nohup.out

I0228 11:22:49.153978  9652 _caffe.cpp:64] Using devices [0, 1]
I0228 11:22:51.336315  9676 solver.cpp:44] Initializing solver from parameters: 
test_iter: 1000
test_interval: 20000000
base_lr: 0.001
display: 10
max_iter: 360000
lr_policy: "step"
gamma: 0.2
momentum: 0.9
weight_decay: 0.0005
stepsize: 270000
snapshot: 800
snapshot_prefix: "/core1/data/home/shizhan/jiahuan/siamese_shelf/res50/models/resnet50_magic_loss"
solver_mode: GPU
net: "/core1/data/home/shizhan/jiahuan/siamese_shelf/res50/models/res50_multigpu_new.prototxt"
test_initialization: false
average_loss: 10
iter_size: 1
layer_wise_reduce: false
I0228 11:22:51.337740  9676 solver.cpp:87] Creating training net from net file: /core1/data/home/shizhan/jiahuan/siamese_shelf/res50/models/res50_multigpu_new.prototxt
I0228 11:22:51.345896  9676 upgrade_proto.cpp:77] Attempting to upgrade batch norm layers using deprecated params: /core1/data/home/shizhan/jiahuan/siamese_shelf/res50/models/res50_multigpu_new.prototxt
I0228 11:22:51.346010  9676 upgrade_proto.cpp:80] Successfully upgraded batch norm layers using deprecated params.
I0228 11:22:51.351166  9676 net.cpp:51] Initializing net from parameters: 
name: "ResNet-50"
state {
  phase: TRAIN
}
layer {
  name: "data"
  type: "Python"
  top: "pairs"
  python_param {
    module: "datalayer"
    layer: "DataLayerWLoss"
  }
}
layer {
  name: "slice"
  type: "Slice"
  bottom: "pairs"
  top: "data"
  top: "data_p"
  slice_param {
    slice_point: 3
    axis: 1
  }
}
layer {
  name: "conv1"
  type: "Convolution"
  bottom: "data"
  top: "conv1"
  param {
    name: "conv1_w"
    lr_mult: 1
  }
  param {
    name: "conv1_b"
    lr_mult: 2
  }
  convolution_param {
    num_output: 64
    pad: 3
    kernel_size: 7
    stride: 2
  }
}
layer {
  name: "bn_conv1"
  type: "BatchNorm"
  bottom: "conv1"
  top: "conv1"
  param {
    name: "bn_conv1_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn_conv1_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn_conv1_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale_conv1"
  type: "Scale"
  bottom: "conv1"
  top: "conv1"
  param {
    name: "scale_conv1_alpha"
  }
  param {
    name: "scale_conv1_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "conv1_relu"
  type: "ReLU"
  bottom: "conv1"
  top: "conv1"
}
layer {
  name: "pool1"
  type: "Pooling"
  bottom: "conv1"
  top: "pool1"
  pooling_param {
    pool: MAX
    kernel_size: 3
    stride: 2
  }
}
layer {
  name: "res2a_branch1"
  type: "Convolution"
  bottom: "pool1"
  top: "res2a_branch1"
  param {
    name: "res2a_branch1_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn2a_branch1"
  type: "BatchNorm"
  bottom: "res2a_branch1"
  top: "res2a_branch1"
  param {
    name: "bn2a_branch1_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2a_branch1_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2a_branch1_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale2a_branch1"
  type: "Scale"
  bottom: "res2a_branch1"
  top: "res2a_branch1"
  param {
    name: "scale2a_branch1_alpha"
  }
  param {
    name: "scale2a_branch1_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res2a_branch2a"
  type: "Convolution"
  bottom: "pool1"
  top: "res2a_branch2a"
  param {
    name: "res2a_branch2a_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 64
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn2a_branch2a"
  type: "BatchNorm"
  bottom: "res2a_branch2a"
  top: "res2a_branch2a"
  param {
    name: "bn2a_branch2a_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2a_branch2a_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2a_branch2a_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale2a_branch2a"
  type: "Scale"
  bottom: "res2a_branch2a"
  top: "res2a_branch2a"
  param {
    name: "scale2a_branch2a_alpha"
  }
  param {
    name: "scale2a_branch2a_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res2a_branch2a_relu"
  type: "ReLU"
  bottom: "res2a_branch2a"
  top: "res2a_branch2a"
}
layer {
  name: "res2a_branch2b"
  type: "Convolution"
  bottom: "res2a_branch2a"
  top: "res2a_branch2b"
  param {
    name: "res2a_branch2b_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 64
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
  }
}
layer {
  name: "bn2a_branch2b"
  type: "BatchNorm"
  bottom: "res2a_branch2b"
  top: "res2a_branch2b"
  param {
    name: "bn2a_branch2b_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2a_branch2b_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2a_branch2b_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale2a_branch2b"
  type: "Scale"
  bottom: "res2a_branch2b"
  top: "res2a_branch2b"
  param {
    name: "scale2a_branch2b_alpha"
  }
  param {
    name: "scale2a_branch2b_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res2a_branch2b_relu"
  type: "ReLU"
  bottom: "res2a_branch2b"
  top: "res2a_branch2b"
}
layer {
  name: "res2a_branch2c"
  type: "Convolution"
  bottom: "res2a_branch2b"
  top: "res2a_branch2c"
  param {
    name: "res2a_branch2c_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn2a_branch2c"
  type: "BatchNorm"
  bottom: "res2a_branch2c"
  top: "res2a_branch2c"
  param {
    name: "bn2a_branch2c_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2a_branch2c_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2a_branch2c_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale2a_branch2c"
  type: "Scale"
  bottom: "res2a_branch2c"
  top: "res2a_branch2c"
  param {
    name: "scale2a_branch2c_alpha"
  }
  param {
    name: "scale2a_branch2c_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res2a"
  type: "Eltwise"
  bottom: "res2a_branch1"
  bottom: "res2a_branch2c"
  top: "res2a"
}
layer {
  name: "res2a_relu"
  type: "ReLU"
  bottom: "res2a"
  top: "res2a"
}
layer {
  name: "res2b_branch2a"
  type: "Convolution"
  bottom: "res2a"
  top: "res2b_branch2a"
  param {
    name: "res2b_branch2a_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 64
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn2b_branch2a"
  type: "BatchNorm"
  bottom: "res2b_branch2a"
  top: "res2b_branch2a"
  param {
    name: "bn2b_branch2a_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2b_branch2a_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2b_branch2a_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale2b_branch2a"
  type: "Scale"
  bottom: "res2b_branch2a"
  top: "res2b_branch2a"
  param {
    name: "scale2b_branch2a_alpha"
  }
  param {
    name: "scale2b_branch2a_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res2b_branch2a_relu"
  type: "ReLU"
  bottom: "res2b_branch2a"
  top: "res2b_branch2a"
}
layer {
  name: "res2b_branch2b"
  type: "Convolution"
  bottom: "res2b_branch2a"
  top: "res2b_branch2b"
  param {
    name: "res2b_branch2b_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 64
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
  }
}
layer {
  name: "bn2b_branch2b"
  type: "BatchNorm"
  bottom: "res2b_branch2b"
  top: "res2b_branch2b"
  param {
    name: "bn2b_branch2b_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2b_branch2b_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2b_branch2b_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale2b_branch2b"
  type: "Scale"
  bottom: "res2b_branch2b"
  top: "res2b_branch2b"
  param {
    name: "scale2b_branch2b_alpha"
  }
  param {
    name: "scale2b_branch2b_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res2b_branch2b_relu"
  type: "ReLU"
  bottom: "res2b_branch2b"
  top: "res2b_branch2b"
}
layer {
  name: "res2b_branch2c"
  type: "Convolution"
  bottom: "res2b_branch2b"
  top: "res2b_branch2c"
  param {
    name: "res2b_branch2c_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn2b_branch2c"
  type: "BatchNorm"
  bottom: "res2b_branch2c"
  top: "res2b_branch2c"
  param {
    name: "bn2b_branch2c_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2b_branch2c_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2b_branch2c_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale2b_branch2c"
  type: "Scale"
  bottom: "res2b_branch2c"
  top: "res2b_branch2c"
  param {
    name: "scale2b_branch2c_alpha"
  }
  param {
    name: "scale2b_branch2c_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res2b"
  type: "Eltwise"
  bottom: "res2a"
  bottom: "res2b_branch2c"
  top: "res2b"
}
layer {
  name: "res2b_relu"
  type: "ReLU"
  bottom: "res2b"
  top: "res2b"
}
layer {
  name: "res2c_branch2a"
  type: "Convolution"
  bottom: "res2b"
  top: "res2c_branch2a"
  param {
    name: "res2c_branch2a_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 64
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn2c_branch2a"
  type: "BatchNorm"
  bottom: "res2c_branch2a"
  top: "res2c_branch2a"
  param {
    name: "bn2c_branch2a_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2c_branch2a_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2c_branch2a_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale2c_branch2a"
  type: "Scale"
  bottom: "res2c_branch2a"
  top: "res2c_branch2a"
  param {
    name: "scale2c_branch2a_alpha"
  }
  param {
    name: "scale2c_branch2a_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res2c_branch2a_relu"
  type: "ReLU"
  bottom: "res2c_branch2a"
  top: "res2c_branch2a"
}
layer {
  name: "res2c_branch2b"
  type: "Convolution"
  bottom: "res2c_branch2a"
  top: "res2c_branch2b"
  param {
    name: "res2c_branch2b_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 64
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
  }
}
layer {
  name: "bn2c_branch2b"
  type: "BatchNorm"
  bottom: "res2c_branch2b"
  top: "res2c_branch2b"
  param {
    name: "bn2c_branch2b_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2c_branch2b_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2c_branch2b_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale2c_branch2b"
  type: "Scale"
  bottom: "res2c_branch2b"
  top: "res2c_branch2b"
  param {
    name: "scale2c_branch2b_alpha"
  }
  param {
    name: "scale2c_branch2b_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res2c_branch2b_relu"
  type: "ReLU"
  bottom: "res2c_branch2b"
  top: "res2c_branch2b"
}
layer {
  name: "res2c_branch2c"
  type: "Convolution"
  bottom: "res2c_branch2b"
  top: "res2c_branch2c"
  param {
    name: "res2c_branch2c_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn2c_branch2c"
  type: "BatchNorm"
  bottom: "res2c_branch2c"
  top: "res2c_branch2c"
  param {
    name: "bn2c_branch2c_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2c_branch2c_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2c_branch2c_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale2c_branch2c"
  type: "Scale"
  bottom: "res2c_branch2c"
  top: "res2c_branch2c"
  param {
    name: "scale2c_branch2c_alpha"
  }
  param {
    name: "scale2c_branch2c_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res2c"
  type: "Eltwise"
  bottom: "res2b"
  bottom: "res2c_branch2c"
  top: "res2c"
}
layer {
  name: "res2c_relu"
  type: "ReLU"
  bottom: "res2c"
  top: "res2c"
}
layer {
  name: "res3a_branch1"
  type: "Convolution"
  bottom: "res2c"
  top: "res3a_branch1"
  param {
    name: "res3a_branch1_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 512
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 2
  }
}
layer {
  name: "bn3a_branch1"
  type: "BatchNorm"
  bottom: "res3a_branch1"
  top: "res3a_branch1"
  param {
    name: "bn3a_branch1_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3a_branch1_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3a_branch1_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3a_branch1"
  type: "Scale"
  bottom: "res3a_branch1"
  top: "res3a_branch1"
  param {
    name: "scale3a_branch1_alpha"
  }
  param {
    name: "scale3a_branch1_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3a_branch2a"
  type: "Convolution"
  bottom: "res2c"
  top: "res3a_branch2a"
  param {
    name: "res3a_branch2a_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 2
  }
}
layer {
  name: "bn3a_branch2a"
  type: "BatchNorm"
  bottom: "res3a_branch2a"
  top: "res3a_branch2a"
  param {
    name: "bn3a_branch2a_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3a_branch2a_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3a_branch2a_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3a_branch2a"
  type: "Scale"
  bottom: "res3a_branch2a"
  top: "res3a_branch2a"
  param {
    name: "scale3a_branch2a_alpha"
  }
  param {
    name: "scale3a_branch2a_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3a_branch2a_relu"
  type: "ReLU"
  bottom: "res3a_branch2a"
  top: "res3a_branch2a"
}
layer {
  name: "res3a_branch2b"
  type: "Convolution"
  bottom: "res3a_branch2a"
  top: "res3a_branch2b"
  param {
    name: "res3a_branch2b_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
  }
}
layer {
  name: "bn3a_branch2b"
  type: "BatchNorm"
  bottom: "res3a_branch2b"
  top: "res3a_branch2b"
  param {
    name: "bn3a_branch2b_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3a_branch2b_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3a_branch2b_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3a_branch2b"
  type: "Scale"
  bottom: "res3a_branch2b"
  top: "res3a_branch2b"
  param {
    name: "scale3a_branch2b_alpha"
  }
  param {
    name: "scale3a_branch2b_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3a_branch2b_relu"
  type: "ReLU"
  bottom: "res3a_branch2b"
  top: "res3a_branch2b"
}
layer {
  name: "res3a_branch2c"
  type: "Convolution"
  bottom: "res3a_branch2b"
  top: "res3a_branch2c"
  param {
    name: "res3a_branch2c_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 512
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn3a_branch2c"
  type: "BatchNorm"
  bottom: "res3a_branch2c"
  top: "res3a_branch2c"
  param {
    name: "bn3a_branch2c_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3a_branch2c_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3a_branch2c_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3a_branch2c"
  type: "Scale"
  bottom: "res3a_branch2c"
  top: "res3a_branch2c"
  param {
    name: "scale3a_branch2c_alpha"
  }
  param {
    name: "scale3a_branch2c_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3a"
  type: "Eltwise"
  bottom: "res3a_branch1"
  bottom: "res3a_branch2c"
  top: "res3a"
}
layer {
  name: "res3a_relu"
  type: "ReLU"
  bottom: "res3a"
  top: "res3a"
}
layer {
  name: "res3b_branch2a"
  type: "Convolution"
  bottom: "res3a"
  top: "res3b_branch2a"
  param {
    name: "res3b_branch2a_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn3b_branch2a"
  type: "BatchNorm"
  bottom: "res3b_branch2a"
  top: "res3b_branch2a"
  param {
    name: "bn3b_branch2a_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3b_branch2a_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3b_branch2a_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3b_branch2a"
  type: "Scale"
  bottom: "res3b_branch2a"
  top: "res3b_branch2a"
  param {
    name: "scale3b_branch2a_alpha"
  }
  param {
    name: "scale3b_branch2a_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3b_branch2a_relu"
  type: "ReLU"
  bottom: "res3b_branch2a"
  top: "res3b_branch2a"
}
layer {
  name: "res3b_branch2b"
  type: "Convolution"
  bottom: "res3b_branch2a"
  top: "res3b_branch2b"
  param {
    name: "res3b_branch2b_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
  }
}
layer {
  name: "bn3b_branch2b"
  type: "BatchNorm"
  bottom: "res3b_branch2b"
  top: "res3b_branch2b"
  param {
    name: "bn3b_branch2b_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3b_branch2b_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3b_branch2b_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3b_branch2b"
  type: "Scale"
  bottom: "res3b_branch2b"
  top: "res3b_branch2b"
  param {
    name: "scale3b_branch2b_alpha"
  }
  param {
    name: "scale3b_branch2b_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3b_branch2b_relu"
  type: "ReLU"
  bottom: "res3b_branch2b"
  top: "res3b_branch2b"
}
layer {
  name: "res3b_branch2c"
  type: "Convolution"
  bottom: "res3b_branch2b"
  top: "res3b_branch2c"
  param {
    name: "res3b_branch2c_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 512
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn3b_branch2c"
  type: "BatchNorm"
  bottom: "res3b_branch2c"
  top: "res3b_branch2c"
  param {
    name: "bn3b_branch2c_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3b_branch2c_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3b_branch2c_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3b_branch2c"
  type: "Scale"
  bottom: "res3b_branch2c"
  top: "res3b_branch2c"
  param {
    name: "scale3b_branch2c_alpha"
  }
  param {
    name: "scale3b_branch2c_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3b"
  type: "Eltwise"
  bottom: "res3a"
  bottom: "res3b_branch2c"
  top: "res3b"
}
layer {
  name: "res3b_relu"
  type: "ReLU"
  bottom: "res3b"
  top: "res3b"
}
layer {
  name: "res3c_branch2a"
  type: "Convolution"
  bottom: "res3b"
  top: "res3c_branch2a"
  param {
    name: "res3c_branch2a_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn3c_branch2a"
  type: "BatchNorm"
  bottom: "res3c_branch2a"
  top: "res3c_branch2a"
  param {
    name: "bn3c_branch2a_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3c_branch2a_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3c_branch2a_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3c_branch2a"
  type: "Scale"
  bottom: "res3c_branch2a"
  top: "res3c_branch2a"
  param {
    name: "scale3c_branch2a_alpha"
  }
  param {
    name: "scale3c_branch2a_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3c_branch2a_relu"
  type: "ReLU"
  bottom: "res3c_branch2a"
  top: "res3c_branch2a"
}
layer {
  name: "res3c_branch2b"
  type: "Convolution"
  bottom: "res3c_branch2a"
  top: "res3c_branch2b"
  param {
    name: "res3c_branch2b_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
  }
}
layer {
  name: "bn3c_branch2b"
  type: "BatchNorm"
  bottom: "res3c_branch2b"
  top: "res3c_branch2b"
  param {
    name: "bn3c_branch2b_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3c_branch2b_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3c_branch2b_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3c_branch2b"
  type: "Scale"
  bottom: "res3c_branch2b"
  top: "res3c_branch2b"
  param {
    name: "scale3c_branch2b_alpha"
  }
  param {
    name: "scale3c_branch2b_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3c_branch2b_relu"
  type: "ReLU"
  bottom: "res3c_branch2b"
  top: "res3c_branch2b"
}
layer {
  name: "res3c_branch2c"
  type: "Convolution"
  bottom: "res3c_branch2b"
  top: "res3c_branch2c"
  param {
    name: "res3c_branch2c_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 512
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn3c_branch2c"
  type: "BatchNorm"
  bottom: "res3c_branch2c"
  top: "res3c_branch2c"
  param {
    name: "bn3c_branch2c_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3c_branch2c_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3c_branch2c_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3c_branch2c"
  type: "Scale"
  bottom: "res3c_branch2c"
  top: "res3c_branch2c"
  param {
    name: "scale3c_branch2c_alpha"
  }
  param {
    name: "scale3c_branch2c_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3c"
  type: "Eltwise"
  bottom: "res3b"
  bottom: "res3c_branch2c"
  top: "res3c"
}
layer {
  name: "res3c_relu"
  type: "ReLU"
  bottom: "res3c"
  top: "res3c"
}
layer {
  name: "res3d_branch2a"
  type: "Convolution"
  bottom: "res3c"
  top: "res3d_branch2a"
  param {
    name: "res3d_branch2a_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn3d_branch2a"
  type: "BatchNorm"
  bottom: "res3d_branch2a"
  top: "res3d_branch2a"
  param {
    name: "bn3d_branch2a_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3d_branch2a_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3d_branch2a_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3d_branch2a"
  type: "Scale"
  bottom: "res3d_branch2a"
  top: "res3d_branch2a"
  param {
    name: "scale3d_branch2a_alpha"
  }
  param {
    name: "scale3d_branch2a_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3d_branch2a_relu"
  type: "ReLU"
  bottom: "res3d_branch2a"
  top: "res3d_branch2a"
}
layer {
  name: "res3d_branch2b"
  type: "Convolution"
  bottom: "res3d_branch2a"
  top: "res3d_branch2b"
  param {
    name: "res3d_branch2b_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
  }
}
layer {
  name: "bn3d_branch2b"
  type: "BatchNorm"
  bottom: "res3d_branch2b"
  top: "res3d_branch2b"
  param {
    name: "bn3d_branch2b_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3d_branch2b_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3d_branch2b_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3d_branch2b"
  type: "Scale"
  bottom: "res3d_branch2b"
  top: "res3d_branch2b"
  param {
    name: "scale3d_branch2b_alpha"
  }
  param {
    name: "scale3d_branch2b_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3d_branch2b_relu"
  type: "ReLU"
  bottom: "res3d_branch2b"
  top: "res3d_branch2b"
}
layer {
  name: "res3d_branch2c"
  type: "Convolution"
  bottom: "res3d_branch2b"
  top: "res3d_branch2c"
  param {
    name: "res3d_branch2c_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 512
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn3d_branch2c"
  type: "BatchNorm"
  bottom: "res3d_branch2c"
  top: "res3d_branch2c"
  param {
    name: "bn3d_branch2c_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3d_branch2c_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3d_branch2c_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3d_branch2c"
  type: "Scale"
  bottom: "res3d_branch2c"
  top: "res3d_branch2c"
  param {
    name: "scale3d_branch2c_alpha"
  }
  param {
    name: "scale3d_branch2c_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3d"
  type: "Eltwise"
  bottom: "res3c"
  bottom: "res3d_branch2c"
  top: "res3d"
}
layer {
  name: "res3d_relu"
  type: "ReLU"
  bottom: "res3d"
  top: "res3d"
}
layer {
  name: "res4a_branch1"
  type: "Convolution"
  bottom: "res3d"
  top: "res4a_branch1"
  param {
    name: "res4a_branch1_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 1024
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 2
  }
}
layer {
  name: "bn4a_branch1"
  type: "BatchNorm"
  bottom: "res4a_branch1"
  top: "res4a_branch1"
  param {
    name: "bn4a_branch1_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn4a_branch1_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn4a_branch1_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale4a_branch1"
  type: "Scale"
  bottom: "res4a_branch1"
  top: "res4a_branch1"
  param {
    name: "scale4a_branch1_alpha"
  }
  param {
    name: "scale4a_branch1_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res4a_branch2a"
  type: "Convolution"
  bottom: "res3d"
  top: "res4a_branch2a"
  param {
    name: "res4a_branch2a_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 2
  }
}
layer {
  name: "bn4a_branch2a"
  type: "BatchNorm"
  bottom: "res4a_branch2a"
  top: "res4a_branch2a"
  param {
    name: "bn4a_branch2a_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn4a_branch2a_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn4a_branch2a_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale4a_branch2a"
  type: "Scale"
  bottom: "res4a_branch2a"
  top: "res4a_branch2a"
  param {
    name: "scale4a_branch2a_alpha"
  }
  param {
    name: "scale4a_branch2a_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res4a_branch2a_relu"
  type: "ReLU"
  bottom: "res4a_branch2a"
  top: "res4a_branch2a"
}
layer {
  name: "res4a_branch2b"
  type: "Convolution"
  bottom: "res4a_branch2a"
  top: "res4a_branch2b"
  param {
    name: "res4a_branch2b_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
  }
}
layer {
  name: "bn4a_branch2b"
  type: "BatchNorm"
  bottom: "res4a_branch2b"
  top: "res4a_branch2b"
  param {
    name: "bn4a_branch2b_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn4a_branch2b_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn4a_branch2b_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale4a_branch2b"
  type: "Scale"
  bottom: "res4a_branch2b"
  top: "res4a_branch2b"
  param {
    name: "scale4a_branch2b_alpha"
  }
  param {
    name: "scale4a_branch2b_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res4a_branch2b_relu"
  type: "ReLU"
  bottom: "res4a_branch2b"
  top: "res4a_branch2b"
}
layer {
  name: "res4a_branch2c"
  type: "Convolution"
  bottom: "res4a_branch2b"
  top: "res4a_branch2c"
  param {
    name: "res4a_branch2c_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 1024
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn4a_branch2c"
  type: "BatchNorm"
  bottom: "res4a_branch2c"
  top: "res4a_branch2c"
  param {
    name: "bn4a_branch2c_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn4a_branch2c_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn4a_branch2c_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale4a_branch2c"
  type: "Scale"
  bottom: "res4a_branch2c"
  top: "res4a_branch2c"
  param {
    name: "scale4a_branch2c_alpha"
  }
  param {
    name: "scale4a_branch2c_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res4a"
  type: "Eltwise"
  bottom: "res4a_branch1"
  bottom: "res4a_branch2c"
  top: "res4a"
}
layer {
  name: "res4a_relu"
  type: "ReLU"
  bottom: "res4a"
  top: "res4a"
}
layer {
  name: "res4b_branch2a"
  type: "Convolution"
  bottom: "res4a"
  top: "res4b_branch2a"
  param {
    name: "res4b_branch2a_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn4b_branch2a"
  type: "BatchNorm"
  bottom: "res4b_branch2a"
  top: "res4b_branch2a"
  param {
    name: "bn4b_branch2a_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn4b_branch2a_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn4b_branch2a_scale_factor"
    lr_mult: 0
    decay_mult:
I0228 11:22:51.354758  9676 layer_factory.hpp:77] Creating layer data
I0228 11:22:51.725363  9677 upgrade_proto.cpp:77] Attempting to upgrade batch norm layers using deprecated params: /core1/data/home/shizhan/jiahuan/siamese_shelf/res50/models/res50_multigpu_new.prototxt
I0228 11:22:51.725476  9677 upgrade_proto.cpp:80] Successfully upgraded batch norm layers using deprecated params.
I0228 11:22:51.821804  9676 net.cpp:84] Creating Layer data
I0228 11:22:51.821849  9676 net.cpp:380] data -> pairs
I0228 11:22:51.823410  9676 net.cpp:122] Setting up data
I0228 11:22:51.823439  9676 net.cpp:129] Top shape: 8 6 224 224 (2408448)
I0228 11:22:51.823446  9676 net.cpp:137] Memory required for data: 9633792
I0228 11:22:51.823457  9676 layer_factory.hpp:77] Creating layer slice
I0228 11:22:51.823477  9676 net.cpp:84] Creating Layer slice
I0228 11:22:51.823483  9676 net.cpp:406] slice <- pairs
I0228 11:22:51.823499  9676 net.cpp:380] slice -> data
I0228 11:22:51.823514  9676 net.cpp:380] slice -> data_p
I0228 11:22:51.823587  9676 net.cpp:122] Setting up slice
I0228 11:22:51.823598  9676 net.cpp:129] Top shape: 8 3 224 224 (1204224)
I0228 11:22:51.823607  9676 net.cpp:129] Top shape: 8 3 224 224 (1204224)
I0228 11:22:51.823612  9676 net.cpp:137] Memory required for data: 19267584
I0228 11:22:51.823619  9676 layer_factory.hpp:77] Creating layer conv1
I0228 11:22:51.823635  9676 net.cpp:84] Creating Layer conv1
I0228 11:22:51.823642  9676 net.cpp:406] conv1 <- data
I0228 11:22:51.823653  9676 net.cpp:380] conv1 -> conv1
I0228 11:22:52.216982  9676 net.cpp:122] Setting up conv1
I0228 11:22:52.217015  9676 net.cpp:129] Top shape: 8 64 112 112 (6422528)
I0228 11:22:52.217022  9676 net.cpp:137] Memory required for data: 44957696
I0228 11:22:52.217039  9676 layer_factory.hpp:77] Creating layer bn_conv1
I0228 11:22:52.217051  9676 net.cpp:84] Creating Layer bn_conv1
I0228 11:22:52.217056  9676 net.cpp:406] bn_conv1 <- conv1
I0228 11:22:52.217062  9676 net.cpp:367] bn_conv1 -> conv1 (in-place)
I0228 11:22:52.217226  9676 net.cpp:122] Setting up bn_conv1
I0228 11:22:52.217233  9676 net.cpp:129] Top shape: 8 64 112 112 (6422528)
I0228 11:22:52.217237  9676 net.cpp:137] Memory required for data: 70647808
I0228 11:22:52.217248  9676 layer_factory.hpp:77] Creating layer scale_conv1
I0228 11:22:52.217262  9676 net.cpp:84] Creating Layer scale_conv1
I0228 11:22:52.217265  9676 net.cpp:406] scale_conv1 <- conv1
I0228 11:22:52.217272  9676 net.cpp:367] scale_conv1 -> conv1 (in-place)
I0228 11:22:52.217308  9676 layer_factory.hpp:77] Creating layer scale_conv1
I0228 11:22:52.217407  9676 net.cpp:122] Setting up scale_conv1
I0228 11:22:52.217416  9676 net.cpp:129] Top shape: 8 64 112 112 (6422528)
I0228 11:22:52.217418  9676 net.cpp:137] Memory required for data: 96337920
I0228 11:22:52.217424  9676 layer_factory.hpp:77] Creating layer conv1_relu
I0228 11:22:52.217432  9676 net.cpp:84] Creating Layer conv1_relu
I0228 11:22:52.217435  9676 net.cpp:406] conv1_relu <- conv1
I0228 11:22:52.217439  9676 net.cpp:367] conv1_relu -> conv1 (in-place)
I0228 11:22:52.217589  9676 net.cpp:122] Setting up conv1_relu
I0228 11:22:52.217598  9676 net.cpp:129] Top shape: 8 64 112 112 (6422528)
I0228 11:22:52.217602  9676 net.cpp:137] Memory required for data: 122028032
I0228 11:22:52.217605  9676 layer_factory.hpp:77] Creating layer pool1
I0228 11:22:52.217612  9676 net.cpp:84] Creating Layer pool1
I0228 11:22:52.217617  9676 net.cpp:406] pool1 <- conv1
I0228 11:22:52.217622  9676 net.cpp:380] pool1 -> pool1
I0228 11:22:52.217655  9676 net.cpp:122] Setting up pool1
I0228 11:22:52.217663  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.217665  9676 net.cpp:137] Memory required for data: 128450560
I0228 11:22:52.217670  9676 layer_factory.hpp:77] Creating layer pool1_pool1_0_split
I0228 11:22:52.217679  9676 net.cpp:84] Creating Layer pool1_pool1_0_split
I0228 11:22:52.217684  9676 net.cpp:406] pool1_pool1_0_split <- pool1
I0228 11:22:52.217687  9676 net.cpp:380] pool1_pool1_0_split -> pool1_pool1_0_split_0
I0228 11:22:52.217695  9676 net.cpp:380] pool1_pool1_0_split -> pool1_pool1_0_split_1
I0228 11:22:52.217720  9676 net.cpp:122] Setting up pool1_pool1_0_split
I0228 11:22:52.217726  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.217731  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.217736  9676 net.cpp:137] Memory required for data: 141295616
I0228 11:22:52.217738  9676 layer_factory.hpp:77] Creating layer res2a_branch1
I0228 11:22:52.217747  9676 net.cpp:84] Creating Layer res2a_branch1
I0228 11:22:52.217751  9676 net.cpp:406] res2a_branch1 <- pool1_pool1_0_split_0
I0228 11:22:52.217758  9676 net.cpp:380] res2a_branch1 -> res2a_branch1
I0228 11:22:52.218622  9676 net.cpp:122] Setting up res2a_branch1
I0228 11:22:52.218636  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.218641  9676 net.cpp:137] Memory required for data: 166985728
I0228 11:22:52.218647  9676 layer_factory.hpp:77] Creating layer bn2a_branch1
I0228 11:22:52.218653  9676 net.cpp:84] Creating Layer bn2a_branch1
I0228 11:22:52.218657  9676 net.cpp:406] bn2a_branch1 <- res2a_branch1
I0228 11:22:52.218663  9676 net.cpp:367] bn2a_branch1 -> res2a_branch1 (in-place)
I0228 11:22:52.219610  9676 net.cpp:122] Setting up bn2a_branch1
I0228 11:22:52.219624  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.219629  9676 net.cpp:137] Memory required for data: 192675840
I0228 11:22:52.219640  9676 layer_factory.hpp:77] Creating layer scale2a_branch1
I0228 11:22:52.219648  9676 net.cpp:84] Creating Layer scale2a_branch1
I0228 11:22:52.219652  9676 net.cpp:406] scale2a_branch1 <- res2a_branch1
I0228 11:22:52.219660  9676 net.cpp:367] scale2a_branch1 -> res2a_branch1 (in-place)
I0228 11:22:52.219696  9676 layer_factory.hpp:77] Creating layer scale2a_branch1
I0228 11:22:52.219780  9676 net.cpp:122] Setting up scale2a_branch1
I0228 11:22:52.219789  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.219791  9676 net.cpp:137] Memory required for data: 218365952
I0228 11:22:52.219797  9676 layer_factory.hpp:77] Creating layer res2a_branch2a
I0228 11:22:52.219805  9676 net.cpp:84] Creating Layer res2a_branch2a
I0228 11:22:52.219810  9676 net.cpp:406] res2a_branch2a <- pool1_pool1_0_split_1
I0228 11:22:52.219815  9676 net.cpp:380] res2a_branch2a -> res2a_branch2a
I0228 11:22:52.220628  9676 net.cpp:122] Setting up res2a_branch2a
I0228 11:22:52.220643  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.220646  9676 net.cpp:137] Memory required for data: 224788480
I0228 11:22:52.220652  9676 layer_factory.hpp:77] Creating layer bn2a_branch2a
I0228 11:22:52.220659  9676 net.cpp:84] Creating Layer bn2a_branch2a
I0228 11:22:52.220664  9676 net.cpp:406] bn2a_branch2a <- res2a_branch2a
I0228 11:22:52.220671  9676 net.cpp:367] bn2a_branch2a -> res2a_branch2a (in-place)
I0228 11:22:52.220814  9676 net.cpp:122] Setting up bn2a_branch2a
I0228 11:22:52.220821  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.220824  9676 net.cpp:137] Memory required for data: 231211008
I0228 11:22:52.220837  9676 layer_factory.hpp:77] Creating layer scale2a_branch2a
I0228 11:22:52.220844  9676 net.cpp:84] Creating Layer scale2a_branch2a
I0228 11:22:52.220847  9676 net.cpp:406] scale2a_branch2a <- res2a_branch2a
I0228 11:22:52.220852  9676 net.cpp:367] scale2a_branch2a -> res2a_branch2a (in-place)
I0228 11:22:52.220885  9676 layer_factory.hpp:77] Creating layer scale2a_branch2a
I0228 11:22:52.220970  9676 net.cpp:122] Setting up scale2a_branch2a
I0228 11:22:52.220978  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.220980  9676 net.cpp:137] Memory required for data: 237633536
I0228 11:22:52.220988  9676 layer_factory.hpp:77] Creating layer res2a_branch2a_relu
I0228 11:22:52.220993  9676 net.cpp:84] Creating Layer res2a_branch2a_relu
I0228 11:22:52.220996  9676 net.cpp:406] res2a_branch2a_relu <- res2a_branch2a
I0228 11:22:52.221002  9676 net.cpp:367] res2a_branch2a_relu -> res2a_branch2a (in-place)
I0228 11:22:52.221143  9676 net.cpp:122] Setting up res2a_branch2a_relu
