959719  1839 net.cpp:150] Setting up conv4_23_3x3
I1107 03:45:10.959733  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.959734  1839 net.cpp:165] Memory required for data: 4200385856
I1107 03:45:10.959740  1839 layer_factory.hpp:77] Creating layer conv4_23_3x3/bn
I1107 03:45:10.959750  1839 net.cpp:106] Creating Layer conv4_23_3x3/bn
I1107 03:45:10.959754  1839 net.cpp:454] conv4_23_3x3/bn <- conv4_23_3x3
I1107 03:45:10.959759  1839 net.cpp:397] conv4_23_3x3/bn -> conv4_23_3x3 (in-place)
I1107 03:45:10.959962  1839 net.cpp:150] Setting up conv4_23_3x3/bn
I1107 03:45:10.959969  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:10.959971  1839 net.cpp:165] Memory required for data: 4205104448
I1107 03:45:10.959978  1839 layer_factory.hpp:77] Creating layer conv4_23_3x3/relu
I1107 03:45:10.959986  1839 net.cpp:106] Creating Layer conv4_23_3x3/relu
I1107 03:45:10.959990  1839 net.cpp:454] conv4_23_3x3/relu <- conv4_23_3x3
I1107 03:45:10.959993  1839 net.cpp:397] conv4_23_3x3/relu -> conv4_23_3x3 (in-place)
I1107 03:45:10.959997  1839 net.cpp:150] Setting up conv4_23_3x3/relu
I1107 03:45:11.507174  1839 net.cpp:157] Top shape: 2 256 48 48 (1179648)
I1107 03:45:11.507195  1839 net.cpp:165] Memory required for data: 4209823040
I1107 03:45:11.507205  1839 layer_factory.hpp:77] Creating layer conv4_23_1x1_increase
I1107 03:45:11.507231  1839 net.cpp:106] Creating Layer conv4_23_1x1_increase
I1107 03:45:11.507242  1839 net.cpp:454] conv4_23_1x1_increase <- conv4_23_3x3
I1107 03:45:11.507267  1839 net.cpp:411] conv4_23_1x1_increase -> conv4_23_1x1_increase
I1107 03:45:11.511014  1839 net.cpp:150] Setting up conv4_23_1x1_increase
I1107 03:45:11.511036  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:11.511041  1839 net.cpp:165] Memory required for data: 4228697408
I1107 03:45:11.511049  1839 layer_factory.hpp:77] Creating layer conv4_23_1x1_increase/bn
I1107 03:45:11.511059  1839 net.cpp:106] Creating Layer conv4_23_1x1_increase/bn
I1107 03:45:11.511066  1839 net.cpp:454] conv4_23_1x1_increase/bn <- conv4_23_1x1_increase
I1107 03:45:11.511085  1839 net.cpp:397] conv4_23_1x1_increase/bn -> conv4_23_1x1_increase (in-place)
I1107 03:45:11.511358  1839 net.cpp:150] Setting up conv4_23_1x1_increase/bn
I1107 03:45:11.511374  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:11.511379  1839 net.cpp:165] Memory required for data: 4247571776
I1107 03:45:11.511389  1839 layer_factory.hpp:77] Creating layer conv4_23
I1107 03:45:11.511404  1839 net.cpp:106] Creating Layer conv4_23
I1107 03:45:11.511411  1839 net.cpp:454] conv4_23 <- conv4_22_conv4_22/relu_0_split_1
I1107 03:45:11.511420  1839 net.cpp:454] conv4_23 <- conv4_23_1x1_increase
I1107 03:45:11.511433  1839 net.cpp:411] conv4_23 -> conv4_23
I1107 03:45:11.511482  1839 net.cpp:150] Setting up conv4_23
I1107 03:45:11.511500  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:11.511505  1839 net.cpp:165] Memory required for data: 4266446144
I1107 03:45:11.511541  1839 layer_factory.hpp:77] Creating layer conv4_23/relu
I1107 03:45:11.511554  1839 net.cpp:106] Creating Layer conv4_23/relu
I1107 03:45:11.511565  1839 net.cpp:454] conv4_23/relu <- conv4_23
I1107 03:45:11.511574  1839 net.cpp:397] conv4_23/relu -> conv4_23 (in-place)
I1107 03:45:11.511584  1839 net.cpp:150] Setting up conv4_23/relu
I1107 03:45:11.511600  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:11.511605  1839 net.cpp:165] Memory required for data: 4285320512
I1107 03:45:11.511610  1839 layer_factory.hpp:77] Creating layer conv4_23_conv4_23/relu_0_split
I1107 03:45:11.511624  1839 net.cpp:106] Creating Layer conv4_23_conv4_23/relu_0_split
I1107 03:45:11.511632  1839 net.cpp:454] conv4_23_conv4_23/relu_0_split <- conv4_23
I1107 03:45:11.511641  1839 net.cpp:411] conv4_23_conv4_23/relu_0_split -> conv4_23_conv4_23/relu_0_split_0
I1107 03:45:11.511651  1839 net.cpp:411] conv4_23_conv4_23/relu_0_split -> conv4_23_conv4_23/relu_0_split_1
I1107 03:45:11.511723  1839 net.cpp:150] Setting up conv4_23_conv4_23/relu_0_split
I1107 03:45:11.511742  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:11.511749  1839 net.cpp:157] Top shape: 2 1024 48 48 (4718592)
I1107 03:45:11.511754  1839 net.cpp:165] Memory required for data: 4323069248
I1107 03:45:11.511760  1839 layer_factory.hpp:77] Creating layer conv5_1_1x1_reduce
I1107 03:45:11.511776  1839 net.cpp:106] Creating Layer conv5_1_1x1_reduce
I1107 03:45:11.511790  1839 net.cpp:454] conv5_1_1x1_reduce <- conv4_23_conv4_23/relu_0_split_0
I1107 03:45:11.511803  1839 net.cpp:411] conv5_1_1x1_reduce -> conv5_1_1x1_reduce
I1107 03:45:11.518069  1839 net.cpp:150] Setting up conv5_1_1x1_reduce
I1107 03:45:11.518090  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.518095  1839 net.cpp:165] Memory required for data: 4332506432
I1107 03:45:11.518100  1839 layer_factory.hpp:77] Creating layer conv5_1_1x1_reduce/bn
I1107 03:45:11.518110  1839 net.cpp:106] Creating Layer conv5_1_1x1_reduce/bn
I1107 03:45:11.518113  1839 net.cpp:454] conv5_1_1x1_reduce/bn <- conv5_1_1x1_reduce
I1107 03:45:11.518131  1839 net.cpp:397] conv5_1_1x1_reduce/bn -> conv5_1_1x1_reduce (in-place)
I1107 03:45:11.518400  1839 net.cpp:150] Setting up conv5_1_1x1_reduce/bn
I1107 03:45:11.518419  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.518420  1839 net.cpp:165] Memory required for data: 4341943616
I1107 03:45:11.518429  1839 layer_factory.hpp:77] Creating layer conv5_1_1x1_reduce/relu
I1107 03:45:11.518436  1839 net.cpp:106] Creating Layer conv5_1_1x1_reduce/relu
I1107 03:45:11.518443  1839 net.cpp:454] conv5_1_1x1_reduce/relu <- conv5_1_1x1_reduce
I1107 03:45:11.518453  1839 net.cpp:397] conv5_1_1x1_reduce/relu -> conv5_1_1x1_reduce (in-place)
I1107 03:45:11.518471  1839 net.cpp:150] Setting up conv5_1_1x1_reduce/relu
I1107 03:45:11.518478  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.518491  1839 net.cpp:165] Memory required for data: 4351380800
I1107 03:45:11.518496  1839 layer_factory.hpp:77] Creating layer conv5_1_3x3
I1107 03:45:11.518508  1839 net.cpp:106] Creating Layer conv5_1_3x3
I1107 03:45:11.518520  1839 net.cpp:454] conv5_1_3x3 <- conv5_1_1x1_reduce
I1107 03:45:11.518532  1839 net.cpp:411] conv5_1_3x3 -> conv5_1_3x3
I1107 03:45:11.545210  1839 net.cpp:150] Setting up conv5_1_3x3
I1107 03:45:11.545235  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.545239  1839 net.cpp:165] Memory required for data: 4360817984
I1107 03:45:11.545245  1839 layer_factory.hpp:77] Creating layer conv5_1_3x3/bn
I1107 03:45:11.545256  1839 net.cpp:106] Creating Layer conv5_1_3x3/bn
I1107 03:45:11.545269  1839 net.cpp:454] conv5_1_3x3/bn <- conv5_1_3x3
I1107 03:45:11.545279  1839 net.cpp:397] conv5_1_3x3/bn -> conv5_1_3x3 (in-place)
I1107 03:45:11.545562  1839 net.cpp:150] Setting up conv5_1_3x3/bn
I1107 03:45:11.545578  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.545580  1839 net.cpp:165] Memory required for data: 4370255168
I1107 03:45:11.545609  1839 layer_factory.hpp:77] Creating layer conv5_1_3x3/relu
I1107 03:45:11.545627  1839 net.cpp:106] Creating Layer conv5_1_3x3/relu
I1107 03:45:11.545634  1839 net.cpp:454] conv5_1_3x3/relu <- conv5_1_3x3
I1107 03:45:11.545644  1839 net.cpp:397] conv5_1_3x3/relu -> conv5_1_3x3 (in-place)
I1107 03:45:11.545653  1839 net.cpp:150] Setting up conv5_1_3x3/relu
I1107 03:45:11.545668  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.545673  1839 net.cpp:165] Memory required for data: 4379692352
I1107 03:45:11.545677  1839 layer_factory.hpp:77] Creating layer conv5_1_1x1_increase
I1107 03:45:11.545691  1839 net.cpp:106] Creating Layer conv5_1_1x1_increase
I1107 03:45:11.545703  1839 net.cpp:454] conv5_1_1x1_increase <- conv5_1_3x3
I1107 03:45:11.545717  1839 net.cpp:411] conv5_1_1x1_increase -> conv5_1_1x1_increase
I1107 03:45:11.557833  1839 net.cpp:150] Setting up conv5_1_1x1_increase
I1107 03:45:11.557855  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.557859  1839 net.cpp:165] Memory required for data: 4417441088
I1107 03:45:11.557864  1839 layer_factory.hpp:77] Creating layer conv5_1_1x1_increase/bn
I1107 03:45:11.557873  1839 net.cpp:106] Creating Layer conv5_1_1x1_increase/bn
I1107 03:45:11.557884  1839 net.cpp:454] conv5_1_1x1_increase/bn <- conv5_1_1x1_increase
I1107 03:45:11.557898  1839 net.cpp:397] conv5_1_1x1_increase/bn -> conv5_1_1x1_increase (in-place)
I1107 03:45:11.558189  1839 net.cpp:150] Setting up conv5_1_1x1_increase/bn
I1107 03:45:11.558205  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.558208  1839 net.cpp:165] Memory required for data: 4455189824
I1107 03:45:11.558217  1839 layer_factory.hpp:77] Creating layer conv5_1_1x1_proj
I1107 03:45:11.558238  1839 net.cpp:106] Creating Layer conv5_1_1x1_proj
I1107 03:45:11.558254  1839 net.cpp:454] conv5_1_1x1_proj <- conv4_23_conv4_23/relu_0_split_1
I1107 03:45:11.558265  1839 net.cpp:411] conv5_1_1x1_proj -> conv5_1_1x1_proj
I1107 03:45:11.582084  1839 net.cpp:150] Setting up conv5_1_1x1_proj
I1107 03:45:11.582110  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.582114  1839 net.cpp:165] Memory required for data: 4492938560
I1107 03:45:11.582120  1839 layer_factory.hpp:77] Creating layer conv5_1_1x1_proj/bn
I1107 03:45:11.582132  1839 net.cpp:106] Creating Layer conv5_1_1x1_proj/bn
I1107 03:45:11.582139  1839 net.cpp:454] conv5_1_1x1_proj/bn <- conv5_1_1x1_proj
I1107 03:45:11.582147  1839 net.cpp:397] conv5_1_1x1_proj/bn -> conv5_1_1x1_proj (in-place)
I1107 03:45:11.582427  1839 net.cpp:150] Setting up conv5_1_1x1_proj/bn
I1107 03:45:11.582443  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.582446  1839 net.cpp:165] Memory required for data: 4530687296
I1107 03:45:11.582454  1839 layer_factory.hpp:77] Creating layer conv5_1
I1107 03:45:11.582465  1839 net.cpp:106] Creating Layer conv5_1
I1107 03:45:11.582473  1839 net.cpp:454] conv5_1 <- conv5_1_1x1_proj
I1107 03:45:11.582481  1839 net.cpp:454] conv5_1 <- conv5_1_1x1_increase
I1107 03:45:11.582489  1839 net.cpp:411] conv5_1 -> conv5_1
I1107 03:45:11.582532  1839 net.cpp:150] Setting up conv5_1
I1107 03:45:11.582551  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.582556  1839 net.cpp:165] Memory required for data: 4568436032
I1107 03:45:11.582559  1839 layer_factory.hpp:77] Creating layer conv5_1/relu
I1107 03:45:11.582587  1839 net.cpp:106] Creating Layer conv5_1/relu
I1107 03:45:11.582626  1839 net.cpp:454] conv5_1/relu <- conv5_1
I1107 03:45:11.582646  1839 net.cpp:397] conv5_1/relu -> conv5_1 (in-place)
I1107 03:45:11.582657  1839 net.cpp:150] Setting up conv5_1/relu
I1107 03:45:11.582671  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.582679  1839 net.cpp:165] Memory required for data: 4606184768
I1107 03:45:11.582682  1839 layer_factory.hpp:77] Creating layer conv5_1_conv5_1/relu_0_split
I1107 03:45:11.582695  1839 net.cpp:106] Creating Layer conv5_1_conv5_1/relu_0_split
I1107 03:45:11.582708  1839 net.cpp:454] conv5_1_conv5_1/relu_0_split <- conv5_1
I1107 03:45:11.582744  1839 net.cpp:411] conv5_1_conv5_1/relu_0_split -> conv5_1_conv5_1/relu_0_split_0
I1107 03:45:11.582759  1839 net.cpp:411] conv5_1_conv5_1/relu_0_split -> conv5_1_conv5_1/relu_0_split_1
I1107 03:45:11.582834  1839 net.cpp:150] Setting up conv5_1_conv5_1/relu_0_split
I1107 03:45:11.582860  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.582870  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.582875  1839 net.cpp:165] Memory required for data: 4681682240
I1107 03:45:11.582880  1839 layer_factory.hpp:77] Creating layer conv5_2_1x1_reduce
I1107 03:45:11.582896  1839 net.cpp:106] Creating Layer conv5_2_1x1_reduce
I1107 03:45:11.582911  1839 net.cpp:454] conv5_2_1x1_reduce <- conv5_1_conv5_1/relu_0_split_0
I1107 03:45:11.582926  1839 net.cpp:411] conv5_2_1x1_reduce -> conv5_2_1x1_reduce
I1107 03:45:11.595046  1839 net.cpp:150] Setting up conv5_2_1x1_reduce
I1107 03:45:11.595067  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.595070  1839 net.cpp:165] Memory required for data: 4691119424
I1107 03:45:11.595077  1839 layer_factory.hpp:77] Creating layer conv5_2_1x1_reduce/bn
I1107 03:45:11.595091  1839 net.cpp:106] Creating Layer conv5_2_1x1_reduce/bn
I1107 03:45:11.595105  1839 net.cpp:454] conv5_2_1x1_reduce/bn <- conv5_2_1x1_reduce
I1107 03:45:11.595116  1839 net.cpp:397] conv5_2_1x1_reduce/bn -> conv5_2_1x1_reduce (in-place)
I1107 03:45:11.595389  1839 net.cpp:150] Setting up conv5_2_1x1_reduce/bn
I1107 03:45:11.595405  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.595408  1839 net.cpp:165] Memory required for data: 4700556608
I1107 03:45:11.595417  1839 layer_factory.hpp:77] Creating layer conv5_2_1x1_reduce/relu
I1107 03:45:11.595433  1839 net.cpp:106] Creating Layer conv5_2_1x1_reduce/relu
I1107 03:45:11.595440  1839 net.cpp:454] conv5_2_1x1_reduce/relu <- conv5_2_1x1_reduce
I1107 03:45:11.595450  1839 net.cpp:397] conv5_2_1x1_reduce/relu -> conv5_2_1x1_reduce (in-place)
I1107 03:45:11.595460  1839 net.cpp:150] Setting up conv5_2_1x1_reduce/relu
I1107 03:45:11.595475  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.595480  1839 net.cpp:165] Memory required for data: 4709993792
I1107 03:45:11.595485  1839 layer_factory.hpp:77] Creating layer conv5_2_3x3
I1107 03:45:11.595497  1839 net.cpp:106] Creating Layer conv5_2_3x3
I1107 03:45:11.595511  1839 net.cpp:454] conv5_2_3x3 <- conv5_2_1x1_reduce
I1107 03:45:11.595530  1839 net.cpp:411] conv5_2_3x3 -> conv5_2_3x3
I1107 03:45:11.622344  1839 net.cpp:150] Setting up conv5_2_3x3
I1107 03:45:11.622380  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.622383  1839 net.cpp:165] Memory required for data: 4719430976
I1107 03:45:11.622390  1839 layer_factory.hpp:77] Creating layer conv5_2_3x3/bn
I1107 03:45:11.622401  1839 net.cpp:106] Creating Layer conv5_2_3x3/bn
I1107 03:45:11.622407  1839 net.cpp:454] conv5_2_3x3/bn <- conv5_2_3x3
I1107 03:45:11.622421  1839 net.cpp:397] conv5_2_3x3/bn -> conv5_2_3x3 (in-place)
I1107 03:45:11.622730  1839 net.cpp:150] Setting up conv5_2_3x3/bn
I1107 03:45:11.622745  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.622748  1839 net.cpp:165] Memory required for data: 4728868160
I1107 03:45:11.622757  1839 layer_factory.hpp:77] Creating layer conv5_2_3x3/relu
I1107 03:45:11.622766  1839 net.cpp:106] Creating Layer conv5_2_3x3/relu
I1107 03:45:11.622772  1839 net.cpp:454] conv5_2_3x3/relu <- conv5_2_3x3
I1107 03:45:11.622781  1839 net.cpp:397] conv5_2_3x3/relu -> conv5_2_3x3 (in-place)
I1107 03:45:11.622792  1839 net.cpp:150] Setting up conv5_2_3x3/relu
I1107 03:45:11.622805  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.622809  1839 net.cpp:165] Memory required for data: 4738305344
I1107 03:45:11.622813  1839 layer_factory.hpp:77] Creating layer conv5_2_1x1_increase
I1107 03:45:11.622831  1839 net.cpp:106] Creating Layer conv5_2_1x1_increase
I1107 03:45:11.622846  1839 net.cpp:454] conv5_2_1x1_increase <- conv5_2_3x3
I1107 03:45:11.622858  1839 net.cpp:411] conv5_2_1x1_increase -> conv5_2_1x1_increase
I1107 03:45:11.634984  1839 net.cpp:150] Setting up conv5_2_1x1_increase
I1107 03:45:11.635005  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.635010  1839 net.cpp:165] Memory required for data: 4776054080
I1107 03:45:11.635015  1839 layer_factory.hpp:77] Creating layer conv5_2_1x1_increase/bn
I1107 03:45:11.635025  1839 net.cpp:106] Creating Layer conv5_2_1x1_increase/bn
I1107 03:45:11.635035  1839 net.cpp:454] conv5_2_1x1_increase/bn <- conv5_2_1x1_increase
I1107 03:45:11.635041  1839 net.cpp:397] conv5_2_1x1_increase/bn -> conv5_2_1x1_increase (in-place)
I1107 03:45:11.635278  1839 net.cpp:150] Setting up conv5_2_1x1_increase/bn
I1107 03:45:11.635291  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.635295  1839 net.cpp:165] Memory required for data: 4813802816
I1107 03:45:11.635378  1839 layer_factory.hpp:77] Creating layer conv5_2
I1107 03:45:11.635391  1839 net.cpp:106] Creating Layer conv5_2
I1107 03:45:11.635396  1839 net.cpp:454] conv5_2 <- conv5_1_conv5_1/relu_0_split_1
I1107 03:45:11.635401  1839 net.cpp:454] conv5_2 <- conv5_2_1x1_increase
I1107 03:45:11.635406  1839 net.cpp:411] conv5_2 -> conv5_2
I1107 03:45:11.635435  1839 net.cpp:150] Setting up conv5_2
I1107 03:45:11.635447  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.635449  1839 net.cpp:165] Memory required for data: 4851551552
I1107 03:45:11.635452  1839 layer_factory.hpp:77] Creating layer conv5_2/relu
I1107 03:45:11.635459  1839 net.cpp:106] Creating Layer conv5_2/relu
I1107 03:45:11.635464  1839 net.cpp:454] conv5_2/relu <- conv5_2
I1107 03:45:11.635469  1839 net.cpp:397] conv5_2/relu -> conv5_2 (in-place)
I1107 03:45:11.635474  1839 net.cpp:150] Setting up conv5_2/relu
I1107 03:45:11.635478  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.635480  1839 net.cpp:165] Memory required for data: 4889300288
I1107 03:45:11.635483  1839 layer_factory.hpp:77] Creating layer conv5_2_conv5_2/relu_0_split
I1107 03:45:11.635489  1839 net.cpp:106] Creating Layer conv5_2_conv5_2/relu_0_split
I1107 03:45:11.635491  1839 net.cpp:454] conv5_2_conv5_2/relu_0_split <- conv5_2
I1107 03:45:11.635496  1839 net.cpp:411] conv5_2_conv5_2/relu_0_split -> conv5_2_conv5_2/relu_0_split_0
I1107 03:45:11.635502  1839 net.cpp:411] conv5_2_conv5_2/relu_0_split -> conv5_2_conv5_2/relu_0_split_1
I1107 03:45:11.635546  1839 net.cpp:150] Setting up conv5_2_conv5_2/relu_0_split
I1107 03:45:11.635556  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.635560  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.635563  1839 net.cpp:165] Memory required for data: 4964797760
I1107 03:45:11.635566  1839 layer_factory.hpp:77] Creating layer conv5_3_1x1_reduce
I1107 03:45:11.635576  1839 net.cpp:106] Creating Layer conv5_3_1x1_reduce
I1107 03:45:11.635584  1839 net.cpp:454] conv5_3_1x1_reduce <- conv5_2_conv5_2/relu_0_split_0
I1107 03:45:11.635593  1839 net.cpp:411] conv5_3_1x1_reduce -> conv5_3_1x1_reduce
I1107 03:45:11.647625  1839 net.cpp:150] Setting up conv5_3_1x1_reduce
I1107 03:45:11.647652  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.647656  1839 net.cpp:165] Memory required for data: 4974234944
I1107 03:45:11.647662  1839 layer_factory.hpp:77] Creating layer conv5_3_1x1_reduce/bn
I1107 03:45:11.647673  1839 net.cpp:106] Creating Layer conv5_3_1x1_reduce/bn
I1107 03:45:11.647683  1839 net.cpp:454] conv5_3_1x1_reduce/bn <- conv5_3_1x1_reduce
I1107 03:45:11.647689  1839 net.cpp:397] conv5_3_1x1_reduce/bn -> conv5_3_1x1_reduce (in-place)
I1107 03:45:11.647928  1839 net.cpp:150] Setting up conv5_3_1x1_reduce/bn
I1107 03:45:11.647940  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.647943  1839 net.cpp:165] Memory required for data: 4983672128
I1107 03:45:11.647950  1839 layer_factory.hpp:77] Creating layer conv5_3_1x1_reduce/relu
I1107 03:45:11.647958  1839 net.cpp:106] Creating Layer conv5_3_1x1_reduce/relu
I1107 03:45:11.647963  1839 net.cpp:454] conv5_3_1x1_reduce/relu <- conv5_3_1x1_reduce
I1107 03:45:11.647986  1839 net.cpp:397] conv5_3_1x1_reduce/relu -> conv5_3_1x1_reduce (in-place)
I1107 03:45:11.647994  1839 net.cpp:150] Setting up conv5_3_1x1_reduce/relu
I1107 03:45:11.647999  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.648001  1839 net.cpp:165] Memory required for data: 4993109312
I1107 03:45:11.648005  1839 layer_factory.hpp:77] Creating layer conv5_3_3x3
I1107 03:45:11.648015  1839 net.cpp:106] Creating Layer conv5_3_3x3
I1107 03:45:11.648020  1839 net.cpp:454] conv5_3_3x3 <- conv5_3_1x1_reduce
I1107 03:45:11.648025  1839 net.cpp:411] conv5_3_3x3 -> conv5_3_3x3
I1107 03:45:11.674831  1839 net.cpp:150] Setting up conv5_3_3x3
I1107 03:45:11.674865  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.674870  1839 net.cpp:165] Memory required for data: 5002546496
I1107 03:45:11.674878  1839 layer_factory.hpp:77] Creating layer conv5_3_3x3/bn
I1107 03:45:11.674890  1839 net.cpp:106] Creating Layer conv5_3_3x3/bn
I1107 03:45:11.674896  1839 net.cpp:454] conv5_3_3x3/bn <- conv5_3_3x3
I1107 03:45:11.674906  1839 net.cpp:397] conv5_3_3x3/bn -> conv5_3_3x3 (in-place)
I1107 03:45:11.675158  1839 net.cpp:150] Setting up conv5_3_3x3/bn
I1107 03:45:11.675169  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.675173  1839 net.cpp:165] Memory required for data: 5011983680
I1107 03:45:11.675180  1839 layer_factory.hpp:77] Creating layer conv5_3_3x3/relu
I1107 03:45:11.675186  1839 net.cpp:106] Creating Layer conv5_3_3x3/relu
I1107 03:45:11.675191  1839 net.cpp:454] conv5_3_3x3/relu <- conv5_3_3x3
I1107 03:45:11.675199  1839 net.cpp:397] conv5_3_3x3/relu -> conv5_3_3x3 (in-place)
I1107 03:45:11.675204  1839 net.cpp:150] Setting up conv5_3_3x3/relu
I1107 03:45:11.675207  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.675210  1839 net.cpp:165] Memory required for data: 5021420864
I1107 03:45:11.675212  1839 layer_factory.hpp:77] Creating layer conv5_3_1x1_increase
I1107 03:45:11.675221  1839 net.cpp:106] Creating Layer conv5_3_1x1_increase
I1107 03:45:11.675226  1839 net.cpp:454] conv5_3_1x1_increase <- conv5_3_3x3
I1107 03:45:11.675231  1839 net.cpp:411] conv5_3_1x1_increase -> conv5_3_1x1_increase
I1107 03:45:11.687302  1839 net.cpp:150] Setting up conv5_3_1x1_increase
I1107 03:45:11.687324  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.687326  1839 net.cpp:165] Memory required for data: 5059169600
I1107 03:45:11.687332  1839 layer_factory.hpp:77] Creating layer conv5_3_1x1_increase/bn
I1107 03:45:11.687341  1839 net.cpp:106] Creating Layer conv5_3_1x1_increase/bn
I1107 03:45:11.687351  1839 net.cpp:454] conv5_3_1x1_increase/bn <- conv5_3_1x1_increase
I1107 03:45:11.687357  1839 net.cpp:397] conv5_3_1x1_increase/bn -> conv5_3_1x1_increase (in-place)
I1107 03:45:11.687595  1839 net.cpp:150] Setting up conv5_3_1x1_increase/bn
I1107 03:45:11.687608  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.687610  1839 net.cpp:165] Memory required for data: 5096918336
I1107 03:45:11.687618  1839 layer_factory.hpp:77] Creating layer conv5_3
I1107 03:45:11.687624  1839 net.cpp:106] Creating Layer conv5_3
I1107 03:45:11.687629  1839 net.cpp:454] conv5_3 <- conv5_2_conv5_2/relu_0_split_1
I1107 03:45:11.687633  1839 net.cpp:454] conv5_3 <- conv5_3_1x1_increase
I1107 03:45:11.687638  1839 net.cpp:411] conv5_3 -> conv5_3
I1107 03:45:11.687667  1839 net.cpp:150] Setting up conv5_3
I1107 03:45:11.687678  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.687681  1839 net.cpp:165] Memory required for data: 5134667072
I1107 03:45:11.687685  1839 layer_factory.hpp:77] Creating layer conv5_3/relu
I1107 03:45:11.687688  1839 net.cpp:106] Creating Layer conv5_3/relu
I1107 03:45:11.687691  1839 net.cpp:454] conv5_3/relu <- conv5_3
I1107 03:45:11.687698  1839 net.cpp:397] conv5_3/relu -> conv5_3 (in-place)
I1107 03:45:11.687703  1839 net.cpp:150] Setting up conv5_3/relu
I1107 03:45:11.687706  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.687710  1839 net.cpp:165] Memory required for data: 5172415808
I1107 03:45:11.687731  1839 layer_factory.hpp:77] Creating layer conv5_3_conv5_3/relu_0_split
I1107 03:45:11.687737  1839 net.cpp:106] Creating Layer conv5_3_conv5_3/relu_0_split
I1107 03:45:11.687741  1839 net.cpp:454] conv5_3_conv5_3/relu_0_split <- conv5_3
I1107 03:45:11.687748  1839 net.cpp:411] conv5_3_conv5_3/relu_0_split -> conv5_3_conv5_3/relu_0_split_0
I1107 03:45:11.687755  1839 net.cpp:411] conv5_3_conv5_3/relu_0_split -> conv5_3_conv5_3/relu_0_split_1
I1107 03:45:11.687762  1839 net.cpp:411] conv5_3_conv5_3/relu_0_split -> conv5_3_conv5_3/relu_0_split_2
I1107 03:45:11.687769  1839 net.cpp:411] conv5_3_conv5_3/relu_0_split -> conv5_3_conv5_3/relu_0_split_3
I1107 03:45:11.687774  1839 net.cpp:411] conv5_3_conv5_3/relu_0_split -> conv5_3_conv5_3/relu_0_split_4
I1107 03:45:11.687847  1839 net.cpp:150] Setting up conv5_3_conv5_3/relu_0_split
I1107 03:45:11.687858  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.687862  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.687865  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.687870  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.687872  1839 net.cpp:157] Top shape: 2 2048 48 48 (9437184)
I1107 03:45:11.687875  1839 net.cpp:165] Memory required for data: 5361159488
I1107 03:45:11.687877  1839 layer_factory.hpp:77] Creating layer conv5_3_pool1
I1107 03:45:11.687886  1839 net.cpp:106] Creating Layer conv5_3_pool1
I1107 03:45:11.687889  1839 net.cpp:454] conv5_3_pool1 <- conv5_3_conv5_3/relu_0_split_0
I1107 03:45:11.687893  1839 net.cpp:411] conv5_3_pool1 -> conv5_3_pool1
I1107 03:45:11.687922  1839 net.cpp:150] Setting up conv5_3_pool1
I1107 03:45:11.687932  1839 net.cpp:157] Top shape: 2 2048 1 1 (4096)
I1107 03:45:11.687935  1839 net.cpp:165] Memory required for data: 5361175872