I0228 11:22:52.221151  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.221154  9676 net.cpp:137] Memory required for data: 244056064
I0228 11:22:52.221158  9676 layer_factory.hpp:77] Creating layer res2a_branch2b
I0228 11:22:52.221166  9676 net.cpp:84] Creating Layer res2a_branch2b
I0228 11:22:52.221170  9676 net.cpp:406] res2a_branch2b <- res2a_branch2a
I0228 11:22:52.221175  9676 net.cpp:380] res2a_branch2b -> res2a_branch2b
I0228 11:22:52.223040  9676 net.cpp:122] Setting up res2a_branch2b
I0228 11:22:52.223055  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.223059  9676 net.cpp:137] Memory required for data: 250478592
I0228 11:22:52.223068  9676 layer_factory.hpp:77] Creating layer bn2a_branch2b
I0228 11:22:52.223078  9676 net.cpp:84] Creating Layer bn2a_branch2b
I0228 11:22:52.223083  9676 net.cpp:406] bn2a_branch2b <- res2a_branch2b
I0228 11:22:52.223088  9676 net.cpp:367] bn2a_branch2b -> res2a_branch2b (in-place)
I0228 11:22:52.223238  9676 net.cpp:122] Setting up bn2a_branch2b
I0228 11:22:52.223246  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.223249  9676 net.cpp:137] Memory required for data: 256901120
I0228 11:22:52.223258  9676 layer_factory.hpp:77] Creating layer scale2a_branch2b
I0228 11:22:52.223263  9676 net.cpp:84] Creating Layer scale2a_branch2b
I0228 11:22:52.223268  9676 net.cpp:406] scale2a_branch2b <- res2a_branch2b
I0228 11:22:52.223273  9676 net.cpp:367] scale2a_branch2b -> res2a_branch2b (in-place)
I0228 11:22:52.223304  9676 layer_factory.hpp:77] Creating layer scale2a_branch2b
I0228 11:22:52.223393  9676 net.cpp:122] Setting up scale2a_branch2b
I0228 11:22:52.223399  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.223407  9676 net.cpp:137] Memory required for data: 263323648
I0228 11:22:52.223414  9676 layer_factory.hpp:77] Creating layer res2a_branch2b_relu
I0228 11:22:52.223419  9676 net.cpp:84] Creating Layer res2a_branch2b_relu
I0228 11:22:52.223423  9676 net.cpp:406] res2a_branch2b_relu <- res2a_branch2b
I0228 11:22:52.223429  9676 net.cpp:367] res2a_branch2b_relu -> res2a_branch2b (in-place)
I0228 11:22:52.223577  9676 net.cpp:122] Setting up res2a_branch2b_relu
I0228 11:22:52.223584  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.223588  9676 net.cpp:137] Memory required for data: 269746176
I0228 11:22:52.223592  9676 layer_factory.hpp:77] Creating layer res2a_branch2c
I0228 11:22:52.223599  9676 net.cpp:84] Creating Layer res2a_branch2c
I0228 11:22:52.223603  9676 net.cpp:406] res2a_branch2c <- res2a_branch2b
I0228 11:22:52.223609  9676 net.cpp:380] res2a_branch2c -> res2a_branch2c
I0228 11:22:52.224407  9676 net.cpp:122] Setting up res2a_branch2c
I0228 11:22:52.224421  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.224426  9676 net.cpp:137] Memory required for data: 295436288
I0228 11:22:52.224434  9676 layer_factory.hpp:77] Creating layer bn2a_branch2c
I0228 11:22:52.224442  9676 net.cpp:84] Creating Layer bn2a_branch2c
I0228 11:22:52.224445  9676 net.cpp:406] bn2a_branch2c <- res2a_branch2c
I0228 11:22:52.224452  9676 net.cpp:367] bn2a_branch2c -> res2a_branch2c (in-place)
I0228 11:22:52.224593  9676 net.cpp:122] Setting up bn2a_branch2c
I0228 11:22:52.224601  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.224604  9676 net.cpp:137] Memory required for data: 321126400
I0228 11:22:52.224611  9676 layer_factory.hpp:77] Creating layer scale2a_branch2c
I0228 11:22:52.224618  9676 net.cpp:84] Creating Layer scale2a_branch2c
I0228 11:22:52.224622  9676 net.cpp:406] scale2a_branch2c <- res2a_branch2c
I0228 11:22:52.224627  9676 net.cpp:367] scale2a_branch2c -> res2a_branch2c (in-place)
I0228 11:22:52.224658  9676 layer_factory.hpp:77] Creating layer scale2a_branch2c
I0228 11:22:52.224741  9676 net.cpp:122] Setting up scale2a_branch2c
I0228 11:22:52.224748  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.224751  9676 net.cpp:137] Memory required for data: 346816512
I0228 11:22:52.224757  9676 layer_factory.hpp:77] Creating layer res2a
I0228 11:22:52.224767  9676 net.cpp:84] Creating Layer res2a
I0228 11:22:52.224771  9676 net.cpp:406] res2a <- res2a_branch1
I0228 11:22:52.224777  9676 net.cpp:406] res2a <- res2a_branch2c
I0228 11:22:52.224781  9676 net.cpp:380] res2a -> res2a
I0228 11:22:52.224802  9676 net.cpp:122] Setting up res2a
I0228 11:22:52.224808  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.224812  9676 net.cpp:137] Memory required for data: 372506624
I0228 11:22:52.224815  9676 layer_factory.hpp:77] Creating layer res2a_relu
I0228 11:22:52.224822  9676 net.cpp:84] Creating Layer res2a_relu
I0228 11:22:52.224824  9676 net.cpp:406] res2a_relu <- res2a
I0228 11:22:52.224829  9676 net.cpp:367] res2a_relu -> res2a (in-place)
I0228 11:22:52.224970  9676 net.cpp:122] Setting up res2a_relu
I0228 11:22:52.224979  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.224982  9676 net.cpp:137] Memory required for data: 398196736
I0228 11:22:52.224987  9676 layer_factory.hpp:77] Creating layer res2a_res2a_relu_0_split
I0228 11:22:52.224992  9676 net.cpp:84] Creating Layer res2a_res2a_relu_0_split
I0228 11:22:52.224995  9676 net.cpp:406] res2a_res2a_relu_0_split <- res2a
I0228 11:22:52.225003  9676 net.cpp:380] res2a_res2a_relu_0_split -> res2a_res2a_relu_0_split_0
I0228 11:22:52.225008  9676 net.cpp:380] res2a_res2a_relu_0_split -> res2a_res2a_relu_0_split_1
I0228 11:22:52.225039  9676 net.cpp:122] Setting up res2a_res2a_relu_0_split
I0228 11:22:52.225044  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.225049  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.225052  9676 net.cpp:137] Memory required for data: 449576960
I0228 11:22:52.225056  9676 layer_factory.hpp:77] Creating layer res2b_branch2a
I0228 11:22:52.225067  9676 net.cpp:84] Creating Layer res2b_branch2a
I0228 11:22:52.225071  9676 net.cpp:406] res2b_branch2a <- res2a_res2a_relu_0_split_0
I0228 11:22:52.225076  9676 net.cpp:380] res2b_branch2a -> res2b_branch2a
I0228 11:22:52.225875  9676 net.cpp:122] Setting up res2b_branch2a
I0228 11:22:52.225889  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.225893  9676 net.cpp:137] Memory required for data: 455999488
I0228 11:22:52.225901  9676 layer_factory.hpp:77] Creating layer bn2b_branch2a
I0228 11:22:52.225908  9676 net.cpp:84] Creating Layer bn2b_branch2a
I0228 11:22:52.225914  9676 net.cpp:406] bn2b_branch2a <- res2b_branch2a
I0228 11:22:52.225919  9676 net.cpp:367] bn2b_branch2a -> res2b_branch2a (in-place)
I0228 11:22:52.226070  9676 net.cpp:122] Setting up bn2b_branch2a
I0228 11:22:52.226078  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.226080  9676 net.cpp:137] Memory required for data: 462422016
I0228 11:22:52.226094  9676 layer_factory.hpp:77] Creating layer scale2b_branch2a
I0228 11:22:52.226101  9676 net.cpp:84] Creating Layer scale2b_branch2a
I0228 11:22:52.226128  9676 net.cpp:406] scale2b_branch2a <- res2b_branch2a
I0228 11:22:52.226135  9676 net.cpp:367] scale2b_branch2a -> res2b_branch2a (in-place)
I0228 11:22:52.226171  9676 layer_factory.hpp:77] Creating layer scale2b_branch2a
I0228 11:22:52.226266  9676 net.cpp:122] Setting up scale2b_branch2a
I0228 11:22:52.226274  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.226277  9676 net.cpp:137] Memory required for data: 468844544
I0228 11:22:52.226284  9676 layer_factory.hpp:77] Creating layer res2b_branch2a_relu
I0228 11:22:52.226289  9676 net.cpp:84] Creating Layer res2b_branch2a_relu
I0228 11:22:52.226294  9676 net.cpp:406] res2b_branch2a_relu <- res2b_branch2a
I0228 11:22:52.226300  9676 net.cpp:367] res2b_branch2a_relu -> res2b_branch2a (in-place)
I0228 11:22:52.226464  9676 net.cpp:122] Setting up res2b_branch2a_relu
I0228 11:22:52.226472  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.226476  9676 net.cpp:137] Memory required for data: 475267072
I0228 11:22:52.226481  9676 layer_factory.hpp:77] Creating layer res2b_branch2b
I0228 11:22:52.226488  9676 net.cpp:84] Creating Layer res2b_branch2b
I0228 11:22:52.226492  9676 net.cpp:406] res2b_branch2b <- res2b_branch2a
I0228 11:22:52.226498  9676 net.cpp:380] res2b_branch2b -> res2b_branch2b
I0228 11:22:52.227300  9676 net.cpp:122] Setting up res2b_branch2b
I0228 11:22:52.227314  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.227318  9676 net.cpp:137] Memory required for data: 481689600
I0228 11:22:52.227324  9676 layer_factory.hpp:77] Creating layer bn2b_branch2b
I0228 11:22:52.227332  9676 net.cpp:84] Creating Layer bn2b_branch2b
I0228 11:22:52.227336  9676 net.cpp:406] bn2b_branch2b <- res2b_branch2b
I0228 11:22:52.227344  9676 net.cpp:367] bn2b_branch2b -> res2b_branch2b (in-place)
I0228 11:22:52.227495  9676 net.cpp:122] Setting up bn2b_branch2b
I0228 11:22:52.227504  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.227506  9676 net.cpp:137] Memory required for data: 488112128
I0228 11:22:52.227514  9676 layer_factory.hpp:77] Creating layer scale2b_branch2b
I0228 11:22:52.227520  9676 net.cpp:84] Creating Layer scale2b_branch2b
I0228 11:22:52.227524  9676 net.cpp:406] scale2b_branch2b <- res2b_branch2b
I0228 11:22:52.227530  9676 net.cpp:367] scale2b_branch2b -> res2b_branch2b (in-place)
I0228 11:22:52.227560  9676 layer_factory.hpp:77] Creating layer scale2b_branch2b
I0228 11:22:52.227651  9676 net.cpp:122] Setting up scale2b_branch2b
I0228 11:22:52.227658  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.227661  9676 net.cpp:137] Memory required for data: 494534656
I0228 11:22:52.227669  9676 layer_factory.hpp:77] Creating layer res2b_branch2b_relu
I0228 11:22:52.227676  9676 net.cpp:84] Creating Layer res2b_branch2b_relu
I0228 11:22:52.227680  9676 net.cpp:406] res2b_branch2b_relu <- res2b_branch2b
I0228 11:22:52.227685  9676 net.cpp:367] res2b_branch2b_relu -> res2b_branch2b (in-place)
I0228 11:22:52.228057  9676 net.cpp:122] Setting up res2b_branch2b_relu
I0228 11:22:52.228070  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.228075  9676 net.cpp:137] Memory required for data: 500957184
I0228 11:22:52.228080  9676 layer_factory.hpp:77] Creating layer res2b_branch2c
I0228 11:22:52.228090  9676 net.cpp:84] Creating Layer res2b_branch2c
I0228 11:22:52.228093  9676 net.cpp:406] res2b_branch2c <- res2b_branch2b
I0228 11:22:52.228099  9676 net.cpp:380] res2b_branch2c -> res2b_branch2c
I0228 11:22:52.228917  9676 net.cpp:122] Setting up res2b_branch2c
I0228 11:22:52.228931  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.228935  9676 net.cpp:137] Memory required for data: 526647296
I0228 11:22:52.228942  9676 layer_factory.hpp:77] Creating layer bn2b_branch2c
I0228 11:22:52.228950  9676 net.cpp:84] Creating Layer bn2b_branch2c
I0228 11:22:52.228953  9676 net.cpp:406] bn2b_branch2c <- res2b_branch2c
I0228 11:22:52.228960  9676 net.cpp:367] bn2b_branch2c -> res2b_branch2c (in-place)
I0228 11:22:52.229106  9676 net.cpp:122] Setting up bn2b_branch2c
I0228 11:22:52.229113  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.229116  9676 net.cpp:137] Memory required for data: 552337408
I0228 11:22:52.229125  9676 layer_factory.hpp:77] Creating layer scale2b_branch2c
I0228 11:22:52.229131  9676 net.cpp:84] Creating Layer scale2b_branch2c
I0228 11:22:52.229135  9676 net.cpp:406] scale2b_branch2c <- res2b_branch2c
I0228 11:22:52.229140  9676 net.cpp:367] scale2b_branch2c -> res2b_branch2c (in-place)
I0228 11:22:52.229171  9676 layer_factory.hpp:77] Creating layer scale2b_branch2c
I0228 11:22:52.229259  9676 net.cpp:122] Setting up scale2b_branch2c
I0228 11:22:52.229266  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.229269  9676 net.cpp:137] Memory required for data: 578027520
I0228 11:22:52.229277  9676 layer_factory.hpp:77] Creating layer res2b
I0228 11:22:52.229284  9676 net.cpp:84] Creating Layer res2b
I0228 11:22:52.229287  9676 net.cpp:406] res2b <- res2a_res2a_relu_0_split_1
I0228 11:22:52.229293  9676 net.cpp:406] res2b <- res2b_branch2c
I0228 11:22:52.229298  9676 net.cpp:380] res2b -> res2b
I0228 11:22:52.229318  9676 net.cpp:122] Setting up res2b
I0228 11:22:52.229324  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.229327  9676 net.cpp:137] Memory required for data: 603717632
I0228 11:22:52.229331  9676 layer_factory.hpp:77] Creating layer res2b_relu
I0228 11:22:52.229336  9676 net.cpp:84] Creating Layer res2b_relu
I0228 11:22:52.229339  9676 net.cpp:406] res2b_relu <- res2b
I0228 11:22:52.229344  9676 net.cpp:367] res2b_relu -> res2b (in-place)
I0228 11:22:52.229490  9676 net.cpp:122] Setting up res2b_relu
I0228 11:22:52.229498  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.229501  9676 net.cpp:137] Memory required for data: 629407744
I0228 11:22:52.229506  9676 layer_factory.hpp:77] Creating layer res2b_res2b_relu_0_split
I0228 11:22:52.229511  9676 net.cpp:84] Creating Layer res2b_res2b_relu_0_split
I0228 11:22:52.229514  9676 net.cpp:406] res2b_res2b_relu_0_split <- res2b
I0228 11:22:52.229521  9676 net.cpp:380] res2b_res2b_relu_0_split -> res2b_res2b_relu_0_split_0
I0228 11:22:52.229527  9676 net.cpp:380] res2b_res2b_relu_0_split -> res2b_res2b_relu_0_split_1
I0228 11:22:52.229558  9676 net.cpp:122] Setting up res2b_res2b_relu_0_split
I0228 11:22:52.229564  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.229569  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.229573  9676 net.cpp:137] Memory required for data: 680787968
I0228 11:22:52.229578  9676 layer_factory.hpp:77] Creating layer res2c_branch2a
I0228 11:22:52.229584  9676 net.cpp:84] Creating Layer res2c_branch2a
I0228 11:22:52.229588  9676 net.cpp:406] res2c_branch2a <- res2b_res2b_relu_0_split_0
I0228 11:22:52.229593  9676 net.cpp:380] res2c_branch2a -> res2c_branch2a
I0228 11:22:52.230494  9676 net.cpp:122] Setting up res2c_branch2a
I0228 11:22:52.230509  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.230515  9676 net.cpp:137] Memory required for data: 687210496
I0228 11:22:52.230522  9676 layer_factory.hpp:77] Creating layer bn2c_branch2a
I0228 11:22:52.230530  9676 net.cpp:84] Creating Layer bn2c_branch2a
I0228 11:22:52.230535  9676 net.cpp:406] bn2c_branch2a <- res2c_branch2a
I0228 11:22:52.230540  9676 net.cpp:367] bn2c_branch2a -> res2c_branch2a (in-place)
I0228 11:22:52.230693  9676 net.cpp:122] Setting up bn2c_branch2a
I0228 11:22:52.230700  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.230705  9676 net.cpp:137] Memory required for data: 693633024
I0228 11:22:52.230715  9676 layer_factory.hpp:77] Creating layer scale2c_branch2a
I0228 11:22:52.230720  9676 net.cpp:84] Creating Layer scale2c_branch2a
I0228 11:22:52.230725  9676 net.cpp:406] scale2c_branch2a <- res2c_branch2a
I0228 11:22:52.230729  9676 net.cpp:367] scale2c_branch2a -> res2c_branch2a (in-place)
I0228 11:22:52.230762  9676 layer_factory.hpp:77] Creating layer scale2c_branch2a
I0228 11:22:52.230854  9676 net.cpp:122] Setting up scale2c_branch2a
I0228 11:22:52.230859  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.230864  9676 net.cpp:137] Memory required for data: 700055552
I0228 11:22:52.230871  9676 layer_factory.hpp:77] Creating layer res2c_branch2a_relu
I0228 11:22:52.230876  9676 net.cpp:84] Creating Layer res2c_branch2a_relu
I0228 11:22:52.230880  9676 net.cpp:406] res2c_branch2a_relu <- res2c_branch2a
I0228 11:22:52.230886  9676 net.cpp:367] res2c_branch2a_relu -> res2c_branch2a (in-place)
I0228 11:22:52.231029  9676 net.cpp:122] Setting up res2c_branch2a_relu
I0228 11:22:52.231039  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.231041  9676 net.cpp:137] Memory required for data: 706478080
I0228 11:22:52.231045  9676 layer_factory.hpp:77] Creating layer res2c_branch2b
I0228 11:22:52.231053  9676 net.cpp:84] Creating Layer res2c_branch2b
I0228 11:22:52.231057  9676 net.cpp:406] res2c_branch2b <- res2c_branch2a
I0228 11:22:52.231062  9676 net.cpp:380] res2c_branch2b -> res2c_branch2b
I0228 11:22:52.232095  9676 net.cpp:122] Setting up res2c_branch2b
I0228 11:22:52.232108  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.232112  9676 net.cpp:137] Memory required for data: 712900608
I0228 11:22:52.232120  9676 layer_factory.hpp:77] Creating layer bn2c_branch2b
I0228 11:22:52.232127  9676 net.cpp:84] Creating Layer bn2c_branch2b
I0228 11:22:52.232131  9676 net.cpp:406] bn2c_branch2b <- res2c_branch2b
I0228 11:22:52.232139  9676 net.cpp:367] bn2c_branch2b -> res2c_branch2b (in-place)
I0228 11:22:52.232295  9676 net.cpp:122] Setting up bn2c_branch2b
I0228 11:22:52.232302  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.232306  9676 net.cpp:137] Memory required for data: 719323136
I0228 11:22:52.232316  9676 layer_factory.hpp:77] Creating layer scale2c_branch2b
I0228 11:22:52.232321  9676 net.cpp:84] Creating Layer scale2c_branch2b
I0228 11:22:52.232326  9676 net.cpp:406] scale2c_branch2b <- res2c_branch2b
I0228 11:22:52.232331  9676 net.cpp:367] scale2c_branch2b -> res2c_branch2b (in-place)
I0228 11:22:52.232363  9676 layer_factory.hpp:77] Creating layer scale2c_branch2b
I0228 11:22:52.232455  9676 net.cpp:122] Setting up scale2c_branch2b
I0228 11:22:52.232462  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.232465  9676 net.cpp:137] Memory required for data: 725745664
I0228 11:22:52.232472  9676 layer_factory.hpp:77] Creating layer res2c_branch2b_relu
I0228 11:22:52.232477  9676 net.cpp:84] Creating Layer res2c_branch2b_relu
I0228 11:22:52.232481  9676 net.cpp:406] res2c_branch2b_relu <- res2c_branch2b
I0228 11:22:52.232486  9676 net.cpp:367] res2c_branch2b_relu -> res2c_branch2b (in-place)
I0228 11:22:52.232636  9676 net.cpp:122] Setting up res2c_branch2b_relu
I0228 11:22:52.232645  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.232648  9676 net.cpp:137] Memory required for data: 732168192
I0228 11:22:52.232652  9676 layer_factory.hpp:77] Creating layer res2c_branch2c
I0228 11:22:52.232662  9676 net.cpp:84] Creating Layer res2c_branch2c
I0228 11:22:52.232667  9676 net.cpp:406] res2c_branch2c <- res2c_branch2b
I0228 11:22:52.232672  9676 net.cpp:380] res2c_branch2c -> res2c_branch2c
I0228 11:22:52.233490  9676 net.cpp:122] Setting up res2c_branch2c
I0228 11:22:52.233505  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.233508  9676 net.cpp:137] Memory required for data: 757858304
I0228 11:22:52.233515  9676 layer_factory.hpp:77] Creating layer bn2c_branch2c
I0228 11:22:52.233522  9676 net.cpp:84] Creating Layer bn2c_branch2c
I0228 11:22:52.233526  9676 net.cpp:406] bn2c_branch2c <- res2c_branch2c
I0228 11:22:52.233534  9676 net.cpp:367] bn2c_branch2c -> res2c_branch2c (in-place)
I0228 11:22:52.233683  9676 net.cpp:122] Setting up bn2c_branch2c
I0228 11:22:52.233690  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.233695  9676 net.cpp:137] Memory required for data: 783548416
I0228 11:22:52.233712  9676 layer_factory.hpp:77] Creating layer scale2c_branch2c
I0228 11:22:52.233721  9676 net.cpp:84] Creating Layer scale2c_branch2c
I0228 11:22:52.233723  9676 net.cpp:406] scale2c_branch2c <- res2c_branch2c
I0228 11:22:52.233728  9676 net.cpp:367] scale2c_branch2c -> res2c_branch2c (in-place)
I0228 11:22:52.233762  9676 layer_factory.hpp:77] Creating layer scale2c_branch2c
I0228 11:22:52.233850  9676 net.cpp:122] Setting up scale2c_branch2c
I0228 11:22:52.233856  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.233860  9676 net.cpp:137] Memory required for data: 809238528
I0228 11:22:52.233866  9676 layer_factory.hpp:77] Creating layer res2c
I0228 11:22:52.233872  9676 net.cpp:84] Creating Layer res2c
I0228 11:22:52.233876  9676 net.cpp:406] res2c <- res2b_res2b_relu_0_split_1
I0228 11:22:52.233881  9676 net.cpp:406] res2c <- res2c_branch2c
I0228 11:22:52.233886  9676 net.cpp:380] res2c -> res2c
I0228 11:22:52.233906  9676 net.cpp:122] Setting up res2c
I0228 11:22:52.233911  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.233914  9676 net.cpp:137] Memory required for data: 834928640
I0228 11:22:52.233917  9676 layer_factory.hpp:77] Creating layer res2c_relu
I0228 11:22:52.233923  9676 net.cpp:84] Creating Layer res2c_relu
I0228 11:22:52.233927  9676 net.cpp:406] res2c_relu <- res2c
I0228 11:22:52.233932  9676 net.cpp:367] res2c_relu -> res2c (in-place)
I0228 11:22:52.234076  9676 net.cpp:122] Setting up res2c_relu
I0228 11:22:52.234084  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.234088  9676 net.cpp:137] Memory required for data: 860618752
I0228 11:22:52.234093  9676 layer_factory.hpp:77] Creating layer res2c_res2c_relu_0_split
I0228 11:22:52.234098  9676 net.cpp:84] Creating Layer res2c_res2c_relu_0_split
I0228 11:22:52.234102  9676 net.cpp:406] res2c_res2c_relu_0_split <- res2c
I0228 11:22:52.234129  9676 net.cpp:380] res2c_res2c_relu_0_split -> res2c_res2c_relu_0_split_0
I0228 11:22:52.234136  9676 net.cpp:380] res2c_res2c_relu_0_split -> res2c_res2c_relu_0_split_1
I0228 11:22:52.234171  9676 net.cpp:122] Setting up res2c_res2c_relu_0_split
I0228 11:22:52.234177  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.234182  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.234186  9676 net.cpp:137] Memory required for data: 911998976
I0228 11:22:52.234190  9676 layer_factory.hpp:77] Creating layer res3a_branch1
I0228 11:22:52.234199  9676 net.cpp:84] Creating Layer res3a_branch1
I0228 11:22:52.234202  9676 net.cpp:406] res3a_branch1 <- res2c_res2c_relu_0_split_0
I0228 11:22:52.234207  9676 net.cpp:380] res3a_branch1 -> res3a_branch1
I0228 11:22:52.235916  9676 net.cpp:122] Setting up res3a_branch1
I0228 11:22:52.235931  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.235935  9676 net.cpp:137] Memory required for data: 924844032
I0228 11:22:52.235941  9676 layer_factory.hpp:77] Creating layer bn3a_branch1
I0228 11:22:52.235949  9676 net.cpp:84] Creating Layer bn3a_branch1
I0228 11:22:52.235954  9676 net.cpp:406] bn3a_branch1 <- res3a_branch1
I0228 11:22:52.235961  9676 net.cpp:367] bn3a_branch1 -> res3a_branch1 (in-place)
I0228 11:22:52.236930  9676 net.cpp:122] Setting up bn3a_branch1
I0228 11:22:52.236945  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.236949  9676 net.cpp:137] Memory required for data: 937689088
I0228 11:22:52.236963  9676 layer_factory.hpp:77] Creating layer scale3a_branch1
I0228 11:22:52.236970  9676 net.cpp:84] Creating Layer scale3a_branch1
I0228 11:22:52.236975  9676 net.cpp:406] scale3a_branch1 <- res3a_branch1
I0228 11:22:52.236981  9676 net.cpp:367] scale3a_branch1 -> res3a_branch1 (in-place)
I0228 11:22:52.237020  9676 layer_factory.hpp:77] Creating layer scale3a_branch1
I0228 11:22:52.237120  9676 net.cpp:122] Setting up scale3a_branch1
I0228 11:22:52.237128  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.237131  9676 net.cpp:137] Memory required for data: 950534144
I0228 11:22:52.237138  9676 layer_factory.hpp:77] Creating layer res3a_branch2a
I0228 11:22:52.237145  9676 net.cpp:84] Creating Layer res3a_branch2a
I0228 11:22:52.237149  9676 net.cpp:406] res3a_branch2a <- res2c_res2c_relu_0_split_1
I0228 11:22:52.237155  9676 net.cpp:380] res3a_branch2a -> res3a_branch2a
I0228 11:22:52.237996  9676 net.cpp:122] Setting up res3a_branch2a
I0228 11:22:52.238010  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.238014  9676 net.cpp:137] Memory required for data: 953745408
I0228 11:22:52.238021  9676 layer_factory.hpp:77] Creating layer bn3a_branch2a
I0228 11:22:52.238029  9676 net.cpp:84] Creating Layer bn3a_branch2a
I0228 11:22:52.238032  9676 net.cpp:406] bn3a_branch2a <- res3a_branch2a
I0228 11:22:52.238039  9676 net.cpp:367] bn3a_branch2a -> res3a_branch2a (in-place)
I0228 11:22:52.238220  9676 net.cpp:122] Setting up bn3a_branch2a
I0228 11:22:52.238229  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.238232  9676 net.cpp:137] Memory required for data: 956956672
I0228 11:22:52.238242  9676 layer_factory.hpp:77] Creating layer scale3a_branch2a
I0228 11:22:52.238250  9676 net.cpp:84] Creating Layer scale3a_branch2a
I0228 11:22:52.238253  9676 net.cpp:406] scale3a_branch2a <- res3a_branch2a
I0228 11:22:52.238260  9676 net.cpp:367] scale3a_branch2a -> res3a_branch2a (in-place)
I0228 11:22:52.238294  9676 layer_factory.hpp:77] Creating layer scale3a_branch2a
I0228 11:22:52.238387  9676 net.cpp:122] Setting up scale3a_branch2a
I0228 11:22:52.238394  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.238397  9676 net.cpp:137] Memory required for data: 960167936
I0228 11:22:52.238404  9676 layer_factory.hpp:77] Creating layer res3a_branch2a_relu
I0228 11:22:52.238410  9676 net.cpp:84] Creating Layer res3a_branch2a_relu
I0228 11:22:52.238415  9676 net.cpp:406] res3a_branch2a_relu <- res3a_branch2a
I0228 11:22:52.238420  9676 net.cpp:367] res3a_branch2a_relu -> res3a_branch2a (in-place)
I0228 11:22:52.238582  9676 net.cpp:122] Setting up res3a_branch2a_relu
I0228 11:22:52.238591  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.238595  9676 net.cpp:137] Memory required for data: 963379200
I0228 11:22:52.238598  9676 layer_factory.hpp:77] Creating layer res3a_branch2b
I0228 11:22:52.238605  9676 net.cpp:84] Creating Layer res3a_branch2b
I0228 11:22:52.238610  9676 net.cpp:406] res3a_branch2b <- res3a_branch2a
I0228 11:22:52.238617  9676 net.cpp:380] res3a_branch2b -> res3a_branch2b
I0228 11:22:52.239732  9676 net.cpp:122] Setting up res3a_branch2b
I0228 11:22:52.239745  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.239749  9676 net.cpp:137] Memory required for data: 966590464
I0228 11:22:52.239758  9676 layer_factory.hpp:77] Creating layer bn3a_branch2b
I0228 11:22:52.239765  9676 net.cpp:84] Creating Layer bn3a_branch2b
I0228 11:22:52.239769  9676 net.cpp:406] bn3a_branch2b <- res3a_branch2b
I0228 11:22:52.239775  9676 net.cpp:367] bn3a_branch2b -> res3a_branch2b (in-place)
I0228 11:22:52.239928  9676 net.cpp:122] Setting up bn3a_branch2b
I0228 11:22:52.239934  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.239938  9676 net.cpp:137] Memory required for data: 969801728
I0228 11:22:52.239949  9676 layer_factory.hpp:77] Creating layer scale3a_branch2b
I0228 11:22:52.239955  9676 net.cpp:84] Creating Layer scale3a_branch2b
I0228 11:22:52.239959  9676 net.cpp:406] scale3a_branch2b <- res3a_branch2b
I0228 11:22:52.239965  9676 net.cpp:367] scale3a_branch2b -> res3a_branch2b (in-place)
I0228 11:22:52.240000  9676 layer_factory.hpp:77] Creating layer scale3a_branch2b
I0228 11:22:52.240084  9676 net.cpp:122] Setting up scale3a_branch2b
I0228 11:22:52.240092  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.240094  9676 net.cpp:137] Memory required for data: 973012992
I0228 11:22:52.240101  9676 layer_factory.hpp:77] Creating layer res3a_branch2b_relu
I0228 11:22:52.240106  9676 net.cpp:84] Creating Layer res3a_branch2b_relu
I0228 11:22:52.240110  9676 net.cpp:406] res3a_branch2b_relu <- res3a_branch2b
I0228 11:22:52.240115  9676 net.cpp:367] res3a_branch2b_relu -> res3a_branch2b (in-place)
I0228 11:22:52.240491  9676 net.cpp:122] Setting up res3a_branch2b_relu
I0228 11:22:52.240504  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.240507  9676 net.cpp:137] Memory required for data: 976224256
I0228 11:22:52.240514  9676 layer_factory.hpp:77] Creating layer res3a_branch2c
I0228 11:22:52.240527  9676 net.cpp:84] Creating Layer res3a_branch2c
I0228 11:22:52.240532  9676 net.cpp:406] res3a_branch2c <- res3a_branch2b
I0228 11:22:52.240538  9676 net.cpp:380] res3a_branch2c -> res3a_branch2c
I0228 11:22:52.241183  9676 net.cpp:122] Setting up res3a_branch2c
I0228 11:22:52.241194  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.241199  9676 net.cpp:137] Memory required for data: 989069312
I0228 11:22:52.241205  9676 layer_factory.hpp:77] Creating layer bn3a_branch2c
I0228 11:22:52.241211  9676 net.cpp:84] Creating Layer bn3a_branch2c
I0228 11:22:52.241215  9676 net.cpp:406] bn3a_branch2c <- res3a_branch2c
I0228 11:22:52.241221  9676 net.cpp:367] bn3a_branch2c -> res3a_branch2c (in-place)
I0228 11:22:52.241371  9676 net.cpp:122] Setting up bn3a_branch2c
I0228 11:22:52.241379  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.241382  9676 net.cpp:137] Memory required for data: 1001914368
I0228 11:22:52.241389  9676 layer_factory.hpp:77] Creating layer scale3a_branch2c
I0228 11:22:52.241395  9676 net.cpp:84] Creating Layer scale3a_branch2c
I0228 11:22:52.241400  9676 net.cpp:406] scale3a_branch2c <- res3a_branch2c
I0228 11:22:52.241405  9676 net.cpp:367] scale3a_branch2c -> res3a_branch2c (in-place)
I0228 11:22:52.241438  9676 layer_factory.hpp:77] Creating layer scale3a_branch2c
I0228 11:22:52.241523  9676 net.cpp:122] Setting up scale3a_branch2c
I0228 11:22:52.241530  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.241533  9676 net.cpp:137] Memory required for data: 1014759424
I0228 11:22:52.241540  9676 layer_factory.hpp:77] Creating layer res3a
I0228 11:22:52.241545  9676 net.cpp:84] Creating Layer res3a
I0228 11:22:52.241549  9676 net.cpp:406] res3a <- res3a_branch1
I0228 11:22:52.241554  9676 net.cpp:406] res3a <- res3a_branch2c
I0228 11:22:52.241559  9676 net.cpp:380] res3a -> res3a
I0228 11:22:52.241577  9676 net.cpp:122] Setting up res3a
I0228 11:22:52.241585  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.241587  9676 net.cpp:137] Memory required for data: 1027604480
I0228 11:22:52.241592  9676 layer_factory.hpp:77] Creating layer res3a_relu
I0228 11:22:52.241598  9676 net.cpp:84] Creating Layer res3a_relu
I0228 11:22:52.241601  9676 net.cpp:406] res3a_relu <- res3a
I0228 11:22:52.241606  9676 net.cpp:367] res3a_relu -> res3a (in-place)
I0228 11:22:52.241997  9676 net.cpp:122] Setting up res3a_relu
I0228 11:22:52.242010  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.242013  9676 net.cpp:137] Memory required for data: 1040449536
I0228 11:22:52.242018  9676 layer_factory.hpp:77] Creating layer res3a_res3a_relu_0_split
I0228 11:22:52.242024  9676 net.cpp:84] Creating Layer res3a_res3a_relu_0_split
I0228 11:22:52.242028  9676 net.cpp:406] res3a_res3a_relu_0_split <- res3a
I0228 11:22:52.242038  9676 net.cpp:380] res3a_res3a_relu_0_split -> res3a_res3a_relu_0_split_0
I0228 11:22:52.242045  9676 net.cpp:380] res3a_res3a_relu_0_split -> res3a_res3a_relu_0_split_1
I0228 11:22:52.242084  9676 net.cpp:122] Setting up res3a_res3a_relu_0_split
I0228 11:22:52.242091  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.242096  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.242100  9676 net.cpp:137] Memory required for data: 1066139648
I0228 11:22:52.242103  9676 layer_factory.hpp:77] Creating layer res3b_branch2a
I0228 11:22:52.242136  9676 net.cpp:84] Creating Layer res3b_branch2a
I0228 11:22:52.242141  9676 net.cpp:406] res3b_branch2a <- res3a_res3a_relu_0_split_0
I0228 11:22:52.242147  9676 net.cpp:380] res3b_branch2a -> res3b_branch2a
I0228 11:22:52.243269  9676 net.cpp:122] Setting up res3b_branch2a
I0228 11:22:52.243283  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.243288  9676 net.cpp:137] Memory required for data: 1069350912
I0228 11:22:52.243296  9676 layer_factory.hpp:77] Creating layer bn3b_branch2a
I0228 11:22:52.243304  9676 net.cpp:84] Creating Layer bn3b_branch2a
I0228 11:22:52.243309  9676 net.cpp:406] bn3b_branch2a <- res3b_branch2a
I0228 11:22:52.243314  9676 net.cpp:367] bn3b_branch2a -> res3b_branch2a (in-place)
I0228 11:22:52.243472  9676 net.cpp:122] Setting up bn3b_branch2a
I0228 11:22:52.243479  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.243482  9676 net.cpp:137] Memory required for data: 1072562176
I0228 11:22:52.243491  9676 layer_factory.hpp:77] Creating layer scale3b_branch2a
I0228 11:22:52.243497  9676 net.cpp:84] Creating Layer scale3b_branch2a
I0228 11:22:52.243501  9676 net.cpp:406] scale3b_branch2a <- res3b_branch2a
I0228 11:22:52.243506  9676 net.cpp:367] scale3b_branch2a -> res3b_branch2a (in-place)
I0228 11:22:52.243540  9676 layer_factory.hpp:77] Creating layer scale3b_branch2a
I0228 11:22:52.243629  9676 net.cpp:122] Setting up scale3b_branch2a
I0228 11:22:52.243636  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.243639  9676 net.cpp:137] Memory required for data: 1075773440
I0228 11:22:52.243646  9676 layer_factory.hpp:77] Creating layer res3b_branch2a_relu
I0228 11:22:52.243652  9676 net.cpp:84] Creating Layer res3b_branch2a_relu
I0228 11:22:52.243655  9676 net.cpp:406] res3b_branch2a_relu <- res3b_branch2a
I0228 11:22:52.243660  9676 net.cpp:367] res3b_branch2a_relu -> res3b_branch2a (in-place)
I0228 11:22:52.243818  9676 net.cpp:122] Setting up res3b_branch2a_relu
I0228 11:22:52.243826  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.243829  9676 net.cpp:137] Memory required for data: 1078984704
I0228 11:22:52.243835  9676 layer_factory.hpp:77] Creating layer res3b_branch2b
I0228 11:22:52.243842  9676 net.cpp:84] Creating Layer res3b_branch2b
I0228 11:22:52.243846  9676 net.cpp:406] res3b_branch2b <- res3b_branch2a
I0228 11:22:52.243852  9676 net.cpp:380] res3b_branch2b -> res3b_branch2b
I0228 11:22:52.245209  9676 net.cpp:122] Setting up res3b_branch2b
I0228 11:22:52.245223  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.245227  9676 net.cpp:137] Memory required for data: 1082195968
I0228 11:22:52.245234  9676 layer_factory.hpp:77] Creating layer bn3b_branch2b
I0228 11:22:52.245241  9676 net.cpp:84] Creating Layer bn3b_branch2b
I0228 11:22:52.245245  9676 net.cpp:406] bn3b_branch2b <- res3b_branch2b
I0228 11:22:52.245252  9676 net.cpp:367] bn3b_branch2b -> res3b_branch2b (in-place)
I0228 11:22:52.245412  9676 net.cpp:122] Setting up bn3b_branch2b
I0228 11:22:52.245419  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.245424  9676 net.cpp:137] Memory required for data: 1085407232
I0228 11:22:52.245431  9676 layer_factory.hpp:77] Creating layer scale3b_branch2b
I0228 11:22:52.245437  9676 net.cpp:84] Creating Layer scale3b_branch2b
I0228 11:22:52.245441  9676 net.cpp:406] scale3b_branch2b <- res3b_branch2b
I0228 11:22:52.245446  9676 net.cpp:367] scale3b_branch2b -> res3b_branch2b (in-place)
I0228 11:22:52.245486  9676 layer_factory.hpp:77] Creating layer scale3b_branch2b
I0228 11:22:52.245573  9676 net.cpp:122] Setting up scale3b_branch2b
I0228 11:22:52.245580  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.245584  9676 net.cpp:137] Memory required for data: 1088618496
I0228 11:22:52.245594  9676 layer_factory.hpp:77] Creating layer res3b_branch2b_relu