I1107 03:45:11.687938  1839 layer_factory.hpp:77] Creating layer conv5_3_pool1_conv
I1107 03:45:11.687947  1839 net.cpp:106] Creating Layer conv5_3_pool1_conv
I1107 03:45:11.687957  1839 net.cpp:454] conv5_3_pool1_conv <- conv5_3_pool1
I1107 03:45:11.687963  1839 net.cpp:411] conv5_3_pool1_conv -> conv5_3_pool1_conv
I1107 03:45:11.699945  1839 net.cpp:150] Setting up conv5_3_pool1_conv
I1107 03:45:11.699966  1839 net.cpp:157] Top shape: 2 512 1 1 (1024)
I1107 03:45:11.699970  1839 net.cpp:165] Memory required for data: 5361179968
I1107 03:45:11.699976  1839 layer_factory.hpp:77] Creating layer conv5_3_pool1_conv/bn
I1107 03:45:11.699985  1839 net.cpp:106] Creating Layer conv5_3_pool1_conv/bn
I1107 03:45:11.699995  1839 net.cpp:454] conv5_3_pool1_conv/bn <- conv5_3_pool1_conv
I1107 03:45:11.700001  1839 net.cpp:397] conv5_3_pool1_conv/bn -> conv5_3_pool1_conv (in-place)
I1107 03:45:11.700228  1839 net.cpp:150] Setting up conv5_3_pool1_conv/bn
I1107 03:45:11.700240  1839 net.cpp:157] Top shape: 2 512 1 1 (1024)
I1107 03:45:11.700243  1839 net.cpp:165] Memory required for data: 5361184064
I1107 03:45:11.700255  1839 layer_factory.hpp:77] Creating layer conv5_3_pool1_conv/relu
I1107 03:45:11.700265  1839 net.cpp:106] Creating Layer conv5_3_pool1_conv/relu
I1107 03:45:11.700268  1839 net.cpp:454] conv5_3_pool1_conv/relu <- conv5_3_pool1_conv
I1107 03:45:11.700273  1839 net.cpp:397] conv5_3_pool1_conv/relu -> conv5_3_pool1_conv (in-place)
I1107 03:45:11.700279  1839 net.cpp:150] Setting up conv5_3_pool1_conv/relu
I1107 03:45:11.700283  1839 net.cpp:157] Top shape: 2 512 1 1 (1024)
I1107 03:45:11.700285  1839 net.cpp:165] Memory required for data: 5361188160
I1107 03:45:11.700287  1839 layer_factory.hpp:77] Creating layer conv5_3_pool1_interp
I1107 03:45:11.700294  1839 net.cpp:106] Creating Layer conv5_3_pool1_interp
I1107 03:45:11.700296  1839 net.cpp:454] conv5_3_pool1_interp <- conv5_3_pool1_conv
I1107 03:45:11.700304  1839 net.cpp:411] conv5_3_pool1_interp -> conv5_3_pool1_interp
I1107 03:45:11.700336  1839 net.cpp:150] Setting up conv5_3_pool1_interp
I1107 03:45:11.700350  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.700353  1839 net.cpp:165] Memory required for data: 5370625344
I1107 03:45:11.700356  1839 layer_factory.hpp:77] Creating layer conv5_3_pool2
I1107 03:45:11.700376  1839 net.cpp:106] Creating Layer conv5_3_pool2
I1107 03:45:11.700381  1839 net.cpp:454] conv5_3_pool2 <- conv5_3_conv5_3/relu_0_split_1
I1107 03:45:11.700386  1839 net.cpp:411] conv5_3_pool2 -> conv5_3_pool2
I1107 03:45:11.700413  1839 net.cpp:150] Setting up conv5_3_pool2
I1107 03:45:11.700424  1839 net.cpp:157] Top shape: 2 2048 2 2 (16384)
I1107 03:45:11.700428  1839 net.cpp:165] Memory required for data: 5370690880
I1107 03:45:11.700430  1839 layer_factory.hpp:77] Creating layer conv5_3_pool2_conv
I1107 03:45:11.700440  1839 net.cpp:106] Creating Layer conv5_3_pool2_conv
I1107 03:45:11.700448  1839 net.cpp:454] conv5_3_pool2_conv <- conv5_3_pool2
I1107 03:45:11.700456  1839 net.cpp:411] conv5_3_pool2_conv -> conv5_3_pool2_conv
I1107 03:45:11.712445  1839 net.cpp:150] Setting up conv5_3_pool2_conv
I1107 03:45:11.712467  1839 net.cpp:157] Top shape: 2 512 2 2 (4096)
I1107 03:45:11.712471  1839 net.cpp:165] Memory required for data: 5370707264
I1107 03:45:11.712477  1839 layer_factory.hpp:77] Creating layer conv5_3_pool2_conv/bn
I1107 03:45:11.712484  1839 net.cpp:106] Creating Layer conv5_3_pool2_conv/bn
I1107 03:45:11.712488  1839 net.cpp:454] conv5_3_pool2_conv/bn <- conv5_3_pool2_conv
I1107 03:45:11.712496  1839 net.cpp:397] conv5_3_pool2_conv/bn -> conv5_3_pool2_conv (in-place)
I1107 03:45:11.712723  1839 net.cpp:150] Setting up conv5_3_pool2_conv/bn
I1107 03:45:11.712735  1839 net.cpp:157] Top shape: 2 512 2 2 (4096)
I1107 03:45:11.712738  1839 net.cpp:165] Memory required for data: 5370723648
I1107 03:45:11.712744  1839 layer_factory.hpp:77] Creating layer conv5_3_pool2_conv/relu
I1107 03:45:11.712751  1839 net.cpp:106] Creating Layer conv5_3_pool2_conv/relu
I1107 03:45:11.712755  1839 net.cpp:454] conv5_3_pool2_conv/relu <- conv5_3_pool2_conv
I1107 03:45:11.712762  1839 net.cpp:397] conv5_3_pool2_conv/relu -> conv5_3_pool2_conv (in-place)
I1107 03:45:11.712767  1839 net.cpp:150] Setting up conv5_3_pool2_conv/relu
I1107 03:45:11.712771  1839 net.cpp:157] Top shape: 2 512 2 2 (4096)
I1107 03:45:11.712774  1839 net.cpp:165] Memory required for data: 5370740032
I1107 03:45:11.712776  1839 layer_factory.hpp:77] Creating layer conv5_3_pool2_interp
I1107 03:45:11.712781  1839 net.cpp:106] Creating Layer conv5_3_pool2_interp
I1107 03:45:11.712785  1839 net.cpp:454] conv5_3_pool2_interp <- conv5_3_pool2_conv
I1107 03:45:11.712790  1839 net.cpp:411] conv5_3_pool2_interp -> conv5_3_pool2_interp
I1107 03:45:11.712815  1839 net.cpp:150] Setting up conv5_3_pool2_interp
I1107 03:45:11.712826  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.712829  1839 net.cpp:165] Memory required for data: 5380177216
I1107 03:45:11.712831  1839 layer_factory.hpp:77] Creating layer conv5_3_pool3
I1107 03:45:11.712839  1839 net.cpp:106] Creating Layer conv5_3_pool3
I1107 03:45:11.712843  1839 net.cpp:454] conv5_3_pool3 <- conv5_3_conv5_3/relu_0_split_2
I1107 03:45:11.712852  1839 net.cpp:411] conv5_3_pool3 -> conv5_3_pool3
I1107 03:45:11.712875  1839 net.cpp:150] Setting up conv5_3_pool3
I1107 03:45:11.712884  1839 net.cpp:157] Top shape: 2 2048 3 3 (36864)
I1107 03:45:11.712888  1839 net.cpp:165] Memory required for data: 5380324672
I1107 03:45:11.712890  1839 layer_factory.hpp:77] Creating layer conv5_3_pool3_conv
I1107 03:45:11.712900  1839 net.cpp:106] Creating Layer conv5_3_pool3_conv
I1107 03:45:11.712908  1839 net.cpp:454] conv5_3_pool3_conv <- conv5_3_pool3
I1107 03:45:11.712916  1839 net.cpp:411] conv5_3_pool3_conv -> conv5_3_pool3_conv
I1107 03:45:11.724925  1839 net.cpp:150] Setting up conv5_3_pool3_conv
I1107 03:45:11.724946  1839 net.cpp:157] Top shape: 2 512 3 3 (9216)
I1107 03:45:11.724948  1839 net.cpp:165] Memory required for data: 5380361536
I1107 03:45:11.724954  1839 layer_factory.hpp:77] Creating layer conv5_3_pool3_conv/bn
I1107 03:45:11.724966  1839 net.cpp:106] Creating Layer conv5_3_pool3_conv/bn
I1107 03:45:11.724974  1839 net.cpp:454] conv5_3_pool3_conv/bn <- conv5_3_pool3_conv
I1107 03:45:11.724980  1839 net.cpp:397] conv5_3_pool3_conv/bn -> conv5_3_pool3_conv (in-place)
I1107 03:45:11.725253  1839 net.cpp:150] Setting up conv5_3_pool3_conv/bn
I1107 03:45:11.725267  1839 net.cpp:157] Top shape: 2 512 3 3 (9216)
I1107 03:45:11.725270  1839 net.cpp:165] Memory required for data: 5380398400
I1107 03:45:11.725278  1839 layer_factory.hpp:77] Creating layer conv5_3_pool3_conv/relu
I1107 03:45:11.725284  1839 net.cpp:106] Creating Layer conv5_3_pool3_conv/relu
I1107 03:45:11.725289  1839 net.cpp:454] conv5_3_pool3_conv/relu <- conv5_3_pool3_conv
I1107 03:45:11.725294  1839 net.cpp:397] conv5_3_pool3_conv/relu -> conv5_3_pool3_conv (in-place)
I1107 03:45:11.725301  1839 net.cpp:150] Setting up conv5_3_pool3_conv/relu
I1107 03:45:11.725303  1839 net.cpp:157] Top shape: 2 512 3 3 (9216)
I1107 03:45:11.725306  1839 net.cpp:165] Memory required for data: 5380435264
I1107 03:45:11.725309  1839 layer_factory.hpp:77] Creating layer conv5_3_pool3_interp
I1107 03:45:11.725314  1839 net.cpp:106] Creating Layer conv5_3_pool3_interp
I1107 03:45:11.725317  1839 net.cpp:454] conv5_3_pool3_interp <- conv5_3_pool3_conv
I1107 03:45:11.725324  1839 net.cpp:411] conv5_3_pool3_interp -> conv5_3_pool3_interp
I1107 03:45:11.725354  1839 net.cpp:150] Setting up conv5_3_pool3_interp
I1107 03:45:11.725364  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.725368  1839 net.cpp:165] Memory required for data: 5389872448
I1107 03:45:11.725370  1839 layer_factory.hpp:77] Creating layer conv5_3_pool6
I1107 03:45:11.725376  1839 net.cpp:106] Creating Layer conv5_3_pool6
I1107 03:45:11.725379  1839 net.cpp:454] conv5_3_pool6 <- conv5_3_conv5_3/relu_0_split_3
I1107 03:45:11.725386  1839 net.cpp:411] conv5_3_pool6 -> conv5_3_pool6
I1107 03:45:11.725412  1839 net.cpp:150] Setting up conv5_3_pool6
I1107 03:45:11.725425  1839 net.cpp:157] Top shape: 2 2048 6 6 (147456)
I1107 03:45:11.725428  1839 net.cpp:165] Memory required for data: 5390462272
I1107 03:45:11.725430  1839 layer_factory.hpp:77] Creating layer conv5_3_pool6_conv
I1107 03:45:11.725440  1839 net.cpp:106] Creating Layer conv5_3_pool6_conv
I1107 03:45:11.725445  1839 net.cpp:454] conv5_3_pool6_conv <- conv5_3_pool6
I1107 03:45:11.725450  1839 net.cpp:411] conv5_3_pool6_conv -> conv5_3_pool6_conv
I1107 03:45:11.737490  1839 net.cpp:150] Setting up conv5_3_pool6_conv
I1107 03:45:11.737504  1839 net.cpp:157] Top shape: 2 512 6 6 (36864)
I1107 03:45:11.737507  1839 net.cpp:165] Memory required for data: 5390609728
I1107 03:45:11.737512  1839 layer_factory.hpp:77] Creating layer conv5_3_pool6_conv/bn
I1107 03:45:11.737519  1839 net.cpp:106] Creating Layer conv5_3_pool6_conv/bn
I1107 03:45:11.737524  1839 net.cpp:454] conv5_3_pool6_conv/bn <- conv5_3_pool6_conv
I1107 03:45:11.737531  1839 net.cpp:397] conv5_3_pool6_conv/bn -> conv5_3_pool6_conv (in-place)
I1107 03:45:11.737761  1839 net.cpp:150] Setting up conv5_3_pool6_conv/bn
I1107 03:45:11.737767  1839 net.cpp:157] Top shape: 2 512 6 6 (36864)
I1107 03:45:11.737771  1839 net.cpp:165] Memory required for data: 5390757184
I1107 03:45:11.737777  1839 layer_factory.hpp:77] Creating layer conv5_3_pool6_conv/relu
I1107 03:45:11.737784  1839 net.cpp:106] Creating Layer conv5_3_pool6_conv/relu
I1107 03:45:11.737787  1839 net.cpp:454] conv5_3_pool6_conv/relu <- conv5_3_pool6_conv
I1107 03:45:11.737792  1839 net.cpp:397] conv5_3_pool6_conv/relu -> conv5_3_pool6_conv (in-place)
I1107 03:45:11.737797  1839 net.cpp:150] Setting up conv5_3_pool6_conv/relu
I1107 03:45:11.737800  1839 net.cpp:157] Top shape: 2 512 6 6 (36864)
I1107 03:45:11.737803  1839 net.cpp:165] Memory required for data: 5390904640
I1107 03:45:11.737807  1839 layer_factory.hpp:77] Creating layer conv5_3_pool6_interp
I1107 03:45:11.737812  1839 net.cpp:106] Creating Layer conv5_3_pool6_interp
I1107 03:45:11.737813  1839 net.cpp:454] conv5_3_pool6_interp <- conv5_3_pool6_conv
I1107 03:45:11.737818  1839 net.cpp:411] conv5_3_pool6_interp -> conv5_3_pool6_interp
I1107 03:45:11.737844  1839 net.cpp:150] Setting up conv5_3_pool6_interp
I1107 03:45:11.737849  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.737864  1839 net.cpp:165] Memory required for data: 5400341824
I1107 03:45:11.737867  1839 layer_factory.hpp:77] Creating layer conv5_3_concat
I1107 03:45:11.737874  1839 net.cpp:106] Creating Layer conv5_3_concat
I1107 03:45:11.737877  1839 net.cpp:454] conv5_3_concat <- conv5_3_conv5_3/relu_0_split_4
I1107 03:45:11.737881  1839 net.cpp:454] conv5_3_concat <- conv5_3_pool6_interp
I1107 03:45:11.737887  1839 net.cpp:454] conv5_3_concat <- conv5_3_pool3_interp
I1107 03:45:11.737891  1839 net.cpp:454] conv5_3_concat <- conv5_3_pool2_interp
I1107 03:45:11.737895  1839 net.cpp:454] conv5_3_concat <- conv5_3_pool1_interp
I1107 03:45:11.737898  1839 net.cpp:411] conv5_3_concat -> conv5_3_concat
I1107 03:45:11.737927  1839 net.cpp:150] Setting up conv5_3_concat
I1107 03:45:11.737932  1839 net.cpp:157] Top shape: 2 4096 48 48 (18874368)
I1107 03:45:11.737936  1839 net.cpp:165] Memory required for data: 5475839296
I1107 03:45:11.737938  1839 layer_factory.hpp:77] Creating layer conv5_4
I1107 03:45:11.737947  1839 net.cpp:106] Creating Layer conv5_4
I1107 03:45:11.737951  1839 net.cpp:454] conv5_4 <- conv5_3_concat
I1107 03:45:11.737957  1839 net.cpp:411] conv5_4 -> conv5_4
I1107 03:45:11.959482  1839 net.cpp:150] Setting up conv5_4
I1107 03:45:11.959516  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.959518  1839 net.cpp:165] Memory required for data: 5485276480
I1107 03:45:11.959527  1839 layer_factory.hpp:77] Creating layer conv5_4/bn
I1107 03:45:11.959543  1839 net.cpp:106] Creating Layer conv5_4/bn
I1107 03:45:11.959549  1839 net.cpp:454] conv5_4/bn <- conv5_4
I1107 03:45:11.959558  1839 net.cpp:397] conv5_4/bn -> conv5_4 (in-place)
I1107 03:45:11.959825  1839 net.cpp:150] Setting up conv5_4/bn
I1107 03:45:11.959831  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.959833  1839 net.cpp:165] Memory required for data: 5494713664
I1107 03:45:11.959841  1839 layer_factory.hpp:77] Creating layer conv5_4/relu
I1107 03:45:11.959846  1839 net.cpp:106] Creating Layer conv5_4/relu
I1107 03:45:11.959849  1839 net.cpp:454] conv5_4/relu <- conv5_4
I1107 03:45:11.959853  1839 net.cpp:397] conv5_4/relu -> conv5_4 (in-place)
I1107 03:45:11.959859  1839 net.cpp:150] Setting up conv5_4/relu
I1107 03:45:11.959864  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.959867  1839 net.cpp:165] Memory required for data: 5504150848
I1107 03:45:11.959868  1839 layer_factory.hpp:77] Creating layer conv5_4/dropout
I1107 03:45:11.959875  1839 net.cpp:106] Creating Layer conv5_4/dropout
I1107 03:45:11.959878  1839 net.cpp:454] conv5_4/dropout <- conv5_4
I1107 03:45:11.959882  1839 net.cpp:397] conv5_4/dropout -> conv5_4 (in-place)
I1107 03:45:11.959920  1839 net.cpp:150] Setting up conv5_4/dropout
I1107 03:45:11.959926  1839 net.cpp:157] Top shape: 2 512 48 48 (2359296)
I1107 03:45:11.959928  1839 net.cpp:165] Memory required for data: 5513588032
I1107 03:45:11.959931  1839 layer_factory.hpp:77] Creating layer conv6
I1107 03:45:11.959944  1839 net.cpp:106] Creating Layer conv6
I1107 03:45:11.959946  1839 net.cpp:454] conv6 <- conv5_4
I1107 03:45:11.959954  1839 net.cpp:411] conv6 -> conv6
I1107 03:45:11.960345  1839 net.cpp:150] Setting up conv6
I1107 03:45:11.960353  1839 net.cpp:157] Top shape: 2 21 48 48 (96768)
I1107 03:45:11.960356  1839 net.cpp:165] Memory required for data: 5513975104
I1107 03:45:11.960361  1839 layer_factory.hpp:77] Creating layer conv6_interp
I1107 03:45:11.960367  1839 net.cpp:106] Creating Layer conv6_interp
I1107 03:45:11.960371  1839 net.cpp:454] conv6_interp <- conv6
I1107 03:45:11.960376  1839 net.cpp:411] conv6_interp -> conv6_interp
I1107 03:45:11.960403  1839 net.cpp:150] Setting up conv6_interp
I1107 03:45:11.960407  1839 net.cpp:157] Top shape: 2 21 377 377 (5969418)
I1107 03:45:11.960410  1839 net.cpp:165] Memory required for data: 5537852776
I1107 03:45:11.960413  1839 layer_factory.hpp:77] Creating layer conv6_interp_conv6_interp_0_split
I1107 03:45:11.960420  1839 net.cpp:106] Creating Layer conv6_interp_conv6_interp_0_split
I1107 03:45:11.960423  1839 net.cpp:454] conv6_interp_conv6_interp_0_split <- conv6_interp
I1107 03:45:11.960453  1839 net.cpp:411] conv6_interp_conv6_interp_0_split -> conv6_interp_conv6_interp_0_split_0
I1107 03:45:11.960459  1839 net.cpp:411] conv6_interp_conv6_interp_0_split -> conv6_interp_conv6_interp_0_split_1
I1107 03:45:11.960501  1839 net.cpp:150] Setting up conv6_interp_conv6_interp_0_split
I1107 03:45:11.960506  1839 net.cpp:157] Top shape: 2 21 377 377 (5969418)
I1107 03:45:11.960510  1839 net.cpp:157] Top shape: 2 21 377 377 (5969418)
I1107 03:45:11.960512  1839 net.cpp:165] Memory required for data: 5585608120
I1107 03:45:11.960515  1839 layer_factory.hpp:77] Creating layer loss
I1107 03:45:11.960525  1839 net.cpp:106] Creating Layer loss
I1107 03:45:11.960527  1839 net.cpp:454] loss <- conv6_interp_conv6_interp_0_split_0
I1107 03:45:11.960532  1839 net.cpp:454] loss <- label_data_1_split_0
I1107 03:45:11.960537  1839 net.cpp:411] loss -> loss
I1107 03:45:11.960549  1839 layer_factory.hpp:77] Creating layer loss
I1107 03:45:11.974957  1839 net.cpp:150] Setting up loss
I1107 03:45:11.974985  1839 net.cpp:157] Top shape: (1)
I1107 03:45:11.974987  1839 net.cpp:160]     with loss weight 1
I1107 03:45:11.975016  1839 net.cpp:165] Memory required for data: 5585608124
I1107 03:45:11.975021  1839 layer_factory.hpp:77] Creating layer accuracy
I1107 03:45:11.975036  1839 net.cpp:106] Creating Layer accuracy
I1107 03:45:11.975041  1839 net.cpp:454] accuracy <- conv6_interp_conv6_interp_0_split_1
I1107 03:45:11.975049  1839 net.cpp:454] accuracy <- label_data_1_split_1
I1107 03:45:11.975056  1839 net.cpp:411] accuracy -> accuracy
I1107 03:45:11.975106  1839 net.cpp:150] Setting up accuracy
I1107 03:45:11.975112  1839 net.cpp:157] Top shape: 1 1 1 3 (3)
I1107 03:45:11.975114  1839 net.cpp:165] Memory required for data: 5585608136
I1107 03:45:11.975117  1839 net.cpp:228] accuracy does not need backward computation.
I1107 03:45:11.975122  1839 net.cpp:226] loss needs backward computation.
I1107 03:45:11.975127  1839 net.cpp:226] conv6_interp_conv6_interp_0_split needs backward computation.
I1107 03:45:11.975131  1839 net.cpp:226] conv6_interp needs backward computation.
I1107 03:45:11.975133  1839 net.cpp:226] conv6 needs backward computation.
I1107 03:45:11.975138  1839 net.cpp:226] conv5_4/dropout needs backward computation.
I1107 03:45:11.975141  1839 net.cpp:226] conv5_4/relu needs backward computation.
I1107 03:45:11.975143  1839 net.cpp:226] conv5_4/bn needs backward computation.
I1107 03:45:11.975147  1839 net.cpp:226] conv5_4 needs backward computation.
I1107 03:45:11.975150  1839 net.cpp:226] conv5_3_concat needs backward computation.
I1107 03:45:11.975155  1839 net.cpp:226] conv5_3_pool6_interp needs backward computation.
I1107 03:45:11.975159  1839 net.cpp:226] conv5_3_pool6_conv/relu needs backward computation.
I1107 03:45:11.975162  1839 net.cpp:226] conv5_3_pool6_conv/bn needs backward computation.
I1107 03:45:11.975167  1839 net.cpp:226] conv5_3_pool6_conv needs backward computation.
I1107 03:45:11.975169  1839 net.cpp:226] conv5_3_pool6 needs backward computation.
I1107 03:45:11.975173  1839 net.cpp:226] conv5_3_pool3_interp needs backward computation.
I1107 03:45:11.975177  1839 net.cpp:226] conv5_3_pool3_conv/relu needs backward computation.
I1107 03:45:11.975180  1839 net.cpp:226] conv5_3_pool3_conv/bn needs backward computation.
I1107 03:45:11.975183  1839 net.cpp:226] conv5_3_pool3_conv needs backward computation.
I1107 03:45:11.975186  1839 net.cpp:226] conv5_3_pool3 needs backward computation.
I1107 03:45:11.975189  1839 net.cpp:226] conv5_3_pool2_interp needs backward computation.
I1107 03:45:11.975193  1839 net.cpp:226] conv5_3_pool2_conv/relu needs backward computation.
I1107 03:45:11.975196  1839 net.cpp:226] conv5_3_pool2_conv/bn needs backward computation.
I1107 03:45:11.975199  1839 net.cpp:226] conv5_3_pool2_conv needs backward computation.
I1107 03:45:11.975203  1839 net.cpp:226] conv5_3_pool2 needs backward computation.
I1107 03:45:11.975206  1839 net.cpp:226] conv5_3_pool1_interp needs backward computation.
I1107 03:45:11.975230  1839 net.cpp:226] conv5_3_pool1_conv/relu needs backward computation.
I1107 03:45:11.975234  1839 net.cpp:226] conv5_3_pool1_conv/bn needs backward computation.
I1107 03:45:11.975236  1839 net.cpp:226] conv5_3_pool1_conv needs backward computation.
I1107 03:45:11.975242  1839 net.cpp:226] conv5_3_pool1 needs backward computation.
I1107 03:45:11.975246  1839 net.cpp:226] conv5_3_conv5_3/relu_0_split needs backward computation.
I1107 03:45:11.975250  1839 net.cpp:226] conv5_3/relu needs backward computation.
I1107 03:45:11.975252  1839 net.cpp:226] conv5_3 needs backward computation.
I1107 03:45:11.975257  1839 net.cpp:226] conv5_3_1x1_increase/bn needs backward computation.
I1107 03:45:11.975261  1839 net.cpp:226] conv5_3_1x1_increase needs backward computation.
I1107 03:45:11.975265  1839 net.cpp:226] conv5_3_3x3/relu needs backward computation.
I1107 03:45:11.975268  1839 net.cpp:226] conv5_3_3x3/bn needs backward computation.
I1107 03:45:11.975271  1839 net.cpp:226] conv5_3_3x3 needs backward computation.
I1107 03:45:11.975275  1839 net.cpp:226] conv5_3_1x1_reduce/relu needs backward computation.
I1107 03:45:11.975278  1839 net.cpp:226] conv5_3_1x1_reduce/bn needs backward computation.
I1107 03:45:11.975281  1839 net.cpp:226] conv5_3_1x1_reduce needs backward computation.
I1107 03:45:11.975286  1839 net.cpp:226] conv5_2_conv5_2/relu_0_split needs backward computation.
I1107 03:45:11.975288  1839 net.cpp:226] conv5_2/relu needs backward computation.
I1107 03:45:11.975291  1839 net.cpp:226] conv5_2 needs backward computation.
I1107 03:45:11.975296  1839 net.cpp:226] conv5_2_1x1_increase/bn needs backward computation.
I1107 03:45:11.975301  1839 net.cpp:226] conv5_2_1x1_increase needs backward computation.
I1107 03:45:11.975303  1839 net.cpp:226] conv5_2_3x3/relu needs backward computation.
I1107 03:45:11.975306  1839 net.cpp:226] conv5_2_3x3/bn needs backward computation.
I1107 03:45:11.975309  1839 net.cpp:226] conv5_2_3x3 needs backward computation.
I1107 03:45:11.975314  1839 net.cpp:226] conv5_2_1x1_reduce/relu needs backward computation.
I1107 03:45:11.975317  1839 net.cpp:226] conv5_2_1x1_reduce/bn needs backward computation.
I1107 03:45:11.975322  1839 net.cpp:226] conv5_2_1x1_reduce needs backward computation.
I1107 03:45:11.975324  1839 net.cpp:226] conv5_1_conv5_1/relu_0_split needs backward computation.
I1107 03:45:11.975328  1839 net.cpp:226] conv5_1/relu needs backward computation.
I1107 03:45:11.975332  1839 net.cpp:226] conv5_1 needs backward computation.
I1107 03:45:11.975335  1839 net.cpp:226] conv5_1_1x1_proj/bn needs backward computation.
I1107 03:45:11.975338  1839 net.cpp:226] conv5_1_1x1_proj needs backward computation.
I1107 03:45:11.975342  1839 net.cpp:226] conv5_1_1x1_increase/bn needs backward computation.
I1107 03:45:11.975347  1839 net.cpp:226] conv5_1_1x1_increase needs backward computation.
I1107 03:45:11.975349  1839 net.cpp:226] conv5_1_3x3/relu needs backward computation.
I1107 03:45:11.975353  1839 net.cpp:226] conv5_1_3x3/bn needs backward computation.
I1107 03:45:11.975355  1839 net.cpp:226] conv5_1_3x3 needs backward computation.
I1107 03:45:11.975359  1839 net.cpp:226] conv5_1_1x1_reduce/relu needs backward computation.
I1107 03:45:11.975363  1839 net.cpp:226] conv5_1_1x1_reduce/bn needs backward computation.
I1107 03:45:11.975365  1839 net.cpp:226] conv5_1_1x1_reduce needs backward computation.
I1107 03:45:11.975369  1839 net.cpp:226] conv4_23_conv4_23/relu_0_split needs backward computation.
I1107 03:45:11.975373  1839 net.cpp:226] conv4_23/relu needs backward computation.
I1107 03:45:11.975375  1839 net.cpp:226] conv4_23 needs backward computation.
I1107 03:45:11.975379  1839 net.cpp:226] conv4_23_1x1_increase/bn needs backward computation.
I1107 03:45:11.975383  1839 net.cpp:226] conv4_23_1x1_increase needs backward computation.
I1107 03:45:11.975388  1839 net.cpp:226] conv4_23_3x3/relu needs backward computation.
I1107 03:45:11.975390  1839 net.cpp:226] conv4_23_3x3/bn needs backward computation.
I1107 03:45:11.975394  1839 net.cpp:226] conv4_23_3x3 needs backward computation.
I1107 03:45:11.975402  1839 net.cpp:226] conv4_23_1x1_reduce/relu needs backward computation.
I1107 03:45:11.975406  1839 net.cpp:226] conv4_23_1x1_reduce/bn needs backward computation.
I1107 03:45:11.975409  1839 net.cpp:226] conv4_23_1x1_reduce needs backward computation.
I1107 03:45:11.975412  1839 net.cpp:226] conv4_22_conv4_22/relu_0_split needs backward computation.
I1107 03:45:11.975416  1839 net.cpp:226] conv4_22/relu needs backward computation.
I1107 03:45:11.975419  1839 net.cpp:226] conv4_22 needs backward computation.
I1107 03:45:11.975423  1839 net.cpp:226] conv4_22_1x1_increase/bn needs backward computation.
I1107 03:45:11.975426  1839 net.cpp:226] conv4_22_1x1_increase needs backward computation.
I1107 03:45:11.975430  1839 net.cpp:226] conv4_22_3x3/relu needs backward computation.
I1107 03:45:11.975433  1839 net.cpp:226] conv4_22_3x3/bn needs backward computation.
I1107 03:45:11.975436  1839 net.cpp:226] conv4_22_3x3 needs backward computation.
I1107 03:45:11.975440  1839 net.cpp:226] conv4_22_1x1_reduce/relu needs backward computation.
I1107 03:45:11.975445  1839 net.cpp:226] conv4_22_1x1_reduce/bn needs backward computation.
I1107 03:45:11.975446  1839 net.cpp:226] conv4_22_1x1_reduce needs backward computation.
I1107 03:45:11.975450  1839 net.cpp:226] conv4_21_conv4_21/relu_0_split needs backward computation.
I1107 03:45:11.975453  1839 net.cpp:226] conv4_21/relu needs backward computation.
I1107 03:45:11.975457  1839 net.cpp:226] conv4_21 needs backward computation.
I1107 03:45:11.975461  1839 net.cpp:226] conv4_21_1x1_increase/bn needs backward computation.
I1107 03:45:11.975464  1839 net.cpp:226] conv4_21_1x1_increase needs backward computation.
I1107 03:45:11.975467  1839 net.cpp:226] conv4_21_3x3/relu needs backward computation.
I1107 03:45:11.975471  1839 net.cpp:226] conv4_21_3x3/bn needs backward computation.
I1107 03:45:11.975474  1839 net.cpp:226] conv4_21_3x3 needs backward computation.