I0228 11:22:52.245599  9676 net.cpp:84] Creating Layer res3b_branch2b_relu
I0228 11:22:52.245602  9676 net.cpp:406] res3b_branch2b_relu <- res3b_branch2b
I0228 11:22:52.245607  9676 net.cpp:367] res3b_branch2b_relu -> res3b_branch2b (in-place)
I0228 11:22:52.245765  9676 net.cpp:122] Setting up res3b_branch2b_relu
I0228 11:22:52.245774  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.245777  9676 net.cpp:137] Memory required for data: 1091829760
I0228 11:22:52.245781  9676 layer_factory.hpp:77] Creating layer res3b_branch2c
I0228 11:22:52.245788  9676 net.cpp:84] Creating Layer res3b_branch2c
I0228 11:22:52.245792  9676 net.cpp:406] res3b_branch2c <- res3b_branch2b
I0228 11:22:52.245798  9676 net.cpp:380] res3b_branch2c -> res3b_branch2c
I0228 11:22:52.246743  9676 net.cpp:122] Setting up res3b_branch2c
I0228 11:22:52.246757  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.246762  9676 net.cpp:137] Memory required for data: 1104674816
I0228 11:22:52.246767  9676 layer_factory.hpp:77] Creating layer bn3b_branch2c
I0228 11:22:52.246774  9676 net.cpp:84] Creating Layer bn3b_branch2c
I0228 11:22:52.246779  9676 net.cpp:406] bn3b_branch2c <- res3b_branch2c
I0228 11:22:52.246784  9676 net.cpp:367] bn3b_branch2c -> res3b_branch2c (in-place)
I0228 11:22:52.246940  9676 net.cpp:122] Setting up bn3b_branch2c
I0228 11:22:52.246948  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.246951  9676 net.cpp:137] Memory required for data: 1117519872
I0228 11:22:52.246959  9676 layer_factory.hpp:77] Creating layer scale3b_branch2c
I0228 11:22:52.246965  9676 net.cpp:84] Creating Layer scale3b_branch2c
I0228 11:22:52.246969  9676 net.cpp:406] scale3b_branch2c <- res3b_branch2c
I0228 11:22:52.246975  9676 net.cpp:367] scale3b_branch2c -> res3b_branch2c (in-place)
I0228 11:22:52.247009  9676 layer_factory.hpp:77] Creating layer scale3b_branch2c
I0228 11:22:52.247098  9676 net.cpp:122] Setting up scale3b_branch2c
I0228 11:22:52.247105  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.247108  9676 net.cpp:137] Memory required for data: 1130364928
I0228 11:22:52.247117  9676 layer_factory.hpp:77] Creating layer res3b
I0228 11:22:52.247123  9676 net.cpp:84] Creating Layer res3b
I0228 11:22:52.247128  9676 net.cpp:406] res3b <- res3a_res3a_relu_0_split_1
I0228 11:22:52.247133  9676 net.cpp:406] res3b <- res3b_branch2c
I0228 11:22:52.247138  9676 net.cpp:380] res3b -> res3b
I0228 11:22:52.247159  9676 net.cpp:122] Setting up res3b
I0228 11:22:52.247164  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.247167  9676 net.cpp:137] Memory required for data: 1143209984
I0228 11:22:52.247171  9676 layer_factory.hpp:77] Creating layer res3b_relu
I0228 11:22:52.247176  9676 net.cpp:84] Creating Layer res3b_relu
I0228 11:22:52.247179  9676 net.cpp:406] res3b_relu <- res3b
I0228 11:22:52.247184  9676 net.cpp:367] res3b_relu -> res3b (in-place)
I0228 11:22:52.247331  9676 net.cpp:122] Setting up res3b_relu
I0228 11:22:52.247339  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.247342  9676 net.cpp:137] Memory required for data: 1156055040
I0228 11:22:52.247347  9676 layer_factory.hpp:77] Creating layer res3b_res3b_relu_0_split
I0228 11:22:52.247354  9676 net.cpp:84] Creating Layer res3b_res3b_relu_0_split
I0228 11:22:52.247356  9676 net.cpp:406] res3b_res3b_relu_0_split <- res3b
I0228 11:22:52.247362  9676 net.cpp:380] res3b_res3b_relu_0_split -> res3b_res3b_relu_0_split_0
I0228 11:22:52.247368  9676 net.cpp:380] res3b_res3b_relu_0_split -> res3b_res3b_relu_0_split_1
I0228 11:22:52.247401  9676 net.cpp:122] Setting up res3b_res3b_relu_0_split
I0228 11:22:52.247407  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.247416  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.247419  9676 net.cpp:137] Memory required for data: 1181745152
I0228 11:22:52.247424  9676 layer_factory.hpp:77] Creating layer res3c_branch2a
I0228 11:22:52.247431  9676 net.cpp:84] Creating Layer res3c_branch2a
I0228 11:22:52.247436  9676 net.cpp:406] res3c_branch2a <- res3b_res3b_relu_0_split_0
I0228 11:22:52.247442  9676 net.cpp:380] res3c_branch2a -> res3c_branch2a
I0228 11:22:52.248317  9676 net.cpp:122] Setting up res3c_branch2a
I0228 11:22:52.248329  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.248333  9676 net.cpp:137] Memory required for data: 1184956416
I0228 11:22:52.248340  9676 layer_factory.hpp:77] Creating layer bn3c_branch2a
I0228 11:22:52.248347  9676 net.cpp:84] Creating Layer bn3c_branch2a
I0228 11:22:52.248351  9676 net.cpp:406] bn3c_branch2a <- res3c_branch2a
I0228 11:22:52.248356  9676 net.cpp:367] bn3c_branch2a -> res3c_branch2a (in-place)
I0228 11:22:52.248514  9676 net.cpp:122] Setting up bn3c_branch2a
I0228 11:22:52.248520  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.248524  9676 net.cpp:137] Memory required for data: 1188167680
I0228 11:22:52.248533  9676 layer_factory.hpp:77] Creating layer scale3c_branch2a
I0228 11:22:52.248538  9676 net.cpp:84] Creating Layer scale3c_branch2a
I0228 11:22:52.248543  9676 net.cpp:406] scale3c_branch2a <- res3c_branch2a
I0228 11:22:52.248548  9676 net.cpp:367] scale3c_branch2a -> res3c_branch2a (in-place)
I0228 11:22:52.248580  9676 layer_factory.hpp:77] Creating layer scale3c_branch2a
I0228 11:22:52.248669  9676 net.cpp:122] Setting up scale3c_branch2a
I0228 11:22:52.248677  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.248679  9676 net.cpp:137] Memory required for data: 1191378944
I0228 11:22:52.248688  9676 layer_factory.hpp:77] Creating layer res3c_branch2a_relu
I0228 11:22:52.248694  9676 net.cpp:84] Creating Layer res3c_branch2a_relu
I0228 11:22:52.248698  9676 net.cpp:406] res3c_branch2a_relu <- res3c_branch2a
I0228 11:22:52.248703  9676 net.cpp:367] res3c_branch2a_relu -> res3c_branch2a (in-place)
I0228 11:22:52.248847  9676 net.cpp:122] Setting up res3c_branch2a_relu
I0228 11:22:52.248857  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.248859  9676 net.cpp:137] Memory required for data: 1194590208
I0228 11:22:52.248863  9676 layer_factory.hpp:77] Creating layer res3c_branch2b
I0228 11:22:52.248872  9676 net.cpp:84] Creating Layer res3c_branch2b
I0228 11:22:52.248875  9676 net.cpp:406] res3c_branch2b <- res3c_branch2a
I0228 11:22:52.248880  9676 net.cpp:380] res3c_branch2b -> res3c_branch2b
I0228 11:22:52.250852  9676 net.cpp:122] Setting up res3c_branch2b
I0228 11:22:52.250866  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.250871  9676 net.cpp:137] Memory required for data: 1197801472
I0228 11:22:52.250879  9676 layer_factory.hpp:77] Creating layer bn3c_branch2b
I0228 11:22:52.250885  9676 net.cpp:84] Creating Layer bn3c_branch2b
I0228 11:22:52.250890  9676 net.cpp:406] bn3c_branch2b <- res3c_branch2b
I0228 11:22:52.250896  9676 net.cpp:367] bn3c_branch2b -> res3c_branch2b (in-place)
I0228 11:22:52.251057  9676 net.cpp:122] Setting up bn3c_branch2b
I0228 11:22:52.251065  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.251068  9676 net.cpp:137] Memory required for data: 1201012736
I0228 11:22:52.251080  9676 layer_factory.hpp:77] Creating layer scale3c_branch2b
I0228 11:22:52.251085  9676 net.cpp:84] Creating Layer scale3c_branch2b
I0228 11:22:52.251090  9676 net.cpp:406] scale3c_branch2b <- res3c_branch2b
I0228 11:22:52.251094  9676 net.cpp:367] scale3c_branch2b -> res3c_branch2b (in-place)
I0228 11:22:52.251129  9676 layer_factory.hpp:77] Creating layer scale3c_branch2b
I0228 11:22:52.251219  9676 net.cpp:122] Setting up scale3c_branch2b
I0228 11:22:52.251226  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.251230  9676 net.cpp:137] Memory required for data: 1204224000
I0228 11:22:52.251241  9676 layer_factory.hpp:77] Creating layer res3c_branch2b_relu
I0228 11:22:52.251247  9676 net.cpp:84] Creating Layer res3c_branch2b_relu
I0228 11:22:52.251251  9676 net.cpp:406] res3c_branch2b_relu <- res3c_branch2b
I0228 11:22:52.251255  9676 net.cpp:367] res3c_branch2b_relu -> res3c_branch2b (in-place)
I0228 11:22:52.251639  9676 net.cpp:122] Setting up res3c_branch2b_relu
I0228 11:22:52.251652  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.251657  9676 net.cpp:137] Memory required for data: 1207435264
I0228 11:22:52.251660  9676 layer_factory.hpp:77] Creating layer res3c_branch2c
I0228 11:22:52.251668  9676 net.cpp:84] Creating Layer res3c_branch2c
I0228 11:22:52.251673  9676 net.cpp:406] res3c_branch2c <- res3c_branch2b
I0228 11:22:52.251679  9676 net.cpp:380] res3c_branch2c -> res3c_branch2c
I0228 11:22:52.252323  9676 net.cpp:122] Setting up res3c_branch2c
I0228 11:22:52.252334  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.252338  9676 net.cpp:137] Memory required for data: 1220280320
I0228 11:22:52.252346  9676 layer_factory.hpp:77] Creating layer bn3c_branch2c
I0228 11:22:52.252352  9676 net.cpp:84] Creating Layer bn3c_branch2c
I0228 11:22:52.252357  9676 net.cpp:406] bn3c_branch2c <- res3c_branch2c
I0228 11:22:52.252362  9676 net.cpp:367] bn3c_branch2c -> res3c_branch2c (in-place)
I0228 11:22:52.252519  9676 net.cpp:122] Setting up bn3c_branch2c
I0228 11:22:52.252526  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.252530  9676 net.cpp:137] Memory required for data: 1233125376
I0228 11:22:52.252538  9676 layer_factory.hpp:77] Creating layer scale3c_branch2c
I0228 11:22:52.252544  9676 net.cpp:84] Creating Layer scale3c_branch2c
I0228 11:22:52.252548  9676 net.cpp:406] scale3c_branch2c <- res3c_branch2c
I0228 11:22:52.252554  9676 net.cpp:367] scale3c_branch2c -> res3c_branch2c (in-place)
I0228 11:22:52.252590  9676 layer_factory.hpp:77] Creating layer scale3c_branch2c
I0228 11:22:52.252681  9676 net.cpp:122] Setting up scale3c_branch2c
I0228 11:22:52.252687  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.252691  9676 net.cpp:137] Memory required for data: 1245970432
I0228 11:22:52.252697  9676 layer_factory.hpp:77] Creating layer res3c
I0228 11:22:52.252703  9676 net.cpp:84] Creating Layer res3c
I0228 11:22:52.252707  9676 net.cpp:406] res3c <- res3b_res3b_relu_0_split_1
I0228 11:22:52.252712  9676 net.cpp:406] res3c <- res3c_branch2c
I0228 11:22:52.252717  9676 net.cpp:380] res3c -> res3c
I0228 11:22:52.252737  9676 net.cpp:122] Setting up res3c
I0228 11:22:52.252743  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.252748  9676 net.cpp:137] Memory required for data: 1258815488
I0228 11:22:52.252750  9676 layer_factory.hpp:77] Creating layer res3c_relu
I0228 11:22:52.252755  9676 net.cpp:84] Creating Layer res3c_relu
I0228 11:22:52.252759  9676 net.cpp:406] res3c_relu <- res3c
I0228 11:22:52.252764  9676 net.cpp:367] res3c_relu -> res3c (in-place)
I0228 11:22:52.253145  9676 net.cpp:122] Setting up res3c_relu
I0228 11:22:52.253159  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.253161  9676 net.cpp:137] Memory required for data: 1271660544
I0228 11:22:52.253167  9676 layer_factory.hpp:77] Creating layer res3c_res3c_relu_0_split
I0228 11:22:52.253175  9676 net.cpp:84] Creating Layer res3c_res3c_relu_0_split
I0228 11:22:52.253178  9676 net.cpp:406] res3c_res3c_relu_0_split <- res3c
I0228 11:22:52.253183  9676 net.cpp:380] res3c_res3c_relu_0_split -> res3c_res3c_relu_0_split_0
I0228 11:22:52.253191  9676 net.cpp:380] res3c_res3c_relu_0_split -> res3c_res3c_relu_0_split_1
I0228 11:22:52.253227  9676 net.cpp:122] Setting up res3c_res3c_relu_0_split
I0228 11:22:52.253233  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.253238  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.253242  9676 net.cpp:137] Memory required for data: 1297350656
I0228 11:22:52.253245  9676 layer_factory.hpp:77] Creating layer res3d_branch2a
I0228 11:22:52.253253  9676 net.cpp:84] Creating Layer res3d_branch2a
I0228 11:22:52.253260  9676 net.cpp:406] res3d_branch2a <- res3c_res3c_relu_0_split_0
I0228 11:22:52.253268  9676 net.cpp:380] res3d_branch2a -> res3d_branch2a
I0228 11:22:52.255043  9676 net.cpp:122] Setting up res3d_branch2a
I0228 11:22:52.255058  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.255060  9676 net.cpp:137] Memory required for data: 1300561920
I0228 11:22:52.255069  9676 layer_factory.hpp:77] Creating layer bn3d_branch2a
I0228 11:22:52.255075  9676 net.cpp:84] Creating Layer bn3d_branch2a
I0228 11:22:52.255079  9676 net.cpp:406] bn3d_branch2a <- res3d_branch2a
I0228 11:22:52.255085  9676 net.cpp:367] bn3d_branch2a -> res3d_branch2a (in-place)
I0228 11:22:52.255249  9676 net.cpp:122] Setting up bn3d_branch2a
I0228 11:22:52.255256  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.255259  9676 net.cpp:137] Memory required for data: 1303773184
I0228 11:22:52.255291  9676 layer_factory.hpp:77] Creating layer scale3d_branch2a
I0228 11:22:52.255300  9676 net.cpp:84] Creating Layer scale3d_branch2a
I0228 11:22:52.255303  9676 net.cpp:406] scale3d_branch2a <- res3d_branch2a
I0228 11:22:52.255308  9676 net.cpp:367] scale3d_branch2a -> res3d_branch2a (in-place)
I0228 11:22:52.255347  9676 layer_factory.hpp:77] Creating layer scale3d_branch2a
I0228 11:22:52.255442  9676 net.cpp:122] Setting up scale3d_branch2a
I0228 11:22:52.255448  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.255452  9676 net.cpp:137] Memory required for data: 1306984448
I0228 11:22:52.255458  9676 layer_factory.hpp:77] Creating layer res3d_branch2a_relu
I0228 11:22:52.255465  9676 net.cpp:84] Creating Layer res3d_branch2a_relu
I0228 11:22:52.255468  9676 net.cpp:406] res3d_branch2a_relu <- res3d_branch2a
I0228 11:22:52.255472  9676 net.cpp:367] res3d_branch2a_relu -> res3d_branch2a (in-place)
I0228 11:22:52.255622  9676 net.cpp:122] Setting up res3d_branch2a_relu
I0228 11:22:52.255631  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.255635  9676 net.cpp:137] Memory required for data: 1310195712
I0228 11:22:52.255638  9676 layer_factory.hpp:77] Creating layer res3d_branch2b
I0228 11:22:52.255645  9676 net.cpp:84] Creating Layer res3d_branch2b
I0228 11:22:52.255650  9676 net.cpp:406] res3d_branch2b <- res3d_branch2a
I0228 11:22:52.255656  9676 net.cpp:380] res3d_branch2b -> res3d_branch2b
I0228 11:22:52.256796  9676 net.cpp:122] Setting up res3d_branch2b
I0228 11:22:52.256810  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.256814  9676 net.cpp:137] Memory required for data: 1313406976
I0228 11:22:52.256824  9676 layer_factory.hpp:77] Creating layer bn3d_branch2b
I0228 11:22:52.256830  9676 net.cpp:84] Creating Layer bn3d_branch2b
I0228 11:22:52.256834  9676 net.cpp:406] bn3d_branch2b <- res3d_branch2b
I0228 11:22:52.256841  9676 net.cpp:367] bn3d_branch2b -> res3d_branch2b (in-place)
I0228 11:22:52.257009  9676 net.cpp:122] Setting up bn3d_branch2b
I0228 11:22:52.257017  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.257020  9676 net.cpp:137] Memory required for data: 1316618240
I0228 11:22:52.257028  9676 layer_factory.hpp:77] Creating layer scale3d_branch2b
I0228 11:22:52.257035  9676 net.cpp:84] Creating Layer scale3d_branch2b
I0228 11:22:52.257038  9676 net.cpp:406] scale3d_branch2b <- res3d_branch2b
I0228 11:22:52.257045  9676 net.cpp:367] scale3d_branch2b -> res3d_branch2b (in-place)
I0228 11:22:52.257079  9676 layer_factory.hpp:77] Creating layer scale3d_branch2b
I0228 11:22:52.257174  9676 net.cpp:122] Setting up scale3d_branch2b
I0228 11:22:52.257179  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.257182  9676 net.cpp:137] Memory required for data: 1319829504
I0228 11:22:52.257189  9676 layer_factory.hpp:77] Creating layer res3d_branch2b_relu
I0228 11:22:52.257195  9676 net.cpp:84] Creating Layer res3d_branch2b_relu
I0228 11:22:52.257200  9676 net.cpp:406] res3d_branch2b_relu <- res3d_branch2b
I0228 11:22:52.257203  9676 net.cpp:367] res3d_branch2b_relu -> res3d_branch2b (in-place)
I0228 11:22:52.257364  9676 net.cpp:122] Setting up res3d_branch2b_relu
I0228 11:22:52.257376  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.257380  9676 net.cpp:137] Memory required for data: 1323040768
I0228 11:22:52.257385  9676 layer_factory.hpp:77] Creating layer res3d_branch2c
I0228 11:22:52.257392  9676 net.cpp:84] Creating Layer res3d_branch2c
I0228 11:22:52.257396  9676 net.cpp:406] res3d_branch2c <- res3d_branch2b
I0228 11:22:52.257402  9676 net.cpp:380] res3d_branch2c -> res3d_branch2c
I0228 11:22:52.258332  9676 net.cpp:122] Setting up res3d_branch2c
I0228 11:22:52.258347  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.258350  9676 net.cpp:137] Memory required for data: 1335885824
I0228 11:22:52.258358  9676 layer_factory.hpp:77] Creating layer bn3d_branch2c
I0228 11:22:52.258365  9676 net.cpp:84] Creating Layer bn3d_branch2c
I0228 11:22:52.258369  9676 net.cpp:406] bn3d_branch2c <- res3d_branch2c
I0228 11:22:52.258376  9676 net.cpp:367] bn3d_branch2c -> res3d_branch2c (in-place)
I0228 11:22:52.258605  9676 net.cpp:122] Setting up bn3d_branch2c
I0228 11:22:52.258612  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.258616  9676 net.cpp:137] Memory required for data: 1348730880
I0228 11:22:52.258632  9676 layer_factory.hpp:77] Creating layer scale3d_branch2c
I0228 11:22:52.258639  9676 net.cpp:84] Creating Layer scale3d_branch2c
I0228 11:22:52.258643  9676 net.cpp:406] scale3d_branch2c <- res3d_branch2c
I0228 11:22:52.258649  9676 net.cpp:367] scale3d_branch2c -> res3d_branch2c (in-place)
I0228 11:22:52.258689  9676 layer_factory.hpp:77] Creating layer scale3d_branch2c
I0228 11:22:52.258803  9676 net.cpp:122] Setting up scale3d_branch2c
I0228 11:22:52.258810  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.258815  9676 net.cpp:137] Memory required for data: 1361575936
I0228 11:22:52.258823  9676 layer_factory.hpp:77] Creating layer res3d
I0228 11:22:52.258829  9676 net.cpp:84] Creating Layer res3d
I0228 11:22:52.258833  9676 net.cpp:406] res3d <- res3c_res3c_relu_0_split_1
I0228 11:22:52.258839  9676 net.cpp:406] res3d <- res3d_branch2c
I0228 11:22:52.258844  9676 net.cpp:380] res3d -> res3d
I0228 11:22:52.258867  9676 net.cpp:122] Setting up res3d
I0228 11:22:52.258873  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.258877  9676 net.cpp:137] Memory required for data: 1374420992
I0228 11:22:52.258895  9676 layer_factory.hpp:77] Creating layer res3d_relu
I0228 11:22:52.258900  9676 net.cpp:84] Creating Layer res3d_relu
I0228 11:22:52.258904  9676 net.cpp:406] res3d_relu <- res3d
I0228 11:22:52.258909  9676 net.cpp:367] res3d_relu -> res3d (in-place)
I0228 11:22:52.259058  9676 net.cpp:122] Setting up res3d_relu
I0228 11:22:52.259066  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.259069  9676 net.cpp:137] Memory required for data: 1387266048
I0228 11:22:52.259073  9676 layer_factory.hpp:77] Creating layer res3d_res3d_relu_0_split
I0228 11:22:52.259079  9676 net.cpp:84] Creating Layer res3d_res3d_relu_0_split
I0228 11:22:52.259083  9676 net.cpp:406] res3d_res3d_relu_0_split <- res3d
I0228 11:22:52.259088  9676 net.cpp:380] res3d_res3d_relu_0_split -> res3d_res3d_relu_0_split_0
I0228 11:22:52.259094  9676 net.cpp:380] res3d_res3d_relu_0_split -> res3d_res3d_relu_0_split_1
I0228 11:22:52.259130  9676 net.cpp:122] Setting up res3d_res3d_relu_0_split
I0228 11:22:52.259135  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.259140  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.259143  9676 net.cpp:137] Memory required for data: 1412956160
I0228 11:22:52.259146  9676 layer_factory.hpp:77] Creating layer res4a_branch1
I0228 11:22:52.259155  9676 net.cpp:84] Creating Layer res4a_branch1
I0228 11:22:52.259158  9676 net.cpp:406] res4a_branch1 <- res3d_res3d_relu_0_split_0
I0228 11:22:52.259165  9676 net.cpp:380] res4a_branch1 -> res4a_branch1
I0228 11:22:52.261194  9676 net.cpp:122] Setting up res4a_branch1
I0228 11:22:52.261209  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.261216  9676 net.cpp:137] Memory required for data: 1419378688
I0228 11:22:52.261225  9676 layer_factory.hpp:77] Creating layer bn4a_branch1
I0228 11:22:52.261234  9676 net.cpp:84] Creating Layer bn4a_branch1
I0228 11:22:52.261237  9676 net.cpp:406] bn4a_branch1 <- res4a_branch1
I0228 11:22:52.261243  9676 net.cpp:367] bn4a_branch1 -> res4a_branch1 (in-place)
I0228 11:22:52.261500  9676 net.cpp:122] Setting up bn4a_branch1
I0228 11:22:52.261509  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.261513  9676 net.cpp:137] Memory required for data: 1425801216
I0228 11:22:52.261523  9676 layer_factory.hpp:77] Creating layer scale4a_branch1
I0228 11:22:52.261531  9676 net.cpp:84] Creating Layer scale4a_branch1
I0228 11:22:52.261535  9676 net.cpp:406] scale4a_branch1 <- res4a_branch1
I0228 11:22:52.261541  9676 net.cpp:367] scale4a_branch1 -> res4a_branch1 (in-place)
I0228 11:22:52.261580  9676 layer_factory.hpp:77] Creating layer scale4a_branch1
I0228 11:22:52.261730  9676 net.cpp:122] Setting up scale4a_branch1
I0228 11:22:52.261739  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.261742  9676 net.cpp:137] Memory required for data: 1432223744
I0228 11:22:52.261750  9676 layer_factory.hpp:77] Creating layer res4a_branch2a
I0228 11:22:52.261759  9676 net.cpp:84] Creating Layer res4a_branch2a
I0228 11:22:52.261765  9676 net.cpp:406] res4a_branch2a <- res3d_res3d_relu_0_split_1
I0228 11:22:52.261771  9676 net.cpp:380] res4a_branch2a -> res4a_branch2a
I0228 11:22:52.262904  9676 net.cpp:122] Setting up res4a_branch2a
I0228 11:22:52.262918  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.262922  9676 net.cpp:137] Memory required for data: 1433829376
I0228 11:22:52.262930  9676 layer_factory.hpp:77] Creating layer bn4a_branch2a
I0228 11:22:52.262938  9676 net.cpp:84] Creating Layer bn4a_branch2a
I0228 11:22:52.262943  9676 net.cpp:406] bn4a_branch2a <- res4a_branch2a
I0228 11:22:52.262949  9676 net.cpp:367] bn4a_branch2a -> res4a_branch2a (in-place)
I0228 11:22:52.263113  9676 net.cpp:122] Setting up bn4a_branch2a
I0228 11:22:52.263120  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.263123  9676 net.cpp:137] Memory required for data: 1435435008
I0228 11:22:52.263131  9676 layer_factory.hpp:77] Creating layer scale4a_branch2a
I0228 11:22:52.263137  9676 net.cpp:84] Creating Layer scale4a_branch2a
I0228 11:22:52.263141  9676 net.cpp:406] scale4a_branch2a <- res4a_branch2a
I0228 11:22:52.263146  9676 net.cpp:367] scale4a_branch2a -> res4a_branch2a (in-place)
I0228 11:22:52.263182  9676 layer_factory.hpp:77] Creating layer scale4a_branch2a
I0228 11:22:52.263273  9676 net.cpp:122] Setting up scale4a_branch2a
I0228 11:22:52.263279  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.263283  9676 net.cpp:137] Memory required for data: 1437040640
I0228 11:22:52.263290  9676 layer_factory.hpp:77] Creating layer res4a_branch2a_relu
I0228 11:22:52.263295  9676 net.cpp:84] Creating Layer res4a_branch2a_relu
I0228 11:22:52.263299  9676 net.cpp:406] res4a_branch2a_relu <- res4a_branch2a
I0228 11:22:52.263304  9676 net.cpp:367] res4a_branch2a_relu -> res4a_branch2a (in-place)
I0228 11:22:52.263454  9676 net.cpp:122] Setting up res4a_branch2a_relu
I0228 11:22:52.263463  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.263466  9676 net.cpp:137] Memory required for data: 1438646272
I0228 11:22:52.263471  9676 layer_factory.hpp:77] Creating layer res4a_branch2b
I0228 11:22:52.263479  9676 net.cpp:84] Creating Layer res4a_branch2b
I0228 11:22:52.263484  9676 net.cpp:406] res4a_branch2b <- res4a_branch2a
I0228 11:22:52.263489  9676 net.cpp:380] res4a_branch2b -> res4a_branch2b
I0228 11:22:52.265794  9676 net.cpp:122] Setting up res4a_branch2b
I0228 11:22:52.265807  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.265811  9676 net.cpp:137] Memory required for data: 1440251904
I0228 11:22:52.265818  9676 layer_factory.hpp:77] Creating layer bn4a_branch2b
I0228 11:22:52.265826  9676 net.cpp:84] Creating Layer bn4a_branch2b
I0228 11:22:52.265831  9676 net.cpp:406] bn4a_branch2b <- res4a_branch2b
I0228 11:22:52.265842  9676 net.cpp:367] bn4a_branch2b -> res4a_branch2b (in-place)
I0228 11:22:52.266023  9676 net.cpp:122] Setting up bn4a_branch2b
I0228 11:22:52.266031  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.266036  9676 net.cpp:137] Memory required for data: 1441857536
I0228 11:22:52.266043  9676 layer_factory.hpp:77] Creating layer scale4a_branch2b
I0228 11:22:52.266050  9676 net.cpp:84] Creating Layer scale4a_branch2b
I0228 11:22:52.266055  9676 net.cpp:406] scale4a_branch2b <- res4a_branch2b
I0228 11:22:52.266060  9676 net.cpp:367] scale4a_branch2b -> res4a_branch2b (in-place)
I0228 11:22:52.266100  9676 layer_factory.hpp:77] Creating layer scale4a_branch2b
I0228 11:22:52.266233  9676 net.cpp:122] Setting up scale4a_branch2b
I0228 11:22:52.266242  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.266247  9676 net.cpp:137] Memory required for data: 1443463168
I0228 11:22:52.266254  9676 layer_factory.hpp:77] Creating layer res4a_branch2b_relu
I0228 11:22:52.266260  9676 net.cpp:84] Creating Layer res4a_branch2b_relu
I0228 11:22:52.266264  9676 net.cpp:406] res4a_branch2b_relu <- res4a_branch2b
I0228 11:22:52.266273  9676 net.cpp:367] res4a_branch2b_relu -> res4a_branch2b (in-place)
I0228 11:22:52.266464  9676 net.cpp:122] Setting up res4a_branch2b_relu
I0228 11:22:52.266474  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.266477  9676 net.cpp:137] Memory required for data: 1445068800
I0228 11:22:52.266481  9676 layer_factory.hpp:77] Creating layer res4a_branch2c
I0228 11:22:52.266490  9676 net.cpp:84] Creating Layer res4a_branch2c
I0228 11:22:52.266494  9676 net.cpp:406] res4a_branch2c <- res4a_branch2b
I0228 11:22:52.266500  9676 net.cpp:380] res4a_branch2c -> res4a_branch2c
I0228 11:22:52.268347  9676 net.cpp:122] Setting up res4a_branch2c
I0228 11:22:52.268362  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.268365  9676 net.cpp:137] Memory required for data: 1451491328
I0228 11:22:52.268373  9676 layer_factory.hpp:77] Creating layer bn4a_branch2c
I0228 11:22:52.268381  9676 net.cpp:84] Creating Layer bn4a_branch2c
I0228 11:22:52.268385  9676 net.cpp:406] bn4a_branch2c <- res4a_branch2c
I0228 11:22:52.268393  9676 net.cpp:367] bn4a_branch2c -> res4a_branch2c (in-place)
I0228 11:22:52.268573  9676 net.cpp:122] Setting up bn4a_branch2c
I0228 11:22:52.268579  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.268582  9676 net.cpp:137] Memory required for data: 1457913856
I0228 11:22:52.268592  9676 layer_factory.hpp:77] Creating layer scale4a_branch2c
I0228 11:22:52.268600  9676 net.cpp:84] Creating Layer scale4a_branch2c
I0228 11:22:52.268604  9676 net.cpp:406] scale4a_branch2c <- res4a_branch2c
I0228 11:22:52.268610  9676 net.cpp:367] scale4a_branch2c -> res4a_branch2c (in-place)
I0228 11:22:52.268646  9676 layer_factory.hpp:77] Creating layer scale4a_branch2c
I0228 11:22:52.268752  9676 net.cpp:122] Setting up scale4a_branch2c
I0228 11:22:52.268759  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.268762  9676 net.cpp:137] Memory required for data: 1464336384
I0228 11:22:52.268769  9676 layer_factory.hpp:77] Creating layer res4a
I0228 11:22:52.268776  9676 net.cpp:84] Creating Layer res4a
I0228 11:22:52.268780  9676 net.cpp:406] res4a <- res4a_branch1
I0228 11:22:52.268786  9676 net.cpp:406] res4a <- res4a_branch2c
I0228 11:22:52.268792  9676 net.cpp:380] res4a -> res4a
I0228 11:22:52.268815  9676 net.cpp:122] Setting up res4a
I0228 11:22:52.268821  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.268824  9676 net.cpp:137] Memory required for data: 1470758912
I0228 11:22:52.268828  9676 layer_factory.hpp:77] Creating layer res4a_relu
I0228 11:22:52.268836  9676 net.cpp:84] Creating Layer res4a_relu
I0228 11:22:52.268839  9676 net.cpp:406] res4a_relu <- res4a
I0228 11:22:52.268843  9676 net.cpp:367] res4a_relu -> res4a (in-place)
I0228 11:22:52.269248  9676 net.cpp:122] Setting up res4a_relu
I0228 11:22:52.269260  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.269266  9676 net.cpp:137] Memory required for data: 1477181440
I0228 11:22:52.269271  9676 layer_factory.hpp:77] Creating layer res4a_res4a_relu_0_split
I0228 11:22:52.269299  9676 net.cpp:84] Creating Layer res4a_res4a_relu_0_split
I0228 11:22:52.269304  9676 net.cpp:406] res4a_res4a_relu_0_split <- res4a
I0228 11:22:52.269310  9676 net.cpp:380] res4a_res4a_relu_0_split -> res4a_res4a_relu_0_split_0
I0228 11:22:52.269318  9676 net.cpp:380] res4a_res4a_relu_0_split -> res4a_res4a_relu_0_split_1
I0228 11:22:52.269356  9676 net.cpp:122] Setting up res4a_res4a_relu_0_split
I0228 11:22:52.269364  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.269368  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.269371  9676 net.cpp:137] Memory required for data: 1490026496
I0228 11:22:52.269377  9676 layer_factory.hpp:77] Creating layer res4b_branch2a
I0228 11:22:52.269387  9676 net.cpp:84] Creating Layer res4b_branch2a
I0228 11:22:52.269390  9676 net.cpp:406] res4b_branch2a <- res4a_res4a_relu_0_split_0
I0228 11:22:52.269397  9676 net.cpp:380] res4b_branch2a -> res4b_branch2a
I0228 11:22:52.270246  9676 net.cpp:122] Setting up res4b_branch2a
I0228 11:22:52.270258  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.270262  9676 net.cpp:137] Memory required for data: 1491632128
I0228 11:22:52.270268  9676 layer_factory.hpp:77] Creating layer bn4b_branch2a
I0228 11:22:52.270277  9676 net.cpp:84] Creating Layer bn4b_branch2a
I0228 11:22:52.270282  9676 net.cpp:406] bn4b_branch2a <- res4b_branch2a
I0228 11:22:52.270289  9676 net.cpp:367] bn4b_branch2a -> res4b_branch2a (in-place)
I0228 11:22:52.270488  9676 net.cpp:122] Setting up bn4b_branch2a
I0228 11:22:52.270494  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.270498  9676 net.cpp:137] Memory required for data: 1493237760
I0228 11:22:52.270507  9676 layer_factory.hpp:77] Creating layer scale4b_branch2a
I0228 11:22:52.270515  9676 net.cpp:84] Creating Layer scale4b_branch2a
I0228 11:22:52.270519  9676 net.cpp:406] scale4b_branch2a <- res4b_branch2a
I0228 11:22:52.270524  9676 net.cpp:367] scale4b_branch2a -> res4b_branch2a (in-place)
I0228 11:22:52.270563  9676 layer_factory.hpp:77] Creating layer scale4b_branch2a
I0228 11:22:52.270665  9676 net.cpp:122] Setting up scale4b_branch2a
I0228 11:22:52.270673  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.270675  9676 net.cpp:137] Memory required for data: 1494843392
I0228 11:22:52.270683  9676 layer_factory.hpp:77] Creating layer res4b_branch2a_relu
I0228 11:22:52.270689  9676 net.cpp:84] Creating Layer res4b_branch2a_relu
I0228 11:22:52.270694  9676 net.cpp:406] res4b_branch2a_relu <- res4b_branch2a
I0228 11:22:52.270699  9676 net.cpp:367] res4b_branch2a_relu -> res4b_branch2a (in-place)
I0228 11:22:52.271097  9676 net.cpp:122] Setting up res4b_branch2a_relu
I0228 11:22:52.271111  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.271116  9676 net.cpp:137] Memory required for data: 1496449024
I0228 11:22:52.271119  9676 layer_factory.hpp:77] Creating layer res4b_branch2b
I0228 11:22:52.271133  9676 net.cpp:84] Creating Layer res4b_branch2b
I0228 11:22:52.271137  9676 net.cpp:406] res4b_branch2b <- res4b_branch2a
I0228 11:22:52.271143  9676 net.cpp:380] res4b_branch2b -> res4b_branch2b
I0228 11:22:52.273543  9676 net.cpp:122] Setting up res4b_branch2b
I0228 11:22:52.273557  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.273561  9676 net.cpp:137] Memory required for data: 1498054656
I0228 11:22:52.273569  9676 layer_factory.hpp:77] Creating layer bn4b_branch2b
I0228 11:22:52.273576  9676 net.cpp:84] Creating Layer bn4b_branch2b
I0228 11:22:52.273581  9676 net.cpp:406] bn4b_branch2b <- res4b_branch2b
I0228 11:22:52.273587  9676 net.cpp:367] bn4b_branch2b -> res4b_branch2b (in-place)
I0228 11:22:52.273772  9676 net.cpp:122] Setting up bn4b_branch2b
I0228 11:22:52.273780  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.273783  9676 net.cpp:137] Memory required for data: 1499660288
I0228 11:22:52.273797  9676 layer_factory.hpp:77] Creating layer scale4b_branch2b
I0228 11:22:52.273804  9676 net.cpp:84] Creating Layer scale4b_branch2b
I0228 11:22:52.273809  9676 net.cpp:406] scale4b_branch2b <- res4b_branch2b
I0228 11:22:52.273815  9676 net.cpp:367] scale4b_branch2b -> res4b_branch2b (in-place)
I0228 11:22:52.273855  9676 layer_factory.hpp:77] Creating layer scale4b_branch2b
I0228 11:22:52.273957  9676 net.cpp:122] Setting up scale4b_branch2b
I0228 11:22:52.273964  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.273968  9676 net.cpp:137] Memory required for data: 1501265920
I0228 11:22:52.273975  9676 layer_factory.hpp:77] Creating layer res4b_branch2b_relu
I0228 11:22:52.273980  9676 net.cpp:84] Creating Layer res4b_branch2b_relu
I0228 11:22:52.273984  9676 net.cpp:406] res4b_branch2b_relu <- res4b_branch2b
I0228 11:22:52.273990  9676 net.cpp:367] res4b_branch2b_relu -> res4b_branch2b (in-place)
I0228 11:22:52.274184  9676 net.cpp:122] Setting up res4b_branch2b_relu
I0228 11:22:52.274194  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.274199  9676 net.cpp:137] Memory required for data: 1502871552
I0228 11:22:52.274202  9676 layer_factory.hpp:77] Creating layer res4b_branch2c
I0228 11:22:52.274211  9676 net.cpp:84] Creating Layer res4b_branch2c
I0228 11:22:52.274215  9676 net.cpp:406] res4b_branch2c <- res4b_branch2b
I0228 11:22:52.274222  9676 net.cpp:380] res4b_branch2c -> res4b_branch2c
I0228 11:22:52.276166  9676 net.cpp:122] Setting up res4b_branch2c
I0228 11:22:52.276180  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.276185  9676 net.cpp:137] Memory required for data: 1509294080
I0228 11:22:52.276192  9676 layer_factory.hpp:77] Creating layer bn4b_branch2c
I0228 11:22:52.276201  9676 net.cpp:84] Creating Layer bn4b_branch2c
I0228 11:22:52.276206  9676 net.cpp:406] bn4b_branch2c <- res4b_branch2c
I0228 11:22:52.276212  9676 net.cpp:367] bn4b_branch2c -> res4b_branch2c (in-place)
I0228 11:22:52.276394  9676 net.cpp:122] Setting up bn4b_branch2c
I0228 11:22:52.276402  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.276406  9676 net.cpp:137] Memory required for data: 1515716608
I0228 11:22:52.276414  9676 layer_factory.hpp:77] Creating layer scale4b_branch2c
I0228 11:22:52.276422  9676 net.cpp:84] Creating Layer scale4b_branch2c
I0228 11:22:52.276425  9676 net.cpp:406] scale4b_branch2c <- res4b_branch2c