I1107 03:45:11.975477  1839 net.cpp:226] conv4_21_1x1_reduce/relu needs backward computation.
I1107 03:45:11.975481  1839 net.cpp:226] conv4_21_1x1_reduce/bn needs backward computation.
I1107 03:45:11.975484  1839 net.cpp:226] conv4_21_1x1_reduce needs backward computation.
I1107 03:45:11.975487  1839 net.cpp:226] conv4_20_conv4_20/relu_0_split needs backward computation.
I1107 03:45:11.975492  1839 net.cpp:226] conv4_20/relu needs backward computation.
I1107 03:45:11.975495  1839 net.cpp:226] conv4_20 needs backward computation.
I1107 03:45:11.975499  1839 net.cpp:226] conv4_20_1x1_increase/bn needs backward computation.
I1107 03:45:11.975502  1839 net.cpp:226] conv4_20_1x1_increase needs backward computation.
I1107 03:45:11.975507  1839 net.cpp:226] conv4_20_3x3/relu needs backward computation.
I1107 03:45:11.975509  1839 net.cpp:226] conv4_20_3x3/bn needs backward computation.
I1107 03:45:11.975513  1839 net.cpp:226] conv4_20_3x3 needs backward computation.
I1107 03:45:11.975517  1839 net.cpp:226] conv4_20_1x1_reduce/relu needs backward computation.
I1107 03:45:11.975519  1839 net.cpp:226] conv4_20_1x1_reduce/bn needs backward computation.
I1107 03:45:11.975522  1839 net.cpp:226] conv4_20_1x1_reduce needs backward computation.
I1107 03:45:11.975527  1839 net.cpp:226] conv4_19_conv4_19/relu_0_split needs backward computation.
I1107 03:45:11.975529  1839 net.cpp:226] conv4_19/relu needs backward computation.
I1107 03:45:11.975533  1839 net.cpp:226] conv4_19 needs backward computation.
I1107 03:45:11.975536  1839 net.cpp:226] conv4_19_1x1_increase/bn needs backward computation.
I1107 03:45:11.975540  1839 net.cpp:226] conv4_19_1x1_increase needs backward computation.
I1107 03:45:11.975543  1839 net.cpp:226] conv4_19_3x3/relu needs backward computation.
I1107 03:45:11.975546  1839 net.cpp:226] conv4_19_3x3/bn needs backward computation.
I1107 03:45:11.975549  1839 net.cpp:226] conv4_19_3x3 needs backward computation.
I1107 03:45:11.975553  1839 net.cpp:226] conv4_19_1x1_reduce/relu needs backward computation.
I1107 03:45:11.975555  1839 net.cpp:226] conv4_19_1x1_reduce/bn needs backward computation.
I1107 03:45:11.975565  1839 net.cpp:226] conv4_19_1x1_reduce needs backward computation.
I1107 03:45:11.975569  1839 net.cpp:226] conv4_18_conv4_18/relu_0_split needs backward computation.
I1107 03:45:11.975574  1839 net.cpp:226] conv4_18/relu needs backward computation.
I1107 03:45:11.975576  1839 net.cpp:226] conv4_18 needs backward computation.
I1107 03:45:11.975580  1839 net.cpp:226] conv4_18_1x1_increase/bn needs backward computation.
I1107 03:45:11.975582  1839 net.cpp:226] conv4_18_1x1_increase needs backward computation.
I1107 03:45:11.975587  1839 net.cpp:226] conv4_18_3x3/relu needs backward computation.
I1107 03:45:11.975590  1839 net.cpp:226] conv4_18_3x3/bn needs backward computation.
I1107 03:45:11.975594  1839 net.cpp:226] conv4_18_3x3 needs backward computation.
I1107 03:45:11.975596  1839 net.cpp:226] conv4_18_1x1_reduce/relu needs backward computation.
I1107 03:45:11.975600  1839 net.cpp:226] conv4_18_1x1_reduce/bn needs backward computation.
I1107 03:45:11.975603  1839 net.cpp:226] conv4_18_1x1_reduce needs backward computation.
I1107 03:45:11.975606  1839 net.cpp:226] conv4_17_conv4_17/relu_0_split needs backward computation.
I1107 03:45:11.975610  1839 net.cpp:226] conv4_17/relu needs backward computation.
I1107 03:45:11.975613  1839 net.cpp:226] conv4_17 needs backward computation.
I1107 03:45:11.975617  1839 net.cpp:226] conv4_17_1x1_increase/bn needs backward computation.
I1107 03:45:11.975620  1839 net.cpp:226] conv4_17_1x1_increase needs backward computation.
I1107 03:45:11.975623  1839 net.cpp:226] conv4_17_3x3/relu needs backward computation.
I1107 03:45:11.975627  1839 net.cpp:226] conv4_17_3x3/bn needs backward computation.
I1107 03:45:11.975630  1839 net.cpp:226] conv4_17_3x3 needs backward computation.
I1107 03:45:11.975633  1839 net.cpp:226] conv4_17_1x1_reduce/relu needs backward computation.
I1107 03:45:11.975636  1839 net.cpp:226] conv4_17_1x1_reduce/bn needs backward computation.
I1107 03:45:11.975639  1839 net.cpp:226] conv4_17_1x1_reduce needs backward computation.
I1107 03:45:11.975643  1839 net.cpp:226] conv4_16_conv4_16/relu_0_split needs backward computation.
I1107 03:45:11.975646  1839 net.cpp:226] conv4_16/relu needs backward computation.
I1107 03:45:11.975649  1839 net.cpp:226] conv4_16 needs backward computation.
I1107 03:45:11.975653  1839 net.cpp:226] conv4_16_1x1_increase/bn needs backward computation.
I1107 03:45:11.975656  1839 net.cpp:226] conv4_16_1x1_increase needs backward computation.
I1107 03:45:11.975661  1839 net.cpp:226] conv4_16_3x3/relu needs backward computation.
I1107 03:45:11.975663  1839 net.cpp:226] conv4_16_3x3/bn needs backward computation.
I1107 03:45:11.975666  1839 net.cpp:226] conv4_16_3x3 needs backward computation.
I1107 03:45:11.975669  1839 net.cpp:226] conv4_16_1x1_reduce/relu needs backward computation.
I1107 03:45:11.975672  1839 net.cpp:226] conv4_16_1x1_reduce/bn needs backward computation.
I1107 03:45:11.975675  1839 net.cpp:226] conv4_16_1x1_reduce needs backward computation.
I1107 03:45:11.975679  1839 net.cpp:226] conv4_15_conv4_15/relu_0_split needs backward computation.
I1107 03:45:11.975682  1839 net.cpp:226] conv4_15/relu needs backward computation.
I1107 03:45:11.975685  1839 net.cpp:226] conv4_15 needs backward computation.
I1107 03:45:11.975689  1839 net.cpp:226] conv4_15_1x1_increase/bn needs backward computation.
I1107 03:45:11.975693  1839 net.cpp:226] conv4_15_1x1_increase needs backward computation.
I1107 03:45:11.975695  1839 net.cpp:226] conv4_15_3x3/relu needs backward computation.
I1107 03:45:11.975698  1839 net.cpp:226] conv4_15_3x3/bn needs backward computation.
I1107 03:45:11.975702  1839 net.cpp:226] conv4_15_3x3 needs backward computation.
I1107 03:45:11.975705  1839 net.cpp:226] conv4_15_1x1_reduce/relu needs backward computation.
I1107 03:45:11.975708  1839 net.cpp:226] conv4_15_1x1_reduce/bn needs backward computation.
I1107 03:45:11.975711  1839 net.cpp:226] conv4_15_1x1_reduce needs backward computation.
I1107 03:45:11.975714  1839 net.cpp:226] conv4_14_conv4_14/relu_0_split needs backward computation.
I1107 03:45:11.975724  1839 net.cpp:226] conv4_14/relu needs backward computation.
I1107 03:45:11.975728  1839 net.cpp:226] conv4_14 needs backward computation.
I1107 03:45:11.975733  1839 net.cpp:226] conv4_14_1x1_increase/bn needs backward computation.
I1107 03:45:11.975736  1839 net.cpp:226] conv4_14_1x1_increase needs backward computation.
I1107 03:45:11.975740  1839 net.cpp:226] conv4_14_3x3/relu needs backward computation.
I1107 03:45:11.975744  1839 net.cpp:226] conv4_14_3x3/bn needs backward computation.
I1107 03:45:11.975746  1839 net.cpp:226] conv4_14_3x3 needs backward computation.
I1107 03:45:11.975749  1839 net.cpp:226] conv4_14_1x1_reduce/relu needs backward computation.
I1107 03:45:11.975754  1839 net.cpp:226] conv4_14_1x1_reduce/bn needs backward computation.
I1107 03:45:11.975756  1839 net.cpp:226] conv4_14_1x1_reduce needs backward computation.
I1107 03:45:11.975760  1839 net.cpp:226] conv4_13_conv4_13/relu_0_split needs backward computation.
I1107 03:45:11.975764  1839 net.cpp:226] conv4_13/relu needs backward computation.
I1107 03:45:11.975766  1839 net.cpp:226] conv4_13 needs backward computation.
I1107 03:45:11.975770  1839 net.cpp:226] conv4_13_1x1_increase/bn needs backward computation.
I1107 03:45:11.975774  1839 net.cpp:226] conv4_13_1x1_increase needs backward computation.
I1107 03:45:11.975776  1839 net.cpp:226] conv4_13_3x3/relu needs backward computation.
I1107 03:45:11.975780  1839 net.cpp:226] conv4_13_3x3/bn needs backward computation.
I1107 03:45:11.975782  1839 net.cpp:226] conv4_13_3x3 needs backward computation.
I1107 03:45:11.975785  1839 net.cpp:226] conv4_13_1x1_reduce/relu needs backward computation.
I1107 03:45:11.975788  1839 net.cpp:226] conv4_13_1x1_reduce/bn needs backward computation.
I1107 03:45:11.975792  1839 net.cpp:226] conv4_13_1x1_reduce needs backward computation.
I1107 03:45:11.975795  1839 net.cpp:226] conv4_12_conv4_12/relu_0_split needs backward computation.
I1107 03:45:11.975798  1839 net.cpp:226] conv4_12/relu needs backward computation.
I1107 03:45:11.975801  1839 net.cpp:226] conv4_12 needs backward computation.
I1107 03:45:11.975805  1839 net.cpp:226] conv4_12_1x1_increase/bn needs backward computation.
I1107 03:45:11.975809  1839 net.cpp:226] conv4_12_1x1_increase needs backward computation.
I1107 03:45:11.975812  1839 net.cpp:226] conv4_12_3x3/relu needs backward computation.
I1107 03:45:11.975816  1839 net.cpp:226] conv4_12_3x3/bn needs backward computation.
I1107 03:45:11.975818  1839 net.cpp:226] conv4_12_3x3 needs backward computation.
I1107 03:45:11.975821  1839 net.cpp:226] conv4_12_1x1_reduce/relu needs backward computation.
I1107 03:45:11.975824  1839 net.cpp:226] conv4_12_1x1_reduce/bn needs backward computation.
I1107 03:45:11.975827  1839 net.cpp:226] conv4_12_1x1_reduce needs backward computation.
I1107 03:45:11.975831  1839 net.cpp:226] conv4_11_conv4_11/relu_0_split needs backward computation.
I1107 03:45:11.975834  1839 net.cpp:226] conv4_11/relu needs backward computation.
I1107 03:45:11.975837  1839 net.cpp:226] conv4_11 needs backward computation.
I1107 03:45:11.975845  1839 net.cpp:226] conv4_11_1x1_increase/bn needs backward computation.
I1107 03:45:11.975849  1839 net.cpp:226] conv4_11_1x1_increase needs backward computation.
I1107 03:45:11.975852  1839 net.cpp:226] conv4_11_3x3/relu needs backward computation.
I1107 03:45:11.975855  1839 net.cpp:226] conv4_11_3x3/bn needs backward computation.
I1107 03:45:11.975858  1839 net.cpp:226] conv4_11_3x3 needs backward computation.
I1107 03:45:11.975862  1839 net.cpp:226] conv4_11_1x1_reduce/relu needs backward computation.
I1107 03:45:11.975865  1839 net.cpp:226] conv4_11_1x1_reduce/bn needs backward computation.
I1107 03:45:11.975867  1839 net.cpp:226] conv4_11_1x1_reduce needs backward computation.
I1107 03:45:11.975872  1839 net.cpp:226] conv4_10_conv4_10/relu_0_split needs backward computation.
I1107 03:45:11.975874  1839 net.cpp:226] conv4_10/relu needs backward computation.
I1107 03:45:11.975878  1839 net.cpp:226] conv4_10 needs backward computation.
I1107 03:45:11.975881  1839 net.cpp:226] conv4_10_1x1_increase/bn needs backward computation.
I1107 03:45:11.975890  1839 net.cpp:226] conv4_10_1x1_increase needs backward computation.
I1107 03:45:11.975894  1839 net.cpp:226] conv4_10_3x3/relu needs backward computation.
I1107 03:45:11.975898  1839 net.cpp:226] conv4_10_3x3/bn needs backward computation.
I1107 03:45:11.975900  1839 net.cpp:226] conv4_10_3x3 needs backward computation.
I1107 03:45:11.975903  1839 net.cpp:226] conv4_10_1x1_reduce/relu needs backward computation.
I1107 03:45:11.975908  1839 net.cpp:226] conv4_10_1x1_reduce/bn needs backward computation.
I1107 03:45:11.975910  1839 net.cpp:226] conv4_10_1x1_reduce needs backward computation.
I1107 03:45:11.975914  1839 net.cpp:226] conv4_9_conv4_9/relu_0_split needs backward computation.
I1107 03:45:11.975917  1839 net.cpp:226] conv4_9/relu needs backward computation.
I1107 03:45:11.975921  1839 net.cpp:226] conv4_9 needs backward computation.
I1107 03:45:11.975925  1839 net.cpp:226] conv4_9_1x1_increase/bn needs backward computation.
I1107 03:45:11.975929  1839 net.cpp:226] conv4_9_1x1_increase needs backward computation.
I1107 03:45:11.975931  1839 net.cpp:226] conv4_9_3x3/relu needs backward computation.
I1107 03:45:11.975935  1839 net.cpp:226] conv4_9_3x3/bn needs backward computation.
I1107 03:45:11.975939  1839 net.cpp:226] conv4_9_3x3 needs backward computation.
I1107 03:45:11.975941  1839 net.cpp:226] conv4_9_1x1_reduce/relu needs backward computation.
I1107 03:45:11.975944  1839 net.cpp:226] conv4_9_1x1_reduce/bn needs backward computation.
I1107 03:45:11.975949  1839 net.cpp:226] conv4_9_1x1_reduce needs backward computation.
I1107 03:45:11.975951  1839 net.cpp:226] conv4_8_conv4_8/relu_0_split needs backward computation.
I1107 03:45:11.975955  1839 net.cpp:226] conv4_8/relu needs backward computation.
I1107 03:45:11.975958  1839 net.cpp:226] conv4_8 needs backward computation.
I1107 03:45:11.975962  1839 net.cpp:226] conv4_8_1x1_increase/bn needs backward computation.
I1107 03:45:11.975965  1839 net.cpp:226] conv4_8_1x1_increase needs backward computation.
I1107 03:45:11.975970  1839 net.cpp:226] conv4_8_3x3/relu needs backward computation.
I1107 03:45:11.975972  1839 net.cpp:226] conv4_8_3x3/bn needs backward computation.
I1107 03:45:11.975976  1839 net.cpp:226] conv4_8_3x3 needs backward computation.
I1107 03:45:11.975980  1839 net.cpp:226] conv4_8_1x1_reduce/relu needs backward computation.
I1107 03:45:11.975982  1839 net.cpp:226] conv4_8_1x1_reduce/bn needs backward computation.
I1107 03:45:11.975986  1839 net.cpp:226] conv4_8_1x1_reduce needs backward computation.