I0228 11:22:52.276430  9676 net.cpp:367] scale4b_branch2c -> res4b_branch2c (in-place)
I0228 11:22:52.276468  9676 layer_factory.hpp:77] Creating layer scale4b_branch2c
I0228 11:22:52.276576  9676 net.cpp:122] Setting up scale4b_branch2c
I0228 11:22:52.276583  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.276587  9676 net.cpp:137] Memory required for data: 1522139136
I0228 11:22:52.276593  9676 layer_factory.hpp:77] Creating layer res4b
I0228 11:22:52.276604  9676 net.cpp:84] Creating Layer res4b
I0228 11:22:52.276608  9676 net.cpp:406] res4b <- res4a_res4a_relu_0_split_1
I0228 11:22:52.276612  9676 net.cpp:406] res4b <- res4b_branch2c
I0228 11:22:52.276618  9676 net.cpp:380] res4b -> res4b
I0228 11:22:52.276641  9676 net.cpp:122] Setting up res4b
I0228 11:22:52.276648  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.276651  9676 net.cpp:137] Memory required for data: 1528561664
I0228 11:22:52.276656  9676 layer_factory.hpp:77] Creating layer res4b_relu
I0228 11:22:52.276661  9676 net.cpp:84] Creating Layer res4b_relu
I0228 11:22:52.276665  9676 net.cpp:406] res4b_relu <- res4b
I0228 11:22:52.276674  9676 net.cpp:367] res4b_relu -> res4b (in-place)
I0228 11:22:52.276831  9676 net.cpp:122] Setting up res4b_relu
I0228 11:22:52.276840  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.276844  9676 net.cpp:137] Memory required for data: 1534984192
I0228 11:22:52.276847  9676 layer_factory.hpp:77] Creating layer res4b_res4b_relu_0_split
I0228 11:22:52.276854  9676 net.cpp:84] Creating Layer res4b_res4b_relu_0_split
I0228 11:22:52.276859  9676 net.cpp:406] res4b_res4b_relu_0_split <- res4b
I0228 11:22:52.276867  9676 net.cpp:380] res4b_res4b_relu_0_split -> res4b_res4b_relu_0_split_0
I0228 11:22:52.276875  9676 net.cpp:380] res4b_res4b_relu_0_split -> res4b_res4b_relu_0_split_1
I0228 11:22:52.276912  9676 net.cpp:122] Setting up res4b_res4b_relu_0_split
I0228 11:22:52.276919  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.276924  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.276927  9676 net.cpp:137] Memory required for data: 1547829248
I0228 11:22:52.276931  9676 layer_factory.hpp:77] Creating layer res4c_branch2a
I0228 11:22:52.276939  9676 net.cpp:84] Creating Layer res4c_branch2a
I0228 11:22:52.276943  9676 net.cpp:406] res4c_branch2a <- res4b_res4b_relu_0_split_0
I0228 11:22:52.276950  9676 net.cpp:380] res4c_branch2a -> res4c_branch2a
I0228 11:22:52.278028  9676 net.cpp:122] Setting up res4c_branch2a
I0228 11:22:52.278043  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.278045  9676 net.cpp:137] Memory required for data: 1549434880
I0228 11:22:52.278053  9676 layer_factory.hpp:77] Creating layer bn4c_branch2a
I0228 11:22:52.278064  9676 net.cpp:84] Creating Layer bn4c_branch2a
I0228 11:22:52.278069  9676 net.cpp:406] bn4c_branch2a <- res4c_branch2a
I0228 11:22:52.278074  9676 net.cpp:367] bn4c_branch2a -> res4c_branch2a (in-place)
I0228 11:22:52.278295  9676 net.cpp:122] Setting up bn4c_branch2a
I0228 11:22:52.278302  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.278306  9676 net.cpp:137] Memory required for data: 1551040512
I0228 11:22:52.278317  9676 layer_factory.hpp:77] Creating layer scale4c_branch2a
I0228 11:22:52.278324  9676 net.cpp:84] Creating Layer scale4c_branch2a
I0228 11:22:52.278328  9676 net.cpp:406] scale4c_branch2a <- res4c_branch2a
I0228 11:22:52.278334  9676 net.cpp:367] scale4c_branch2a -> res4c_branch2a (in-place)
I0228 11:22:52.278378  9676 layer_factory.hpp:77] Creating layer scale4c_branch2a
I0228 11:22:52.278512  9676 net.cpp:122] Setting up scale4c_branch2a
I0228 11:22:52.278518  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.278522  9676 net.cpp:137] Memory required for data: 1552646144
I0228 11:22:52.278529  9676 layer_factory.hpp:77] Creating layer res4c_branch2a_relu
I0228 11:22:52.278539  9676 net.cpp:84] Creating Layer res4c_branch2a_relu
I0228 11:22:52.278543  9676 net.cpp:406] res4c_branch2a_relu <- res4c_branch2a
I0228 11:22:52.278548  9676 net.cpp:367] res4c_branch2a_relu -> res4c_branch2a (in-place)
I0228 11:22:52.278713  9676 net.cpp:122] Setting up res4c_branch2a_relu
I0228 11:22:52.278722  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.278725  9676 net.cpp:137] Memory required for data: 1554251776
I0228 11:22:52.278729  9676 layer_factory.hpp:77] Creating layer res4c_branch2b
I0228 11:22:52.278738  9676 net.cpp:84] Creating Layer res4c_branch2b
I0228 11:22:52.278743  9676 net.cpp:406] res4c_branch2b <- res4c_branch2a
I0228 11:22:52.278748  9676 net.cpp:380] res4c_branch2b -> res4c_branch2b
I0228 11:22:52.281314  9676 net.cpp:122] Setting up res4c_branch2b
I0228 11:22:52.281332  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.281335  9676 net.cpp:137] Memory required for data: 1555857408
I0228 11:22:52.281343  9676 layer_factory.hpp:77] Creating layer bn4c_branch2b
I0228 11:22:52.281352  9676 net.cpp:84] Creating Layer bn4c_branch2b
I0228 11:22:52.281358  9676 net.cpp:406] bn4c_branch2b <- res4c_branch2b
I0228 11:22:52.281364  9676 net.cpp:367] bn4c_branch2b -> res4c_branch2b (in-place)
I0228 11:22:52.281550  9676 net.cpp:122] Setting up bn4c_branch2b
I0228 11:22:52.281558  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.281561  9676 net.cpp:137] Memory required for data: 1557463040
I0228 11:22:52.281571  9676 layer_factory.hpp:77] Creating layer scale4c_branch2b
I0228 11:22:52.281579  9676 net.cpp:84] Creating Layer scale4c_branch2b
I0228 11:22:52.281582  9676 net.cpp:406] scale4c_branch2b <- res4c_branch2b
I0228 11:22:52.281587  9676 net.cpp:367] scale4c_branch2b -> res4c_branch2b (in-place)
I0228 11:22:52.281632  9676 layer_factory.hpp:77] Creating layer scale4c_branch2b
I0228 11:22:52.281736  9676 net.cpp:122] Setting up scale4c_branch2b
I0228 11:22:52.281744  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.281747  9676 net.cpp:137] Memory required for data: 1559068672
I0228 11:22:52.281754  9676 layer_factory.hpp:77] Creating layer res4c_branch2b_relu
I0228 11:22:52.281761  9676 net.cpp:84] Creating Layer res4c_branch2b_relu
I0228 11:22:52.281765  9676 net.cpp:406] res4c_branch2b_relu <- res4c_branch2b
I0228 11:22:52.281770  9676 net.cpp:367] res4c_branch2b_relu -> res4c_branch2b (in-place)
I0228 11:22:52.281939  9676 net.cpp:122] Setting up res4c_branch2b_relu
I0228 11:22:52.281949  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.281952  9676 net.cpp:137] Memory required for data: 1560674304
I0228 11:22:52.281957  9676 layer_factory.hpp:77] Creating layer res4c_branch2c
I0228 11:22:52.281966  9676 net.cpp:84] Creating Layer res4c_branch2c
I0228 11:22:52.281970  9676 net.cpp:406] res4c_branch2c <- res4c_branch2b
I0228 11:22:52.281977  9676 net.cpp:380] res4c_branch2c -> res4c_branch2c
I0228 11:22:52.283895  9676 net.cpp:122] Setting up res4c_branch2c
I0228 11:22:52.283908  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.283912  9676 net.cpp:137] Memory required for data: 1567096832
I0228 11:22:52.283921  9676 layer_factory.hpp:77] Creating layer bn4c_branch2c
I0228 11:22:52.283928  9676 net.cpp:84] Creating Layer bn4c_branch2c
I0228 11:22:52.283933  9676 net.cpp:406] bn4c_branch2c <- res4c_branch2c
I0228 11:22:52.283939  9676 net.cpp:367] bn4c_branch2c -> res4c_branch2c (in-place)
I0228 11:22:52.284131  9676 net.cpp:122] Setting up bn4c_branch2c
I0228 11:22:52.284138  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.284142  9676 net.cpp:137] Memory required for data: 1573519360
I0228 11:22:52.284150  9676 layer_factory.hpp:77] Creating layer scale4c_branch2c
I0228 11:22:52.284157  9676 net.cpp:84] Creating Layer scale4c_branch2c
I0228 11:22:52.284162  9676 net.cpp:406] scale4c_branch2c <- res4c_branch2c
I0228 11:22:52.284166  9676 net.cpp:367] scale4c_branch2c -> res4c_branch2c (in-place)
I0228 11:22:52.284205  9676 layer_factory.hpp:77] Creating layer scale4c_branch2c
I0228 11:22:52.284314  9676 net.cpp:122] Setting up scale4c_branch2c
I0228 11:22:52.284322  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.284325  9676 net.cpp:137] Memory required for data: 1579941888
I0228 11:22:52.284333  9676 layer_factory.hpp:77] Creating layer res4c
I0228 11:22:52.284339  9676 net.cpp:84] Creating Layer res4c
I0228 11:22:52.284343  9676 net.cpp:406] res4c <- res4b_res4b_relu_0_split_1
I0228 11:22:52.284349  9676 net.cpp:406] res4c <- res4c_branch2c
I0228 11:22:52.284359  9676 net.cpp:380] res4c -> res4c
I0228 11:22:52.284382  9676 net.cpp:122] Setting up res4c
I0228 11:22:52.284389  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.284392  9676 net.cpp:137] Memory required for data: 1586364416
I0228 11:22:52.284395  9676 layer_factory.hpp:77] Creating layer res4c_relu
I0228 11:22:52.284404  9676 net.cpp:84] Creating Layer res4c_relu
I0228 11:22:52.284406  9676 net.cpp:406] res4c_relu <- res4c
I0228 11:22:52.284411  9676 net.cpp:367] res4c_relu -> res4c (in-place)
I0228 11:22:52.284821  9676 net.cpp:122] Setting up res4c_relu
I0228 11:22:52.284834  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.284837  9676 net.cpp:137] Memory required for data: 1592786944
I0228 11:22:52.284842  9676 layer_factory.hpp:77] Creating layer res4c_res4c_relu_0_split
I0228 11:22:52.284849  9676 net.cpp:84] Creating Layer res4c_res4c_relu_0_split
I0228 11:22:52.284854  9676 net.cpp:406] res4c_res4c_relu_0_split <- res4c
I0228 11:22:52.284862  9676 net.cpp:380] res4c_res4c_relu_0_split -> res4c_res4c_relu_0_split_0
I0228 11:22:52.284868  9676 net.cpp:380] res4c_res4c_relu_0_split -> res4c_res4c_relu_0_split_1
I0228 11:22:52.284909  9676 net.cpp:122] Setting up res4c_res4c_relu_0_split
I0228 11:22:52.284917  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.284925  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.284929  9676 net.cpp:137] Memory required for data: 1605632000
I0228 11:22:52.284934  9676 layer_factory.hpp:77] Creating layer res4d_branch2a
I0228 11:22:52.284941  9676 net.cpp:84] Creating Layer res4d_branch2a
I0228 11:22:52.284945  9676 net.cpp:406] res4d_branch2a <- res4c_res4c_relu_0_split_0
I0228 11:22:52.284952  9676 net.cpp:380] res4d_branch2a -> res4d_branch2a
I0228 11:22:52.285769  9676 net.cpp:122] Setting up res4d_branch2a
I0228 11:22:52.285781  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.285784  9676 net.cpp:137] Memory required for data: 1607237632
I0228 11:22:52.285791  9676 layer_factory.hpp:77] Creating layer bn4d_branch2a
I0228 11:22:52.285799  9676 net.cpp:84] Creating Layer bn4d_branch2a
I0228 11:22:52.285804  9676 net.cpp:406] bn4d_branch2a <- res4d_branch2a
I0228 11:22:52.285810  9676 net.cpp:367] bn4d_branch2a -> res4d_branch2a (in-place)
I0228 11:22:52.285992  9676 net.cpp:122] Setting up bn4d_branch2a
I0228 11:22:52.286000  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.286002  9676 net.cpp:137] Memory required for data: 1608843264
I0228 11:22:52.286010  9676 layer_factory.hpp:77] Creating layer scale4d_branch2a
I0228 11:22:52.286017  9676 net.cpp:84] Creating Layer scale4d_branch2a
I0228 11:22:52.286020  9676 net.cpp:406] scale4d_branch2a <- res4d_branch2a
I0228 11:22:52.286027  9676 net.cpp:367] scale4d_branch2a -> res4d_branch2a (in-place)
I0228 11:22:52.286067  9676 layer_factory.hpp:77] Creating layer scale4d_branch2a
I0228 11:22:52.286201  9676 net.cpp:122] Setting up scale4d_branch2a
I0228 11:22:52.286211  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.286214  9676 net.cpp:137] Memory required for data: 1610448896
I0228 11:22:52.286221  9676 layer_factory.hpp:77] Creating layer res4d_branch2a_relu
I0228 11:22:52.286227  9676 net.cpp:84] Creating Layer res4d_branch2a_relu
I0228 11:22:52.286231  9676 net.cpp:406] res4d_branch2a_relu <- res4d_branch2a
I0228 11:22:52.286240  9676 net.cpp:367] res4d_branch2a_relu -> res4d_branch2a (in-place)
I0228 11:22:52.286674  9676 net.cpp:122] Setting up res4d_branch2a_relu
I0228 11:22:52.286686  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.286690  9676 net.cpp:137] Memory required for data: 1612054528
I0228 11:22:52.286695  9676 layer_factory.hpp:77] Creating layer res4d_branch2b
I0228 11:22:52.286705  9676 net.cpp:84] Creating Layer res4d_branch2b
I0228 11:22:52.286710  9676 net.cpp:406] res4d_branch2b <- res4d_branch2a
I0228 11:22:52.286718  9676 net.cpp:380] res4d_branch2b -> res4d_branch2b
I0228 11:22:52.289108  9676 net.cpp:122] Setting up res4d_branch2b
I0228 11:22:52.289122  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.289129  9676 net.cpp:137] Memory required for data: 1613660160
I0228 11:22:52.289135  9676 layer_factory.hpp:77] Creating layer bn4d_branch2b
I0228 11:22:52.289144  9676 net.cpp:84] Creating Layer bn4d_branch2b
I0228 11:22:52.289147  9676 net.cpp:406] bn4d_branch2b <- res4d_branch2b
I0228 11:22:52.289155  9676 net.cpp:367] bn4d_branch2b -> res4d_branch2b (in-place)
I0228 11:22:52.289342  9676 net.cpp:122] Setting up bn4d_branch2b
I0228 11:22:52.289350  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.289355  9676 net.cpp:137] Memory required for data: 1615265792
I0228 11:22:52.289362  9676 layer_factory.hpp:77] Creating layer scale4d_branch2b
I0228 11:22:52.289369  9676 net.cpp:84] Creating Layer scale4d_branch2b
I0228 11:22:52.289373  9676 net.cpp:406] scale4d_branch2b <- res4d_branch2b
I0228 11:22:52.289379  9676 net.cpp:367] scale4d_branch2b -> res4d_branch2b (in-place)
I0228 11:22:52.289419  9676 layer_factory.hpp:77] Creating layer scale4d_branch2b
I0228 11:22:52.289523  9676 net.cpp:122] Setting up scale4d_branch2b
I0228 11:22:52.289530  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.289533  9676 net.cpp:137] Memory required for data: 1616871424
I0228 11:22:52.289544  9676 layer_factory.hpp:77] Creating layer res4d_branch2b_relu
I0228 11:22:52.289551  9676 net.cpp:84] Creating Layer res4d_branch2b_relu
I0228 11:22:52.289554  9676 net.cpp:406] res4d_branch2b_relu <- res4d_branch2b
I0228 11:22:52.289561  9676 net.cpp:367] res4d_branch2b_relu -> res4d_branch2b (in-place)
I0228 11:22:52.289732  9676 net.cpp:122] Setting up res4d_branch2b_relu
I0228 11:22:52.289741  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.289744  9676 net.cpp:137] Memory required for data: 1618477056
I0228 11:22:52.289748  9676 layer_factory.hpp:77] Creating layer res4d_branch2c
I0228 11:22:52.289757  9676 net.cpp:84] Creating Layer res4d_branch2c
I0228 11:22:52.289762  9676 net.cpp:406] res4d_branch2c <- res4d_branch2b
I0228 11:22:52.289768  9676 net.cpp:380] res4d_branch2c -> res4d_branch2c
I0228 11:22:52.291731  9676 net.cpp:122] Setting up res4d_branch2c
I0228 11:22:52.291745  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.291749  9676 net.cpp:137] Memory required for data: 1624899584
I0228 11:22:52.291756  9676 layer_factory.hpp:77] Creating layer bn4d_branch2c
I0228 11:22:52.291765  9676 net.cpp:84] Creating Layer bn4d_branch2c
I0228 11:22:52.291769  9676 net.cpp:406] bn4d_branch2c <- res4d_branch2c
I0228 11:22:52.291776  9676 net.cpp:367] bn4d_branch2c -> res4d_branch2c (in-place)
I0228 11:22:52.291968  9676 net.cpp:122] Setting up bn4d_branch2c
I0228 11:22:52.291975  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.291980  9676 net.cpp:137] Memory required for data: 1631322112
I0228 11:22:52.291988  9676 layer_factory.hpp:77] Creating layer scale4d_branch2c
I0228 11:22:52.291996  9676 net.cpp:84] Creating Layer scale4d_branch2c
I0228 11:22:52.291999  9676 net.cpp:406] scale4d_branch2c <- res4d_branch2c
I0228 11:22:52.292006  9676 net.cpp:367] scale4d_branch2c -> res4d_branch2c (in-place)
I0228 11:22:52.292042  9676 layer_factory.hpp:77] Creating layer scale4d_branch2c
I0228 11:22:52.292155  9676 net.cpp:122] Setting up scale4d_branch2c
I0228 11:22:52.292162  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.292165  9676 net.cpp:137] Memory required for data: 1637744640
I0228 11:22:52.292172  9676 layer_factory.hpp:77] Creating layer res4d
I0228 11:22:52.292178  9676 net.cpp:84] Creating Layer res4d
I0228 11:22:52.292182  9676 net.cpp:406] res4d <- res4c_res4c_relu_0_split_1
I0228 11:22:52.292187  9676 net.cpp:406] res4d <- res4d_branch2c
I0228 11:22:52.292193  9676 net.cpp:380] res4d -> res4d
I0228 11:22:52.292217  9676 net.cpp:122] Setting up res4d
I0228 11:22:52.292228  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.292232  9676 net.cpp:137] Memory required for data: 1644167168
I0228 11:22:52.292235  9676 layer_factory.hpp:77] Creating layer res4d_relu
I0228 11:22:52.292240  9676 net.cpp:84] Creating Layer res4d_relu
I0228 11:22:52.292244  9676 net.cpp:406] res4d_relu <- res4d
I0228 11:22:52.292248  9676 net.cpp:367] res4d_relu -> res4d (in-place)
I0228 11:22:52.292410  9676 net.cpp:122] Setting up res4d_relu
I0228 11:22:52.292419  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.292423  9676 net.cpp:137] Memory required for data: 1650589696
I0228 11:22:52.292428  9676 layer_factory.hpp:77] Creating layer res4d_res4d_relu_0_split
I0228 11:22:52.292434  9676 net.cpp:84] Creating Layer res4d_res4d_relu_0_split
I0228 11:22:52.292438  9676 net.cpp:406] res4d_res4d_relu_0_split <- res4d
I0228 11:22:52.292444  9676 net.cpp:380] res4d_res4d_relu_0_split -> res4d_res4d_relu_0_split_0
I0228 11:22:52.292451  9676 net.cpp:380] res4d_res4d_relu_0_split -> res4d_res4d_relu_0_split_1
I0228 11:22:52.292490  9676 net.cpp:122] Setting up res4d_res4d_relu_0_split
I0228 11:22:52.292497  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.292501  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.292505  9676 net.cpp:137] Memory required for data: 1663434752
I0228 11:22:52.292508  9676 layer_factory.hpp:77] Creating layer res4e_branch2a
I0228 11:22:52.292517  9676 net.cpp:84] Creating Layer res4e_branch2a
I0228 11:22:52.292523  9676 net.cpp:406] res4e_branch2a <- res4d_res4d_relu_0_split_0
I0228 11:22:52.292531  9676 net.cpp:380] res4e_branch2a -> res4e_branch2a
I0228 11:22:52.293623  9676 net.cpp:122] Setting up res4e_branch2a
I0228 11:22:52.293637  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.293642  9676 net.cpp:137] Memory required for data: 1665040384
I0228 11:22:52.293648  9676 layer_factory.hpp:77] Creating layer bn4e_branch2a
I0228 11:22:52.293656  9676 net.cpp:84] Creating Layer bn4e_branch2a
I0228 11:22:52.293661  9676 net.cpp:406] bn4e_branch2a <- res4e_branch2a
I0228 11:22:52.293668  9676 net.cpp:367] bn4e_branch2a -> res4e_branch2a (in-place)
I0228 11:22:52.293856  9676 net.cpp:122] Setting up bn4e_branch2a
I0228 11:22:52.293864  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.293867  9676 net.cpp:137] Memory required for data: 1666646016
I0228 11:22:52.293875  9676 layer_factory.hpp:77] Creating layer scale4e_branch2a
I0228 11:22:52.293884  9676 net.cpp:84] Creating Layer scale4e_branch2a
I0228 11:22:52.293886  9676 net.cpp:406] scale4e_branch2a <- res4e_branch2a
I0228 11:22:52.293892  9676 net.cpp:367] scale4e_branch2a -> res4e_branch2a (in-place)
I0228 11:22:52.293934  9676 layer_factory.hpp:77] Creating layer scale4e_branch2a
I0228 11:22:52.294042  9676 net.cpp:122] Setting up scale4e_branch2a
I0228 11:22:52.294049  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.294054  9676 net.cpp:137] Memory required for data: 1668251648
I0228 11:22:52.294061  9676 layer_factory.hpp:77] Creating layer res4e_branch2a_relu
I0228 11:22:52.294067  9676 net.cpp:84] Creating Layer res4e_branch2a_relu
I0228 11:22:52.294070  9676 net.cpp:406] res4e_branch2a_relu <- res4e_branch2a
I0228 11:22:52.294076  9676 net.cpp:367] res4e_branch2a_relu -> res4e_branch2a (in-place)
I0228 11:22:52.294270  9676 net.cpp:122] Setting up res4e_branch2a_relu
I0228 11:22:52.294279  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.294282  9676 net.cpp:137] Memory required for data: 1669857280
I0228 11:22:52.294286  9676 layer_factory.hpp:77] Creating layer res4e_branch2b
I0228 11:22:52.294296  9676 net.cpp:84] Creating Layer res4e_branch2b
I0228 11:22:52.294301  9676 net.cpp:406] res4e_branch2b <- res4e_branch2a
I0228 11:22:52.294306  9676 net.cpp:380] res4e_branch2b -> res4e_branch2b
I0228 11:22:52.296736  9676 net.cpp:122] Setting up res4e_branch2b
I0228 11:22:52.296749  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.296753  9676 net.cpp:137] Memory required for data: 1671462912
I0228 11:22:52.296761  9676 layer_factory.hpp:77] Creating layer bn4e_branch2b
I0228 11:22:52.296772  9676 net.cpp:84] Creating Layer bn4e_branch2b
I0228 11:22:52.296777  9676 net.cpp:406] bn4e_branch2b <- res4e_branch2b
I0228 11:22:52.296784  9676 net.cpp:367] bn4e_branch2b -> res4e_branch2b (in-place)
I0228 11:22:52.296977  9676 net.cpp:122] Setting up bn4e_branch2b
I0228 11:22:52.296983  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.296988  9676 net.cpp:137] Memory required for data: 1673068544
I0228 11:22:52.296996  9676 layer_factory.hpp:77] Creating layer scale4e_branch2b
I0228 11:22:52.297003  9676 net.cpp:84] Creating Layer scale4e_branch2b
I0228 11:22:52.297008  9676 net.cpp:406] scale4e_branch2b <- res4e_branch2b
I0228 11:22:52.297014  9676 net.cpp:367] scale4e_branch2b -> res4e_branch2b (in-place)
I0228 11:22:52.297055  9676 layer_factory.hpp:77] Creating layer scale4e_branch2b
I0228 11:22:52.297159  9676 net.cpp:122] Setting up scale4e_branch2b
I0228 11:22:52.297168  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.297170  9676 net.cpp:137] Memory required for data: 1674674176
I0228 11:22:52.297178  9676 layer_factory.hpp:77] Creating layer res4e_branch2b_relu
I0228 11:22:52.297183  9676 net.cpp:84] Creating Layer res4e_branch2b_relu
I0228 11:22:52.297186  9676 net.cpp:406] res4e_branch2b_relu <- res4e_branch2b
I0228 11:22:52.297195  9676 net.cpp:367] res4e_branch2b_relu -> res4e_branch2b (in-place)
I0228 11:22:52.297369  9676 net.cpp:122] Setting up res4e_branch2b_relu
I0228 11:22:52.297379  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.297382  9676 net.cpp:137] Memory required for data: 1676279808
I0228 11:22:52.297386  9676 layer_factory.hpp:77] Creating layer res4e_branch2c
I0228 11:22:52.297395  9676 net.cpp:84] Creating Layer res4e_branch2c
I0228 11:22:52.297399  9676 net.cpp:406] res4e_branch2c <- res4e_branch2b
I0228 11:22:52.297405  9676 net.cpp:380] res4e_branch2c -> res4e_branch2c
I0228 11:22:52.299360  9676 net.cpp:122] Setting up res4e_branch2c
I0228 11:22:52.299374  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.299378  9676 net.cpp:137] Memory required for data: 1682702336
I0228 11:22:52.299386  9676 layer_factory.hpp:77] Creating layer bn4e_branch2c
I0228 11:22:52.299396  9676 net.cpp:84] Creating Layer bn4e_branch2c
I0228 11:22:52.299399  9676 net.cpp:406] bn4e_branch2c <- res4e_branch2c
I0228 11:22:52.299407  9676 net.cpp:367] bn4e_branch2c -> res4e_branch2c (in-place)
I0228 11:22:52.299600  9676 net.cpp:122] Setting up bn4e_branch2c
I0228 11:22:52.299608  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.299612  9676 net.cpp:137] Memory required for data: 1689124864
I0228 11:22:52.299619  9676 layer_factory.hpp:77] Creating layer scale4e_branch2c
I0228 11:22:52.299626  9676 net.cpp:84] Creating Layer scale4e_branch2c
I0228 11:22:52.299630  9676 net.cpp:406] scale4e_branch2c <- res4e_branch2c
I0228 11:22:52.299636  9676 net.cpp:367] scale4e_branch2c -> res4e_branch2c (in-place)
I0228 11:22:52.299674  9676 layer_factory.hpp:77] Creating layer scale4e_branch2c
I0228 11:22:52.299785  9676 net.cpp:122] Setting up scale4e_branch2c
I0228 11:22:52.299793  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.299795  9676 net.cpp:137] Memory required for data: 1695547392
I0228 11:22:52.299803  9676 layer_factory.hpp:77] Creating layer res4e
I0228 11:22:52.299808  9676 net.cpp:84] Creating Layer res4e
I0228 11:22:52.299813  9676 net.cpp:406] res4e <- res4d_res4d_relu_0_split_1
I0228 11:22:52.299818  9676 net.cpp:406] res4e <- res4e_branch2c
I0228 11:22:52.299823  9676 net.cpp:380] res4e -> res4e
I0228 11:22:52.299847  9676 net.cpp:122] Setting up res4e
I0228 11:22:52.299855  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.299860  9676 net.cpp:137] Memory required for data: 1701969920
I0228 11:22:52.299863  9676 layer_factory.hpp:77] Creating layer res4e_relu
I0228 11:22:52.299870  9676 net.cpp:84] Creating Layer res4e_relu
I0228 11:22:52.299872  9676 net.cpp:406] res4e_relu <- res4e
I0228 11:22:52.299877  9676 net.cpp:367] res4e_relu -> res4e (in-place)
I0228 11:22:52.300307  9676 net.cpp:122] Setting up res4e_relu
I0228 11:22:52.300320  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.300323  9676 net.cpp:137] Memory required for data: 1708392448
I0228 11:22:52.300328  9676 layer_factory.hpp:77] Creating layer res4e_res4e_relu_0_split
I0228 11:22:52.300335  9676 net.cpp:84] Creating Layer res4e_res4e_relu_0_split
I0228 11:22:52.300340  9676 net.cpp:406] res4e_res4e_relu_0_split <- res4e
I0228 11:22:52.300346  9676 net.cpp:380] res4e_res4e_relu_0_split -> res4e_res4e_relu_0_split_0
I0228 11:22:52.300354  9676 net.cpp:380] res4e_res4e_relu_0_split -> res4e_res4e_relu_0_split_1
I0228 11:22:52.300397  9676 net.cpp:122] Setting up res4e_res4e_relu_0_split
I0228 11:22:52.300405  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.300410  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.300412  9676 net.cpp:137] Memory required for data: 1721237504
I0228 11:22:52.300415  9676 layer_factory.hpp:77] Creating layer res4f_branch2a
I0228 11:22:52.300426  9676 net.cpp:84] Creating Layer res4f_branch2a
I0228 11:22:52.300429  9676 net.cpp:406] res4f_branch2a <- res4e_res4e_relu_0_split_0
I0228 11:22:52.300436  9676 net.cpp:380] res4f_branch2a -> res4f_branch2a
I0228 11:22:52.301259  9676 net.cpp:122] Setting up res4f_branch2a
I0228 11:22:52.301271  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.301277  9676 net.cpp:137] Memory required for data: 1722843136
I0228 11:22:52.301283  9676 layer_factory.hpp:77] Creating layer bn4f_branch2a
I0228 11:22:52.301291  9676 net.cpp:84] Creating Layer bn4f_branch2a
I0228 11:22:52.301296  9676 net.cpp:406] bn4f_branch2a <- res4f_branch2a
I0228 11:22:52.301302  9676 net.cpp:367] bn4f_branch2a -> res4f_branch2a (in-place)
I0228 11:22:52.301487  9676 net.cpp:122] Setting up bn4f_branch2a
I0228 11:22:52.301494  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.301498  9676 net.cpp:137] Memory required for data: 1724448768
I0228 11:22:52.301506  9676 layer_factory.hpp:77] Creating layer scale4f_branch2a
I0228 11:22:52.301514  9676 net.cpp:84] Creating Layer scale4f_branch2a
I0228 11:22:52.301518  9676 net.cpp:406] scale4f_branch2a <- res4f_branch2a
I0228 11:22:52.301523  9676 net.cpp:367] scale4f_branch2a -> res4f_branch2a (in-place)
I0228 11:22:52.301563  9676 layer_factory.hpp:77] Creating layer scale4f_branch2a
I0228 11:22:52.301671  9676 net.cpp:122] Setting up scale4f_branch2a
I0228 11:22:52.301677  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.301681  9676 net.cpp:137] Memory required for data: 1726054400
I0228 11:22:52.301687  9676 layer_factory.hpp:77] Creating layer res4f_branch2a_relu
I0228 11:22:52.301692  9676 net.cpp:84] Creating Layer res4f_branch2a_relu
I0228 11:22:52.301697  9676 net.cpp:406] res4f_branch2a_relu <- res4f_branch2a
I0228 11:22:52.301705  9676 net.cpp:367] res4f_branch2a_relu -> res4f_branch2a (in-place)
I0228 11:22:52.302165  9676 net.cpp:122] Setting up res4f_branch2a_relu
I0228 11:22:52.302181  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.302186  9676 net.cpp:137] Memory required for data: 1727660032
I0228 11:22:52.302206  9676 layer_factory.hpp:77] Creating layer res4f_branch2b
I0228 11:22:52.302220  9676 net.cpp:84] Creating Layer res4f_branch2b
I0228 11:22:52.302227  9676 net.cpp:406] res4f_branch2b <- res4f_branch2a
I0228 11:22:52.302233  9676 net.cpp:380] res4f_branch2b -> res4f_branch2b
I0228 11:22:52.304808  9676 net.cpp:122] Setting up res4f_branch2b
I0228 11:22:52.304823  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.304827  9676 net.cpp:137] Memory required for data: 1729265664
I0228 11:22:52.304836  9676 layer_factory.hpp:77] Creating layer bn4f_branch2b
I0228 11:22:52.304847  9676 net.cpp:84] Creating Layer bn4f_branch2b
I0228 11:22:52.304852  9676 net.cpp:406] bn4f_branch2b <- res4f_branch2b
I0228 11:22:52.304859  9676 net.cpp:367] bn4f_branch2b -> res4f_branch2b (in-place)
I0228 11:22:52.305057  9676 net.cpp:122] Setting up bn4f_branch2b
I0228 11:22:52.305064  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.305068  9676 net.cpp:137] Memory required for data: 1730871296
I0228 11:22:52.305076  9676 layer_factory.hpp:77] Creating layer scale4f_branch2b
I0228 11:22:52.305084  9676 net.cpp:84] Creating Layer scale4f_branch2b
I0228 11:22:52.305089  9676 net.cpp:406] scale4f_branch2b <- res4f_branch2b
I0228 11:22:52.305094  9676 net.cpp:367] scale4f_branch2b -> res4f_branch2b (in-place)
I0228 11:22:52.305136  9676 layer_factory.hpp:77] Creating layer scale4f_branch2b
I0228 11:22:52.305244  9676 net.cpp:122] Setting up scale4f_branch2b
I0228 11:22:52.305251  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.305255  9676 net.cpp:137] Memory required for data: 1732476928
I0228 11:22:52.305263  9676 layer_factory.hpp:77] Creating layer res4f_branch2b_relu
I0228 11:22:52.305268  9676 net.cpp:84] Creating Layer res4f_branch2b_relu
I0228 11:22:52.305271  9676 net.cpp:406] res4f_branch2b_relu <- res4f_branch2b
I0228 11:22:52.305277  9676 net.cpp:367] res4f_branch2b_relu -> res4f_branch2b (in-place)
I0228 11:22:52.305449  9676 net.cpp:122] Setting up res4f_branch2b_relu
I0228 11:22:52.305457  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.305461  9676 net.cpp:137] Memory required for data: 1734082560
I0228 11:22:52.305466  9676 layer_factory.hpp:77] Creating layer res4f_branch2c
I0228 11:22:52.305476  9676 net.cpp:84] Creating Layer res4f_branch2c
I0228 11:22:52.305482  9676 net.cpp:406] res4f_branch2c <- res4f_branch2b
I0228 11:22:52.305490  9676 net.cpp:380] res4f_branch2c -> res4f_branch2c
I0228 11:22:52.307488  9676 net.cpp:122] Setting up res4f_branch2c
I0228 11:22:52.307502  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.307507  9676 net.cpp:137] Memory required for data: 1740505088
I0228 11:22:52.307514  9676 layer_factory.hpp:77] Creating layer bn4f_branch2c
I0228 11:22:52.307523  9676 net.cpp:84] Creating Layer bn4f_branch2c
I0228 11:22:52.307528  9676 net.cpp:406] bn4f_branch2c <- res4f_branch2c
I0228 11:22:52.307535  9676 net.cpp:367] bn4f_branch2c -> res4f_branch2c (in-place)
I0228 11:22:52.307734  9676 net.cpp:122] Setting up bn4f_branch2c
I0228 11:22:52.307740  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.307744  9676 net.cpp:137] Memory required for data: 1746927616
I0228 11:22:52.307803  9676 layer_factory.hpp:77] Creating layer scale4f_branch2c
I0228 11:22:52.307812  9676 net.cpp:84] Creating Layer scale4f_branch2c
I0228 11:22:52.307816  9676 net.cpp:406] scale4f_branch2c <- res4f_branch2c
I0228 11:22:52.307821  9676 net.cpp:367] scale4f_branch2c -> res4f_branch2c (in-place)
I0228 11:22:52.307862  9676 layer_factory.hpp:77] Creating layer scale4f_branch2c
I0228 11:22:52.307976  9676 net.cpp:122] Setting up scale4f_branch2c
I0228 11:22:52.307989  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.307993  9676 net.cpp:137] Memory required for data: 1753350144
I0228 11:22:52.308001  9676 layer_factory.hpp:77] Creating layer res4f
I0228 11:22:52.308007  9676 net.cpp:84] Creating Layer res4f
I0228 11:22:52.308012  9676 net.cpp:406] res4f <- res4e_res4e_relu_0_split_1
I0228 11:22:52.308017  9676 net.cpp:406] res4f <- res4f_branch2c
I0228 11:22:52.308022  9676 net.cpp:380] res4f -> res4f
I0228 11:22:52.308048  9676 net.cpp:122] Setting up res4f
I0228 11:22:52.308055  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.308058  9676 net.cpp:137] Memory required for data: 1759772672
I0228 11:22:52.308063  9676 layer_factory.hpp:77] Creating layer res4f_relu
I0228 11:22:52.308068  9676 net.cpp:84] Creating Layer res4f_relu
I0228 11:22:52.308071  9676 net.cpp:406] res4f_relu <- res4f
I0228 11:22:52.308077  9676 net.cpp:367] res4f_relu -> res4f (in-place)
I0228 11:22:52.308243  9676 net.cpp:122] Setting up res4f_relu
I0228 11:22:52.308250  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.308254  9676 net.cpp:137] Memory required for data: 1766195200
I0228 11:22:52.308259  9676 layer_factory.hpp:77] Creating layer res4f_res4f_relu_0_split
I0228 11:22:52.308265  9676 net.cpp:84] Creating Layer res4f_res4f_relu_0_split
I0228 11:22:52.308269  9676 net.cpp:406] res4f_res4f_relu_0_split <- res4f
I0228 11:22:52.308274  9676 net.cpp:380] res4f_res4f_relu_0_split -> res4f_res4f_relu_0_split_0
I0228 11:22:52.308281  9676 net.cpp:380] res4f_res4f_relu_0_split -> res4f_res4f_relu_0_split_1
I0228 11:22:52.308323  9676 net.cpp:122] Setting up res4f_res4f_relu_0_split
I0228 11:22:52.308331  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.308334  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.308337  9676 net.cpp:137] Memory required for data: 1779040256
I0228 11:22:52.308342  9676 layer_factory.hpp:77] Creating layer res5a_branch1
I0228 11:22:52.308351  9676 net.cpp:84] Creating Layer res5a_branch1
I0228 11:22:52.308356  9676 net.cpp:406] res5a_branch1 <- res4f_res4f_relu_0_split_0
I0228 11:22:52.308362  9676 net.cpp:380] res5a_branch1 -> res5a_branch1
I0228 11:22:52.312935  9676 net.cpp:122] Setting up res5a_branch1
I0228 11:22:52.312953  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.312958  9676 net.cpp:137] Memory required for data: 1782251520
I0228 11:22:52.312965  9676 layer_factory.hpp:77] Creating layer bn5a_branch1
I0228 11:22:52.312974  9676 net.cpp:84] Creating Layer bn5a_branch1
I0228 11:22:52.312980  9676 net.cpp:406] bn5a_branch1 <- res5a_branch1
I0228 11:22:52.312988  9676 net.cpp:367] bn5a_branch1 -> res5a_branch1 (in-place)
I0228 11:22:52.313213  9676 net.cpp:122] Setting up bn5a_branch1
I0228 11:22:52.313220  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.313225  9676 net.cpp:137] Memory required for data: 1785462784
I0228 11:22:52.313235  9676 layer_factory.hpp:77] Creating layer scale5a_branch1
I0228 11:22:52.313242  9676 net.cpp:84] Creating Layer scale5a_branch1
I0228 11:22:52.313246  9676 net.cpp:406] scale5a_branch1 <- res5a_branch1