I1107 03:45:11.975991  1839 net.cpp:226] conv4_7_conv4_7/relu_0_split needs backward computation.
I1107 03:45:11.975994  1839 net.cpp:226] conv4_7/relu needs backward computation.
I1107 03:45:11.975997  1839 net.cpp:226] conv4_7 needs backward computation.
I1107 03:45:11.976001  1839 net.cpp:226] conv4_7_1x1_increase/bn needs backward computation.
I1107 03:45:11.976004  1839 net.cpp:226] conv4_7_1x1_increase needs backward computation.
I1107 03:45:11.976007  1839 net.cpp:226] conv4_7_3x3/relu needs backward computation.
I1107 03:45:11.976011  1839 net.cpp:226] conv4_7_3x3/bn needs backward computation.
I1107 03:45:11.976013  1839 net.cpp:226] conv4_7_3x3 needs backward computation.
I1107 03:45:11.976017  1839 net.cpp:226] conv4_7_1x1_reduce/relu needs backward computation.
I1107 03:45:11.976020  1839 net.cpp:226] conv4_7_1x1_reduce/bn needs backward computation.
I1107 03:45:11.976023  1839 net.cpp:226] conv4_7_1x1_reduce needs backward computation.
I1107 03:45:11.976027  1839 net.cpp:226] conv4_6_conv4_6/relu_0_split needs backward computation.
I1107 03:45:11.976030  1839 net.cpp:226] conv4_6/relu needs backward computation.
I1107 03:45:11.976032  1839 net.cpp:226] conv4_6 needs backward computation.
I1107 03:45:11.976037  1839 net.cpp:226] conv4_6_1x1_increase/bn needs backward computation.
I1107 03:45:11.976039  1839 net.cpp:226] conv4_6_1x1_increase needs backward computation.
I1107 03:45:11.976043  1839 net.cpp:226] conv4_6_3x3/relu needs backward computation.
I1107 03:45:11.976052  1839 net.cpp:226] conv4_6_3x3/bn needs backward computation.
I1107 03:45:11.976054  1839 net.cpp:226] conv4_6_3x3 needs backward computation.
I1107 03:45:11.976058  1839 net.cpp:226] conv4_6_1x1_reduce/relu needs backward computation.
I1107 03:45:11.976061  1839 net.cpp:226] conv4_6_1x1_reduce/bn needs backward computation.
I1107 03:45:11.976064  1839 net.cpp:226] conv4_6_1x1_reduce needs backward computation.
I1107 03:45:11.976068  1839 net.cpp:226] conv4_5_conv4_5/relu_0_split needs backward computation.
I1107 03:45:11.976070  1839 net.cpp:226] conv4_5/relu needs backward computation.
I1107 03:45:11.976074  1839 net.cpp:226] conv4_5 needs backward computation.
I1107 03:45:11.976078  1839 net.cpp:226] conv4_5_1x1_increase/bn needs backward computation.
I1107 03:45:11.976081  1839 net.cpp:226] conv4_5_1x1_increase needs backward computation.
I1107 03:45:11.976084  1839 net.cpp:226] conv4_5_3x3/relu needs backward computation.
I1107 03:45:11.976089  1839 net.cpp:226] conv4_5_3x3/bn needs backward computation.
I1107 03:45:11.976092  1839 net.cpp:226] conv4_5_3x3 needs backward computation.
I1107 03:45:11.976095  1839 net.cpp:226] conv4_5_1x1_reduce/relu needs backward computation.
I1107 03:45:11.976099  1839 net.cpp:226] conv4_5_1x1_reduce/bn needs backward computation.
I1107 03:45:11.976102  1839 net.cpp:226] conv4_5_1x1_reduce needs backward computation.
I1107 03:45:11.976105  1839 net.cpp:226] conv4_4_conv4_4/relu_0_split needs backward computation.
I1107 03:45:11.976109  1839 net.cpp:226] conv4_4/relu needs backward computation.
I1107 03:45:11.976111  1839 net.cpp:226] conv4_4 needs backward computation.
I1107 03:45:11.976115  1839 net.cpp:226] conv4_4_1x1_increase/bn needs backward computation.
I1107 03:45:11.976119  1839 net.cpp:226] conv4_4_1x1_increase needs backward computation.
I1107 03:45:11.976121  1839 net.cpp:226] conv4_4_3x3/relu needs backward computation.
I1107 03:45:11.976125  1839 net.cpp:226] conv4_4_3x3/bn needs backward computation.
I1107 03:45:11.976128  1839 net.cpp:226] conv4_4_3x3 needs backward computation.
I1107 03:45:11.976132  1839 net.cpp:226] conv4_4_1x1_reduce/relu needs backward computation.
I1107 03:45:11.976135  1839 net.cpp:226] conv4_4_1x1_reduce/bn needs backward computation.
I1107 03:45:11.976138  1839 net.cpp:226] conv4_4_1x1_reduce needs backward computation.
I1107 03:45:11.976142  1839 net.cpp:226] conv4_3_conv4_3/relu_0_split needs backward computation.
I1107 03:45:11.976145  1839 net.cpp:226] conv4_3/relu needs backward computation.
I1107 03:45:11.976148  1839 net.cpp:226] conv4_3 needs backward computation.
I1107 03:45:11.976152  1839 net.cpp:226] conv4_3_1x1_increase/bn needs backward computation.
I1107 03:45:11.976155  1839 net.cpp:226] conv4_3_1x1_increase needs backward computation.
I1107 03:45:11.976158  1839 net.cpp:226] conv4_3_3x3/relu needs backward computation.
I1107 03:45:11.976161  1839 net.cpp:226] conv4_3_3x3/bn needs backward computation.
I1107 03:45:11.976164  1839 net.cpp:226] conv4_3_3x3 needs backward computation.
I1107 03:45:11.976168  1839 net.cpp:226] conv4_3_1x1_reduce/relu needs backward computation.
I1107 03:45:11.976171  1839 net.cpp:226] conv4_3_1x1_reduce/bn needs backward computation.
I1107 03:45:11.976174  1839 net.cpp:226] conv4_3_1x1_reduce needs backward computation.
I1107 03:45:11.976177  1839 net.cpp:226] conv4_2_conv4_2/relu_0_split needs backward computation.
I1107 03:45:11.976181  1839 net.cpp:226] conv4_2/relu needs backward computation.
I1107 03:45:11.976184  1839 net.cpp:226] conv4_2 needs backward computation.
I1107 03:45:11.976188  1839 net.cpp:226] conv4_2_1x1_increase/bn needs backward computation.
I1107 03:45:11.976192  1839 net.cpp:226] conv4_2_1x1_increase needs backward computation.
I1107 03:45:11.976197  1839 net.cpp:226] conv4_2_3x3/relu needs backward computation.
I1107 03:45:11.976199  1839 net.cpp:226] conv4_2_3x3/bn needs backward computation.
I1107 03:45:11.976202  1839 net.cpp:226] conv4_2_3x3 needs backward computation.
I1107 03:45:11.976205  1839 net.cpp:226] conv4_2_1x1_reduce/relu needs backward computation.
I1107 03:45:11.976213  1839 net.cpp:226] conv4_2_1x1_reduce/bn needs backward computation.
I1107 03:45:11.976217  1839 net.cpp:226] conv4_2_1x1_reduce needs backward computation.
I1107 03:45:11.976220  1839 net.cpp:226] conv4_1_conv4_1/relu_0_split needs backward computation.
I1107 03:45:11.976223  1839 net.cpp:226] conv4_1/relu needs backward computation.
I1107 03:45:11.976227  1839 net.cpp:226] conv4_1 needs backward computation.
I1107 03:45:11.976233  1839 net.cpp:226] conv4_1_1x1_proj/bn needs backward computation.
I1107 03:45:11.976236  1839 net.cpp:226] conv4_1_1x1_proj needs backward computation.
I1107 03:45:11.976240  1839 net.cpp:226] conv4_1_1x1_increase/bn needs backward computation.
I1107 03:45:11.976244  1839 net.cpp:226] conv4_1_1x1_increase needs backward computation.
I1107 03:45:11.976248  1839 net.cpp:226] conv4_1_3x3/relu needs backward computation.
I1107 03:45:11.976250  1839 net.cpp:226] conv4_1_3x3/bn needs backward computation.
I1107 03:45:11.976253  1839 net.cpp:226] conv4_1_3x3 needs backward computation.
I1107 03:45:11.976258  1839 net.cpp:226] conv4_1_1x1_reduce/relu needs backward computation.
I1107 03:45:11.976260  1839 net.cpp:226] conv4_1_1x1_reduce/bn needs backward computation.
I1107 03:45:11.976263  1839 net.cpp:226] conv4_1_1x1_reduce needs backward computation.
I1107 03:45:11.976266  1839 net.cpp:226] conv3_4_conv3_4/relu_0_split needs backward computation.
I1107 03:45:11.976270  1839 net.cpp:226] conv3_4/relu needs backward computation.
I1107 03:45:11.976274  1839 net.cpp:226] conv3_4 needs backward computation.
I1107 03:45:11.976277  1839 net.cpp:226] conv3_4_1x1_increase/bn needs backward computation.
I1107 03:45:11.976280  1839 net.cpp:226] conv3_4_1x1_increase needs backward computation.
I1107 03:45:11.976284  1839 net.cpp:226] conv3_4_3x3/relu needs backward computation.
I1107 03:45:11.976287  1839 net.cpp:226] conv3_4_3x3/bn needs backward computation.
I1107 03:45:11.976290  1839 net.cpp:226] conv3_4_3x3 needs backward computation.
I1107 03:45:11.976294  1839 net.cpp:226] conv3_4_1x1_reduce/relu needs backward computation.
I1107 03:45:11.976299  1839 net.cpp:226] conv3_4_1x1_reduce/bn needs backward computation.
I1107 03:45:11.976301  1839 net.cpp:226] conv3_4_1x1_reduce needs backward computation.
I1107 03:45:11.976305  1839 net.cpp:226] conv3_3_conv3_3/relu_0_split needs backward computation.
I1107 03:45:11.976307  1839 net.cpp:226] conv3_3/relu needs backward computation.
I1107 03:45:11.976311  1839 net.cpp:226] conv3_3 needs backward computation.
I1107 03:45:11.976315  1839 net.cpp:226] conv3_3_1x1_increase/bn needs backward computation.
I1107 03:45:11.976318  1839 net.cpp:226] conv3_3_1x1_increase needs backward computation.
I1107 03:45:11.976321  1839 net.cpp:226] conv3_3_3x3/relu needs backward computation.
I1107 03:45:11.976325  1839 net.cpp:226] conv3_3_3x3/bn needs backward computation.
I1107 03:45:11.976328  1839 net.cpp:226] conv3_3_3x3 needs backward computation.
I1107 03:45:11.976331  1839 net.cpp:226] conv3_3_1x1_reduce/relu needs backward computation.
I1107 03:45:11.976335  1839 net.cpp:226] conv3_3_1x1_reduce/bn needs backward computation.
I1107 03:45:11.976338  1839 net.cpp:226] conv3_3_1x1_reduce needs backward computation.
I1107 03:45:11.976341  1839 net.cpp:226] conv3_2_conv3_2/relu_0_split needs backward computation.
I1107 03:45:11.976344  1839 net.cpp:226] conv3_2/relu needs backward computation.
I1107 03:45:11.976347  1839 net.cpp:226] conv3_2 needs backward computation.
I1107 03:45:11.976351  1839 net.cpp:226] conv3_2_1x1_increase/bn needs backward computation.
I1107 03:45:11.976354  1839 net.cpp:226] conv3_2_1x1_increase needs backward computation.
I1107 03:45:11.976358  1839 net.cpp:226] conv3_2_3x3/relu needs backward computation.
I1107 03:45:11.976361  1839 net.cpp:226] conv3_2_3x3/bn needs backward computation.
I1107 03:45:11.976364  1839 net.cpp:226] conv3_2_3x3 needs backward computation.
I1107 03:45:11.976367  1839 net.cpp:226] conv3_2_1x1_reduce/relu needs backward computation.
I1107 03:45:11.976371  1839 net.cpp:226] conv3_2_1x1_reduce/bn needs backward computation.
I1107 03:45:11.976378  1839 net.cpp:226] conv3_2_1x1_reduce needs backward computation.
I1107 03:45:11.976382  1839 net.cpp:226] conv3_1_conv3_1/relu_0_split needs backward computation.
I1107 03:45:11.976385  1839 net.cpp:226] conv3_1/relu needs backward computation.
I1107 03:45:11.976388  1839 net.cpp:226] conv3_1 needs backward computation.
I1107 03:45:11.976392  1839 net.cpp:226] conv3_1_1x1_proj/bn needs backward computation.
I1107 03:45:11.976400  1839 net.cpp:226] conv3_1_1x1_proj needs backward computation.
I1107 03:45:11.976403  1839 net.cpp:226] conv3_1_1x1_increase/bn needs backward computation.
I1107 03:45:11.976408  1839 net.cpp:226] conv3_1_1x1_increase needs backward computation.
I1107 03:45:11.976410  1839 net.cpp:226] conv3_1_3x3/relu needs backward computation.
I1107 03:45:11.976414  1839 net.cpp:226] conv3_1_3x3/bn needs backward computation.
I1107 03:45:11.976418  1839 net.cpp:226] conv3_1_3x3 needs backward computation.
I1107 03:45:11.976420  1839 net.cpp:226] conv3_1_1x1_reduce/relu needs backward computation.
I1107 03:45:11.976423  1839 net.cpp:226] conv3_1_1x1_reduce/bn needs backward computation.
I1107 03:45:11.976428  1839 net.cpp:226] conv3_1_1x1_reduce needs backward computation.
I1107 03:45:11.976430  1839 net.cpp:226] conv2_3_conv2_3/relu_0_split needs backward computation.
I1107 03:45:11.976433  1839 net.cpp:226] conv2_3/relu needs backward computation.
I1107 03:45:11.976438  1839 net.cpp:226] conv2_3 needs backward computation.
I1107 03:45:11.976441  1839 net.cpp:226] conv2_3_1x1_increase/bn needs backward computation.
I1107 03:45:11.976444  1839 net.cpp:226] conv2_3_1x1_increase needs backward computation.
I1107 03:45:11.976449  1839 net.cpp:226] conv2_3_3x3/relu needs backward computation.
I1107 03:45:11.976451  1839 net.cpp:226] conv2_3_3x3/bn needs backward computation.
I1107 03:45:11.976455  1839 net.cpp:226] conv2_3_3x3 needs backward computation.
I1107 03:45:11.976459  1839 net.cpp:226] conv2_3_1x1_reduce/relu needs backward computation.
I1107 03:45:11.976461  1839 net.cpp:226] conv2_3_1x1_reduce/bn needs backward computation.
I1107 03:45:11.976464  1839 net.cpp:226] conv2_3_1x1_reduce needs backward computation.
I1107 03:45:11.976469  1839 net.cpp:226] conv2_2_conv2_2/relu_0_split needs backward computation.
I1107 03:45:11.976472  1839 net.cpp:226] conv2_2/relu needs backward computation.
I1107 03:45:11.976475  1839 net.cpp:226] conv2_2 needs backward computation.
I1107 03:45:11.976480  1839 net.cpp:226] conv2_2_1x1_increase/bn needs backward computation.
I1107 03:45:11.976485  1839 net.cpp:226] conv2_2_1x1_increase needs backward computation.
I1107 03:45:11.976487  1839 net.cpp:226] conv2_2_3x3/relu needs backward computation.
I1107 03:45:11.976490  1839 net.cpp:226] conv2_2_3x3/bn needs backward computation.
I1107 03:45:11.976493  1839 net.cpp:226] conv2_2_3x3 needs backward computation.
I1107 03:45:11.976497  1839 net.cpp:226] conv2_2_1x1_reduce/relu needs backward computation.
I1107 03:45:11.976500  1839 net.cpp:226] conv2_2_1x1_reduce/bn needs backward computation.