I0228 11:22:52.313251  9676 net.cpp:367] scale5a_branch1 -> res5a_branch1 (in-place)
I0228 11:22:52.313293  9676 layer_factory.hpp:77] Creating layer scale5a_branch1
I0228 11:22:52.313417  9676 net.cpp:122] Setting up scale5a_branch1
I0228 11:22:52.313426  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.313428  9676 net.cpp:137] Memory required for data: 1788674048
I0228 11:22:52.313437  9676 layer_factory.hpp:77] Creating layer res5a_branch2a
I0228 11:22:52.313446  9676 net.cpp:84] Creating Layer res5a_branch2a
I0228 11:22:52.313450  9676 net.cpp:406] res5a_branch2a <- res4f_res4f_relu_0_split_1
I0228 11:22:52.313457  9676 net.cpp:380] res5a_branch2a -> res5a_branch2a
I0228 11:22:52.315609  9676 net.cpp:122] Setting up res5a_branch2a
I0228 11:22:52.315623  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.315627  9676 net.cpp:137] Memory required for data: 1789476864
I0228 11:22:52.315635  9676 layer_factory.hpp:77] Creating layer bn5a_branch2a
I0228 11:22:52.315644  9676 net.cpp:84] Creating Layer bn5a_branch2a
I0228 11:22:52.315649  9676 net.cpp:406] bn5a_branch2a <- res5a_branch2a
I0228 11:22:52.315655  9676 net.cpp:367] bn5a_branch2a -> res5a_branch2a (in-place)
I0228 11:22:52.315863  9676 net.cpp:122] Setting up bn5a_branch2a
I0228 11:22:52.315871  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.315874  9676 net.cpp:137] Memory required for data: 1790279680
I0228 11:22:52.315882  9676 layer_factory.hpp:77] Creating layer scale5a_branch2a
I0228 11:22:52.315888  9676 net.cpp:84] Creating Layer scale5a_branch2a
I0228 11:22:52.315892  9676 net.cpp:406] scale5a_branch2a <- res5a_branch2a
I0228 11:22:52.315899  9676 net.cpp:367] scale5a_branch2a -> res5a_branch2a (in-place)
I0228 11:22:52.315938  9676 layer_factory.hpp:77] Creating layer scale5a_branch2a
I0228 11:22:52.316056  9676 net.cpp:122] Setting up scale5a_branch2a
I0228 11:22:52.316063  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.316066  9676 net.cpp:137] Memory required for data: 1791082496
I0228 11:22:52.316073  9676 layer_factory.hpp:77] Creating layer res5a_branch2a_relu
I0228 11:22:52.316079  9676 net.cpp:84] Creating Layer res5a_branch2a_relu
I0228 11:22:52.316083  9676 net.cpp:406] res5a_branch2a_relu <- res5a_branch2a
I0228 11:22:52.316089  9676 net.cpp:367] res5a_branch2a_relu -> res5a_branch2a (in-place)
I0228 11:22:52.316257  9676 net.cpp:122] Setting up res5a_branch2a_relu
I0228 11:22:52.316267  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.316270  9676 net.cpp:137] Memory required for data: 1791885312
I0228 11:22:52.316275  9676 layer_factory.hpp:77] Creating layer res5a_branch2b
I0228 11:22:52.316283  9676 net.cpp:84] Creating Layer res5a_branch2b
I0228 11:22:52.316288  9676 net.cpp:406] res5a_branch2b <- res5a_branch2a
I0228 11:22:52.316294  9676 net.cpp:380] res5a_branch2b -> res5a_branch2b
I0228 11:22:52.321379  9676 net.cpp:122] Setting up res5a_branch2b
I0228 11:22:52.321400  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.321404  9676 net.cpp:137] Memory required for data: 1792688128
I0228 11:22:52.321413  9676 layer_factory.hpp:77] Creating layer bn5a_branch2b
I0228 11:22:52.321424  9676 net.cpp:84] Creating Layer bn5a_branch2b
I0228 11:22:52.321429  9676 net.cpp:406] bn5a_branch2b <- res5a_branch2b
I0228 11:22:52.321435  9676 net.cpp:367] bn5a_branch2b -> res5a_branch2b (in-place)
I0228 11:22:52.321647  9676 net.cpp:122] Setting up bn5a_branch2b
I0228 11:22:52.321655  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.321658  9676 net.cpp:137] Memory required for data: 1793490944
I0228 11:22:52.321673  9676 layer_factory.hpp:77] Creating layer scale5a_branch2b
I0228 11:22:52.321681  9676 net.cpp:84] Creating Layer scale5a_branch2b
I0228 11:22:52.321684  9676 net.cpp:406] scale5a_branch2b <- res5a_branch2b
I0228 11:22:52.321691  9676 net.cpp:367] scale5a_branch2b -> res5a_branch2b (in-place)
I0228 11:22:52.321732  9676 layer_factory.hpp:77] Creating layer scale5a_branch2b
I0228 11:22:52.321851  9676 net.cpp:122] Setting up scale5a_branch2b
I0228 11:22:52.321859  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.321862  9676 net.cpp:137] Memory required for data: 1794293760
I0228 11:22:52.321871  9676 layer_factory.hpp:77] Creating layer res5a_branch2b_relu
I0228 11:22:52.321876  9676 net.cpp:84] Creating Layer res5a_branch2b_relu
I0228 11:22:52.321879  9676 net.cpp:406] res5a_branch2b_relu <- res5a_branch2b
I0228 11:22:52.321887  9676 net.cpp:367] res5a_branch2b_relu -> res5a_branch2b (in-place)
I0228 11:22:52.322054  9676 net.cpp:122] Setting up res5a_branch2b_relu
I0228 11:22:52.322063  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.322067  9676 net.cpp:137] Memory required for data: 1795096576
I0228 11:22:52.322070  9676 layer_factory.hpp:77] Creating layer res5a_branch2c
I0228 11:22:52.322079  9676 net.cpp:84] Creating Layer res5a_branch2c
I0228 11:22:52.322083  9676 net.cpp:406] res5a_branch2c <- res5a_branch2b
I0228 11:22:52.322089  9676 net.cpp:380] res5a_branch2c -> res5a_branch2c
I0228 11:22:52.325070  9676 net.cpp:122] Setting up res5a_branch2c
I0228 11:22:52.325086  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.325090  9676 net.cpp:137] Memory required for data: 1798307840
I0228 11:22:52.325098  9676 layer_factory.hpp:77] Creating layer bn5a_branch2c
I0228 11:22:52.325106  9676 net.cpp:84] Creating Layer bn5a_branch2c
I0228 11:22:52.325111  9676 net.cpp:406] bn5a_branch2c <- res5a_branch2c
I0228 11:22:52.325117  9676 net.cpp:367] bn5a_branch2c -> res5a_branch2c (in-place)
I0228 11:22:52.325326  9676 net.cpp:122] Setting up bn5a_branch2c
I0228 11:22:52.325335  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.325338  9676 net.cpp:137] Memory required for data: 1801519104
I0228 11:22:52.325348  9676 layer_factory.hpp:77] Creating layer scale5a_branch2c
I0228 11:22:52.325356  9676 net.cpp:84] Creating Layer scale5a_branch2c
I0228 11:22:52.325359  9676 net.cpp:406] scale5a_branch2c <- res5a_branch2c
I0228 11:22:52.325366  9676 net.cpp:367] scale5a_branch2c -> res5a_branch2c (in-place)
I0228 11:22:52.325407  9676 layer_factory.hpp:77] Creating layer scale5a_branch2c
I0228 11:22:52.325527  9676 net.cpp:122] Setting up scale5a_branch2c
I0228 11:22:52.325536  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.325539  9676 net.cpp:137] Memory required for data: 1804730368
I0228 11:22:52.325546  9676 layer_factory.hpp:77] Creating layer res5a
I0228 11:22:52.325552  9676 net.cpp:84] Creating Layer res5a
I0228 11:22:52.325556  9676 net.cpp:406] res5a <- res5a_branch1
I0228 11:22:52.325562  9676 net.cpp:406] res5a <- res5a_branch2c
I0228 11:22:52.325567  9676 net.cpp:380] res5a -> res5a
I0228 11:22:52.325592  9676 net.cpp:122] Setting up res5a
I0228 11:22:52.325599  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.325603  9676 net.cpp:137] Memory required for data: 1807941632
I0228 11:22:52.325606  9676 layer_factory.hpp:77] Creating layer res5a_relu
I0228 11:22:52.325611  9676 net.cpp:84] Creating Layer res5a_relu
I0228 11:22:52.325615  9676 net.cpp:406] res5a_relu <- res5a
I0228 11:22:52.325620  9676 net.cpp:367] res5a_relu -> res5a (in-place)
I0228 11:22:52.325788  9676 net.cpp:122] Setting up res5a_relu
I0228 11:22:52.325796  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.325800  9676 net.cpp:137] Memory required for data: 1811152896
I0228 11:22:52.325805  9676 layer_factory.hpp:77] Creating layer res5a_res5a_relu_0_split
I0228 11:22:52.325811  9676 net.cpp:84] Creating Layer res5a_res5a_relu_0_split
I0228 11:22:52.325815  9676 net.cpp:406] res5a_res5a_relu_0_split <- res5a
I0228 11:22:52.325825  9676 net.cpp:380] res5a_res5a_relu_0_split -> res5a_res5a_relu_0_split_0
I0228 11:22:52.325832  9676 net.cpp:380] res5a_res5a_relu_0_split -> res5a_res5a_relu_0_split_1
I0228 11:22:52.325876  9676 net.cpp:122] Setting up res5a_res5a_relu_0_split
I0228 11:22:52.325883  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.325887  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.325891  9676 net.cpp:137] Memory required for data: 1817575424
I0228 11:22:52.325894  9676 layer_factory.hpp:77] Creating layer res5b_branch2a
I0228 11:22:52.325903  9676 net.cpp:84] Creating Layer res5b_branch2a
I0228 11:22:52.325907  9676 net.cpp:406] res5b_branch2a <- res5a_res5a_relu_0_split_0
I0228 11:22:52.325914  9676 net.cpp:380] res5b_branch2a -> res5b_branch2a
I0228 11:22:52.329099  9676 net.cpp:122] Setting up res5b_branch2a
I0228 11:22:52.329114  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.329118  9676 net.cpp:137] Memory required for data: 1818378240
I0228 11:22:52.329126  9676 layer_factory.hpp:77] Creating layer bn5b_branch2a
I0228 11:22:52.329135  9676 net.cpp:84] Creating Layer bn5b_branch2a
I0228 11:22:52.329140  9676 net.cpp:406] bn5b_branch2a <- res5b_branch2a
I0228 11:22:52.329147  9676 net.cpp:367] bn5b_branch2a -> res5b_branch2a (in-place)
I0228 11:22:52.329355  9676 net.cpp:122] Setting up bn5b_branch2a
I0228 11:22:52.329362  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.329366  9676 net.cpp:137] Memory required for data: 1819181056
I0228 11:22:52.329375  9676 layer_factory.hpp:77] Creating layer scale5b_branch2a
I0228 11:22:52.329383  9676 net.cpp:84] Creating Layer scale5b_branch2a
I0228 11:22:52.329387  9676 net.cpp:406] scale5b_branch2a <- res5b_branch2a
I0228 11:22:52.329392  9676 net.cpp:367] scale5b_branch2a -> res5b_branch2a (in-place)
I0228 11:22:52.329433  9676 layer_factory.hpp:77] Creating layer scale5b_branch2a
I0228 11:22:52.329555  9676 net.cpp:122] Setting up scale5b_branch2a
I0228 11:22:52.329562  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.329566  9676 net.cpp:137] Memory required for data: 1819983872
I0228 11:22:52.329573  9676 layer_factory.hpp:77] Creating layer res5b_branch2a_relu
I0228 11:22:52.329579  9676 net.cpp:84] Creating Layer res5b_branch2a_relu
I0228 11:22:52.329583  9676 net.cpp:406] res5b_branch2a_relu <- res5b_branch2a
I0228 11:22:52.329589  9676 net.cpp:367] res5b_branch2a_relu -> res5b_branch2a (in-place)
I0228 11:22:52.330036  9676 net.cpp:122] Setting up res5b_branch2a_relu
I0228 11:22:52.330049  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.330054  9676 net.cpp:137] Memory required for data: 1820786688
I0228 11:22:52.330057  9676 layer_factory.hpp:77] Creating layer res5b_branch2b
I0228 11:22:52.330067  9676 net.cpp:84] Creating Layer res5b_branch2b
I0228 11:22:52.330072  9676 net.cpp:406] res5b_branch2b <- res5b_branch2a
I0228 11:22:52.330078  9676 net.cpp:380] res5b_branch2b -> res5b_branch2b
I0228 11:22:52.335175  9676 net.cpp:122] Setting up res5b_branch2b
I0228 11:22:52.335194  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.335198  9676 net.cpp:137] Memory required for data: 1821589504
I0228 11:22:52.335207  9676 layer_factory.hpp:77] Creating layer bn5b_branch2b
I0228 11:22:52.335216  9676 net.cpp:84] Creating Layer bn5b_branch2b
I0228 11:22:52.335222  9676 net.cpp:406] bn5b_branch2b <- res5b_branch2b
I0228 11:22:52.335229  9676 net.cpp:367] bn5b_branch2b -> res5b_branch2b (in-place)
I0228 11:22:52.335441  9676 net.cpp:122] Setting up bn5b_branch2b
I0228 11:22:52.335448  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.335453  9676 net.cpp:137] Memory required for data: 1822392320
I0228 11:22:52.335461  9676 layer_factory.hpp:77] Creating layer scale5b_branch2b
I0228 11:22:52.335469  9676 net.cpp:84] Creating Layer scale5b_branch2b
I0228 11:22:52.335472  9676 net.cpp:406] scale5b_branch2b <- res5b_branch2b
I0228 11:22:52.335479  9676 net.cpp:367] scale5b_branch2b -> res5b_branch2b (in-place)
I0228 11:22:52.335521  9676 layer_factory.hpp:77] Creating layer scale5b_branch2b
I0228 11:22:52.335649  9676 net.cpp:122] Setting up scale5b_branch2b
I0228 11:22:52.335656  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.335659  9676 net.cpp:137] Memory required for data: 1823195136
I0228 11:22:52.335667  9676 layer_factory.hpp:77] Creating layer res5b_branch2b_relu
I0228 11:22:52.335674  9676 net.cpp:84] Creating Layer res5b_branch2b_relu
I0228 11:22:52.335677  9676 net.cpp:406] res5b_branch2b_relu <- res5b_branch2b
I0228 11:22:52.335685  9676 net.cpp:367] res5b_branch2b_relu -> res5b_branch2b (in-place)
I0228 11:22:52.335855  9676 net.cpp:122] Setting up res5b_branch2b_relu
I0228 11:22:52.335863  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.335867  9676 net.cpp:137] Memory required for data: 1823997952
I0228 11:22:52.335871  9676 layer_factory.hpp:77] Creating layer res5b_branch2c
I0228 11:22:52.335880  9676 net.cpp:84] Creating Layer res5b_branch2c
I0228 11:22:52.335885  9676 net.cpp:406] res5b_branch2c <- res5b_branch2b
I0228 11:22:52.335891  9676 net.cpp:380] res5b_branch2c -> res5b_branch2c
I0228 11:22:52.339102  9676 net.cpp:122] Setting up res5b_branch2c
I0228 11:22:52.339120  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.339124  9676 net.cpp:137] Memory required for data: 1827209216
I0228 11:22:52.339148  9676 layer_factory.hpp:77] Creating layer bn5b_branch2c
I0228 11:22:52.339159  9676 net.cpp:84] Creating Layer bn5b_branch2c
I0228 11:22:52.339164  9676 net.cpp:406] bn5b_branch2c <- res5b_branch2c
I0228 11:22:52.339172  9676 net.cpp:367] bn5b_branch2c -> res5b_branch2c (in-place)
I0228 11:22:52.339426  9676 net.cpp:122] Setting up bn5b_branch2c
I0228 11:22:52.339433  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.339437  9676 net.cpp:137] Memory required for data: 1830420480
I0228 11:22:52.339447  9676 layer_factory.hpp:77] Creating layer scale5b_branch2c
I0228 11:22:52.339453  9676 net.cpp:84] Creating Layer scale5b_branch2c
I0228 11:22:52.339457  9676 net.cpp:406] scale5b_branch2c <- res5b_branch2c
I0228 11:22:52.339464  9676 net.cpp:367] scale5b_branch2c -> res5b_branch2c (in-place)
I0228 11:22:52.339509  9676 layer_factory.hpp:77] Creating layer scale5b_branch2c
I0228 11:22:52.339650  9676 net.cpp:122] Setting up scale5b_branch2c
I0228 11:22:52.339658  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.339663  9676 net.cpp:137] Memory required for data: 1833631744
I0228 11:22:52.339669  9676 layer_factory.hpp:77] Creating layer res5b
I0228 11:22:52.339676  9676 net.cpp:84] Creating Layer res5b
I0228 11:22:52.339680  9676 net.cpp:406] res5b <- res5a_res5a_relu_0_split_1
I0228 11:22:52.339685  9676 net.cpp:406] res5b <- res5b_branch2c
I0228 11:22:52.339692  9676 net.cpp:380] res5b -> res5b
I0228 11:22:52.339725  9676 net.cpp:122] Setting up res5b
I0228 11:22:52.339735  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.339738  9676 net.cpp:137] Memory required for data: 1836843008
I0228 11:22:52.339743  9676 layer_factory.hpp:77] Creating layer res5b_relu
I0228 11:22:52.339749  9676 net.cpp:84] Creating Layer res5b_relu
I0228 11:22:52.339752  9676 net.cpp:406] res5b_relu <- res5b
I0228 11:22:52.339758  9676 net.cpp:367] res5b_relu -> res5b (in-place)
I0228 11:22:52.339968  9676 net.cpp:122] Setting up res5b_relu
I0228 11:22:52.339978  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.339982  9676 net.cpp:137] Memory required for data: 1840054272
I0228 11:22:52.339987  9676 layer_factory.hpp:77] Creating layer res5b_res5b_relu_0_split
I0228 11:22:52.339996  9676 net.cpp:84] Creating Layer res5b_res5b_relu_0_split
I0228 11:22:52.340000  9676 net.cpp:406] res5b_res5b_relu_0_split <- res5b
I0228 11:22:52.340006  9676 net.cpp:380] res5b_res5b_relu_0_split -> res5b_res5b_relu_0_split_0
I0228 11:22:52.340014  9676 net.cpp:380] res5b_res5b_relu_0_split -> res5b_res5b_relu_0_split_1
I0228 11:22:52.340062  9676 net.cpp:122] Setting up res5b_res5b_relu_0_split
I0228 11:22:52.340070  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.340078  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.340082  9676 net.cpp:137] Memory required for data: 1846476800
I0228 11:22:52.340086  9676 layer_factory.hpp:77] Creating layer res5c_branch2a
I0228 11:22:52.340096  9676 net.cpp:84] Creating Layer res5c_branch2a
I0228 11:22:52.340116  9676 net.cpp:406] res5c_branch2a <- res5b_res5b_relu_0_split_0
I0228 11:22:52.340138  9676 net.cpp:380] res5c_branch2a -> res5c_branch2a
I0228 11:22:52.343120  9676 net.cpp:122] Setting up res5c_branch2a
I0228 11:22:52.343137  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.343139  9676 net.cpp:137] Memory required for data: 1847279616
I0228 11:22:52.343147  9676 layer_factory.hpp:77] Creating layer bn5c_branch2a
I0228 11:22:52.343156  9676 net.cpp:84] Creating Layer bn5c_branch2a
I0228 11:22:52.343160  9676 net.cpp:406] bn5c_branch2a <- res5c_branch2a
I0228 11:22:52.343168  9676 net.cpp:367] bn5c_branch2a -> res5c_branch2a (in-place)
I0228 11:22:52.343376  9676 net.cpp:122] Setting up bn5c_branch2a
I0228 11:22:52.343384  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.343387  9676 net.cpp:137] Memory required for data: 1848082432
I0228 11:22:52.343397  9676 layer_factory.hpp:77] Creating layer scale5c_branch2a
I0228 11:22:52.343405  9676 net.cpp:84] Creating Layer scale5c_branch2a
I0228 11:22:52.343407  9676 net.cpp:406] scale5c_branch2a <- res5c_branch2a
I0228 11:22:52.343415  9676 net.cpp:367] scale5c_branch2a -> res5c_branch2a (in-place)
I0228 11:22:52.343456  9676 layer_factory.hpp:77] Creating layer scale5c_branch2a
I0228 11:22:52.343585  9676 net.cpp:122] Setting up scale5c_branch2a
I0228 11:22:52.343592  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.343596  9676 net.cpp:137] Memory required for data: 1848885248
I0228 11:22:52.343603  9676 layer_factory.hpp:77] Creating layer res5c_branch2a_relu
I0228 11:22:52.343610  9676 net.cpp:84] Creating Layer res5c_branch2a_relu
I0228 11:22:52.343613  9676 net.cpp:406] res5c_branch2a_relu <- res5c_branch2a
I0228 11:22:52.343619  9676 net.cpp:367] res5c_branch2a_relu -> res5c_branch2a (in-place)
I0228 11:22:52.343788  9676 net.cpp:122] Setting up res5c_branch2a_relu
I0228 11:22:52.343797  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.343801  9676 net.cpp:137] Memory required for data: 1849688064
I0228 11:22:52.343806  9676 layer_factory.hpp:77] Creating layer res5c_branch2b
I0228 11:22:52.343816  9676 net.cpp:84] Creating Layer res5c_branch2b
I0228 11:22:52.343819  9676 net.cpp:406] res5c_branch2b <- res5c_branch2a
I0228 11:22:52.343824  9676 net.cpp:380] res5c_branch2b -> res5c_branch2b
I0228 11:22:52.348953  9676 net.cpp:122] Setting up res5c_branch2b
I0228 11:22:52.348976  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.348980  9676 net.cpp:137] Memory required for data: 1850490880
I0228 11:22:52.348990  9676 layer_factory.hpp:77] Creating layer bn5c_branch2b
I0228 11:22:52.349001  9676 net.cpp:84] Creating Layer bn5c_branch2b
I0228 11:22:52.349005  9676 net.cpp:406] bn5c_branch2b <- res5c_branch2b
I0228 11:22:52.349014  9676 net.cpp:367] bn5c_branch2b -> res5c_branch2b (in-place)
I0228 11:22:52.349241  9676 net.cpp:122] Setting up bn5c_branch2b
I0228 11:22:52.349247  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.349251  9676 net.cpp:137] Memory required for data: 1851293696
I0228 11:22:52.349261  9676 layer_factory.hpp:77] Creating layer scale5c_branch2b
I0228 11:22:52.349267  9676 net.cpp:84] Creating Layer scale5c_branch2b
I0228 11:22:52.349272  9676 net.cpp:406] scale5c_branch2b <- res5c_branch2b
I0228 11:22:52.349278  9676 net.cpp:367] scale5c_branch2b -> res5c_branch2b (in-place)
I0228 11:22:52.349323  9676 layer_factory.hpp:77] Creating layer scale5c_branch2b
I0228 11:22:52.349450  9676 net.cpp:122] Setting up scale5c_branch2b
I0228 11:22:52.349457  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.349460  9676 net.cpp:137] Memory required for data: 1852096512
I0228 11:22:52.349468  9676 layer_factory.hpp:77] Creating layer res5c_branch2b_relu
I0228 11:22:52.349478  9676 net.cpp:84] Creating Layer res5c_branch2b_relu
I0228 11:22:52.349483  9676 net.cpp:406] res5c_branch2b_relu <- res5c_branch2b
I0228 11:22:52.349489  9676 net.cpp:367] res5c_branch2b_relu -> res5c_branch2b (in-place)
I0228 11:22:52.349661  9676 net.cpp:122] Setting up res5c_branch2b_relu
I0228 11:22:52.349669  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.349673  9676 net.cpp:137] Memory required for data: 1852899328
I0228 11:22:52.349678  9676 layer_factory.hpp:77] Creating layer res5c_branch2c
I0228 11:22:52.349689  9676 net.cpp:84] Creating Layer res5c_branch2c
I0228 11:22:52.349692  9676 net.cpp:406] res5c_branch2c <- res5c_branch2b
I0228 11:22:52.349699  9676 net.cpp:380] res5c_branch2c -> res5c_branch2c
I0228 11:22:52.352725  9676 net.cpp:122] Setting up res5c_branch2c
I0228 11:22:52.352740  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.352743  9676 net.cpp:137] Memory required for data: 1856110592
I0228 11:22:52.352751  9676 layer_factory.hpp:77] Creating layer bn5c_branch2c
I0228 11:22:52.352761  9676 net.cpp:84] Creating Layer bn5c_branch2c
I0228 11:22:52.352764  9676 net.cpp:406] bn5c_branch2c <- res5c_branch2c
I0228 11:22:52.352771  9676 net.cpp:367] bn5c_branch2c -> res5c_branch2c (in-place)
I0228 11:22:52.352990  9676 net.cpp:122] Setting up bn5c_branch2c
I0228 11:22:52.352998  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.353001  9676 net.cpp:137] Memory required for data: 1859321856
I0228 11:22:52.353010  9676 layer_factory.hpp:77] Creating layer scale5c_branch2c
I0228 11:22:52.353016  9676 net.cpp:84] Creating Layer scale5c_branch2c
I0228 11:22:52.353020  9676 net.cpp:406] scale5c_branch2c <- res5c_branch2c
I0228 11:22:52.353029  9676 net.cpp:367] scale5c_branch2c -> res5c_branch2c (in-place)
I0228 11:22:52.353071  9676 layer_factory.hpp:77] Creating layer scale5c_branch2c
I0228 11:22:52.353200  9676 net.cpp:122] Setting up scale5c_branch2c
I0228 11:22:52.353209  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.353211  9676 net.cpp:137] Memory required for data: 1862533120
I0228 11:22:52.353220  9676 layer_factory.hpp:77] Creating layer res5c
I0228 11:22:52.353226  9676 net.cpp:84] Creating Layer res5c
I0228 11:22:52.353230  9676 net.cpp:406] res5c <- res5b_res5b_relu_0_split_1
I0228 11:22:52.353235  9676 net.cpp:406] res5c <- res5c_branch2c
I0228 11:22:52.353240  9676 net.cpp:380] res5c -> res5c
I0228 11:22:52.353269  9676 net.cpp:122] Setting up res5c
I0228 11:22:52.353277  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.353281  9676 net.cpp:137] Memory required for data: 1865744384
I0228 11:22:52.353284  9676 layer_factory.hpp:77] Creating layer res5c_relu
I0228 11:22:52.353289  9676 net.cpp:84] Creating Layer res5c_relu
I0228 11:22:52.353293  9676 net.cpp:406] res5c_relu <- res5c
I0228 11:22:52.353298  9676 net.cpp:367] res5c_relu -> res5c (in-place)
I0228 11:22:52.353468  9676 net.cpp:122] Setting up res5c_relu
I0228 11:22:52.353477  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.353480  9676 net.cpp:137] Memory required for data: 1868955648
I0228 11:22:52.353484  9676 layer_factory.hpp:77] Creating layer pool
I0228 11:22:52.353493  9676 net.cpp:84] Creating Layer pool
I0228 11:22:52.353497  9676 net.cpp:406] pool <- res5c
I0228 11:22:52.353503  9676 net.cpp:380] pool -> pool
I0228 11:22:52.353981  9676 net.cpp:122] Setting up pool
I0228 11:22:52.353994  9676 net.cpp:129] Top shape: 8 2048 1 1 (16384)
I0228 11:22:52.353997  9676 net.cpp:137] Memory required for data: 1869021184
I0228 11:22:52.354003  9676 layer_factory.hpp:77] Creating layer ip1
I0228 11:22:52.354017  9676 net.cpp:84] Creating Layer ip1
I0228 11:22:52.354022  9676 net.cpp:406] ip1 <- pool
I0228 11:22:52.354027  9676 net.cpp:380] ip1 -> ip1
I0228 11:22:52.360893  9676 net.cpp:122] Setting up ip1
I0228 11:22:52.360908  9676 net.cpp:129] Top shape: 8 512 (4096)
I0228 11:22:52.360911  9676 net.cpp:137] Memory required for data: 1869037568
I0228 11:22:52.360919  9676 layer_factory.hpp:77] Creating layer relu1
I0228 11:22:52.360931  9676 net.cpp:84] Creating Layer relu1
I0228 11:22:52.360937  9676 net.cpp:406] relu1 <- ip1
I0228 11:22:52.360942  9676 net.cpp:367] relu1 -> ip1 (in-place)
I0228 11:22:52.361138  9676 net.cpp:122] Setting up relu1
I0228 11:22:52.361147  9676 net.cpp:129] Top shape: 8 512 (4096)
I0228 11:22:52.361151  9676 net.cpp:137] Memory required for data: 1869053952
I0228 11:22:52.361155  9676 layer_factory.hpp:77] Creating layer ip2
I0228 11:22:52.361165  9676 net.cpp:84] Creating Layer ip2
I0228 11:22:52.361168  9676 net.cpp:406] ip2 <- ip1
I0228 11:22:52.361176  9676 net.cpp:380] ip2 -> ip2
I0228 11:22:52.362640  9676 net.cpp:122] Setting up ip2
I0228 11:22:52.362648  9676 net.cpp:129] Top shape: 8 512 (4096)
I0228 11:22:52.362651  9676 net.cpp:137] Memory required for data: 1869070336
I0228 11:22:52.362658  9676 layer_factory.hpp:77] Creating layer feat
I0228 11:22:52.362664  9676 net.cpp:84] Creating Layer feat
I0228 11:22:52.362668  9676 net.cpp:406] feat <- ip2
I0228 11:22:52.362674  9676 net.cpp:380] feat -> feat
I0228 11:22:52.364878  9676 net.cpp:122] Setting up feat
I0228 11:22:52.364892  9676 net.cpp:129] Top shape: 8 512 (4096)
I0228 11:22:52.364895  9676 net.cpp:137] Memory required for data: 1869086720
I0228 11:22:52.364902  9676 layer_factory.hpp:77] Creating layer conv1_p
I0228 11:22:52.364912  9676 net.cpp:84] Creating Layer conv1_p
I0228 11:22:52.364917  9676 net.cpp:406] conv1_p <- data_p
I0228 11:22:52.364926  9676 net.cpp:380] conv1_p -> conv1_p
I0228 11:22:52.366103  9676 net.cpp:122] Setting up conv1_p
I0228 11:22:52.366140  9676 net.cpp:129] Top shape: 8 64 112 112 (6422528)
I0228 11:22:52.366144  9676 net.cpp:137] Memory required for data: 1894776832
I0228 11:22:52.366152  9676 net.cpp:465] Sharing parameters 'conv1_w' owned by layer 'conv1', param index 0
I0228 11:22:52.366158  9676 net.cpp:465] Sharing parameters 'conv1_b' owned by layer 'conv1', param index 1
I0228 11:22:52.366163  9676 layer_factory.hpp:77] Creating layer bn_conv1_p
I0228 11:22:52.366171  9676 net.cpp:84] Creating Layer bn_conv1_p
I0228 11:22:52.366176  9676 net.cpp:406] bn_conv1_p <- conv1_p
I0228 11:22:52.366183  9676 net.cpp:367] bn_conv1_p -> conv1_p (in-place)
I0228 11:22:52.366423  9676 net.cpp:122] Setting up bn_conv1_p
I0228 11:22:52.366447  9676 net.cpp:129] Top shape: 8 64 112 112 (6422528)
I0228 11:22:52.366451  9676 net.cpp:137] Memory required for data: 1920466944
I0228 11:22:52.366456  9676 net.cpp:465] Sharing parameters 'bn_conv1_mean' owned by layer 'bn_conv1', param index 0
I0228 11:22:52.366461  9676 net.cpp:465] Sharing parameters 'bn_conv1_variance' owned by layer 'bn_conv1', param index 1
I0228 11:22:52.366466  9676 net.cpp:465] Sharing parameters 'bn_conv1_scale_factor' owned by layer 'bn_conv1', param index 2
I0228 11:22:52.366470  9676 layer_factory.hpp:77] Creating layer scale_conv1_p
I0228 11:22:52.366478  9676 net.cpp:84] Creating Layer scale_conv1_p
I0228 11:22:52.366482  9676 net.cpp:406] scale_conv1_p <- conv1_p
I0228 11:22:52.366487  9676 net.cpp:367] scale_conv1_p -> conv1_p (in-place)
I0228 11:22:52.366536  9676 layer_factory.hpp:77] Creating layer scale_conv1_p
I0228 11:22:52.366677  9676 net.cpp:122] Setting up scale_conv1_p
I0228 11:22:52.366685  9676 net.cpp:129] Top shape: 8 64 112 112 (6422528)
I0228 11:22:52.366688  9676 net.cpp:137] Memory required for data: 1946157056
I0228 11:22:52.366694  9676 net.cpp:465] Sharing parameters 'scale_conv1_alpha' owned by layer 'scale_conv1', param index 0
I0228 11:22:52.366699  9676 net.cpp:465] Sharing parameters 'scale_conv1_beta' owned by layer 'scale_conv1', param index 1
I0228 11:22:52.366703  9676 layer_factory.hpp:77] Creating layer conv1_relu_p
I0228 11:22:52.366709  9676 net.cpp:84] Creating Layer conv1_relu_p
I0228 11:22:52.366714  9676 net.cpp:406] conv1_relu_p <- conv1_p
I0228 11:22:52.366719  9676 net.cpp:367] conv1_relu_p -> conv1_p (in-place)
I0228 11:22:52.366886  9676 net.cpp:122] Setting up conv1_relu_p
I0228 11:22:52.366896  9676 net.cpp:129] Top shape: 8 64 112 112 (6422528)
I0228 11:22:52.366899  9676 net.cpp:137] Memory required for data: 1971847168
I0228 11:22:52.366906  9676 layer_factory.hpp:77] Creating layer pool1_p
I0228 11:22:52.366914  9676 net.cpp:84] Creating Layer pool1_p
I0228 11:22:52.366917  9676 net.cpp:406] pool1_p <- conv1_p
I0228 11:22:52.366922  9676 net.cpp:380] pool1_p -> pool1_p
I0228 11:22:52.366972  9676 net.cpp:122] Setting up pool1_p
I0228 11:22:52.366981  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.366983  9676 net.cpp:137] Memory required for data: 1978269696
I0228 11:22:52.366988  9676 layer_factory.hpp:77] Creating layer pool1_p_pool1_p_0_split
I0228 11:22:52.366996  9676 net.cpp:84] Creating Layer pool1_p_pool1_p_0_split
I0228 11:22:52.366999  9676 net.cpp:406] pool1_p_pool1_p_0_split <- pool1_p
I0228 11:22:52.367004  9676 net.cpp:380] pool1_p_pool1_p_0_split -> pool1_p_pool1_p_0_split_0
I0228 11:22:52.367010  9676 net.cpp:380] pool1_p_pool1_p_0_split -> pool1_p_pool1_p_0_split_1
I0228 11:22:52.367054  9676 net.cpp:122] Setting up pool1_p_pool1_p_0_split
I0228 11:22:52.367060  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.367065  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.367069  9676 net.cpp:137] Memory required for data: 1991114752
I0228 11:22:52.367072  9676 layer_factory.hpp:77] Creating layer res2a_branch1_p
I0228 11:22:52.367081  9676 net.cpp:84] Creating Layer res2a_branch1_p
I0228 11:22:52.367085  9676 net.cpp:406] res2a_branch1_p <- pool1_p_pool1_p_0_split_0
I0228 11:22:52.367091  9676 net.cpp:380] res2a_branch1_p -> res2a_branch1_p
I0228 11:22:52.368127  9676 net.cpp:122] Setting up res2a_branch1_p
I0228 11:22:52.368141  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.368145  9676 net.cpp:137] Memory required for data: 2016804864
I0228 11:22:52.368151  9676 net.cpp:465] Sharing parameters 'res2a_branch1_w' owned by layer 'res2a_branch1', param index 0
I0228 11:22:52.368155  9676 layer_factory.hpp:77] Creating layer bn2a_branch1_p
I0228 11:22:52.368165  9676 net.cpp:84] Creating Layer bn2a_branch1_p
I0228 11:22:52.368168  9676 net.cpp:406] bn2a_branch1_p <- res2a_branch1_p
I0228 11:22:52.368175  9676 net.cpp:367] bn2a_branch1_p -> res2a_branch1_p (in-place)
I0228 11:22:52.368383  9676 net.cpp:122] Setting up bn2a_branch1_p
I0228 11:22:52.368391  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.368394  9676 net.cpp:137] Memory required for data: 2042494976
I0228 11:22:52.368400  9676 net.cpp:465] Sharing parameters 'bn2a_branch1_mean' owned by layer 'bn2a_branch1', param index 0
I0228 11:22:52.368405  9676 net.cpp:465] Sharing parameters 'bn2a_branch1_variance' owned by layer 'bn2a_branch1', param index 1
I0228 11:22:52.368410  9676 net.cpp:465] Sharing parameters 'bn2a_branch1_scale_factor' owned by layer 'bn2a_branch1', param index 2
I0228 11:22:52.368415  9676 layer_factory.hpp:77] Creating layer scale2a_branch1_p
I0228 11:22:52.368463  9676 net.cpp:84] Creating Layer scale2a_branch1_p
I0228 11:22:52.368468  9676 net.cpp:406] scale2a_branch1_p <- res2a_branch1_p
I0228 11:22:52.368474  9676 net.cpp:367] scale2a_branch1_p -> res2a_branch1_p (in-place)
I0228 11:22:52.368520  9676 layer_factory.hpp:77] Creating layer scale2a_branch1_p
I0228 11:22:52.368646  9676 net.cpp:122] Setting up scale2a_branch1_p
I0228 11:22:52.368654  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.368657  9676 net.cpp:137] Memory required for data: 2068185088
I0228 11:22:52.368664  9676 net.cpp:465] Sharing parameters 'scale2a_branch1_alpha' owned by layer 'scale2a_branch1', param index 0
I0228 11:22:52.368669  9676 net.cpp:465] Sharing parameters 'scale2a_branch1_beta' owned by layer 'scale2a_branch1', param index 1
I0228 11:22:52.368672  9676 layer_factory.hpp:77] Creating layer res2a_branch2a_p
I0228 11:22:52.368683  9676 net.cpp:84] Creating Layer res2a_branch2a_p
I0228 11:22:52.368687  9676 net.cpp:406] res2a_branch2a_p <- pool1_p_pool1_p_0_split_1
I0228 11:22:52.368693  9676 net.cpp:380] res2a_branch2a_p -> res2a_branch2a_p
I0228 11:22:52.369736  9676 net.cpp:122] Setting up res2a_branch2a_p
I0228 11:22:52.369750  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.369756  9676 net.cpp:137] Memory required for data: 2074607616
I0228 11:22:52.369762  9676 net.cpp:465] Sharing parameters 'res2a_branch2a_w' owned by layer 'res2a_branch2a', param index 0
I0228 11:22:52.369767  9676 layer_factory.hpp:77] Creating layer bn2a_branch2a_p
I0228 11:22:52.369776  9676 net.cpp:84] Creating Layer bn2a_branch2a_p
I0228 11:22:52.369781  9676 net.cpp:406] bn2a_branch2a_p <- res2a_branch2a_p
I0228 11:22:52.369787  9676 net.cpp:367] bn2a_branch2a_p -> res2a_branch2a_p (in-place)
I0228 11:22:52.370005  9676 net.cpp:122] Setting up bn2a_branch2a_p
I0228 11:22:52.370013  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.370016  9676 net.cpp:137] Memory required for data: 2081030144
I0228 11:22:52.370021  9676 net.cpp:465] Sharing parameters 'bn2a_branch2a_mean' owned by layer 'bn2a_branch2a', param index 0
I0228 11:22:52.370026  9676 net.cpp:465] Sharing parameters 'bn2a_branch2a_variance' owned by layer 'bn2a_branch2a', param index 1
I0228 11:22:52.370031  9676 net.cpp:465] Sharing parameters 'bn2a_branch2a_scale_factor' owned by layer 'bn2a_branch2a', param index 2
I0228 11:22:52.370036  9676 layer_factory.hpp:77] Creating layer scale2a_branch2a_p
I0228 11:22:52.370044  9676 net.cpp:84] Creating Layer scale2a_branch2a_p
I0228 11:22:52.370048  9676 net.cpp:406] scale2a_branch2a_p <- res2a_branch2a_p
I0228 11:22:52.370054  9676 net.cpp:367] scale2a_branch2a_p -> res2a_branch2a_p (in-place)
I0228 11:22:52.370101  9676 layer_factory.hpp:77] Creating layer scale2a_branch2a_p
I0228 11:22:52.370265  9676 net.cpp:122] Setting up scale2a_branch2a_p
I0228 11:22:52.370273  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.370277  9676 net.cpp:137] Memory required for data: 2087452672
I0228 11:22:52.370283  9676 net.cpp:465] Sharing parameters 'scale2a_branch2a_alpha' owned by layer 'scale2a_branch2a', param index 0
I0228 11:22:52.370288  9676 net.cpp:465] Sharing parameters 'scale2a_branch2a_beta' owned by layer 'scale2a_branch2a', param index 1
I0228 11:22:52.370292  9676 layer_factory.hpp:77] Creating layer res2a_branch2a_relu_p
I0228 11:22:52.370298  9676 net.cpp:84] Creating Layer res2a_branch2a_relu_p
I0228 11:22:52.370303  9676 net.cpp:406] res2a_branch2a_relu_p <- res2a_branch2a_p