I1107 03:45:11.976505  1839 net.cpp:226] conv2_2_1x1_reduce needs backward computation.
I1107 03:45:11.976507  1839 net.cpp:226] conv2_1_conv2_1/relu_0_split needs backward computation.
I1107 03:45:11.976511  1839 net.cpp:226] conv2_1/relu needs backward computation.
I1107 03:45:11.976514  1839 net.cpp:226] conv2_1 needs backward computation.
I1107 03:45:11.976518  1839 net.cpp:226] conv2_1_1x1_proj/bn needs backward computation.
I1107 03:45:11.976521  1839 net.cpp:226] conv2_1_1x1_proj needs backward computation.
I1107 03:45:11.976526  1839 net.cpp:226] conv2_1_1x1_increase/bn needs backward computation.
I1107 03:45:11.976528  1839 net.cpp:226] conv2_1_1x1_increase needs backward computation.
I1107 03:45:11.976532  1839 net.cpp:226] conv2_1_3x3/relu needs backward computation.
I1107 03:45:11.976536  1839 net.cpp:226] conv2_1_3x3/bn needs backward computation.
I1107 03:45:11.976538  1839 net.cpp:226] conv2_1_3x3 needs backward computation.
I1107 03:45:11.976542  1839 net.cpp:226] conv2_1_1x1_reduce/relu needs backward computation.
I1107 03:45:11.976550  1839 net.cpp:226] conv2_1_1x1_reduce/bn needs backward computation.
I1107 03:45:11.976553  1839 net.cpp:226] conv2_1_1x1_reduce needs backward computation.
I1107 03:45:11.976557  1839 net.cpp:226] pool1_3x3_s2_pool1_3x3_s2_0_split needs backward computation.
I1107 03:45:11.976560  1839 net.cpp:226] pool1_3x3_s2 needs backward computation.
I1107 03:45:11.976563  1839 net.cpp:226] conv1_3_3x3/relu needs backward computation.
I1107 03:45:11.976567  1839 net.cpp:226] conv1_3_3x3/bn needs backward computation.
I1107 03:45:11.976570  1839 net.cpp:226] conv1_3_3x3 needs backward computation.
I1107 03:45:11.976573  1839 net.cpp:226] conv1_2_3x3/relu needs backward computation.
I1107 03:45:11.976577  1839 net.cpp:226] conv1_2_3x3/bn needs backward computation.
I1107 03:45:11.976579  1839 net.cpp:226] conv1_2_3x3 needs backward computation.
I1107 03:45:11.976583  1839 net.cpp:226] conv1_1_3x3_s2/relu needs backward computation.
I1107 03:45:11.976586  1839 net.cpp:226] conv1_1_3x3_s2/bn needs backward computation.
I1107 03:45:11.976589  1839 net.cpp:226] conv1_1_3x3_s2 needs backward computation.
I1107 03:45:11.976593  1839 net.cpp:228] label_data_1_split does not need backward computation.
I1107 03:45:11.976598  1839 net.cpp:228] data does not need backward computation.
I1107 03:45:11.976600  1839 net.cpp:270] This network produces output accuracy
I1107 03:45:11.976603  1839 net.cpp:270] This network produces output loss
I1107 03:45:11.976912  1839 net.cpp:283] Network initialization done.
I1107 03:45:11.978030  1839 solver.cpp:60] Solver scaffolding done.
I1107 03:45:11.996269  1839 caffe.cpp:129] Finetuning from pspnet101_VOC2012.caffemodel
I1107 03:45:12.172453  1839 net.cpp:816] Ignoring source layer label_gather
I1107 03:45:12.226970  1839 net.cpp:816] Ignoring source layer conv6_gather
I1107 03:45:12.226992  1839 net.cpp:816] Ignoring source layer conv6_gather_conv6_gather_0_split
I1107 03:45:12.226996  1839 net.cpp:816] Ignoring source layer label_shrink
I1107 03:45:12.226999  1839 net.cpp:816] Ignoring source layer label_shrink_label_shrink_0_split
I1107 03:45:12.227003  1839 net.cpp:816] Ignoring source layer conv4_24
I1107 03:45:12.227007  1839 net.cpp:816] Ignoring source layer conv4_24/bn
I1107 03:45:12.227010  1839 net.cpp:816] Ignoring source layer conv4_24/relu
I1107 03:45:12.227015  1839 net.cpp:816] Ignoring source layer conv4_24/dropout
I1107 03:45:12.227017  1839 net.cpp:816] Ignoring source layer conv6_1
I1107 03:45:12.227021  1839 net.cpp:816] Ignoring source layer conv6_1_gather
I1107 03:45:12.227025  1839 net.cpp:816] Ignoring source layer loss_1
I1107 03:45:12.232096  1839 caffe.cpp:219] Starting Optimization
I1107 03:45:12.232108  1839 solver.cpp:280] Solving pspnet101_VOC2012
I1107 03:45:12.232112  1839 solver.cpp:281] Learning Rate Policy: poly
I1107 03:45:13.812932  1839 solver.cpp:229] Iteration 0, loss = 4.85107
I1107 03:45:13.812983  1839 solver.cpp:245]     Train net output #0: accuracy = 0.497635
I1107 03:45:13.812993  1839 solver.cpp:245]     Train net output #1: accuracy = 0.333333
I1107 03:45:13.812996  1839 solver.cpp:245]     Train net output #2: accuracy = 0.665935
I1107 03:45:13.813005  1839 solver.cpp:245]     Train net output #3: loss = 4.85107 (* 1 = 4.85107 loss)
I1107 03:45:13.813024  1839 sgd_solver.cpp:106] Iteration 0, lr = 1e-05
I1107 03:47:39.631433  1839 solver.cpp:229] Iteration 100, loss = 1.15482
I1107 03:47:39.631580  1839 solver.cpp:245]     Train net output #0: accuracy = 0.685879
I1107 03:47:39.631589  1839 solver.cpp:245]     Train net output #1: accuracy = 0.55482
I1107 03:47:39.631593  1839 solver.cpp:245]     Train net output #2: accuracy = 0.777986
I1107 03:47:39.631603  1839 solver.cpp:245]     Train net output #3: loss = 1.15482 (* 1 = 1.15482 loss)
I1107 03:47:39.631613  1839 sgd_solver.cpp:106] Iteration 100, lr = 1e-05
I1107 03:50:05.436218  1839 solver.cpp:229] Iteration 200, loss = 0.573468
I1107 03:50:05.436381  1839 solver.cpp:245]     Train net output #0: accuracy = 0.823954
I1107 03:50:05.436391  1839 solver.cpp:245]     Train net output #1: accuracy = 0.707466
I1107 03:50:05.436396  1839 solver.cpp:245]     Train net output #2: accuracy = 0.621746
I1107 03:50:05.436405  1839 solver.cpp:245]     Train net output #3: loss = 0.573467 (* 1 = 0.573467 loss)
I1107 03:50:05.436414  1839 sgd_solver.cpp:106] Iteration 200, lr = 1e-05
I1107 03:52:31.370801  1839 solver.cpp:229] Iteration 300, loss = 1.03039
I1107 03:52:31.370939  1839 solver.cpp:245]     Train net output #0: accuracy = 0.897383
I1107 03:52:31.370950  1839 solver.cpp:245]     Train net output #1: accuracy = 0.66033
I1107 03:52:31.370954  1839 solver.cpp:245]     Train net output #2: accuracy = 0.664689
I1107 03:52:31.370964  1839 solver.cpp:245]     Train net output #3: loss = 1.03039 (* 1 = 1.03039 loss)
I1107 03:52:31.370972  1839 sgd_solver.cpp:106] Iteration 300, lr = 1e-05
I1107 03:54:57.143100  1839 solver.cpp:229] Iteration 400, loss = 0.615043
I1107 03:54:57.143237  1839 solver.cpp:245]     Train net output #0: accuracy = 0.813725
I1107 03:54:57.143247  1839 solver.cpp:245]     Train net output #1: accuracy = 0.347395
I1107 03:54:57.143252  1839 solver.cpp:245]     Train net output #2: accuracy = 0.668461
I1107 03:54:57.143261  1839 solver.cpp:245]     Train net output #3: loss = 0.615042 (* 1 = 0.615042 loss)
I1107 03:54:57.143268  1839 sgd_solver.cpp:106] Iteration 400, lr = 1e-05
I1107 03:57:22.938046  1839 solver.cpp:229] Iteration 500, loss = 0.494334
I1107 03:57:22.938179  1839 solver.cpp:245]     Train net output #0: accuracy = 0.978821
I1107 03:57:22.938189  1839 solver.cpp:245]     Train net output #1: accuracy = 0.947017
I1107 03:57:22.938194  1839 solver.cpp:245]     Train net output #2: accuracy = 0.706293
I1107 03:57:22.938202  1839 solver.cpp:245]     Train net output #3: loss = 0.494333 (* 1 = 0.494333 loss)
I1107 03:57:22.938212  1839 sgd_solver.cpp:106] Iteration 500, lr = 1e-05
I1107 03:59:48.795743  1839 solver.cpp:229] Iteration 600, loss = 0.598631
I1107 03:59:48.795868  1839 solver.cpp:245]     Train net output #0: accuracy = 0.724378
I1107 03:59:48.795877  1839 solver.cpp:245]     Train net output #1: accuracy = 0.508621
I1107 03:59:48.795882  1839 solver.cpp:245]     Train net output #2: accuracy = 0.786531
I1107 03:59:48.795891  1839 solver.cpp:245]     Train net output #3: loss = 0.598631 (* 1 = 0.598631 loss)
I1107 03:59:48.795898  1839 sgd_solver.cpp:106] Iteration 600, lr = 1e-05
I1107 04:02:14.572096  1839 solver.cpp:229] Iteration 700, loss = 1.74181
I1107 04:02:14.572227  1839 solver.cpp:245]     Train net output #0: accuracy = 0.509166
I1107 04:02:14.572237  1839 solver.cpp:245]     Train net output #1: accuracy = 0.262001
I1107 04:02:14.572240  1839 solver.cpp:245]     Train net output #2: accuracy = 0.56112
I1107 04:02:14.572249  1839 solver.cpp:245]     Train net output #3: loss = 1.74181 (* 1 = 1.74181 loss)
I1107 04:02:14.572258  1839 sgd_solver.cpp:106] Iteration 700, lr = 1e-05
I1107 04:04:40.310688  1839 solver.cpp:229] Iteration 800, loss = 0.301653
I1107 04:04:40.310822  1839 solver.cpp:245]     Train net output #0: accuracy = 0.995542
I1107 04:04:40.310832  1839 solver.cpp:245]     Train net output #1: accuracy = 0.852193
I1107 04:04:40.310835  1839 solver.cpp:245]     Train net output #2: accuracy = 0.78835
I1107 04:04:40.310845  1839 solver.cpp:245]     Train net output #3: loss = 0.301652 (* 1 = 0.301652 loss)
I1107 04:04:40.310853  1839 sgd_solver.cpp:106] Iteration 800, lr = 1e-05
I1107 04:07:05.941438  1839 solver.cpp:229] Iteration 900, loss = 1.19943
I1107 04:07:05.941571  1839 solver.cpp:245]     Train net output #0: accuracy = 0.744784
I1107 04:07:05.941581  1839 solver.cpp:245]     Train net output #1: accuracy = 0.657668
I1107 04:07:05.941586  1839 solver.cpp:245]     Train net output #2: accuracy = 0.706491
I1107 04:07:05.941594  1839 solver.cpp:245]     Train net output #3: loss = 1.19943 (* 1 = 1.19943 loss)
I1107 04:07:05.941603  1839 sgd_solver.cpp:106] Iteration 900, lr = 1e-05
I1107 04:09:31.652285  1839 solver.cpp:229] Iteration 1000, loss = 0.55587
I1107 04:09:31.652437  1839 solver.cpp:245]     Train net output #0: accuracy = 0.9478
I1107 04:09:31.652447  1839 solver.cpp:245]     Train net output #1: accuracy = 0.63341
I1107 04:09:31.652451  1839 solver.cpp:245]     Train net output #2: accuracy = 0.65897
I1107 04:09:31.652460  1839 solver.cpp:245]     Train net output #3: loss = 0.555869 (* 1 = 0.555869 loss)
I1107 04:09:31.652469  1839 sgd_solver.cpp:106] Iteration 1000, lr = 1e-05
I1107 04:11:57.425837  1839 solver.cpp:229] Iteration 1100, loss = 0.897806
I1107 04:11:57.425976  1839 solver.cpp:245]     Train net output #0: accuracy = 0.71602
I1107 04:11:57.425984  1839 solver.cpp:245]     Train net output #1: accuracy = 0.78414
I1107 04:11:57.425988  1839 solver.cpp:245]     Train net output #2: accuracy = 0.62748
I1107 04:11:57.425997  1839 solver.cpp:245]     Train net output #3: loss = 0.897804 (* 1 = 0.897804 loss)
I1107 04:11:57.426007  1839 sgd_solver.cpp:106] Iteration 1100, lr = 1e-05
I1107 04:14:23.186528  1839 solver.cpp:229] Iteration 1200, loss = 1.26473
I1107 04:14:23.186646  1839 solver.cpp:245]     Train net output #0: accuracy = 0.529195
I1107 04:14:23.186657  1839 solver.cpp:245]     Train net output #1: accuracy = 0.682666
I1107 04:14:23.186661  1839 solver.cpp:245]     Train net output #2: accuracy = 0.664192
I1107 04:14:23.186671  1839 solver.cpp:245]     Train net output #3: loss = 1.26472 (* 1 = 1.26472 loss)
I1107 04:14:23.186678  1839 sgd_solver.cpp:106] Iteration 1200, lr = 1e-05
I1107 04:16:49.058172  1839 solver.cpp:229] Iteration 1300, loss = 0.518221
I1107 04:16:49.058301  1839 solver.cpp:245]     Train net output #0: accuracy = 0.860503
I1107 04:16:49.058311  1839 solver.cpp:245]     Train net output #1: accuracy = 0.679293
I1107 04:16:49.058315  1839 solver.cpp:245]     Train net output #2: accuracy = 0.619813
I1107 04:16:49.058324  1839 solver.cpp:245]     Train net output #3: loss = 0.518219 (* 1 = 0.518219 loss)
I1107 04:16:49.058332  1839 sgd_solver.cpp:106] Iteration 1300, lr = 1e-05
I1107 04:19:14.687085  1839 solver.cpp:229] Iteration 1400, loss = 0.203023
I1107 04:19:14.687212  1839 solver.cpp:245]     Train net output #0: accuracy = 0.990394
I1107 04:19:14.687222  1839 solver.cpp:245]     Train net output #1: accuracy = 0.987537
I1107 04:19:14.687227  1839 solver.cpp:245]     Train net output #2: accuracy = 0.854364
I1107 04:19:14.687235  1839 solver.cpp:245]     Train net output #3: loss = 0.203021 (* 1 = 0.203021 loss)
I1107 04:19:14.687243  1839 sgd_solver.cpp:106] Iteration 1400, lr = 1e-05
I1107 04:21:40.499296  1839 solver.cpp:229] Iteration 1500, loss = 0.106439
I1107 04:21:40.499456  1839 solver.cpp:245]     Train net output #0: accuracy = 0.996602
I1107 04:21:40.499466  1839 solver.cpp:245]     Train net output #1: accuracy = 0.995817
I1107 04:21:40.499470  1839 solver.cpp:245]     Train net output #2: accuracy = 0.95149
I1107 04:21:40.499480  1839 solver.cpp:245]     Train net output #3: loss = 0.106437 (* 1 = 0.106437 loss)
I1107 04:21:40.499490  1839 sgd_solver.cpp:106] Iteration 1500, lr = 1e-05
I1107 04:24:06.235224  1839 solver.cpp:229] Iteration 1600, loss = 2.09537
I1107 04:24:06.235354  1839 solver.cpp:245]     Train net output #0: accuracy = 0.436191
I1107 04:24:06.235364  1839 solver.cpp:245]     Train net output #1: accuracy = 0.620069
I1107 04:24:06.235368  1839 solver.cpp:245]     Train net output #2: accuracy = 0.774841
I1107 04:24:06.235378  1839 solver.cpp:245]     Train net output #3: loss = 2.09536 (* 1 = 2.09536 loss)
I1107 04:24:06.235386  1839 sgd_solver.cpp:106] Iteration 1600, lr = 1e-05
I1107 04:26:31.961184  1839 solver.cpp:229] Iteration 1700, loss = 1.26375
I1107 04:26:31.961302  1839 solver.cpp:245]     Train net output #0: accuracy = 0.518925
I1107 04:26:31.961311  1839 solver.cpp:245]     Train net output #1: accuracy = 0.49594
I1107 04:26:31.961314  1839 solver.cpp:245]     Train net output #2: accuracy = 0.713887
I1107 04:26:31.961323  1839 solver.cpp:245]     Train net output #3: loss = 1.26375 (* 1 = 1.26375 loss)
I1107 04:26:31.961333  1839 sgd_solver.cpp:106] Iteration 1700, lr = 1e-05
I1107 04:28:57.633898  1839 solver.cpp:229] Iteration 1800, loss = 0.350001
I1107 04:28:57.634055  1839 solver.cpp:245]     Train net output #0: accuracy = 0.916613
I1107 04:28:57.634065  1839 solver.cpp:245]     Train net output #1: accuracy = 0.916437
I1107 04:28:57.634069  1839 solver.cpp:245]     Train net output #2: accuracy = 0.74476
I1107 04:28:57.634078  1839 solver.cpp:245]     Train net output #3: loss = 0.349999 (* 1 = 0.349999 loss)
I1107 04:28:57.634086  1839 sgd_solver.cpp:106] Iteration 1800, lr = 1e-05
I1107 04:31:23.209722  1839 solver.cpp:229] Iteration 1900, loss = 1.95126
I1107 04:31:23.209864  1839 solver.cpp:245]     Train net output #0: accuracy = 0.36784
I1107 04:31:23.209874  1839 solver.cpp:245]     Train net output #1: accuracy = 0.443353
I1107 04:31:23.209878  1839 solver.cpp:245]     Train net output #2: accuracy = 0.82427
I1107 04:31:23.209888  1839 solver.cpp:245]     Train net output #3: loss = 1.95126 (* 1 = 1.95126 loss)
I1107 04:31:23.209897  1839 sgd_solver.cpp:106] Iteration 1900, lr = 1e-05
I1107 04:33:47.800496  1839 solver.cpp:456] Snapshotting to binary proto file jobs/pascal_voc/pspnet101_default/snapshots/pspnet101_default_iter_2000.caffemodel
I1107 04:33:49.031447  1839 sgd_solver.cpp:273] Snapshotting solver state to binary proto file jobs/pascal_voc/pspnet101_default/snapshots/pspnet101_default_iter_2000.solverstate
I1107 04:33:50.649751  1839 solver.cpp:229] Iteration 2000, loss = 1.23319
I1107 04:33:50.649806  1839 solver.cpp:245]     Train net output #0: accuracy = 0.795486
I1107 04:33:50.649813  1839 solver.cpp:245]     Train net output #1: accuracy = 0.865025
I1107 04:33:50.649816  1839 solver.cpp:245]     Train net output #2: accuracy = 0.850209
I1107 04:33:50.649827  1839 solver.cpp:245]     Train net output #3: loss = 1.23319 (* 1 = 1.23319 loss)
I1107 04:33:50.649835  1839 sgd_solver.cpp:106] Iteration 2000, lr = 1e-05
I1107 04:36:17.615499  1839 solver.cpp:229] Iteration 2100, loss = 0.73671
I1107 04:36:17.615619  1839 solver.cpp:245]     Train net output #0: accuracy = 0.763287
I1107 04:36:17.615629  1839 solver.cpp:245]     Train net output #1: accuracy = 0.686514
I1107 04:36:17.615633  1839 solver.cpp:245]     Train net output #2: accuracy = 0.763886
I1107 04:36:17.615643  1839 solver.cpp:245]     Train net output #3: loss = 0.736708 (* 1 = 0.736708 loss)
I1107 04:36:17.615650  1839 sgd_solver.cpp:106] Iteration 2100, lr = 1e-05
I1107 04:38:44.555109  1839 solver.cpp:229] Iteration 2200, loss = 1.30342
I1107 04:38:44.555227  1839 solver.cpp:245]     Train net output #0: accuracy = 0.598948
I1107 04:38:44.555238  1839 solver.cpp:245]     Train net output #1: accuracy = 0.664012
I1107 04:38:44.555241  1839 solver.cpp:245]     Train net output #2: accuracy = 0.856126
I1107 04:38:44.555250  1839 solver.cpp:245]     Train net output #3: loss = 1.30342 (* 1 = 1.30342 loss)
I1107 04:38:44.555258  1839 sgd_solver.cpp:106] Iteration 2200, lr = 1e-05
I1107 04:41:11.445360  1839 solver.cpp:229] Iteration 2300, loss = 0.0181345
I1107 04:41:11.445493  1839 solver.cpp:245]     Train net output #0: accuracy = 0.994901
I1107 04:41:11.445503  1839 solver.cpp:245]     Train net output #1: accuracy = 0.995813
I1107 04:41:11.445508  1839 solver.cpp:245]     Train net output #2: accuracy = 0.998133
I1107 04:41:11.445516  1839 solver.cpp:245]     Train net output #3: loss = 0.0181325 (* 1 = 0.0181325 loss)
I1107 04:41:11.445524  1839 sgd_solver.cpp:106] Iteration 2300, lr = 1e-05
I1107 04:43:38.430969  1839 solver.cpp:229] Iteration 2400, loss = 1.42724
I1107 04:43:38.431097  1839 solver.cpp:245]     Train net output #0: accuracy = 0.513411
I1107 04:43:38.431107  1839 solver.cpp:245]     Train net output #1: accuracy = 0.561481
I1107 04:43:38.431110  1839 solver.cpp:245]     Train net output #2: accuracy = 0.774365
I1107 04:43:38.431118  1839 solver.cpp:245]     Train net output #3: loss = 1.42723 (* 1 = 1.42723 loss)
I1107 04:43:38.431128  1839 sgd_solver.cpp:106] Iteration 2400, lr = 1e-05
I1107 04:46:05.381817  1839 solver.cpp:229] Iteration 2500, loss = 0.511021
I1107 04:46:05.381983  1839 solver.cpp:245]     Train net output #0: accuracy = 0.869476
I1107 04:46:05.381992  1839 solver.cpp:245]     Train net output #1: accuracy = 0.916931
I1107 04:46:05.381996  1839 solver.cpp:245]     Train net output #2: accuracy = 0.97198
I1107 04:46:05.382006  1839 solver.cpp:245]     Train net output #3: loss = 0.511019 (* 1 = 0.511019 loss)
I1107 04:46:05.382014  1839 sgd_solver.cpp:106] Iteration 2500, lr = 1e-05
I1107 04:48:32.259447  1839 solver.cpp:229] Iteration 2600, loss = 0.266351
I1107 04:48:32.259591  1839 solver.cpp:245]     Train net output #0: accuracy = 0.903871
I1107 04:48:32.259601  1839 solver.cpp:245]     Train net output #1: accuracy = 0.800255
I1107 04:48:32.259604  1839 solver.cpp:245]     Train net output #2: accuracy = 0.807245
I1107 04:48:32.259613  1839 solver.cpp:245]     Train net output #3: loss = 0.266349 (* 1 = 0.266349 loss)
I1107 04:48:32.259624  1839 sgd_solver.cpp:106] Iteration 2600, lr = 1e-05
I1107 04:50:59.258144  1839 solver.cpp:229] Iteration 2700, loss = 0.0507212
I1107 04:50:59.258333  1839 solver.cpp:245]     Train net output #0: accuracy = 0.993662
I1107 04:50:59.258343  1839 solver.cpp:245]     Train net output #1: accuracy = 0.994895
I1107 04:50:59.258347  1839 solver.cpp:245]     Train net output #2: accuracy = 0.950603
I1107 04:50:59.258357  1839 solver.cpp:245]     Train net output #3: loss = 0.0507196 (* 1 = 0.0507196 loss)
I1107 04:50:59.258364  1839 sgd_solver.cpp:106] Iteration 2700, lr = 1e-05
I1107 04:53:26.209404  1839 solver.cpp:229] Iteration 2800, loss = 0.0342966
I1107 04:53:26.209537  1839 solver.cpp:245]     Train net output #0: accuracy = 0.997216
I1107 04:53:26.209547  1839 solver.cpp:245]     Train net output #1: accuracy = 0.998366
I1107 04:53:26.209550  1839 solver.cpp:245]     Train net output #2: accuracy = 0.999214
I1107 04:53:26.209559  1839 solver.cpp:245]     Train net output #3: loss = 0.0342951 (* 1 = 0.0342951 loss)
I1107 04:53:26.209568  1839 sgd_solver.cpp:106] Iteration 2800, lr = 1e-05
I1107 04:55:53.170826  1839 solver.cpp:229] Iteration 2900, loss = 1.11622
I1107 04:55:53.170945  1839 solver.cpp:245]     Train net output #0: accuracy = 0.373037
I1107 04:55:53.170955  1839 solver.cpp:245]     Train net output #1: accuracy = 0.533056
I1107 04:55:53.170959  1839 solver.cpp:245]     Train net output #2: accuracy = 0.759688
I1107 04:55:53.170967  1839 solver.cpp:245]     Train net output #3: loss = 1.11622 (* 1 = 1.11622 loss)
I1107 04:55:53.170976  1839 sgd_solver.cpp:106] Iteration 2900, lr = 1e-05
I1107 04:58:20.150626  1839 solver.cpp:229] Iteration 3000, loss = 1.34842
I1107 04:58:20.150754  1839 solver.cpp:245]     Train net output #0: accuracy = 0.639745
I1107 04:58:20.150763  1839 solver.cpp:245]     Train net output #1: accuracy = 0.665285
I1107 04:58:20.150768  1839 solver.cpp:245]     Train net output #2: accuracy = 0.74447
I1107 04:58:20.150776  1839 solver.cpp:245]     Train net output #3: loss = 1.34842 (* 1 = 1.34842 loss)
I1107 04:58:20.150785  1839 sgd_solver.cpp:106] Iteration 3000, lr = 1e-05
I1107 05:00:47.220360  1839 solver.cpp:229] Iteration 3100, loss = 0.155467
I1107 05:00:47.220480  1839 solver.cpp:245]     Train net output #0: accuracy = 0.991984
I1107 05:00:47.220490  1839 solver.cpp:245]     Train net output #1: accuracy = 0.893204
I1107 05:00:47.220494  1839 solver.cpp:245]     Train net output #2: accuracy = 0.977402
I1107 05:00:47.220504  1839 solver.cpp:245]     Train net output #3: loss = 0.155466 (* 1 = 0.155466 loss)
I1107 05:00:47.220512  1839 sgd_solver.cpp:106] Iteration 3100, lr = 1e-05
I1107 05:03:14.107642  1839 solver.cpp:229] Iteration 3200, loss = 1.79036
I1107 05:03:14.107774  1839 solver.cpp:245]     Train net output #0: accuracy = 0.213049
I1107 05:03:14.107784  1839 solver.cpp:245]     Train net output #1: accuracy = 0.364829
I1107 05:03:14.107787  1839 solver.cpp:245]     Train net output #2: accuracy = 0.668831
I1107 05:03:14.107795  1839 solver.cpp:245]     Train net output #3: loss = 1.79036 (* 1 = 1.79036 loss)
I1107 05:03:14.107805  1839 sgd_solver.cpp:106] Iteration 3200, lr = 1e-05
I1107 05:05:41.122532  1839 solver.cpp:229] Iteration 3300, loss = 0.219414
I1107 05:05:41.122699  1839 solver.cpp:245]     Train net output #0: accuracy = 0.903975
I1107 05:05:41.122709  1839 solver.cpp:245]     Train net output #1: accuracy = 0.867821
I1107 05:05:41.122714  1839 solver.cpp:245]     Train net output #2: accuracy = 0.981164
I1107 05:05:41.122722  1839 solver.cpp:245]     Train net output #3: loss = 0.219413 (* 1 = 0.219413 loss)
I1107 05:05:41.122730  1839 sgd_solver.cpp:106] Iteration 3300, lr = 1e-05
I1107 05:08:07.917109  1839 solver.cpp:229] Iteration 3400, loss = 0.432812
I1107 05:08:07.917253  1839 solver.cpp:245]     Train net output #0: accuracy = 0.850778
I1107 05:08:07.917263  1839 solver.cpp:245]     Train net output #1: accuracy = 0.825923
I1107 05:08:07.917266  1839 solver.cpp:245]     Train net output #2: accuracy = 0.873868
I1107 05:08:07.917274  1839 solver.cpp:245]     Train net output #3: loss = 0.432812 (* 1 = 0.432812 loss)
I1107 05:08:07.917284  1839 sgd_solver.cpp:106] Iteration 3400, lr = 1e-05
I1107 05:10:34.872648  1839 solver.cpp:229] Iteration 3500, loss = 0.573027
I1107 05:10:34.872776  1839 solver.cpp:245]     Train net output #0: accuracy = 0.783391
I1107 05:10:34.872786  1839 solver.cpp:245]     Train net output #1: accuracy = 0.664529
I1107 05:10:34.872790  1839 solver.cpp:245]     Train net output #2: accuracy = 0.618633
I1107 05:10:34.872798  1839 solver.cpp:245]     Train net output #3: loss = 0.573027 (* 1 = 0.573027 loss)
I1107 05:10:34.872807  1839 sgd_solver.cpp:106] Iteration 3500, lr = 1e-05
I1107 05:13:01.772198  1839 solver.cpp:229] Iteration 3600, loss = 0.0437702
I1107 05:13:01.772347  1839 solver.cpp:245]     Train net output #0: accuracy = 0.987687
I1107 05:13:01.772357  1839 solver.cpp:245]     Train net output #1: accuracy = 0.990606
I1107 05:13:01.772361  1839 solver.cpp:245]     Train net output #2: accuracy = 0.996309
I1107 05:13:01.772369  1839 solver.cpp:245]     Train net output #3: loss = 0.0437695 (* 1 = 0.0437695 loss)
I1107 05:13:01.772378  1839 sgd_solver.cpp:106] Iteration 3600, lr = 1e-05
I1107 05:15:28.722012  1839 solver.cpp:229] Iteration 3700, loss = 0.0311115
I1107 05:15:28.722158  1839 solver.cpp:245]     Train net output #0: accuracy = 0.996487
I1107 05:15:28.722168  1839 solver.cpp:245]     Train net output #1: accuracy = 0.994245
I1107 05:15:28.722172  1839 solver.cpp:245]     Train net output #2: accuracy = 0.998865
I1107 05:15:28.722182  1839 solver.cpp:245]     Train net output #3: loss = 0.0311104 (* 1 = 0.0311104 loss)
I1107 05:15:28.722189  1839 sgd_solver.cpp:106] Iteration 3700, lr = 1e-05
I1107 05:17:55.647794  1839 solver.cpp:229] Iteration 3800, loss = 2.59274
I1107 05:17:55.647878  1839 solver.cpp:245]     Train net output #0: accuracy = 0.54445
I1107 05:17:55.647887  1839 solver.cpp:245]     Train net output #1: accuracy = 0.595973
I1107 05:17:55.647891  1839 solver.cpp:245]     Train net output #2: accuracy = 0.733632
I1107 05:17:55.647899  1839 solver.cpp:245]     Train net output #3: loss = 2.59274 (* 1 = 2.59274 loss)
I1107 05:17:55.647908  1839 sgd_solver.cpp:106] Iteration 3800, lr = 1e-05