I0228 11:22:52.370308  9676 net.cpp:367] res2a_branch2a_relu_p -> res2a_branch2a_p (in-place)
I0228 11:22:52.370508  9676 net.cpp:122] Setting up res2a_branch2a_relu_p
I0228 11:22:52.370517  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.370520  9676 net.cpp:137] Memory required for data: 2093875200
I0228 11:22:52.370524  9676 layer_factory.hpp:77] Creating layer res2a_branch2b_p
I0228 11:22:52.370533  9676 net.cpp:84] Creating Layer res2a_branch2b_p
I0228 11:22:52.370537  9676 net.cpp:406] res2a_branch2b_p <- res2a_branch2a_p
I0228 11:22:52.370543  9676 net.cpp:380] res2a_branch2b_p -> res2a_branch2b_p
I0228 11:22:52.371596  9676 net.cpp:122] Setting up res2a_branch2b_p
I0228 11:22:52.371610  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.371614  9676 net.cpp:137] Memory required for data: 2100297728
I0228 11:22:52.371619  9676 net.cpp:465] Sharing parameters 'res2a_branch2b_w' owned by layer 'res2a_branch2b', param index 0
I0228 11:22:52.371625  9676 layer_factory.hpp:77] Creating layer bn2a_branch2b_p
I0228 11:22:52.371634  9676 net.cpp:84] Creating Layer bn2a_branch2b_p
I0228 11:22:52.371639  9676 net.cpp:406] bn2a_branch2b_p <- res2a_branch2b_p
I0228 11:22:52.371645  9676 net.cpp:367] bn2a_branch2b_p -> res2a_branch2b_p (in-place)
I0228 11:22:52.371870  9676 net.cpp:122] Setting up bn2a_branch2b_p
I0228 11:22:52.371877  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.371881  9676 net.cpp:137] Memory required for data: 2106720256
I0228 11:22:52.371886  9676 net.cpp:465] Sharing parameters 'bn2a_branch2b_mean' owned by layer 'bn2a_branch2b', param index 0
I0228 11:22:52.371891  9676 net.cpp:465] Sharing parameters 'bn2a_branch2b_variance' owned by layer 'bn2a_branch2b', param index 1
I0228 11:22:52.371898  9676 net.cpp:465] Sharing parameters 'bn2a_branch2b_scale_factor' owned by layer 'bn2a_branch2b', param index 2
I0228 11:22:52.371903  9676 layer_factory.hpp:77] Creating layer scale2a_branch2b_p
I0228 11:22:52.371911  9676 net.cpp:84] Creating Layer scale2a_branch2b_p
I0228 11:22:52.371914  9676 net.cpp:406] scale2a_branch2b_p <- res2a_branch2b_p
I0228 11:22:52.371919  9676 net.cpp:367] scale2a_branch2b_p -> res2a_branch2b_p (in-place)
I0228 11:22:52.371966  9676 layer_factory.hpp:77] Creating layer scale2a_branch2b_p
I0228 11:22:52.372100  9676 net.cpp:122] Setting up scale2a_branch2b_p
I0228 11:22:52.372108  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.372112  9676 net.cpp:137] Memory required for data: 2113142784
I0228 11:22:52.372117  9676 net.cpp:465] Sharing parameters 'scale2a_branch2b_alpha' owned by layer 'scale2a_branch2b', param index 0
I0228 11:22:52.372123  9676 net.cpp:465] Sharing parameters 'scale2a_branch2b_beta' owned by layer 'scale2a_branch2b', param index 1
I0228 11:22:52.372126  9676 layer_factory.hpp:77] Creating layer res2a_branch2b_relu_p
I0228 11:22:52.372133  9676 net.cpp:84] Creating Layer res2a_branch2b_relu_p
I0228 11:22:52.372136  9676 net.cpp:406] res2a_branch2b_relu_p <- res2a_branch2b_p
I0228 11:22:52.372141  9676 net.cpp:367] res2a_branch2b_relu_p -> res2a_branch2b_p (in-place)
I0228 11:22:52.372313  9676 net.cpp:122] Setting up res2a_branch2b_relu_p
I0228 11:22:52.372320  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.372324  9676 net.cpp:137] Memory required for data: 2119565312
I0228 11:22:52.372328  9676 layer_factory.hpp:77] Creating layer res2a_branch2c_p
I0228 11:22:52.372339  9676 net.cpp:84] Creating Layer res2a_branch2c_p
I0228 11:22:52.372342  9676 net.cpp:406] res2a_branch2c_p <- res2a_branch2b_p
I0228 11:22:52.372349  9676 net.cpp:380] res2a_branch2c_p -> res2a_branch2c_p
I0228 11:22:52.373384  9676 net.cpp:122] Setting up res2a_branch2c_p
I0228 11:22:52.373399  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.373402  9676 net.cpp:137] Memory required for data: 2145255424
I0228 11:22:52.373409  9676 net.cpp:465] Sharing parameters 'res2a_branch2c_w' owned by layer 'res2a_branch2c', param index 0
I0228 11:22:52.373414  9676 layer_factory.hpp:77] Creating layer bn2a_branch2c_p
I0228 11:22:52.373422  9676 net.cpp:84] Creating Layer bn2a_branch2c_p
I0228 11:22:52.373426  9676 net.cpp:406] bn2a_branch2c_p <- res2a_branch2c_p
I0228 11:22:52.373435  9676 net.cpp:367] bn2a_branch2c_p -> res2a_branch2c_p (in-place)
I0228 11:22:52.373646  9676 net.cpp:122] Setting up bn2a_branch2c_p
I0228 11:22:52.373652  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.373656  9676 net.cpp:137] Memory required for data: 2170945536
I0228 11:22:52.373661  9676 net.cpp:465] Sharing parameters 'bn2a_branch2c_mean' owned by layer 'bn2a_branch2c', param index 0
I0228 11:22:52.373667  9676 net.cpp:465] Sharing parameters 'bn2a_branch2c_variance' owned by layer 'bn2a_branch2c', param index 1
I0228 11:22:52.373670  9676 net.cpp:465] Sharing parameters 'bn2a_branch2c_scale_factor' owned by layer 'bn2a_branch2c', param index 2
I0228 11:22:52.373674  9676 layer_factory.hpp:77] Creating layer scale2a_branch2c_p
I0228 11:22:52.373685  9676 net.cpp:84] Creating Layer scale2a_branch2c_p
I0228 11:22:52.373689  9676 net.cpp:406] scale2a_branch2c_p <- res2a_branch2c_p
I0228 11:22:52.373694  9676 net.cpp:367] scale2a_branch2c_p -> res2a_branch2c_p (in-place)
I0228 11:22:52.373737  9676 layer_factory.hpp:77] Creating layer scale2a_branch2c_p
I0228 11:22:52.373865  9676 net.cpp:122] Setting up scale2a_branch2c_p
I0228 11:22:52.373872  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.373875  9676 net.cpp:137] Memory required for data: 2196635648
I0228 11:22:52.373880  9676 net.cpp:465] Sharing parameters 'scale2a_branch2c_alpha' owned by layer 'scale2a_branch2c', param index 0
I0228 11:22:52.373885  9676 net.cpp:465] Sharing parameters 'scale2a_branch2c_beta' owned by layer 'scale2a_branch2c', param index 1
I0228 11:22:52.373893  9676 layer_factory.hpp:77] Creating layer res2a_p
I0228 11:22:52.373900  9676 net.cpp:84] Creating Layer res2a_p
I0228 11:22:52.373904  9676 net.cpp:406] res2a_p <- res2a_branch1_p
I0228 11:22:52.373909  9676 net.cpp:406] res2a_p <- res2a_branch2c_p
I0228 11:22:52.373914  9676 net.cpp:380] res2a_p -> res2a_p
I0228 11:22:52.373944  9676 net.cpp:122] Setting up res2a_p
I0228 11:22:52.373950  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.373955  9676 net.cpp:137] Memory required for data: 2222325760
I0228 11:22:52.373957  9676 layer_factory.hpp:77] Creating layer res2a_relu_p
I0228 11:22:52.373963  9676 net.cpp:84] Creating Layer res2a_relu_p
I0228 11:22:52.373966  9676 net.cpp:406] res2a_relu_p <- res2a_p
I0228 11:22:52.373975  9676 net.cpp:367] res2a_relu_p -> res2a_p (in-place)
I0228 11:22:52.374513  9676 net.cpp:122] Setting up res2a_relu_p
I0228 11:22:52.374526  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.374531  9676 net.cpp:137] Memory required for data: 2248015872
I0228 11:22:52.374536  9676 layer_factory.hpp:77] Creating layer res2a_p_res2a_relu_p_0_split
I0228 11:22:52.374542  9676 net.cpp:84] Creating Layer res2a_p_res2a_relu_p_0_split
I0228 11:22:52.374547  9676 net.cpp:406] res2a_p_res2a_relu_p_0_split <- res2a_p
I0228 11:22:52.374554  9676 net.cpp:380] res2a_p_res2a_relu_p_0_split -> res2a_p_res2a_relu_p_0_split_0
I0228 11:22:52.374562  9676 net.cpp:380] res2a_p_res2a_relu_p_0_split -> res2a_p_res2a_relu_p_0_split_1
I0228 11:22:52.374614  9676 net.cpp:122] Setting up res2a_p_res2a_relu_p_0_split
I0228 11:22:52.374621  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.374626  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.374629  9676 net.cpp:137] Memory required for data: 2299396096
I0228 11:22:52.374635  9676 layer_factory.hpp:77] Creating layer res2b_branch2a_p
I0228 11:22:52.374660  9676 net.cpp:84] Creating Layer res2b_branch2a_p
I0228 11:22:52.374665  9676 net.cpp:406] res2b_branch2a_p <- res2a_p_res2a_relu_p_0_split_0
I0228 11:22:52.374673  9676 net.cpp:380] res2b_branch2a_p -> res2b_branch2a_p
I0228 11:22:52.375573  9676 net.cpp:122] Setting up res2b_branch2a_p
I0228 11:22:52.375586  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.375589  9676 net.cpp:137] Memory required for data: 2305818624
I0228 11:22:52.375594  9676 net.cpp:465] Sharing parameters 'res2b_branch2a_w' owned by layer 'res2b_branch2a', param index 0
I0228 11:22:52.375599  9676 layer_factory.hpp:77] Creating layer bn2b_branch2a_p
I0228 11:22:52.375605  9676 net.cpp:84] Creating Layer bn2b_branch2a_p
I0228 11:22:52.375609  9676 net.cpp:406] bn2b_branch2a_p <- res2b_branch2a_p
I0228 11:22:52.375617  9676 net.cpp:367] bn2b_branch2a_p -> res2b_branch2a_p (in-place)
I0228 11:22:52.375897  9676 net.cpp:122] Setting up bn2b_branch2a_p
I0228 11:22:52.375905  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.375910  9676 net.cpp:137] Memory required for data: 2312241152
I0228 11:22:52.375916  9676 net.cpp:465] Sharing parameters 'bn2b_branch2a_mean' owned by layer 'bn2b_branch2a', param index 0
I0228 11:22:52.375921  9676 net.cpp:465] Sharing parameters 'bn2b_branch2a_variance' owned by layer 'bn2b_branch2a', param index 1
I0228 11:22:52.375926  9676 net.cpp:465] Sharing parameters 'bn2b_branch2a_scale_factor' owned by layer 'bn2b_branch2a', param index 2
I0228 11:22:52.375931  9676 layer_factory.hpp:77] Creating layer scale2b_branch2a_p
I0228 11:22:52.375944  9676 net.cpp:84] Creating Layer scale2b_branch2a_p
I0228 11:22:52.375948  9676 net.cpp:406] scale2b_branch2a_p <- res2b_branch2a_p
I0228 11:22:52.375954  9676 net.cpp:367] scale2b_branch2a_p -> res2b_branch2a_p (in-place)
I0228 11:22:52.376004  9676 layer_factory.hpp:77] Creating layer scale2b_branch2a_p
I0228 11:22:52.376158  9676 net.cpp:122] Setting up scale2b_branch2a_p
I0228 11:22:52.376166  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.376185  9676 net.cpp:137] Memory required for data: 2318663680
I0228 11:22:52.376190  9676 net.cpp:465] Sharing parameters 'scale2b_branch2a_alpha' owned by layer 'scale2b_branch2a', param index 0
I0228 11:22:52.376214  9676 net.cpp:465] Sharing parameters 'scale2b_branch2a_beta' owned by layer 'scale2b_branch2a', param index 1
I0228 11:22:52.376233  9676 layer_factory.hpp:77] Creating layer res2b_branch2a_relu_p
I0228 11:22:52.376240  9676 net.cpp:84] Creating Layer res2b_branch2a_relu_p
I0228 11:22:52.376245  9676 net.cpp:406] res2b_branch2a_relu_p <- res2b_branch2a_p
I0228 11:22:52.376250  9676 net.cpp:367] res2b_branch2a_relu_p -> res2b_branch2a_p (in-place)
I0228 11:22:52.376709  9676 net.cpp:122] Setting up res2b_branch2a_relu_p
I0228 11:22:52.376722  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.376725  9676 net.cpp:137] Memory required for data: 2325086208
I0228 11:22:52.376730  9676 layer_factory.hpp:77] Creating layer res2b_branch2b_p
I0228 11:22:52.376740  9676 net.cpp:84] Creating Layer res2b_branch2b_p
I0228 11:22:52.376744  9676 net.cpp:406] res2b_branch2b_p <- res2b_branch2a_p
I0228 11:22:52.376752  9676 net.cpp:380] res2b_branch2b_p -> res2b_branch2b_p
I0228 11:22:52.377869  9676 net.cpp:122] Setting up res2b_branch2b_p
I0228 11:22:52.377883  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.377887  9676 net.cpp:137] Memory required for data: 2331508736
I0228 11:22:52.377892  9676 net.cpp:465] Sharing parameters 'res2b_branch2b_w' owned by layer 'res2b_branch2b', param index 0
I0228 11:22:52.377899  9676 layer_factory.hpp:77] Creating layer bn2b_branch2b_p
I0228 11:22:52.377907  9676 net.cpp:84] Creating Layer bn2b_branch2b_p
I0228 11:22:52.377912  9676 net.cpp:406] bn2b_branch2b_p <- res2b_branch2b_p
I0228 11:22:52.377919  9676 net.cpp:367] bn2b_branch2b_p -> res2b_branch2b_p (in-place)
I0228 11:22:52.378170  9676 net.cpp:122] Setting up bn2b_branch2b_p
I0228 11:22:52.378178  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.378181  9676 net.cpp:137] Memory required for data: 2337931264
I0228 11:22:52.378187  9676 net.cpp:465] Sharing parameters 'bn2b_branch2b_mean' owned by layer 'bn2b_branch2b', param index 0
I0228 11:22:52.378193  9676 net.cpp:465] Sharing parameters 'bn2b_branch2b_variance' owned by layer 'bn2b_branch2b', param index 1
I0228 11:22:52.378198  9676 net.cpp:465] Sharing parameters 'bn2b_branch2b_scale_factor' owned by layer 'bn2b_branch2b', param index 2
I0228 11:22:52.378202  9676 layer_factory.hpp:77] Creating layer scale2b_branch2b_p
I0228 11:22:52.378209  9676 net.cpp:84] Creating Layer scale2b_branch2b_p
I0228 11:22:52.378213  9676 net.cpp:406] scale2b_branch2b_p <- res2b_branch2b_p
I0228 11:22:52.378219  9676 net.cpp:367] scale2b_branch2b_p -> res2b_branch2b_p (in-place)
I0228 11:22:52.378269  9676 layer_factory.hpp:77] Creating layer scale2b_branch2b_p
I0228 11:22:52.378417  9676 net.cpp:122] Setting up scale2b_branch2b_p
I0228 11:22:52.378442  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.378444  9676 net.cpp:137] Memory required for data: 2344353792
I0228 11:22:52.378449  9676 net.cpp:465] Sharing parameters 'scale2b_branch2b_alpha' owned by layer 'scale2b_branch2b', param index 0
I0228 11:22:52.378454  9676 net.cpp:465] Sharing parameters 'scale2b_branch2b_beta' owned by layer 'scale2b_branch2b', param index 1
I0228 11:22:52.378458  9676 layer_factory.hpp:77] Creating layer res2b_branch2b_relu_p
I0228 11:22:52.378464  9676 net.cpp:84] Creating Layer res2b_branch2b_relu_p
I0228 11:22:52.378468  9676 net.cpp:406] res2b_branch2b_relu_p <- res2b_branch2b_p
I0228 11:22:52.378474  9676 net.cpp:367] res2b_branch2b_relu_p -> res2b_branch2b_p (in-place)
I0228 11:22:52.378645  9676 net.cpp:122] Setting up res2b_branch2b_relu_p
I0228 11:22:52.378654  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.378656  9676 net.cpp:137] Memory required for data: 2350776320
I0228 11:22:52.378660  9676 layer_factory.hpp:77] Creating layer res2b_branch2c_p
I0228 11:22:52.378669  9676 net.cpp:84] Creating Layer res2b_branch2c_p
I0228 11:22:52.378674  9676 net.cpp:406] res2b_branch2c_p <- res2b_branch2b_p
I0228 11:22:52.378686  9676 net.cpp:380] res2b_branch2c_p -> res2b_branch2c_p
I0228 11:22:52.379737  9676 net.cpp:122] Setting up res2b_branch2c_p
I0228 11:22:52.379752  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.379755  9676 net.cpp:137] Memory required for data: 2376466432
I0228 11:22:52.379761  9676 net.cpp:465] Sharing parameters 'res2b_branch2c_w' owned by layer 'res2b_branch2c', param index 0
I0228 11:22:52.379766  9676 layer_factory.hpp:77] Creating layer bn2b_branch2c_p
I0228 11:22:52.379776  9676 net.cpp:84] Creating Layer bn2b_branch2c_p
I0228 11:22:52.379779  9676 net.cpp:406] bn2b_branch2c_p <- res2b_branch2c_p
I0228 11:22:52.379786  9676 net.cpp:367] bn2b_branch2c_p -> res2b_branch2c_p (in-place)
I0228 11:22:52.379998  9676 net.cpp:122] Setting up bn2b_branch2c_p
I0228 11:22:52.380007  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.380010  9676 net.cpp:137] Memory required for data: 2402156544
I0228 11:22:52.380015  9676 net.cpp:465] Sharing parameters 'bn2b_branch2c_mean' owned by layer 'bn2b_branch2c', param index 0
I0228 11:22:52.380020  9676 net.cpp:465] Sharing parameters 'bn2b_branch2c_variance' owned by layer 'bn2b_branch2c', param index 1
I0228 11:22:52.380024  9676 net.cpp:465] Sharing parameters 'bn2b_branch2c_scale_factor' owned by layer 'bn2b_branch2c', param index 2
I0228 11:22:52.380028  9676 layer_factory.hpp:77] Creating layer scale2b_branch2c_p
I0228 11:22:52.380036  9676 net.cpp:84] Creating Layer scale2b_branch2c_p
I0228 11:22:52.380039  9676 net.cpp:406] scale2b_branch2c_p <- res2b_branch2c_p
I0228 11:22:52.380045  9676 net.cpp:367] scale2b_branch2c_p -> res2b_branch2c_p (in-place)
I0228 11:22:52.380089  9676 layer_factory.hpp:77] Creating layer scale2b_branch2c_p
I0228 11:22:52.380219  9676 net.cpp:122] Setting up scale2b_branch2c_p
I0228 11:22:52.380226  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.380230  9676 net.cpp:137] Memory required for data: 2427846656
I0228 11:22:52.380234  9676 net.cpp:465] Sharing parameters 'scale2b_branch2c_alpha' owned by layer 'scale2b_branch2c', param index 0
I0228 11:22:52.380240  9676 net.cpp:465] Sharing parameters 'scale2b_branch2c_beta' owned by layer 'scale2b_branch2c', param index 1
I0228 11:22:52.380244  9676 layer_factory.hpp:77] Creating layer res2b_p
I0228 11:22:52.380250  9676 net.cpp:84] Creating Layer res2b_p
I0228 11:22:52.380254  9676 net.cpp:406] res2b_p <- res2a_p_res2a_relu_p_0_split_1
I0228 11:22:52.380259  9676 net.cpp:406] res2b_p <- res2b_branch2c_p
I0228 11:22:52.380265  9676 net.cpp:380] res2b_p -> res2b_p
I0228 11:22:52.380292  9676 net.cpp:122] Setting up res2b_p
I0228 11:22:52.380298  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.380301  9676 net.cpp:137] Memory required for data: 2453536768
I0228 11:22:52.380306  9676 layer_factory.hpp:77] Creating layer res2b_relu_p
I0228 11:22:52.380313  9676 net.cpp:84] Creating Layer res2b_relu_p
I0228 11:22:52.380317  9676 net.cpp:406] res2b_relu_p <- res2b_p
I0228 11:22:52.380321  9676 net.cpp:367] res2b_relu_p -> res2b_p (in-place)
I0228 11:22:52.380496  9676 net.cpp:122] Setting up res2b_relu_p
I0228 11:22:52.380507  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.380511  9676 net.cpp:137] Memory required for data: 2479226880
I0228 11:22:52.380514  9676 layer_factory.hpp:77] Creating layer res2b_p_res2b_relu_p_0_split
I0228 11:22:52.380520  9676 net.cpp:84] Creating Layer res2b_p_res2b_relu_p_0_split
I0228 11:22:52.380524  9676 net.cpp:406] res2b_p_res2b_relu_p_0_split <- res2b_p
I0228 11:22:52.380529  9676 net.cpp:380] res2b_p_res2b_relu_p_0_split -> res2b_p_res2b_relu_p_0_split_0
I0228 11:22:52.380538  9676 net.cpp:380] res2b_p_res2b_relu_p_0_split -> res2b_p_res2b_relu_p_0_split_1
I0228 11:22:52.380584  9676 net.cpp:122] Setting up res2b_p_res2b_relu_p_0_split
I0228 11:22:52.380590  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.380595  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.380599  9676 net.cpp:137] Memory required for data: 2530607104
I0228 11:22:52.380605  9676 layer_factory.hpp:77] Creating layer res2c_branch2a_p
I0228 11:22:52.380617  9676 net.cpp:84] Creating Layer res2c_branch2a_p
I0228 11:22:52.380621  9676 net.cpp:406] res2c_branch2a_p <- res2b_p_res2b_relu_p_0_split_0
I0228 11:22:52.380628  9676 net.cpp:380] res2c_branch2a_p -> res2c_branch2a_p
I0228 11:22:52.381681  9676 net.cpp:122] Setting up res2c_branch2a_p
I0228 11:22:52.381697  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.381700  9676 net.cpp:137] Memory required for data: 2537029632
I0228 11:22:52.381706  9676 net.cpp:465] Sharing parameters 'res2c_branch2a_w' owned by layer 'res2c_branch2a', param index 0
I0228 11:22:52.381711  9676 layer_factory.hpp:77] Creating layer bn2c_branch2a_p
I0228 11:22:52.381718  9676 net.cpp:84] Creating Layer bn2c_branch2a_p
I0228 11:22:52.381722  9676 net.cpp:406] bn2c_branch2a_p <- res2c_branch2a_p
I0228 11:22:52.381731  9676 net.cpp:367] bn2c_branch2a_p -> res2c_branch2a_p (in-place)
I0228 11:22:52.381956  9676 net.cpp:122] Setting up bn2c_branch2a_p
I0228 11:22:52.381964  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.381968  9676 net.cpp:137] Memory required for data: 2543452160
I0228 11:22:52.381973  9676 net.cpp:465] Sharing parameters 'bn2c_branch2a_mean' owned by layer 'bn2c_branch2a', param index 0
I0228 11:22:52.381978  9676 net.cpp:465] Sharing parameters 'bn2c_branch2a_variance' owned by layer 'bn2c_branch2a', param index 1
I0228 11:22:52.381983  9676 net.cpp:465] Sharing parameters 'bn2c_branch2a_scale_factor' owned by layer 'bn2c_branch2a', param index 2
I0228 11:22:52.381986  9676 layer_factory.hpp:77] Creating layer scale2c_branch2a_p
I0228 11:22:52.381994  9676 net.cpp:84] Creating Layer scale2c_branch2a_p
I0228 11:22:52.381999  9676 net.cpp:406] scale2c_branch2a_p <- res2c_branch2a_p
I0228 11:22:52.382004  9676 net.cpp:367] scale2c_branch2a_p -> res2c_branch2a_p (in-place)
I0228 11:22:52.382048  9676 layer_factory.hpp:77] Creating layer scale2c_branch2a_p
I0228 11:22:52.382217  9676 net.cpp:122] Setting up scale2c_branch2a_p
I0228 11:22:52.382226  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.382230  9676 net.cpp:137] Memory required for data: 2549874688
I0228 11:22:52.382236  9676 net.cpp:465] Sharing parameters 'scale2c_branch2a_alpha' owned by layer 'scale2c_branch2a', param index 0
I0228 11:22:52.382241  9676 net.cpp:465] Sharing parameters 'scale2c_branch2a_beta' owned by layer 'scale2c_branch2a', param index 1
I0228 11:22:52.382247  9676 layer_factory.hpp:77] Creating layer res2c_branch2a_relu_p
I0228 11:22:52.382253  9676 net.cpp:84] Creating Layer res2c_branch2a_relu_p
I0228 11:22:52.382257  9676 net.cpp:406] res2c_branch2a_relu_p <- res2c_branch2a_p
I0228 11:22:52.382262  9676 net.cpp:367] res2c_branch2a_relu_p -> res2c_branch2a_p (in-place)
I0228 11:22:52.382738  9676 net.cpp:122] Setting up res2c_branch2a_relu_p
I0228 11:22:52.382751  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.382755  9676 net.cpp:137] Memory required for data: 2556297216
I0228 11:22:52.382760  9676 layer_factory.hpp:77] Creating layer res2c_branch2b_p
I0228 11:22:52.382768  9676 net.cpp:84] Creating Layer res2c_branch2b_p
I0228 11:22:52.382773  9676 net.cpp:406] res2c_branch2b_p <- res2c_branch2a_p
I0228 11:22:52.382781  9676 net.cpp:380] res2c_branch2b_p -> res2c_branch2b_p
I0228 11:22:52.383854  9676 net.cpp:122] Setting up res2c_branch2b_p
I0228 11:22:52.383869  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.383873  9676 net.cpp:137] Memory required for data: 2562719744
I0228 11:22:52.383879  9676 net.cpp:465] Sharing parameters 'res2c_branch2b_w' owned by layer 'res2c_branch2b', param index 0
I0228 11:22:52.383883  9676 layer_factory.hpp:77] Creating layer bn2c_branch2b_p
I0228 11:22:52.383893  9676 net.cpp:84] Creating Layer bn2c_branch2b_p
I0228 11:22:52.383896  9676 net.cpp:406] bn2c_branch2b_p <- res2c_branch2b_p
I0228 11:22:52.383903  9676 net.cpp:367] bn2c_branch2b_p -> res2c_branch2b_p (in-place)
I0228 11:22:52.384130  9676 net.cpp:122] Setting up bn2c_branch2b_p
I0228 11:22:52.384141  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.384145  9676 net.cpp:137] Memory required for data: 2569142272
I0228 11:22:52.384150  9676 net.cpp:465] Sharing parameters 'bn2c_branch2b_mean' owned by layer 'bn2c_branch2b', param index 0
I0228 11:22:52.384155  9676 net.cpp:465] Sharing parameters 'bn2c_branch2b_variance' owned by layer 'bn2c_branch2b', param index 1
I0228 11:22:52.384160  9676 net.cpp:465] Sharing parameters 'bn2c_branch2b_scale_factor' owned by layer 'bn2c_branch2b', param index 2
I0228 11:22:52.384166  9676 layer_factory.hpp:77] Creating layer scale2c_branch2b_p
I0228 11:22:52.384172  9676 net.cpp:84] Creating Layer scale2c_branch2b_p
I0228 11:22:52.384176  9676 net.cpp:406] scale2c_branch2b_p <- res2c_branch2b_p
I0228 11:22:52.384182  9676 net.cpp:367] scale2c_branch2b_p -> res2c_branch2b_p (in-place)
I0228 11:22:52.384230  9676 layer_factory.hpp:77] Creating layer scale2c_branch2b_p
I0228 11:22:52.384371  9676 net.cpp:122] Setting up scale2c_branch2b_p
I0228 11:22:52.384377  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.384382  9676 net.cpp:137] Memory required for data: 2575564800
I0228 11:22:52.384387  9676 net.cpp:465] Sharing parameters 'scale2c_branch2b_alpha' owned by layer 'scale2c_branch2b', param index 0
I0228 11:22:52.384392  9676 net.cpp:465] Sharing parameters 'scale2c_branch2b_beta' owned by layer 'scale2c_branch2b', param index 1
I0228 11:22:52.384395  9676 layer_factory.hpp:77] Creating layer res2c_branch2b_relu_p
I0228 11:22:52.384402  9676 net.cpp:84] Creating Layer res2c_branch2b_relu_p
I0228 11:22:52.384407  9676 net.cpp:406] res2c_branch2b_relu_p <- res2c_branch2b_p
I0228 11:22:52.384410  9676 net.cpp:367] res2c_branch2b_relu_p -> res2c_branch2b_p (in-place)
I0228 11:22:52.384582  9676 net.cpp:122] Setting up res2c_branch2b_relu_p
I0228 11:22:52.384590  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.384593  9676 net.cpp:137] Memory required for data: 2581987328
I0228 11:22:52.384598  9676 layer_factory.hpp:77] Creating layer res2c_branch2c_p
I0228 11:22:52.384606  9676 net.cpp:84] Creating Layer res2c_branch2c_p
I0228 11:22:52.384610  9676 net.cpp:406] res2c_branch2c_p <- res2c_branch2b_p
I0228 11:22:52.384618  9676 net.cpp:380] res2c_branch2c_p -> res2c_branch2c_p
I0228 11:22:52.385689  9676 net.cpp:122] Setting up res2c_branch2c_p
I0228 11:22:52.385705  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.385710  9676 net.cpp:137] Memory required for data: 2607677440
I0228 11:22:52.385715  9676 net.cpp:465] Sharing parameters 'res2c_branch2c_w' owned by layer 'res2c_branch2c', param index 0
I0228 11:22:52.385720  9676 layer_factory.hpp:77] Creating layer bn2c_branch2c_p
I0228 11:22:52.385730  9676 net.cpp:84] Creating Layer bn2c_branch2c_p
I0228 11:22:52.385733  9676 net.cpp:406] bn2c_branch2c_p <- res2c_branch2c_p
I0228 11:22:52.385741  9676 net.cpp:367] bn2c_branch2c_p -> res2c_branch2c_p (in-place)
I0228 11:22:52.385960  9676 net.cpp:122] Setting up bn2c_branch2c_p
I0228 11:22:52.385968  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.385972  9676 net.cpp:137] Memory required for data: 2633367552
I0228 11:22:52.385977  9676 net.cpp:465] Sharing parameters 'bn2c_branch2c_mean' owned by layer 'bn2c_branch2c', param index 0
I0228 11:22:52.385982  9676 net.cpp:465] Sharing parameters 'bn2c_branch2c_variance' owned by layer 'bn2c_branch2c', param index 1
I0228 11:22:52.385987  9676 net.cpp:465] Sharing parameters 'bn2c_branch2c_scale_factor' owned by layer 'bn2c_branch2c', param index 2
I0228 11:22:52.385992  9676 layer_factory.hpp:77] Creating layer scale2c_branch2c_p
I0228 11:22:52.386000  9676 net.cpp:84] Creating Layer scale2c_branch2c_p
I0228 11:22:52.386004  9676 net.cpp:406] scale2c_branch2c_p <- res2c_branch2c_p
I0228 11:22:52.386009  9676 net.cpp:367] scale2c_branch2c_p -> res2c_branch2c_p (in-place)
I0228 11:22:52.386054  9676 layer_factory.hpp:77] Creating layer scale2c_branch2c_p
I0228 11:22:52.386219  9676 net.cpp:122] Setting up scale2c_branch2c_p
I0228 11:22:52.386231  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.386234  9676 net.cpp:137] Memory required for data: 2659057664
I0228 11:22:52.386240  9676 net.cpp:465] Sharing parameters 'scale2c_branch2c_alpha' owned by layer 'scale2c_branch2c', param index 0
I0228 11:22:52.386246  9676 net.cpp:465] Sharing parameters 'scale2c_branch2c_beta' owned by layer 'scale2c_branch2c', param index 1
I0228 11:22:52.386250  9676 layer_factory.hpp:77] Creating layer res2c_p
I0228 11:22:52.386260  9676 net.cpp:84] Creating Layer res2c_p
I0228 11:22:52.386265  9676 net.cpp:406] res2c_p <- res2b_p_res2b_relu_p_0_split_1
I0228 11:22:52.386270  9676 net.cpp:406] res2c_p <- res2c_branch2c_p
I0228 11:22:52.386276  9676 net.cpp:380] res2c_p -> res2c_p
I0228 11:22:52.386307  9676 net.cpp:122] Setting up res2c_p
I0228 11:22:52.386314  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.386318  9676 net.cpp:137] Memory required for data: 2684747776
I0228 11:22:52.386322  9676 layer_factory.hpp:77] Creating layer res2c_relu_p
I0228 11:22:52.386328  9676 net.cpp:84] Creating Layer res2c_relu_p
I0228 11:22:52.386332  9676 net.cpp:406] res2c_relu_p <- res2c_p
I0228 11:22:52.386338  9676 net.cpp:367] res2c_relu_p -> res2c_p (in-place)
I0228 11:22:52.386832  9676 net.cpp:122] Setting up res2c_relu_p
I0228 11:22:52.386845  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.386849  9676 net.cpp:137] Memory required for data: 2710437888
I0228 11:22:52.386854  9676 layer_factory.hpp:77] Creating layer res2c_p_res2c_relu_p_0_split
I0228 11:22:52.386862  9676 net.cpp:84] Creating Layer res2c_p_res2c_relu_p_0_split
I0228 11:22:52.386865  9676 net.cpp:406] res2c_p_res2c_relu_p_0_split <- res2c_p
I0228 11:22:52.386873  9676 net.cpp:380] res2c_p_res2c_relu_p_0_split -> res2c_p_res2c_relu_p_0_split_0
I0228 11:22:52.386881  9676 net.cpp:380] res2c_p_res2c_relu_p_0_split -> res2c_p_res2c_relu_p_0_split_1
I0228 11:22:52.386930  9676 net.cpp:122] Setting up res2c_p_res2c_relu_p_0_split
I0228 11:22:52.386937  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.386942  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.386945  9676 net.cpp:137] Memory required for data: 2761818112
I0228 11:22:52.386950  9676 layer_factory.hpp:77] Creating layer res3a_branch1_p
I0228 11:22:52.386960  9676 net.cpp:84] Creating Layer res3a_branch1_p
I0228 11:22:52.386965  9676 net.cpp:406] res3a_branch1_p <- res2c_p_res2c_relu_p_0_split_0
I0228 11:22:52.386972  9676 net.cpp:380] res3a_branch1_p -> res3a_branch1_p
I0228 11:22:52.387799  9676 net.cpp:122] Setting up res3a_branch1_p
I0228 11:22:52.387809  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.387812  9676 net.cpp:137] Memory required for data: 2774663168
I0228 11:22:52.387818  9676 net.cpp:465] Sharing parameters 'res3a_branch1_w' owned by layer 'res3a_branch1', param index 0
I0228 11:22:52.387822  9676 layer_factory.hpp:77] Creating layer bn3a_branch1_p
I0228 11:22:52.387831  9676 net.cpp:84] Creating Layer bn3a_branch1_p
I0228 11:22:52.387835  9676 net.cpp:406] bn3a_branch1_p <- res3a_branch1_p
I0228 11:22:52.387842  9676 net.cpp:367] bn3a_branch1_p -> res3a_branch1_p (in-place)
I0228 11:22:52.388058  9676 net.cpp:122] Setting up bn3a_branch1_p
I0228 11:22:52.388065  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.388068  9676 net.cpp:137] Memory required for data: 2787508224
I0228 11:22:52.388074  9676 net.cpp:465] Sharing parameters 'bn3a_branch1_mean' owned by layer 'bn3a_branch1', param index 0
I0228 11:22:52.388079  9676 net.cpp:465] Sharing parameters 'bn3a_branch1_variance' owned by layer 'bn3a_branch1', param index 1
I0228 11:22:52.388084  9676 net.cpp:465] Sharing parameters 'bn3a_branch1_scale_factor' owned by layer 'bn3a_branch1', param index 2
I0228 11:22:52.388088  9676 layer_factory.hpp:77] Creating layer scale3a_branch1_p
I0228 11:22:52.388095  9676 net.cpp:84] Creating Layer scale3a_branch1_p
I0228 11:22:52.388098  9676 net.cpp:406] scale3a_branch1_p <- res3a_branch1_p
I0228 11:22:52.388103  9676 net.cpp:367] scale3a_branch1_p -> res3a_branch1_p (in-place)
I0228 11:22:52.388157  9676 layer_factory.hpp:77] Creating layer scale3a_branch1_p
I0228 11:22:52.388283  9676 net.cpp:122] Setting up scale3a_branch1_p
I0228 11:22:52.388291  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.388294  9676 net.cpp:137] Memory required for data: 2800353280
I0228 11:22:52.388299  9676 net.cpp:465] Sharing parameters 'scale3a_branch1_alpha' owned by layer 'scale3a_branch1', param index 0
I0228 11:22:52.388305  9676 net.cpp:465] Sharing parameters 'scale3a_branch1_beta' owned by layer 'scale3a_branch1', param index 1
I0228 11:22:52.388309  9676 layer_factory.hpp:77] Creating layer res3a_branch2a_p
I0228 11:22:52.388317  9676 net.cpp:84] Creating Layer res3a_branch2a_p
I0228 11:22:52.388321  9676 net.cpp:406] res3a_branch2a_p <- res2c_p_res2c_relu_p_0_split_1
I0228 11:22:52.388329  9676 net.cpp:380] res3a_branch2a_p -> res3a_branch2a_p
I0228 11:22:52.389365  9676 net.cpp:122] Setting up res3a_branch2a_p
I0228 11:22:52.389380  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.389384  9676 net.cpp:137] Memory required for data: 2803564544
I0228 11:22:52.389390  9676 net.cpp:465] Sharing parameters 'res3a_branch2a_w' owned by layer 'res3a_branch2a', param index 0
I0228 11:22:52.389395  9676 layer_factory.hpp:77] Creating layer bn3a_branch2a_p
I0228 11:22:52.389403  9676 net.cpp:84] Creating Layer bn3a_branch2a_p
I0228 11:22:52.389407  9676 net.cpp:406] bn3a_branch2a_p <- res3a_branch2a_p
I0228 11:22:52.389413  9676 net.cpp:367] bn3a_branch2a_p -> res3a_branch2a_p (in-place)
I0228 11:22:52.389633  9676 net.cpp:122] Setting up bn3a_branch2a_p
I0228 11:22:52.389642  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.389644  9676 net.cpp:137] Memory required for data: 2806775808
I0228 11:22:52.389650  9676 net.cpp:465] Sharing parameters 'bn3a_branch2a_mean' owned by layer 'bn3a_branch2a', param index 0
I0228 11:22:52.389655  9676 net.cpp:465] Sharing parameters 'bn3a_branch2a_variance' owned by layer 'bn3a_branch2a', param index 1
I0228 11:22:52.389659  9676 net.cpp:465] Sharing parameters 'bn3a_branch2a_scale_factor' owned by layer 'bn3a_branch2a', param index 2
I0228 11:22:52.389664  9676 layer_factory.hpp:77] Creating layer scale3a_branch2a_p
I0228 11:22:52.389675  9676 net.cpp:84] Creating Layer scale3a_branch2a_p
I0228 11:22:52.389679  9676 net.cpp:406] scale3a_branch2a_p <- res3a_branch2a_p
I0228 11:22:52.389684  9676 net.cpp:367] scale3a_branch2a_p -> res3a_branch2a_p (in-place)
I0228 11:22:52.389732  9676 layer_factory.hpp:77] Creating layer scale3a_branch2a_p
I0228 11:22:52.389859  9676 net.cpp:122] Setting up scale3a_branch2a_p
I0228 11:22:52.389866  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.389870  9676 net.cpp:137] Memory required for data: 2809987072
I0228 11:22:52.389874  9676 net.cpp:465] Sharing parameters 'scale3a_branch2a_alpha' owned by layer 'scale3a_branch2a', param index 0
I0228 11:22:52.389880  9676 net.cpp:465] Sharing parameters 'scale3a_branch2a_beta' owned by layer 'scale3a_branch2a', param index 1
I0228 11:22:52.389884  9676 layer_factory.hpp:77] Creating layer res3a_branch2a_relu_p
I0228 11:22:52.389890  9676 net.cpp:84] Creating Layer res3a_branch2a_relu_p
I0228 11:22:52.389896  9676 net.cpp:406] res3a_branch2a_relu_p <- res3a_branch2a_p
I0228 11:22:52.389901  9676 net.cpp:367] res3a_branch2a_relu_p -> res3a_branch2a_p (in-place)
I0228 11:22:52.390405  9676 net.cpp:122] Setting up res3a_branch2a_relu_p
I0228 11:22:52.390419  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.390424  9676 net.cpp:137] Memory required for data: 2813198336
I0228 11:22:52.390444  9676 layer_factory.hpp:77] Creating layer res3a_branch2b_p
I0228 11:22:52.390453  9676 net.cpp:84] Creating Layer res3a_branch2b_p
I0228 11:22:52.390458  9676 net.cpp:406] res3a_branch2b_p <- res3a_branch2a_p
I0228 11:22:52.390465  9676 net.cpp:380] res3a_branch2b_p -> res3a_branch2b_p
I0228 11:22:52.392781  9676 net.cpp:122] Setting up res3a_branch2b_p
I0228 11:22:52.392797  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.392803  9676 net.cpp:137] Memory required for data: 2816409600
I0228 11:22:52.392810  9676 net.cpp:465] Sharing parameters 'res3a_branch2b_w' owned by layer 'res3a_branch2b', param index 0
I0228 11:22:52.392814  9676 layer_factory.hpp:77] Creating layer bn3a_branch2b_p
I0228 11:22:52.392823  9676 net.cpp:84] Creating Layer bn3a_branch2b_p
I0228 11:22:52.392828  9676 net.cpp:406] bn3a_branch2b_p <- res3a_branch2b_p
I0228 11:22:52.392834  9676 net.cpp:367] bn3a_branch2b_p -> res3a_branch2b_p (in-place)
I0228 11:22:52.393062  9676 net.cpp:122] Setting up bn3a_branch2b_p
I0228 11:22:52.393069  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.393074  9676 net.cpp:137] Memory required for data: 2819620864
I0228 11:22:52.393079  9676 net.cpp:465] Sharing parameters 'bn3a_branch2b_mean' owned by layer 'bn3a_branch2b', param index 0
I0228 11:22:52.393085  9676 net.cpp:465] Sharing parameters 'bn3a_branch2b_variance' owned by layer 'bn3a_branch2b', param index 1
I0228 11:22:52.393090  9676 net.cpp:465] Sharing parameters 'bn3a_branch2b_scale_factor' owned by layer 'bn3a_branch2b', param index 2
I0228 11:22:52.393092  9676 layer_factory.hpp:77] Creating layer scale3a_branch2b_p
I0228 11:22:52.393100  9676 net.cpp:84] Creating Layer scale3a_branch2b_p
I0228 11:22:52.393103  9676 net.cpp:406] scale3a_branch2b_p <- res3a_branch2b_p
I0228 11:22:52.393108  9676 net.cpp:367] scale3a_branch2b_p -> res3a_branch2b_p (in-place)
I0228 11:22:52.393157  9676 layer_factory.hpp:77] Creating layer scale3a_branch2b_p
I0228 11:22:52.393290  9676 net.cpp:122] Setting up scale3a_branch2b_p
I0228 11:22:52.393299  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.393303  9676 net.cpp:137] Memory required for data: 2822832128
I0228 11:22:52.393308  9676 net.cpp:465] Sharing parameters 'scale3a_branch2b_alpha' owned by layer 'scale3a_branch2b', param index 0
I0228 11:22:52.393313  9676 net.cpp:465] Sharing parameters 'scale3a_branch2b_beta' owned by layer 'scale3a_branch2b', param index 1
I0228 11:22:52.393317  9676 layer_factory.hpp:77] Creating layer res3a_branch2b_relu_p
I0228 11:22:52.393323  9676 net.cpp:84] Creating Layer res3a_branch2b_relu_p
I0228 11:22:52.393326  9676 net.cpp:406] res3a_branch2b_relu_p <- res3a_branch2b_p
I0228 11:22:52.393332  9676 net.cpp:367] res3a_branch2b_relu_p -> res3a_branch2b_p (in-place)
I0228 11:22:52.393513  9676 net.cpp:122] Setting up res3a_branch2b_relu_p
I0228 11:22:52.393522  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.393525  9676 net.cpp:137] Memory required for data: 2826043392
I0228 11:22:52.393532  9676 layer_factory.hpp:77] Creating layer res3a_branch2c_p
I0228 11:22:52.393540  9676 net.cpp:84] Creating Layer res3a_branch2c_p
I0228 11:22:52.393544  9676 net.cpp:406] res3a_branch2c_p <- res3a_branch2b_p
I0228 11:22:52.393551  9676 net.cpp:380] res3a_branch2c_p -> res3a_branch2c_p
I0228 11:22:52.394726  9676 net.cpp:122] Setting up res3a_branch2c_p
I0228 11:22:52.394742  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.394745  9676 net.cpp:137] Memory required for data: 2838888448
I0228 11:22:52.394750  9676 net.cpp:465] Sharing parameters 'res3a_branch2c_w' owned by layer 'res3a_branch2c', param index 0
I0228 11:22:52.394755  9676 layer_factory.hpp:77] Creating layer bn3a_branch2c_p
I0228 11:22:52.394762  9676 net.cpp:84] Creating Layer bn3a_branch2c_p
I0228 11:22:52.394767  9676 net.cpp:406] bn3a_branch2c_p <- res3a_branch2c_p
I0228 11:22:52.394773  9676 net.cpp:367] bn3a_branch2c_p -> res3a_branch2c_p (in-place)
I0228 11:22:52.394996  9676 net.cpp:122] Setting up bn3a_branch2c_p
I0228 11:22:52.395004  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.395007  9676 net.cpp:137] Memory required for data: 2851733504
I0228 11:22:52.395014  9676 net.cpp:465] Sharing parameters 'bn3a_branch2c_mean' owned by layer 'bn3a_branch2c', param index 0
I0228 11:22:52.395017  9676 net.cpp:465] Sharing parameters 'bn3a_branch2c_variance' owned by layer 'bn3a_branch2c', param index 1
I0228 11:22:52.395025  9676 net.cpp:465] Sharing parameters 'bn3a_branch2c_scale_factor' owned by layer 'bn3a_branch2c', param index 2
I0228 11:22:52.395030  9676 layer_factory.hpp:77] Creating layer scale3a_branch2c_p
I0228 11:22:52.395036  9676 net.cpp:84] Creating Layer scale3a_branch2c_p
I0228 11:22:52.395040  9676 net.cpp:406] scale3a_branch2c_p <- res3a_branch2c_p
I0228 11:22:52.395046  9676 net.cpp:367] scale3a_branch2c_p -> res3a_branch2c_p (in-place)
I0228 11:22:52.395095  9676 layer_factory.hpp:77] Creating layer scale3a_branch2c_p
I0228 11:22:52.395222  9676 net.cpp:122] Setting up scale3a_branch2c_p
I0228 11:22:52.395231  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.395233  9676 net.cpp:137] Memory required for data: 2864578560
I0228 11:22:52.395238  9676 net.cpp:465] Sharing parameters 'scale3a_branch2c_alpha' owned by layer 'scale3a_branch2c', param index 0
I0228 11:22:52.395243  9676 net.cpp:465] Sharing parameters 'scale3a_branch2c_beta' owned by layer 'scale3a_branch2c', param index 1
I0228 11:22:52.395248  9676 layer_factory.hpp:77] Creating layer res3a_p
I0228 11:22:52.395254  9676 net.cpp:84] Creating Layer res3a_p
I0228 11:22:52.395258  9676 net.cpp:406] res3a_p <- res3a_branch1_p
I0228 11:22:52.395263  9676 net.cpp:406] res3a_p <- res3a_branch2c_p
I0228 11:22:52.395269  9676 net.cpp:380] res3a_p -> res3a_p
I0228 11:22:52.395298  9676 net.cpp:122] Setting up res3a_p
I0228 11:22:52.395305  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.395308  9676 net.cpp:137] Memory required for data: 2877423616
I0228 11:22:52.395311  9676 layer_factory.hpp:77] Creating layer res3a_relu_p
I0228 11:22:52.395318  9676 net.cpp:84] Creating Layer res3a_relu_p
I0228 11:22:52.395321  9676 net.cpp:406] res3a_relu_p <- res3a_p
I0228 11:22:52.395325  9676 net.cpp:367] res3a_relu_p -> res3a_p (in-place)
I0228 11:22:52.395498  9676 net.cpp:122] Setting up res3a_relu_p
I0228 11:22:52.395507  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.395511  9676 net.cpp:137] Memory required for data: 2890268672
I0228 11:22:52.395515  9676 layer_factory.hpp:77] Creating layer res3a_p_res3a_relu_p_0_split
I0228 11:22:52.395522  9676 net.cpp:84] Creating Layer res3a_p_res3a_relu_p_0_split
I0228 11:22:52.395527  9676 net.cpp:406] res3a_p_res3a_relu_p_0_split <- res3a_p
I0228 11:22:52.395532  9676 net.cpp:380] res3a_p_res3a_relu_p_0_split -> res3a_p_res3a_relu_p_0_split_0
I0228 11:22:52.395540  9676 net.cpp:380] res3a_p_res3a_relu_p_0_split -> res3a_p_res3a_relu_p_0_split_1
I0228 11:22:52.395586  9676 net.cpp:122] Setting up res3a_p_res3a_relu_p_0_split
I0228 11:22:52.395597  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.395602  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.395606  9676 net.cpp:137] Memory required for data: 2915958784
I0228 11:22:52.395609  9676 layer_factory.hpp:77] Creating layer res3b_branch2a_p
I0228 11:22:52.395617  9676 net.cpp:84] Creating Layer res3b_branch2a_p
I0228 11:22:52.395620  9676 net.cpp:406] res3b_branch2a_p <- res3a_p_res3a_relu_p_0_split_0
I0228 11:22:52.395627  9676 net.cpp:380] res3b_branch2a_p -> res3b_branch2a_p
I0228 11:22:52.396723  9676 net.cpp:122] Setting up res3b_branch2a_p
I0228 11:22:52.396737  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.396741  9676 net.cpp:137] Memory required for data: 2919170048
I0228 11:22:52.396746  9676 net.cpp:465] Sharing parameters 'res3b_branch2a_w' owned by layer 'res3b_branch2a', param index 0
I0228 11:22:52.396751  9676 layer_factory.hpp:77] Creating layer bn3b_branch2a_p
I0228 11:22:52.396759  9676 net.cpp:84] Creating Layer bn3b_branch2a_p
I0228 11:22:52.396764  9676 net.cpp:406] bn3b_branch2a_p <- res3b_branch2a_p
I0228 11:22:52.396770  9676 net.cpp:367] bn3b_branch2a_p -> res3b_branch2a_p (in-place)
I0228 11:22:52.396991  9676 net.cpp:122] Setting up bn3b_branch2a_p
I0228 11:22:52.396999  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.397003  9676 net.cpp:137] Memory required for data: 2922381312
I0228 11:22:52.397008  9676 net.cpp:465] Sharing parameters 'bn3b_branch2a_mean' owned by layer 'bn3b_branch2a', param index 0
I0228 11:22:52.397017  9676 net.cpp:465] Sharing parameters 'bn3b_branch2a_variance' owned by layer 'bn3b_branch2a', param index 1
I0228 11:22:52.397022  9676 net.cpp:465] Sharing parameters 'bn3b_branch2a_scale_factor' owned by layer 'bn3b_branch2a', param index 2
I0228 11:22:52.397028  9676 layer_factory.hpp:77] Creating layer scale3b_branch2a_p
I0228 11:22:52.397034  9676 net.cpp:84] Creating Layer scale3b_branch2a_p
I0228 11:22:52.397038  9676 net.cpp:406] scale3b_branch2a_p <- res3b_branch2a_p
I0228 11:22:52.397043  9676 net.cpp:367] scale3b_branch2a_p -> res3b_branch2a_p (in-place)
I0228 11:22:52.397091  9676 layer_factory.hpp:77] Creating layer scale3b_branch2a_p
I0228 11:22:52.397219  9676 net.cpp:122] Setting up scale3b_branch2a_p
I0228 11:22:52.397227  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.397230  9676 net.cpp:137] Memory required for data: 2925592576
I0228 11:22:52.397234  9676 net.cpp:465] Sharing parameters 'scale3b_branch2a_alpha' owned by layer 'scale3b_branch2a', param index 0
I0228 11:22:52.397240  9676 net.cpp:465] Sharing parameters 'scale3b_branch2a_beta' owned by layer 'scale3b_branch2a', param index 1
I0228 11:22:52.397243  9676 layer_factory.hpp:77] Creating layer res3b_branch2a_relu_p
I0228 11:22:52.397251  9676 net.cpp:84] Creating Layer res3b_branch2a_relu_p
I0228 11:22:52.397254  9676 net.cpp:406] res3b_branch2a_relu_p <- res3b_branch2a_p
I0228 11:22:52.397259  9676 net.cpp:367] res3b_branch2a_relu_p -> res3b_branch2a_p (in-place)
I0228 11:22:52.397429  9676 net.cpp:122] Setting up res3b_branch2a_relu_p
I0228 11:22:52.397439  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.397442  9676 net.cpp:137] Memory required for data: 2928803840
I0228 11:22:52.397446  9676 layer_factory.hpp:77] Creating layer res3b_branch2b_p
I0228 11:22:52.397455  9676 net.cpp:84] Creating Layer res3b_branch2b_p
I0228 11:22:52.397459  9676 net.cpp:406] res3b_branch2b_p <- res3b_branch2a_p
I0228 11:22:52.397466  9676 net.cpp:380] res3b_branch2b_p -> res3b_branch2b_p
I0228 11:22:52.398916  9676 net.cpp:122] Setting up res3b_branch2b_p
I0228 11:22:52.398931  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.398936  9676 net.cpp:137] Memory required for data: 2932015104
I0228 11:22:52.398941  9676 net.cpp:465] Sharing parameters 'res3b_branch2b_w' owned by layer 'res3b_branch2b', param index 0
I0228 11:22:52.398946  9676 layer_factory.hpp:77] Creating layer bn3b_branch2b_p
I0228 11:22:52.398953  9676 net.cpp:84] Creating Layer bn3b_branch2b_p
I0228 11:22:52.398959  9676 net.cpp:406] bn3b_branch2b_p <- res3b_branch2b_p
I0228 11:22:52.398965  9676 net.cpp:367] bn3b_branch2b_p -> res3b_branch2b_p (in-place)
I0228 11:22:52.399194  9676 net.cpp:122] Setting up bn3b_branch2b_p
I0228 11:22:52.399202  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.399205  9676 net.cpp:137] Memory required for data: 2935226368
I0228 11:22:52.399211  9676 net.cpp:465] Sharing parameters 'bn3b_branch2b_mean' owned by layer 'bn3b_branch2b', param index 0
I0228 11:22:52.399216  9676 net.cpp:465] Sharing parameters 'bn3b_branch2b_variance' owned by layer 'bn3b_branch2b', param index 1
I0228 11:22:52.399220  9676 net.cpp:465] Sharing parameters 'bn3b_branch2b_scale_factor' owned by layer 'bn3b_branch2b', param index 2
I0228 11:22:52.399226  9676 layer_factory.hpp:77] Creating layer scale3b_branch2b_p
I0228 11:22:52.399235  9676 net.cpp:84] Creating Layer scale3b_branch2b_p
I0228 11:22:52.399237  9676 net.cpp:406] scale3b_branch2b_p <- res3b_branch2b_p
I0228 11:22:52.399243  9676 net.cpp:367] scale3b_branch2b_p -> res3b_branch2b_p (in-place)
I0228 11:22:52.399291  9676 layer_factory.hpp:77] Creating layer scale3b_branch2b_p
I0228 11:22:52.399420  9676 net.cpp:122] Setting up scale3b_branch2b_p
I0228 11:22:52.399426  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.399430  9676 net.cpp:137] Memory required for data: 2938437632
I0228 11:22:52.399435  9676 net.cpp:465] Sharing parameters 'scale3b_branch2b_alpha' owned by layer 'scale3b_branch2b', param index 0
I0228 11:22:52.399444  9676 net.cpp:465] Sharing parameters 'scale3b_branch2b_beta' owned by layer 'scale3b_branch2b', param index 1
I0228 11:22:52.399448  9676 layer_factory.hpp:77] Creating layer res3b_branch2b_relu_p
I0228 11:22:52.399453  9676 net.cpp:84] Creating Layer res3b_branch2b_relu_p
I0228 11:22:52.399457  9676 net.cpp:406] res3b_branch2b_relu_p <- res3b_branch2b_p
I0228 11:22:52.399464  9676 net.cpp:367] res3b_branch2b_relu_p -> res3b_branch2b_p (in-place)
I0228 11:22:52.399642  9676 net.cpp:122] Setting up res3b_branch2b_relu_p
I0228 11:22:52.399652  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.399654  9676 net.cpp:137] Memory required for data: 2941648896
I0228 11:22:52.399659  9676 layer_factory.hpp:77] Creating layer res3b_branch2c_p
I0228 11:22:52.399668  9676 net.cpp:84] Creating Layer res3b_branch2c_p
I0228 11:22:52.399672  9676 net.cpp:406] res3b_branch2c_p <- res3b_branch2b_p
I0228 11:22:52.399679  9676 net.cpp:380] res3b_branch2c_p -> res3b_branch2c_p
I0228 11:22:52.400777  9676 net.cpp:122] Setting up res3b_branch2c_p
I0228 11:22:52.400791  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.400794  9676 net.cpp:137] Memory required for data: 2954493952
I0228 11:22:52.400800  9676 net.cpp:465] Sharing parameters 'res3b_branch2c_w' owned by layer 'res3b_branch2c', param index 0
I0228 11:22:52.400804  9676 layer_factory.hpp:77] Creating layer bn3b_branch2c_p
I0228 11:22:52.400816  9676 net.cpp:84] Creating Layer bn3b_branch2c_p
I0228 11:22:52.400820  9676 net.cpp:406] bn3b_branch2c_p <- res3b_branch2c_p
I0228 11:22:52.400827  9676 net.cpp:367] bn3b_branch2c_p -> res3b_branch2c_p (in-place)
I0228 11:22:52.401048  9676 net.cpp:122] Setting up bn3b_branch2c_p
I0228 11:22:52.401057  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.401059  9676 net.cpp:137] Memory required for data: 2967339008
I0228 11:22:52.401065  9676 net.cpp:465] Sharing parameters 'bn3b_branch2c_mean' owned by layer 'bn3b_branch2c', param index 0
I0228 11:22:52.401070  9676 net.cpp:465] Sharing parameters 'bn3b_branch2c_variance' owned by layer 'bn3b_branch2c', param index 1
I0228 11:22:52.401074  9676 net.cpp:465] Sharing parameters 'bn3b_branch2c_scale_factor' owned by layer 'bn3b_branch2c', param index 2
I0228 11:22:52.401078  9676 layer_factory.hpp:77] Creating layer scale3b_branch2c_p
I0228 11:22:52.401085  9676 net.cpp:84] Creating Layer scale3b_branch2c_p
I0228 11:22:52.401089  9676 net.cpp:406] scale3b_branch2c_p <- res3b_branch2c_p
I0228 11:22:52.401095  9676 net.cpp:367] scale3b_branch2c_p -> res3b_branch2c_p (in-place)
I0228 11:22:52.401142  9676 layer_factory.hpp:77] Creating layer scale3b_branch2c_p
I0228 11:22:52.401269  9676 net.cpp:122] Setting up scale3b_branch2c_p
I0228 11:22:52.401276  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.401280  9676 net.cpp:137] Memory required for data: 2980184064
I0228 11:22:52.401284  9676 net.cpp:465] Sharing parameters 'scale3b_branch2c_alpha' owned by layer 'scale3b_branch2c', param index 0
I0228 11:22:52.401290  9676 net.cpp:465] Sharing parameters 'scale3b_branch2c_beta' owned by layer 'scale3b_branch2c', param index 1
I0228 11:22:52.401295  9676 layer_factory.hpp:77] Creating layer res3b_p
I0228 11:22:52.401301  9676 net.cpp:84] Creating Layer res3b_p
I0228 11:22:52.401305  9676 net.cpp:406] res3b_p <- res3a_p_res3a_relu_p_0_split_1
I0228 11:22:52.401310  9676 net.cpp:406] res3b_p <- res3b_branch2c_p
I0228 11:22:52.401316  9676 net.cpp:380] res3b_p -> res3b_p
I0228 11:22:52.401343  9676 net.cpp:122] Setting up res3b_p
I0228 11:22:52.401351  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.401355  9676 net.cpp:137] Memory required for data: 2993029120
I0228 11:22:52.401360  9676 layer_factory.hpp:77] Creating layer res3b_relu_p
I0228 11:22:52.401365  9676 net.cpp:84] Creating Layer res3b_relu_p
I0228 11:22:52.401368  9676 net.cpp:406] res3b_relu_p <- res3b_p
I0228 11:22:52.401373  9676 net.cpp:367] res3b_relu_p -> res3b_p (in-place)
I0228 11:22:52.401549  9676 net.cpp:122] Setting up res3b_relu_p
I0228 11:22:52.401558  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.401561  9676 net.cpp:137] Memory required for data: 3005874176
I0228 11:22:52.401566  9676 layer_factory.hpp:77] Creating layer res3b_p_res3b_relu_p_0_split
I0228 11:22:52.401572  9676 net.cpp:84] Creating Layer res3b_p_res3b_relu_p_0_split
I0228 11:22:52.401576  9676 net.cpp:406] res3b_p_res3b_relu_p_0_split <- res3b_p
I0228 11:22:52.401582  9676 net.cpp:380] res3b_p_res3b_relu_p_0_split -> res3b_p_res3b_relu_p_0_split_0
I0228 11:22:52.401590  9676 net.cpp:380] res3b_p_res3b_relu_p_0_split -> res3b_p_res3b_relu_p_0_split_1
I0228 11:22:52.401635  9676 net.cpp:122] Setting up res3b_p_res3b_relu_p_0_split
I0228 11:22:52.401641  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.401646  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.401649  9676 net.cpp:137] Memory required for data: 3031564288
I0228 11:22:52.401654  9676 layer_factory.hpp:77] Creating layer res3c_branch2a_p
I0228 11:22:52.401664  9676 net.cpp:84] Creating Layer res3c_branch2a_p
I0228 11:22:52.401667  9676 net.cpp:406] res3c_branch2a_p <- res3b_p_res3b_relu_p_0_split_0
I0228 11:22:52.401675  9676 net.cpp:380] res3c_branch2a_p -> res3c_branch2a_p
I0228 11:22:52.403657  9676 net.cpp:122] Setting up res3c_branch2a_p
I0228 11:22:52.403672  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.403676  9676 net.cpp:137] Memory required for data: 3034775552
I0228 11:22:52.403681  9676 net.cpp:465] Sharing parameters 'res3c_branch2a_w' owned by layer 'res3c_branch2a', param index 0
I0228 11:22:52.403687  9676 layer_factory.hpp:77] Creating layer bn3c_branch2a_p
I0228 11:22:52.403695  9676 net.cpp:84] Creating Layer bn3c_branch2a_p
I0228 11:22:52.403699  9676 net.cpp:406] bn3c_branch2a_p <- res3c_branch2a_p
I0228 11:22:52.403707  9676 net.cpp:367] bn3c_branch2a_p -> res3c_branch2a_p (in-place)
I0228 11:22:52.403933  9676 net.cpp:122] Setting up bn3c_branch2a_p
I0228 11:22:52.403940  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.403944  9676 net.cpp:137] Memory required for data: 3037986816
I0228 11:22:52.403949  9676 net.cpp:465] Sharing parameters 'bn3c_branch2a_mean' owned by layer 'bn3c_branch2a', param index 0
I0228 11:22:52.403954  9676 net.cpp:465] Sharing parameters 'bn3c_branch2a_variance' owned by layer 'bn3c_branch2a', param index 1
I0228 11:22:52.403959  9676 net.cpp:465] Sharing parameters 'bn3c_branch2a_scale_factor' owned by layer 'bn3c_branch2a', param index 2
I0228 11:22:52.403964  9676 layer_factory.hpp:77] Creating layer scale3c_branch2a_p
I0228 11:22:52.403971  9676 net.cpp:84] Creating Layer scale3c_branch2a_p
I0228 11:22:52.403975  9676 net.cpp:406] scale3c_branch2a_p <- res3c_branch2a_p
I0228 11:22:52.403980  9676 net.cpp:367] scale3c_branch2a_p -> res3c_branch2a_p (in-place)
I0228 11:22:52.404026  9676 layer_factory.hpp:77] Creating layer scale3c_branch2a_p
I0228 11:22:52.404158  9676 net.cpp:122] Setting up scale3c_branch2a_p
I0228 11:22:52.404166  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.404170  9676 net.cpp:137] Memory required for data: 3041198080
I0228 11:22:52.404175  9676 net.cpp:465] Sharing parameters 'scale3c_branch2a_alpha' owned by layer 'scale3c_branch2a', param index 0
I0228 11:22:52.404180  9676 net.cpp:465] Sharing parameters 'scale3c_branch2a_beta' owned by layer 'scale3c_branch2a', param index 1
I0228 11:22:52.404184  9676 layer_factory.hpp:77] Creating layer res3c_branch2a_relu_p
I0228 11:22:52.404191  9676 net.cpp:84] Creating Layer res3c_branch2a_relu_p
I0228 11:22:52.404196  9676 net.cpp:406] res3c_branch2a_relu_p <- res3c_branch2a_p
I0228 11:22:52.404201  9676 net.cpp:367] res3c_branch2a_relu_p -> res3c_branch2a_p (in-place)
I0228 11:22:52.404671  9676 net.cpp:122] Setting up res3c_branch2a_relu_p
I0228 11:22:52.404685  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.404688  9676 net.cpp:137] Memory required for data: 3044409344
I0228 11:22:52.404695  9676 layer_factory.hpp:77] Creating layer res3c_branch2b_p
I0228 11:22:52.404706  9676 net.cpp:84] Creating Layer res3c_branch2b_p
I0228 11:22:52.404711  9676 net.cpp:406] res3c_branch2b_p <- res3c_branch2a_p
I0228 11:22:52.404718  9676 net.cpp:380] res3c_branch2b_p -> res3c_branch2b_p
I0228 11:22:52.406164  9676 net.cpp:122] Setting up res3c_branch2b_p
I0228 11:22:52.406180  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.406184  9676 net.cpp:137] Memory required for data: 3047620608
I0228 11:22:52.406190  9676 net.cpp:465] Sharing parameters 'res3c_branch2b_w' owned by layer 'res3c_branch2b', param index 0
I0228 11:22:52.406195  9676 layer_factory.hpp:77] Creating layer bn3c_branch2b_p
I0228 11:22:52.406204  9676 net.cpp:84] Creating Layer bn3c_branch2b_p
I0228 11:22:52.406209  9676 net.cpp:406] bn3c_branch2b_p <- res3c_branch2b_p
I0228 11:22:52.406215  9676 net.cpp:367] bn3c_branch2b_p -> res3c_branch2b_p (in-place)
I0228 11:22:52.406474  9676 net.cpp:122] Setting up bn3c_branch2b_p
I0228 11:22:52.406482  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.406486  9676 net.cpp:137] Memory required for data: 3050831872
I0228 11:22:52.406491  9676 net.cpp:465] Sharing parameters 'bn3c_branch2b_mean' owned by layer 'bn3c_branch2b', param index 0
I0228 11:22:52.406497  9676 net.cpp:465] Sharing parameters 'bn3c_branch2b_variance' owned by layer 'bn3c_branch2b', param index 1
I0228 11:22:52.406502  9676 net.cpp:465] Sharing parameters 'bn3c_branch2b_scale_factor' owned by layer 'bn3c_branch2b', param index 2
I0228 11:22:52.406507  9676 layer_factory.hpp:77] Creating layer scale3c_branch2b_p
I0228 11:22:52.406512  9676 net.cpp:84] Creating Layer scale3c_branch2b_p
I0228 11:22:52.406517  9676 net.cpp:406] scale3c_branch2b_p <- res3c_branch2b_p
I0228 11:22:52.406522  9676 net.cpp:367] scale3c_branch2b_p -> res3c_branch2b_p (in-place)
I0228 11:22:52.406569  9676 layer_factory.hpp:77] Creating layer scale3c_branch2b_p
I0228 11:22:52.406702  9676 net.cpp:122] Setting up scale3c_branch2b_p
I0228 11:22:52.406708  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.406713  9676 net.cpp:137] Memory required for data: 3054043136
I0228 11:22:52.406718  9676 net.cpp:465] Sharing parameters 'scale3c_branch2b_alpha' owned by layer 'scale3c_branch2b', param index 0
I0228 11:22:52.406723  9676 net.cpp:465] Sharing parameters 'scale3c_branch2b_beta' owned by layer 'scale3c_branch2b', param index 1
I0228 11:22:52.406728  9676 layer_factory.hpp:77] Creating layer res3c_branch2b_relu_p
I0228 11:22:52.406738  9676 net.cpp:84] Creating Layer res3c_branch2b_relu_p
I0228 11:22:52.406741  9676 net.cpp:406] res3c_branch2b_relu_p <- res3c_branch2b_p
I0228 11:22:52.406746  9676 net.cpp:367] res3c_branch2b_relu_p -> res3c_branch2b_p (in-place)
I0228 11:22:52.406927  9676 net.cpp:122] Setting up res3c_branch2b_relu_p
I0228 11:22:52.406936  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.406939  9676 net.cpp:137] Memory required for data: 3057254400
I0228 11:22:52.406944  9676 layer_factory.hpp:77] Creating layer res3c_branch2c_p
I0228 11:22:52.406952  9676 net.cpp:84] Creating Layer res3c_branch2c_p
I0228 11:22:52.406956  9676 net.cpp:406] res3c_branch2c_p <- res3c_branch2b_p
I0228 11:22:52.406963  9676 net.cpp:380] res3c_branch2c_p -> res3c_branch2c_p
I0228 11:22:52.408069  9676 net.cpp:122] Setting up res3c_branch2c_p
I0228 11:22:52.408083  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.408089  9676 net.cpp:137] Memory required for data: 3070099456
I0228 11:22:52.408094  9676 net.cpp:465] Sharing parameters 'res3c_branch2c_w' owned by layer 'res3c_branch2c', param index 0
I0228 11:22:52.408100  9676 layer_factory.hpp:77] Creating layer bn3c_branch2c_p
I0228 11:22:52.408108  9676 net.cpp:84] Creating Layer bn3c_branch2c_p
I0228 11:22:52.408113  9676 net.cpp:406] bn3c_branch2c_p <- res3c_branch2c_p
I0228 11:22:52.408119  9676 net.cpp:367] bn3c_branch2c_p -> res3c_branch2c_p (in-place)
I0228 11:22:52.408349  9676 net.cpp:122] Setting up bn3c_branch2c_p
I0228 11:22:52.408361  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.408365  9676 net.cpp:137] Memory required for data: 3082944512
I0228 11:22:52.408370  9676 net.cpp:465] Sharing parameters 'bn3c_branch2c_mean' owned by layer 'bn3c_branch2c', param index 0
I0228 11:22:52.408375  9676 net.cpp:465] Sharing parameters 'bn3c_branch2c_variance' owned by layer 'bn3c_branch2c', param index 1
I0228 11:22:52.408380  9676 net.cpp:465] Sharing parameters 'bn3c_branch2c_scale_factor' owned by layer 'bn3c_branch2c', param index 2
I0228 11:22:52.408383  9676 layer_factory.hpp:77] Creating layer scale3c_branch2c_p
I0228 11:22:52.408390  9676 net.cpp:84] Creating Layer scale3c_branch2c_p
I0228 11:22:52.408394  9676 net.cpp:406] scale3c_branch2c_p <- res3c_branch2c_p
I0228 11:22:52.408401  9676 net.cpp:367] scale3c_branch2c_p -> res3c_branch2c_p (in-place)
I0228 11:22:52.408452  9676 layer_factory.hpp:77] Creating layer scale3c_branch2c_p
I0228 11:22:52.408582  9676 net.cpp:122] Setting up scale3c_branch2c_p
I0228 11:22:52.408591  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.408594  9676 net.cpp:137] Memory required for data: 3095789568
I0228 11:22:52.408598  9676 net.cpp:465] Sharing parameters 'scale3c_branch2c_alpha' owned by layer 'scale3c_branch2c', param index 0
I0228 11:22:52.408604  9676 net.cpp:465] Sharing parameters 'scale3c_branch2c_beta' owned by layer 'scale3c_branch2c', param index 1
I0228 11:22:52.408608  9676 layer_factory.hpp:77] Creating layer res3c_p
I0228 11:22:52.408614  9676 net.cpp:84] Creating Layer res3c_p
I0228 11:22:52.408618  9676 net.cpp:406] res3c_p <- res3b_p_res3b_relu_p_0_split_1
I0228 11:22:52.408622  9676 net.cpp:406] res3c_p <- res3c_branch2c_p
I0228 11:22:52.408629  9676 net.cpp:380] res3c_p -> res3c_p
I0228 11:22:52.408659  9676 net.cpp:122] Setting up res3c_p
I0228 11:22:52.408666  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.408669  9676 net.cpp:137] Memory required for data: 3108634624
I0228 11:22:52.408674  9676 layer_factory.hpp:77] Creating layer res3c_relu_p
I0228 11:22:52.408679  9676 net.cpp:84] Creating Layer res3c_relu_p
I0228 11:22:52.408684  9676 net.cpp:406] res3c_relu_p <- res3c_p
I0228 11:22:52.408687  9676 net.cpp:367] res3c_relu_p -> res3c_p (in-place)
I0228 11:22:52.408864  9676 net.cpp:122] Setting up res3c_relu_p
I0228 11:22:52.408874  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.408876  9676 net.cpp:137] Memory required for data: 3121479680
I0228 11:22:52.408880  9676 layer_factory.hpp:77] Creating layer res3c_p_res3c_relu_p_0_split
I0228 11:22:52.408887  9676 net.cpp:84] Creating Layer res3c_p_res3c_relu_p_0_split
I0228 11:22:52.408891  9676 net.cpp:406] res3c_p_res3c_relu_p_0_split <- res3c_p
I0228 11:22:52.408896  9676 net.cpp:380] res3c_p_res3c_relu_p_0_split -> res3c_p_res3c_relu_p_0_split_0
I0228 11:22:52.408905  9676 net.cpp:380] res3c_p_res3c_relu_p_0_split -> res3c_p_res3c_relu_p_0_split_1
I0228 11:22:52.408951  9676 net.cpp:122] Setting up res3c_p_res3c_relu_p_0_split
I0228 11:22:52.408958  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.408962  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.408967  9676 net.cpp:137] Memory required for data: 3147169792
I0228 11:22:52.408969  9676 layer_factory.hpp:77] Creating layer res3d_branch2a_p
I0228 11:22:52.408978  9676 net.cpp:84] Creating Layer res3d_branch2a_p
I0228 11:22:52.408982  9676 net.cpp:406] res3d_branch2a_p <- res3c_p_res3c_relu_p_0_split_0
I0228 11:22:52.408989  9676 net.cpp:380] res3d_branch2a_p -> res3d_branch2a_p
I0228 11:22:52.410086  9676 net.cpp:122] Setting up res3d_branch2a_p
I0228 11:22:52.410101  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.410130  9676 net.cpp:137] Memory required for data: 3150381056
I0228 11:22:52.410135  9676 net.cpp:465] Sharing parameters 'res3d_branch2a_w' owned by layer 'res3d_branch2a', param index 0
I0228 11:22:52.410141  9676 layer_factory.hpp:77] Creating layer bn3d_branch2a_p
I0228 11:22:52.410151  9676 net.cpp:84] Creating Layer bn3d_branch2a_p
I0228 11:22:52.410158  9676 net.cpp:406] bn3d_branch2a_p <- res3d_branch2a_p
I0228 11:22:52.410166  9676 net.cpp:367] bn3d_branch2a_p -> res3d_branch2a_p (in-place)
I0228 11:22:52.410406  9676 net.cpp:122] Setting up bn3d_branch2a_p
I0228 11:22:52.410414  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.410418  9676 net.cpp:137] Memory required for data: 3153592320
I0228 11:22:52.410439  9676 net.cpp:465] Sharing parameters 'bn3d_branch2a_mean' owned by layer 'bn3d_branch2a', param index 0
I0228 11:22:52.410444  9676 net.cpp:465] Sharing parameters 'bn3d_branch2a_variance' owned by layer 'bn3d_branch2a', param index 1
I0228 11:22:52.410450  9676 net.cpp:465] Sharing parameters 'bn3d_branch2a_scale_factor' owned by layer 'bn3d_branch2a', param index 2
I0228 11:22:52.410454  9676 layer_factory.hpp:77] Creating layer scale3d_branch2a_p
I0228 11:22:52.410460  9676 net.cpp:84] Creating Layer scale3d_branch2a_p
I0228 11:22:52.410465  9676 net.cpp:406] scale3d_branch2a_p <- res3d_branch2a_p
I0228 11:22:52.410470  9676 net.cpp:367] scale3d_branch2a_p -> res3d_branch2a_p (in-place)
I0228 11:22:52.410517  9676 layer_factory.hpp:77] Creating layer scale3d_branch2a_p
I0228 11:22:52.410650  9676 net.cpp:122] Setting up scale3d_branch2a_p
I0228 11:22:52.410657  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.410661  9676 net.cpp:137] Memory required for data: 3156803584
I0228 11:22:52.410666  9676 net.cpp:465] Sharing parameters 'scale3d_branch2a_alpha' owned by layer 'scale3d_branch2a', param index 0
I0228 11:22:52.410671  9676 net.cpp:465] Sharing parameters 'scale3d_branch2a_beta' owned by layer 'scale3d_branch2a', param index 1
I0228 11:22:52.410676  9676 layer_factory.hpp:77] Creating layer res3d_branch2a_relu_p
I0228 11:22:52.410682  9676 net.cpp:84] Creating Layer res3d_branch2a_relu_p
I0228 11:22:52.410686  9676 net.cpp:406] res3d_branch2a_relu_p <- res3d_branch2a_p
I0228 11:22:52.410691  9676 net.cpp:367] res3d_branch2a_relu_p -> res3d_branch2a_p (in-place)
I0228 11:22:52.410868  9676 net.cpp:122] Setting up res3d_branch2a_relu_p
I0228 11:22:52.410877  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.410881  9676 net.cpp:137] Memory required for data: 3160014848
I0228 11:22:52.410887  9676 layer_factory.hpp:77] Creating layer res3d_branch2b_p
I0228 11:22:52.410895  9676 net.cpp:84] Creating Layer res3d_branch2b_p
I0228 11:22:52.410899  9676 net.cpp:406] res3d_branch2b_p <- res3d_branch2a_p
I0228 11:22:52.410907  9676 net.cpp:380] res3d_branch2b_p -> res3d_branch2b_p
I0228 11:22:52.413192  9676 net.cpp:122] Setting up res3d_branch2b_p
I0228 11:22:52.413206  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.413210  9676 net.cpp:137] Memory required for data: 3163226112
I0228 11:22:52.413216  9676 net.cpp:465] Sharing parameters 'res3d_branch2b_w' owned by layer 'res3d_branch2b', param index 0
I0228 11:22:52.413220  9676 layer_factory.hpp:77] Creating layer bn3d_branch2b_p
I0228 11:22:52.413229  9676 net.cpp:84] Creating Layer bn3d_branch2b_p
I0228 11:22:52.413234  9676 net.cpp:406] bn3d_branch2b_p <- res3d_branch2b_p
I0228 11:22:52.413242  9676 net.cpp:367] bn3d_branch2b_p -> res3d_branch2b_p (in-place)
I0228 11:22:52.413477  9676 net.cpp:122] Setting up bn3d_branch2b_p
I0228 11:22:52.413486  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.413489  9676 net.cpp:137] Memory required for data: 3166437376
I0228 11:22:52.413494  9676 net.cpp:465] Sharing parameters 'bn3d_branch2b_mean' owned by layer 'bn3d_branch2b', param index 0
I0228 11:22:52.413499  9676 net.cpp:465] Sharing parameters 'bn3d_branch2b_variance' owned by layer 'bn3d_branch2b', param index 1
I0228 11:22:52.413504  9676 net.cpp:465] Sharing parameters 'bn3d_branch2b_scale_factor' owned by layer 'bn3d_branch2b', param index 2
I0228 11:22:52.413508  9676 layer_factory.hpp:77] Creating layer scale3d_branch2b_p
I0228 11:22:52.413516  9676 net.cpp:84] Creating Layer scale3d_branch2b_p
I0228 11:22:52.413520  9676 net.cpp:406] scale3d_branch2b_p <- res3d_branch2b_p
I0228 11:22:52.413525  9676 net.cpp:367] scale3d_branch2b_p -> res3d_branch2b_p (in-place)
I0228 11:22:52.413576  9676 layer_factory.hpp:77] Creating layer scale3d_branch2b_p
I0228 11:22:52.413712  9676 net.cpp:122] Setting up scale3d_branch2b_p
I0228 11:22:52.413718  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.413722  9676 net.cpp:137] Memory required for data: 3169648640
I0228 11:22:52.413727  9676 net.cpp:465] Sharing parameters 'scale3d_branch2b_alpha' owned by layer 'scale3d_branch2b', param index 0
I0228 11:22:52.413733  9676 net.cpp:465] Sharing parameters 'scale3d_branch2b_beta' owned by layer 'scale3d_branch2b', param index 1
I0228 11:22:52.413736  9676 layer_factory.hpp:77] Creating layer res3d_branch2b_relu_p
I0228 11:22:52.413744  9676 net.cpp:84] Creating Layer res3d_branch2b_relu_p
I0228 11:22:52.413748  9676 net.cpp:406] res3d_branch2b_relu_p <- res3d_branch2b_p
I0228 11:22:52.413753  9676 net.cpp:367] res3d_branch2b_relu_p -> res3d_branch2b_p (in-place)
I0228 11:22:52.413933  9676 net.cpp:122] Setting up res3d_branch2b_relu_p
I0228 11:22:52.413944  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.413947  9676 net.cpp:137] Memory required for data: 3172859904
I0228 11:22:52.413952  9676 layer_factory.hpp:77] Creating layer res3d_branch2c_p
I0228 11:22:52.413961  9676 net.cpp:84] Creating Layer res3d_branch2c_p
I0228 11:22:52.413965  9676 net.cpp:406] res3d_branch2c_p <- res3d_branch2b_p
I0228 11:22:52.413972  9676 net.cpp:380] res3d_branch2c_p -> res3d_branch2c_p
I0228 11:22:52.415145  9676 net.cpp:122] Setting up res3d_branch2c_p
I0228 11:22:52.415161  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.415165  9676 net.cpp:137] Memory required for data: 3185704960
I0228 11:22:52.415171  9676 net.cpp:465] Sharing parameters 'res3d_branch2c_w' owned by layer 'res3d_branch2c', param index 0
I0228 11:22:52.415175  9676 layer_factory.hpp:77] Creating layer bn3d_branch2c_p
I0228 11:22:52.415182  9676 net.cpp:84] Creating Layer bn3d_branch2c_p
I0228 11:22:52.415189  9676 net.cpp:406] bn3d_branch2c_p <- res3d_branch2c_p
I0228 11:22:52.415194  9676 net.cpp:367] bn3d_branch2c_p -> res3d_branch2c_p (in-place)
I0228 11:22:52.415429  9676 net.cpp:122] Setting up bn3d_branch2c_p
I0228 11:22:52.415437  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.415441  9676 net.cpp:137] Memory required for data: 3198550016
I0228 11:22:52.415446  9676 net.cpp:465] Sharing parameters 'bn3d_branch2c_mean' owned by layer 'bn3d_branch2c', param index 0
I0228 11:22:52.415452  9676 net.cpp:465] Sharing parameters 'bn3d_branch2c_variance' owned by layer 'bn3d_branch2c', param index 1
I0228 11:22:52.415455  9676 net.cpp:465] Sharing parameters 'bn3d_branch2c_scale_factor' owned by layer 'bn3d_branch2c', param index 2
I0228 11:22:52.415459  9676 layer_factory.hpp:77] Creating layer scale3d_branch2c_p
I0228 11:22:52.415467  9676 net.cpp:84] Creating Layer scale3d_branch2c_p
I0228 11:22:52.415472  9676 net.cpp:406] scale3d_branch2c_p <- res3d_branch2c_p
I0228 11:22:52.415477  9676 net.cpp:367] scale3d_branch2c_p -> res3d_branch2c_p (in-place)
I0228 11:22:52.415529  9676 layer_factory.hpp:77] Creating layer scale3d_branch2c_p
I0228 11:22:52.415660  9676 net.cpp:122] Setting up scale3d_branch2c_p
I0228 11:22:52.415668  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.415671  9676 net.cpp:137] Memory required for data: 3211395072
I0228 11:22:52.415675  9676 net.cpp:465] Sharing parameters 'scale3d_branch2c_alpha' owned by layer 'scale3d_branch2c', param index 0
I0228 11:22:52.415681  9676 net.cpp:465] Sharing parameters 'scale3d_branch2c_beta' owned by layer 'scale3d_branch2c', param index 1
I0228 11:22:52.415686  9676 layer_factory.hpp:77] Creating layer res3d_p
I0228 11:22:52.415693  9676 net.cpp:84] Creating Layer res3d_p
I0228 11:22:52.415699  9676 net.cpp:406] res3d_p <- res3c_p_res3c_relu_p_0_split_1
I0228 11:22:52.415704  9676 net.cpp:406] res3d_p <- res3d_branch2c_p
I0228 11:22:52.415709  9676 net.cpp:380] res3d_p -> res3d_p
I0228 11:22:52.415737  9676 net.cpp:122] Setting up res3d_p
I0228 11:22:52.415747  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.415751  9676 net.cpp:137] Memory required for data: 3224240128
I0228 11:22:52.415755  9676 layer_factory.hpp:77] Creating layer res3d_relu_p
I0228 11:22:52.415760  9676 net.cpp:84] Creating Layer res3d_relu_p
I0228 11:22:52.415765  9676 net.cpp:406] res3d_relu_p <- res3d_p
I0228 11:22:52.415769  9676 net.cpp:367] res3d_relu_p -> res3d_p (in-place)
I0228 11:22:52.415944  9676 net.cpp:122] Setting up res3d_relu_p
I0228 11:22:52.415954  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.415958  9676 net.cpp:137] Memory required for data: 3237085184
I0228 11:22:52.415963  9676 layer_factory.hpp:77] Creating layer res3d_p_res3d_relu_p_0_split
I0228 11:22:52.415969  9676 net.cpp:84] Creating Layer res3d_p_res3d_relu_p_0_split
I0228 11:22:52.415972  9676 net.cpp:406] res3d_p_res3d_relu_p_0_split <- res3d_p
I0228 11:22:52.415978  9676 net.cpp:380] res3d_p_res3d_relu_p_0_split -> res3d_p_res3d_relu_p_0_split_0
I0228 11:22:52.415987  9676 net.cpp:380] res3d_p_res3d_relu_p_0_split -> res3d_p_res3d_relu_p_0_split_1
I0228 11:22:52.416033  9676 net.cpp:122] Setting up res3d_p_res3d_relu_p_0_split
I0228 11:22:52.416040  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.416044  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.416049  9676 net.cpp:137] Memory required for data: 3262775296
I0228 11:22:52.416052  9676 layer_factory.hpp:77] Creating layer res4a_branch1_p
I0228 11:22:52.416061  9676 net.cpp:84] Creating Layer res4a_branch1_p
I0228 11:22:52.416066  9676 net.cpp:406] res4a_branch1_p <- res3d_p_res3d_relu_p_0_split_0
I0228 11:22:52.416072  9676 net.cpp:380] res4a_branch1_p -> res4a_branch1_p
I0228 11:22:52.418313  9676 net.cpp:122] Setting up res4a_branch1_p
I0228 11:22:52.418329  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.418334  9676 net.cpp:137] Memory required for data: 3269197824
I0228 11:22:52.418340  9676 net.cpp:465] Sharing parameters 'res4a_branch1_w' owned by layer 'res4a_branch1', param index 0
I0228 11:22:52.418344  9676 layer_factory.hpp:77] Creating layer bn4a_branch1_p
I0228 11:22:52.418352  9676 net.cpp:84] Creating Layer bn4a_branch1_p
I0228 11:22:52.418356  9676 net.cpp:406] bn4a_branch1_p <- res4a_branch1_p
I0228 11:22:52.418365  9676 net.cpp:367] bn4a_branch1_p -> res4a_branch1_p (in-place)
I0228 11:22:52.418629  9676 net.cpp:122] Setting up bn4a_branch1_p
I0228 11:22:52.418637  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.418640  9676 net.cpp:137] Memory required for data: 3275620352
I0228 11:22:52.418645  9676 net.cpp:465] Sharing parameters 'bn4a_branch1_mean' owned by layer 'bn4a_branch1', param index 0
I0228 11:22:52.418650  9676 net.cpp:465] Sharing parameters 'bn4a_branch1_variance' owned by layer 'bn4a_branch1', param index 1
I0228 11:22:52.418655  9676 net.cpp:465] Sharing parameters 'bn4a_branch1_scale_factor' owned by layer 'bn4a_branch1', param index 2
I0228 11:22:52.418660  9676 layer_factory.hpp:77] Creating layer scale4a_branch1_p
I0228 11:22:52.418668  9676 net.cpp:84] Creating Layer scale4a_branch1_p
I0228 11:22:52.418670  9676 net.cpp:406] scale4a_branch1_p <- res4a_branch1_p
I0228 11:22:52.418675  9676 net.cpp:367] scale4a_branch1_p -> res4a_branch1_p (in-place)
I0228 11:22:52.418723  9676 layer_factory.hpp:77] Creating layer scale4a_branch1_p
I0228 11:22:52.418859  9676 net.cpp:122] Setting up scale4a_branch1_p
I0228 11:22:52.418865  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.418869  9676 net.cpp:137] Memory required for data: 3282042880
I0228 11:22:52.418874  9676 net.cpp:465] Sharing parameters 'scale4a_branch1_alpha' owned by layer 'scale4a_branch1', param index 0
I0228 11:22:52.418879  9676 net.cpp:465] Sharing parameters 'scale4a_branch1_beta' owned by layer 'scale4a_branch1', param index 1
I0228 11:22:52.418882  9676 layer_factory.hpp:77] Creating layer res4a_branch2a_p
I0228 11:22:52.418891  9676 net.cpp:84] Creating Layer res4a_branch2a_p
I0228 11:22:52.418896  9676 net.cpp:406] res4a_branch2a_p <- res3d_p_res3d_relu_p_0_split_1
I0228 11:22:52.418907  9676 net.cpp:380] res4a_branch2a_p -> res4a_branch2a_p
I0228 11:22:52.420341  9676 net.cpp:122] Setting up res4a_branch2a_p
I0228 11:22:52.420354  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.420361  9676 net.cpp:137] Memory required for data: 3283648512
I0228 11:22:52.420367  9676 net.cpp:465] Sharing parameters 'res4a_branch2a_w' owned by layer 'res4a_branch2a', param index 0
I0228 11:22:52.420372  9676 layer_factory.hpp:77] Creating layer bn4a_branch2a_p
I0228 11:22:52.420378  9676 net.cpp:84] Creating Layer bn4a_branch2a_p
I0228 11:22:52.420382  9676 net.cpp:406] bn4a_branch2a_p <- res4a_branch2a_p
I0228 11:22:52.420393  9676 net.cpp:367] bn4a_branch2a_p -> res4a_branch2a_p (in-place)
I0228 11:22:52.420620  9676 net.cpp:122] Setting up bn4a_branch2a_p
I0228 11:22:52.420627  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.420631  9676 net.cpp:137] Memory required for data: 3285254144
I0228 11:22:52.420636  9676 net.cpp:465] Sharing parameters 'bn4a_branch2a_mean' owned by layer 'bn4a_branch2a', param index 0
I0228 11:22:52.420642  9676 net.cpp:465] Sharing parameters 'bn4a_branch2a_variance' owned by layer 'bn4a_branch2a', param index 1
I0228 11:22:52.420646  9676 net.cpp:465] Sharing parameters 'bn4a_branch2a_scale_factor' owned by layer 'bn4a_branch2a', param index 2
I0228 11:22:52.420650  9676 layer_factory.hpp:77] Creating layer scale4a_branch2a_p
I0228 11:22:52.420657  9676 net.cpp:84] Creating Layer scale4a_branch2a_p
I0228 11:22:52.420660  9676 net.cpp:406] scale4a_branch2a_p <- res4a_branch2a_p
I0228 11:22:52.420668  9676 net.cpp:367] scale4a_branch2a_p -> res4a_branch2a_p (in-place)
I0228 11:22:52.420716  9676 layer_factory.hpp:77] Creating layer scale4a_branch2a_p
I0228 11:22:52.420845  9676 net.cpp:122] Setting up scale4a_branch2a_p
I0228 11:22:52.420852  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.420855  9676 net.cpp:137] Memory required for data: 3286859776
I0228 11:22:52.420861  9676 net.cpp:465] Sharing parameters 'scale4a_branch2a_alpha' owned by layer 'scale4a_branch2a', param index 0
I0228 11:22:52.420866  9676 net.cpp:465] Sharing parameters 'scale4a_branch2a_beta' owned by layer 'scale4a_branch2a', param index 1
I0228 11:22:52.420871  9676 layer_factory.hpp:77] Creating layer res4a_branch2a_relu_p
I0228 11:22:52.420876  9676 net.cpp:84] Creating Layer res4a_branch2a_relu_p
I0228 11:22:52.420881  9676 net.cpp:406] res4a_branch2a_relu_p <- res4a_branch2a_p
I0228 11:22:52.420887  9676 net.cpp:367] res4a_branch2a_relu_p -> res4a_branch2a_p (in-place)
I0228 11:22:52.421363  9676 net.cpp:122] Setting up res4a_branch2a_relu_p
I0228 11:22:52.421376  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.421380  9676 net.cpp:137] Memory required for data: 3288465408
I0228 11:22:52.421385  9676 layer_factory.hpp:77] Creating layer res4a_branch2b_p
I0228 11:22:52.421396  9676 net.cpp:84] Creating Layer res4a_branch2b_p
I0228 11:22:52.421401  9676 net.cpp:406] res4a_branch2b_p <- res4a_branch2a_p
I0228 11:22:52.421408  9676 net.cpp:380] res4a_branch2b_p -> res4a_branch2b_p
I0228 11:22:52.423800  9676 net.cpp:122] Setting up res4a_branch2b_p
I0228 11:22:52.423815  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.423820  9676 net.cpp:137] Memory required for data: 3290071040
I0228 11:22:52.423825  9676 net.cpp:465] Sharing parameters 'res4a_branch2b_w' owned by layer 'res4a_branch2b', param index 0
I0228 11:22:52.423831  9676 layer_factory.hpp:77] Creating layer bn4a_branch2b_p
I0228 11:22:52.423840  9676 net.cpp:84] Creating Layer bn4a_branch2b_p
I0228 11:22:52.423844  9676 net.cpp:406] bn4a_branch2b_p <- res4a_branch2b_p
I0228 11:22:52.423851  9676 net.cpp:367] bn4a_branch2b_p -> res4a_branch2b_p (in-place)
I0228 11:22:52.424084  9676 net.cpp:122] Setting up bn4a_branch2b_p
I0228 11:22:52.424093  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.424095  9676 net.cpp:137] Memory required for data: 3291676672
I0228 11:22:52.424100  9676 net.cpp:465] Sharing parameters 'bn4a_branch2b_mean' owned by layer 'bn4a_branch2b', param index 0
I0228 11:22:52.424109  9676 net.cpp:465] Sharing parameters 'bn4a_branch2b_variance' owned by layer 'bn4a_branch2b', param index 1
I0228 11:22:52.424114  9676 net.cpp:465] Sharing parameters 'bn4a_branch2b_scale_factor' owned by layer 'bn4a_branch2b', param index 2
I0228 11:22:52.424118  9676 layer_factory.hpp:77] Creating layer scale4a_branch2b_p
I0228 11:22:52.424126  9676 net.cpp:84] Creating Layer scale4a_branch2b_p
I0228 11:22:52.424131  9676 net.cpp:406] scale4a_branch2b_p <- res4a_branch2b_p
I0228 11:22:52.424136  9676 net.cpp:367] scale4a_branch2b_p -> res4a_branch2b_p (in-place)
I0228 11:22:52.424186  9676 layer_factory.hpp:77] Creating layer scale4a_branch2b_p
I0228 11:22:52.424314  9676 net.cpp:122] Setting up scale4a_branch2b_p
I0228 11:22:52.424322  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.424325  9676 net.cpp:137] Memory required for data: 3293282304
I0228 11:22:52.424330  9676 net.cpp:465] Sharing parameters 'scale4a_branch2b_alpha' owned by layer 'scale4a_branch2b', param index 0
I0228 11:22:52.424335  9676 net.cpp:465] Sharing parameters 'scale4a_branch2b_beta' owned by layer 'scale4a_branch2b', param index 1
I0228 11:22:52.424340  9676 layer_factory.hpp:77] Creating layer res4a_branch2b_relu_p
I0228 11:22:52.424345  9676 net.cpp:84] Creating Layer res4a_branch2b_relu_p
I0228 11:22:52.424350  9676 net.cpp:406] res4a_branch2b_relu_p <- res4a_branch2b_p
I0228 11:22:52.424358  9676 net.cpp:367] res4a_branch2b_relu_p -> res4a_branch2b_p (in-place)
I0228 11:22:52.424826  9676 net.cpp:122] Setting up res4a_branch2b_relu_p
I0228 11:22:52.424842  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.424845  9676 net.cpp:137] Memory required for data: 3294887936
I0228 11:22:52.424850  9676 layer_factory.hpp:77] Creating layer res4a_branch2c_p
I0228 11:22:52.424860  9676 net.cpp:84] Creating Layer res4a_branch2c_p
I0228 11:22:52.424865  9676 net.cpp:406] res4a_branch2c_p <- res4a_branch2b_p
I0228 11:22:52.424871  9676 net.cpp:380] res4a_branch2c_p -> res4a_branch2c_p
I0228 11:22:52.427024  9676 net.cpp:122] Setting up res4a_branch2c_p
I0228 11:22:52.427039  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.427042  9676 net.cpp:137] Memory required for data: 3301310464
I0228 11:22:52.427048  9676 net.cpp:465] Sharing parameters 'res4a_branch2c_w' owned by layer 'res4a_branch2c', param index 0
I0228 11:22:52.427053  9676 layer_factory.hpp:77] Creating layer bn4a_branch2c_p
I0228 11:22:52.427062  9676 net.cpp:84] Creating Layer bn4a_branch2c_p
I0228 11:22:52.427067  9676 net.cpp:406] bn4a_branch2c_p <- res4a_branch2c_p
I0228 11:22:52.427076  9676 net.cpp:367] bn4a_branch2c_p -> res4a_branch2c_p (in-place)
I0228 11:22:52.427315  9676 net.cpp:122] Setting up bn4a_branch2c_p
I0228 11:22:52.427325  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.427327  9676 net.cpp:137] Memory required for data: 3307732992
I0228 11:22:52.427333  9676 net.cpp:465] Sharing parameters 'bn4a_branch2c_mean' owned by layer 'bn4a_branch2c', param index 0
I0228 11:22:52.427338  9676 net.cpp:465] Sharing parameters 'bn4a_branch2c_variance' owned by layer 'bn4a_branch2c', param index 1
I0228 11:22:52.427343  9676 net.cpp:465] Sharing parameters 'bn4a_branch2c_scale_factor' owned by layer 'bn4a_branch2c', param index 2
I0228 11:22:52.427347  9676 layer_factory.hpp:77] Creating layer scale4a_branch2c_p
I0228 11:22:52.427353  9676 net.cpp:84] Creating Layer scale4a_branch2c_p
I0228 11:22:52.427357  9676 net.cpp:406] scale4a_branch2c_p <- res4a_branch2c_p
I0228 11:22:52.427363  9676 net.cpp:367] scale4a_branch2c_p -> res4a_branch2c_p (in-place)
I0228 11:22:52.427409  9676 layer_factory.hpp:77] Creating layer scale4a_branch2c_p
I0228 11:22:52.427548  9676 net.cpp:122] Setting up scale4a_branch2c_p
I0228 11:22:52.427556  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.427559  9676 net.cpp:137] Memory required for data: 3314155520
I0228 11:22:52.427564  9676 net.cpp:465] Sharing parameters 'scale4a_branch2c_alpha' owned by layer 'scale4a_branch2c', param index 0
I0228 11:22:52.427573  9676 net.cpp:465] Sharing parameters 'scale4a_branch2c_beta' owned by layer 'scale4a_branch2c', param index 1
I0228 11:22:52.427578  9676 layer_factory.hpp:77] Creating layer res4a_p
I0228 11:22:52.427584  9676 net.cpp:84] Creating Layer res4a_p
I0228 11:22:52.427588  9676 net.cpp:406] res4a_p <- res4a_branch1_p
I0228 11:22:52.427593  9676 net.cpp:406] res4a_p <- res4a_branch2c_p
I0228 11:22:52.427600  9676 net.cpp:380] res4a_p -> res4a_p
I0228 11:22:52.427630  9676 net.cpp:122] Setting up res4a_p
I0228 11:22:52.427639  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.427642  9676 net.cpp:137] Memory required for data: 3320578048
I0228 11:22:52.427645  9676 layer_factory.hpp:77] Creating layer res4a_relu_p
I0228 11:22:52.427651  9676 net.cpp:84] Creating Layer res4a_relu_p
I0228 11:22:52.427655  9676 net.cpp:406] res4a_relu_p <- res4a_p
I0228 11:22:52.427659  9676 net.cpp:367] res4a_relu_p -> res4a_p (in-place)
I0228 11:22:52.427835  9676 net.cpp:122] Setting up res4a_relu_p
I0228 11:22:52.427844  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.427847  9676 net.cpp:137] Memory required for data: 3327000576
I0228 11:22:52.427851  9676 layer_factory.hpp:77] Creating layer res4a_p_res4a_relu_p_0_split
I0228 11:22:52.427858  9676 net.cpp:84] Creating Layer res4a_p_res4a_relu_p_0_split
I0228 11:22:52.427862  9676 net.cpp:406] res4a_p_res4a_relu_p_0_split <- res4a_p
I0228 11:22:52.427867  9676 net.cpp:380] res4a_p_res4a_relu_p_0_split -> res4a_p_res4a_relu_p_0_split_0
I0228 11:22:52.427875  9676 net.cpp:380] res4a_p_res4a_relu_p_0_split -> res4a_p_res4a_relu_p_0_split_1
I0228 11:22:52.427923  9676 net.cpp:122] Setting up res4a_p_res4a_relu_p_0_split
I0228 11:22:52.427930  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.427934  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.427937  9676 net.cpp:137] Memory required for data: 3339845632
I0228 11:22:52.427942  9676 layer_factory.hpp:77] Creating layer res4b_branch2a_p
I0228 11:22:52.427951  9676 net.cpp:84] Creating Layer res4b_branch2a_p
I0228 11:22:52.427955  9676 net.cpp:406] res4b_branch2a_p <- res4a_p_res4a_relu_p_0_split_0
I0228 11:22:52.427963  9676 net.cpp:380] res4b_branch2a_p -> res4b_branch2a_p
I0228 11:22:52.429188  9676 net.cpp:122] Setting up res4b_branch2a_p
I0228 11:22:52.429203  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.429208  9676 net.cpp:137] Memory required for data: 3341451264
I0228 11:22:52.429213  9676 net.cpp:465] Sharing parameters 'res4b_branch2a_w' owned by layer 'res4b_branch2a', param index 0
I0228 11:22:52.429217  9676 layer_factory.hpp:77] Creating layer bn4b_branch2a_p
I0228 11:22:52.429226  9676 net.cpp:84] Creating Layer bn4b_branch2a_p
I0228 11:22:52.429230  9676 net.cpp:406] bn4b_branch2a_p <- res4b_branch2a_p
I0228 11:22:52.429241  9676 net.cpp:367] bn4b_branch2a_p -> res4b_branch2a_p (in-place)
I0228 11:22:52.429468  9676 net.cpp:122] Setting up bn4b_branch2a_p
I0228 11:22:52.429476  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.429479  9676 net.cpp:137] Memory required for data: 3343056896
I0228 11:22:52.429484  9676 net.cpp:465] Sharing parameters 'bn4b_branch2a_mean' owned by layer 'bn4b_branch2a', param index 0
I0228 11:22:52.429489  9676 net.cpp:465] Sharing parameters 'bn4b_branch2a_variance' owned by layer 'bn4b_branch2a', param index 1
I0228 11:22:52.429494  9676 net.cpp:465] Sharing parameters 'bn4b_branch2a_scale_factor' owned by layer 'bn4b_branch2a', param index 2
I0228 11:22:52.429498  9676 layer_factory.hpp:77] Creating layer scale4b_branch2a_p
I0228 11:22:52.429507  9676 net.cpp:84] Creating Layer scale4b_branch2a_p
I0228 11:22:52.429510  9676 net.cpp:406] scale4b_branch2a_p <- res4b_branch2a_p
I0228 11:22:52.429515  9676 net.cpp:367] scale4b_branch2a_p -> res4b_branch2a_p (in-place)
I0228 11:22:52.429563  9676 layer_factory.hpp:77] Creating layer scale4b_branch2a_p
I0228 11:22:52.429697  9676 net.cpp:122] Setting up scale4b_branch2a_p
I0228 11:22:52.429708  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.429713  9676 net.cpp:137] Memory required for data: 3344662528
I0228 11:22:52.429716  9676 net.cpp:465] Sharing parameters 'scale4b_branch2a_alpha' owned by layer 'scale4b_branch2a', param index 0
I0228 11:22:52.429723  9676 net.cpp:465] Sharing parameters 'scale4b_branch2a_beta' owned by layer 'scale4b_branch2a', param index 1
I0228 11:22:52.429728  9676 layer_factory.hpp:77] Creating layer res4b_branch2a_relu_p
I0228 11:22:52.429733  9676 net.cpp:84] Creating Layer res4b_branch2a_relu_p
I0228 11:22:52.429736  9676 net.cpp:406] res4b_branch2a_relu_p <- res4b_branch2a_p
I0228 11:22:52.429744  9676 net.cpp:367] res4b_branch2a_relu_p -> res4b_branch2a_p (in-place)
I0228 11:22:52.429919  9676 net.cpp:122] Setting up res4b_branch2a_relu_p
I0228 11:22:52.429927  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.429930  9676 net.cpp:137] Memory required for data: 3346268160
I0228 11:22:52.429934  9676 layer_factory.hpp:77] Creating layer res4b_branch2b_p
I0228 11:22:52.429944  9676 net.cpp:84] Creating Layer res4b_branch2b_p
I0228 11:22:52.429949  9676 net.cpp:406] res4b_branch2b_p <- res4b_branch2a_p
I0228 11:22:52.429955  9676 net.cpp:380] res4b_branch2b_p -> res4b_branch2b_p
I0228 11:22:52.432750  9676 net.cpp:122] Setting up res4b_branch2b_p
I0228 11:22:52.432767  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.432771  9676 net.cpp:137] Memory required for data: 3347873792
I0228 11:22:52.432777  9676 net.cpp:465] Sharing parameters 'res4b_branch2b_w' owned by layer 'res4b_branch2b', param index 0
I0228 11:22:52.432782  9676 layer_factory.hpp:77] Creating layer bn4b_branch2b_p
I0228 11:22:52.432790  9676 net.cpp:84] Creating Layer bn4b_branch2b_p
I0228 11:22:52.432796  9676 net.cpp:406] bn4b_branch2b_p <- res4b_branch2b_p
I0228 11:22:52.432803  9676 net.cpp:367] bn4b_branch2b_p -> res4b_branch2b_p (in-place)
I0228 11:22:52.433043  9676 net.cpp:122] Setting up bn4b_branch2b_p
I0228 11:22:52.433050  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.433054  9676 net.cpp:137] Memory required for data: 3349479424
I0228 11:22:52.433060  9676 net.cpp:465] Sharing parameters 'bn4b_branch2b_mean' owned by layer 'bn4b_branch2b', param index 0
I0228 11:22:52.433065  9676 net.cpp:465] Sharing parameters 'bn4b_branch2b_variance' owned by layer 'bn4b_branch2b', param index 1
I0228 11:22:52.433069  9676 net.cpp:465] Sharing parameters 'bn4b_branch2b_scale_factor' owned by layer 'bn4b_branch2b', param index 2
I0228 11:22:52.433075  9676 layer_factory.hpp:77] Creating layer scale4b_branch2b_p
I0228 11:22:52.433081  9676 net.cpp:84] Creating Layer scale4b_branch2b_p
I0228 11:22:52.433085  9676 net.cpp:406] scale4b_branch2b_p <- res4b_branch2b_p
I0228 11:22:52.433094  9676 net.cpp:367] scale4b_branch2b_p -> res4b_branch2b_p (in-place)
I0228 11:22:52.433142  9676 layer_factory.hpp:77] Creating layer scale4b_branch2b_p
I0228 11:22:52.433274  9676 net.cpp:122] Setting up scale4b_branch2b_p
I0228 11:22:52.433280  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.433284  9676 net.cpp:137] Memory required for data: 3351085056
I0228 11:22:52.433290  9676 net.cpp:465] Sharing parameters 'scale4b_branch2b_alpha' owned by layer 'scale4b_branch2b', param index 0
I0228 11:22:52.433295  9676 net.cpp:465] Sharing parameters 'scale4b_branch2b_beta' owned by layer 'scale4b_branch2b', param index 1
I0228 11:22:52.433298  9676 layer_factory.hpp:77] Creating layer res4b_branch2b_relu_p
I0228 11:22:52.433305  9676 net.cpp:84] Creating Layer res4b_branch2b_relu_p
I0228 11:22:52.433308  9676 net.cpp:406] res4b_branch2b_relu_p <- res4b_branch2b_p
I0228 11:22:52.433315  9676 net.cpp:367] res4b_branch2b_relu_p -> res4b_branch2b_p (in-place)
I0228 11:22:52.433504  9676 net.cpp:122] Setting up res4b_branch2b_relu_p
I0228 11:22:52.433513  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.433517  9676 net.cpp:137] Memory required for data: 3352690688
I0228 11:22:52.433526  9676 layer_factory.hpp:77] Creating layer res4b_branch2c_p
I0228 11:22:52.433534  9676 net.cpp:84] Creating Layer res4b_branch2c_p
I0228 11:22:52.433539  9676 net.cpp:406] res4b_branch2c_p <- res4b_branch2b_p
I0228 11:22:52.433545  9676 net.cpp:380] res4b_branch2c_p -> res4b_branch2c_p
I0228 11:22:52.435698  9676 net.cpp:122] Setting up res4b_branch2c_p
I0228 11:22:52.435714  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.435717  9676 net.cpp:137] Memory required for data: 3359113216
I0228 11:22:52.435724  9676 net.cpp:465] Sharing parameters 'res4b_branch2c_w' owned by layer 'res4b_branch2c', param index 0
I0228 11:22:52.435729  9676 layer_factory.hpp:77] Creating layer bn4b_branch2c_p
I0228 11:22:52.435741  9676 net.cpp:84] Creating Layer bn4b_branch2c_p
I0228 11:22:52.435745  9676 net.cpp:406] bn4b_branch2c_p <- res4b_branch2c_p
I0228 11:22:52.435755  9676 net.cpp:367] bn4b_branch2c_p -> res4b_branch2c_p (in-place)
I0228 11:22:52.435994  9676 net.cpp:122] Setting up bn4b_branch2c_p
I0228 11:22:52.436002  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.436005  9676 net.cpp:137] Memory required for data: 3365535744
I0228 11:22:52.436012  9676 net.cpp:465] Sharing parameters 'bn4b_branch2c_mean' owned by layer 'bn4b_branch2c', param index 0
I0228 11:22:52.436017  9676 net.cpp:465] Sharing parameters 'bn4b_branch2c_variance' owned by layer 'bn4b_branch2c', param index 1
I0228 11:22:52.436022  9676 net.cpp:465] Sharing parameters 'bn4b_branch2c_scale_factor' owned by layer 'bn4b_branch2c', param index 2
I0228 11:22:52.436025  9676 layer_factory.hpp:77] Creating layer scale4b_branch2c_p
I0228 11:22:52.436033  9676 net.cpp:84] Creating Layer scale4b_branch2c_p
I0228 11:22:52.436036  9676 net.cpp:406] scale4b_branch2c_p <- res4b_branch2c_p
I0228 11:22:52.436043  9676 net.cpp:367] scale4b_branch2c_p -> res4b_branch2c_p (in-place)
I0228 11:22:52.436089  9676 layer_factory.hpp:77] Creating layer scale4b_branch2c_p
I0228 11:22:52.436228  9676 net.cpp:122] Setting up scale4b_branch2c_p
I0228 11:22:52.436235  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.436239  9676 net.cpp:137] Memory required for data: 3371958272
I0228 11:22:52.436244  9676 net.cpp:465] Sharing parameters 'scale4b_branch2c_alpha' owned by layer 'scale4b_branch2c', param index 0
I0228 11:22:52.436249  9676 net.cpp:465] Sharing parameters 'scale4b_branch2c_beta' owned by layer 'scale4b_branch2c', param index 1
I0228 11:22:52.436254  9676 layer_factory.hpp:77] Creating layer res4b_p
I0228 11:22:52.436259  9676 net.cpp:84] Creating Layer res4b_p
I0228 11:22:52.436264  9676 net.cpp:406] res4b_p <- res4a_p_res4a_relu_p_0_split_1
I0228 11:22:52.436269  9676 net.cpp:406] res4b_p <- res4b_branch2c_p
I0228 11:22:52.436273  9676 net.cpp:380] res4b_p -> res4b_p
I0228 11:22:52.436305  9676 net.cpp:122] Setting up res4b_p
I0228 11:22:52.436311  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.436316  9676 net.cpp:137] Memory required for data: 3378380800
I0228 11:22:52.436319  9676 layer_factory.hpp:77] Creating layer res4b_relu_p
I0228 11:22:52.436327  9676 net.cpp:84] Creating Layer res4b_relu_p
I0228 11:22:52.436331  9676 net.cpp:406] res4b_relu_p <- res4b_p
I0228 11:22:52.436336  9676 net.cpp:367] res4b_relu_p -> res4b_p (in-place)
I0228 11:22:52.436511  9676 net.cpp:122] Setting up res4b_relu_p
I0228 11:22:52.436520  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.436523  9676 net.cpp:137] Memory required for data: 3384803328
I0228 11:22:52.436528  9676 layer_factory.hpp:77] Creating layer res4b_p_res4b_relu_p_0_split
I0228 11:22:52.436534  9676 net.cpp:84] Creating Layer res4b_p_res4b_relu_p_0_split
I0228 11:22:52.436537  9676 net.cpp:406] res4b_p_res4b_relu_p_0_split <- res4b_p
I0228 11:22:52.436544  9676 net.cpp:380] res4b_p_res4b_relu_p_0_split -> res4b_p_res4b_relu_p_0_split_0
I0228 11:22:52.436552  9676 net.cpp:380] res4b_p_res4b_relu_p_0_split -> res4b_p_res4b_relu_p_0_split_1
I0228 11:22:52.436601  9676 net.cpp:122] Setting up res4b_p_res4b_relu_p_0_split
I0228 11:22:52.436611  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.436616  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.436620  9676 net.cpp:137] Memory required for data: 3397648384
I0228 11:22:52.436624  9676 layer_factory.hpp:77] Creating layer res4c_branch2a_p
I0228 11:22:52.436632  9676 net.cpp:84] Creating Layer res4c_branch2a_p
I0228 11:22:52.436636  9676 net.cpp:406] res4c_branch2a_p <- res4b_p_res4b_relu_p_0_split_0
I0228 11:22:52.436643  9676 net.cpp:380] res4c_branch2a_p -> res4c_branch2a_p
I0228 11:22:52.437922  9676 net.cpp:122] Setting up res4c_branch2a_p
I0228 11:22:52.437935  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.437939  9676 net.cpp:137] Memory required for data: 3399254016
I0228 11:22:52.438043  9676 net.cpp:465] Sharing parameters 'res4c_branch2a_w' owned by layer 'res4c_branch2a', param index 0
I0228 11:22:52.438051  9676 layer_factory.hpp:77] Creating layer bn4c_branch2a_p
I0228 11:22:52.438058  9676 net.cpp:84] Creating Layer bn4c_branch2a_p
I0228 11:22:52.438062  9676 net.cpp:406] bn4c_branch2a_p <- res4c_branch2a_p
I0228 11:22:52.438069  9676 net.cpp:367] bn4c_branch2a_p -> res4c_branch2a_p (in-place)
I0228 11:22:52.438344  9676 net.cpp:122] Setting up bn4c_branch2a_p
I0228 11:22:52.438354  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.438357  9676 net.cpp:137] Memory required for data: 3400859648
I0228 11:22:52.438364  9676 net.cpp:465] Sharing parameters 'bn4c_branch2a_mean' owned by layer 'bn4c_branch2a', param index 0
I0228 11:22:52.438369  9676 net.cpp:465] Sharing parameters 'bn4c_branch2a_variance' owned by layer 'bn4c_branch2a', param index 1
I0228 11:22:52.438374  9676 net.cpp:465] Sharing parameters 'bn4c_branch2a_scale_factor' owned by layer 'bn4c_branch2a', param index 2
I0228 11:22:52.438379  9676 layer_factory.hpp:77] Creating layer scale4c_branch2a_p
I0228 11:22:52.438386  9676 net.cpp:84] Creating Layer scale4c_branch2a_p
I0228 11:22:52.438390  9676 net.cpp:406] scale4c_branch2a_p <- res4c_branch2a_p
I0228 11:22:52.438397  9676 net.cpp:367] scale4c_branch2a_p -> res4c_branch2a_p (in-place)
I0228 11:22:52.438463  9676 layer_factory.hpp:77] Creating layer scale4c_branch2a_p
I0228 11:22:52.438592  9676 net.cpp:122] Setting up scale4c_branch2a_p
I0228 11:22:52.438601  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.438604  9676 net.cpp:137] Memory required for data: 3402465280
I0228 11:22:52.438608  9676 net.cpp:465] Sharing parameters 'scale4c_branch2a_alpha' owned by layer 'scale4c_branch2a', param index 0
I0228 11:22:52.438614  9676 net.cpp:465] Sharing parameters 'scale4c_branch2a_beta' owned by layer 'scale4c_branch2a', param index 1
I0228 11:22:52.438618  9676 layer_factory.hpp:77] Creating layer res4c_branch2a_relu_p
I0228 11:22:52.438624  9676 net.cpp:84] Creating Layer res4c_branch2a_relu_p
I0228 11:22:52.438627  9676 net.cpp:406] res4c_branch2a_relu_p <- res4c_branch2a_p
I0228 11:22:52.438632  9676 net.cpp:367] res4c_branch2a_relu_p -> res4c_branch2a_p (in-place)
I0228 11:22:52.439128  9676 net.cpp:122] Setting up res4c_branch2a_relu_p
I0228 11:22:52.439141  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.439146  9676 net.cpp:137] Memory required for data: 3404070912
I0228 11:22:52.439149  9676 layer_factory.hpp:77] Creating layer res4c_branch2b_p
I0228 11:22:52.439159  9676 net.cpp:84] Creating Layer res4c_branch2b_p
I0228 11:22:52.439165  9676 net.cpp:406] res4c_branch2b_p <- res4c_branch2a_p
I0228 11:22:52.439172  9676 net.cpp:380] res4c_branch2b_p -> res4c_branch2b_p
I0228 11:22:52.441624  9676 net.cpp:122] Setting up res4c_branch2b_p
I0228 11:22:52.441640  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.441644  9676 net.cpp:137] Memory required for data: 3405676544
I0228 11:22:52.441650  9676 net.cpp:465] Sharing parameters 'res4c_branch2b_w' owned by layer 'res4c_branch2b', param index 0
I0228 11:22:52.441656  9676 layer_factory.hpp:77] Creating layer bn4c_branch2b_p
I0228 11:22:52.441664  9676 net.cpp:84] Creating Layer bn4c_branch2b_p
I0228 11:22:52.441673  9676 net.cpp:406] bn4c_branch2b_p <- res4c_branch2b_p
I0228 11:22:52.441679  9676 net.cpp:367] bn4c_branch2b_p -> res4c_branch2b_p (in-place)
I0228 11:22:52.441917  9676 net.cpp:122] Setting up bn4c_branch2b_p
I0228 11:22:52.441926  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.441929  9676 net.cpp:137] Memory required for data: 3407282176
I0228 11:22:52.441934  9676 net.cpp:465] Sharing parameters 'bn4c_branch2b_mean' owned by layer 'bn4c_branch2b', param index 0
I0228 11:22:52.441939  9676 net.cpp:465] Sharing parameters 'bn4c_branch2b_variance' owned by layer 'bn4c_branch2b', param index 1
I0228 11:22:52.441944  9676 net.cpp:465] Sharing parameters 'bn4c_branch2b_scale_factor' owned by layer 'bn4c_branch2b', param index 2
I0228 11:22:52.441948  9676 layer_factory.hpp:77] Creating layer scale4c_branch2b_p
I0228 11:22:52.441954  9676 net.cpp:84] Creating Layer scale4c_branch2b_p
I0228 11:22:52.441958  9676 net.cpp:406] scale4c_branch2b_p <- res4c_branch2b_p
I0228 11:22:52.441963  9676 net.cpp:367] scale4c_branch2b_p -> res4c_branch2b_p (in-place)
I0228 11:22:52.442018  9676 layer_factory.hpp:77] Creating layer scale4c_branch2b_p
I0228 11:22:52.442189  9676 net.cpp:122] Setting up scale4c_branch2b_p
I0228 11:22:52.442200  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.442204  9676 net.cpp:137] Memory required for data: 3408887808
I0228 11:22:52.442209  9676 net.cpp:465] Sharing parameters 'scale4c_branch2b_alpha' owned by layer 'scale4c_branch2b', param index 0
I0228 11:22:52.442215  9676 net.cpp:465] Sharing parameters 'scale4c_branch2b_beta' owned by layer 'scale4c_branch2b', param index 1
I0228 11:22:52.442220  9676 layer_factory.hpp:77] Creating layer res4c_branch2b_relu_p
I0228 11:22:52.442226  9676 net.cpp:84] Creating Layer res4c_branch2b_relu_p
I0228 11:22:52.442230  9676 net.cpp:406] res4c_branch2b_relu_p <- res4c_branch2b_p
I0228 11:22:52.442235  9676 net.cpp:367] res4c_branch2b_relu_p -> res4c_branch2b_p (in-place)
I0228 11:22:52.442749  9676 net.cpp:122] Setting up res4c_branch2b_relu_p
I0228 11:22:52.442762  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.442766  9676 net.cpp:137] Memory required for data: 3410493440
I0228 11:22:52.442770  9676 layer_factory.hpp:77] Creating layer res4c_branch2c_p
I0228 11:22:52.442781  9676 net.cpp:84] Creating Layer res4c_branch2c_p
I0228 11:22:52.442785  9676 net.cpp:406] res4c_branch2c_p <- res4c_branch2b_p
I0228 11:22:52.442793  9676 net.cpp:380] res4c_branch2c_p -> res4c_branch2c_p
I0228 11:22:52.444927  9676 net.cpp:122] Setting up res4c_branch2c_p
I0228 11:22:52.444943  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.444947  9676 net.cpp:137] Memory required for data: 3416915968
I0228 11:22:52.444953  9676 net.cpp:465] Sharing parameters 'res4c_branch2c_w' owned by layer 'res4c_branch2c', param index 0
I0228 11:22:52.444958  9676 layer_factory.hpp:77] Creating layer bn4c_branch2c_p
I0228 11:22:52.444965  9676 net.cpp:84] Creating Layer bn4c_branch2c_p
I0228 11:22:52.444969  9676 net.cpp:406] bn4c_branch2c_p <- res4c_branch2c_p
I0228 11:22:52.444977  9676 net.cpp:367] bn4c_branch2c_p -> res4c_branch2c_p (in-place)
I0228 11:22:52.445224  9676 net.cpp:122] Setting up bn4c_branch2c_p
I0228 11:22:52.445231  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.445235  9676 net.cpp:137] Memory required for data: 3423338496
I0228 11:22:52.445240  9676 net.cpp:465] Sharing parameters 'bn4c_branch2c_mean' owned by layer 'bn4c_branch2c', param index 0
I0228 11:22:52.445246  9676 net.cpp:465] Sharing parameters 'bn4c_branch2c_variance' owned by layer 'bn4c_branch2c', param index 1
I0228 11:22:52.445250  9676 net.cpp:465] Sharing parameters 'bn4c_branch2c_scale_factor' owned by layer 'bn4c_branch2c', param index 2
I0228 11:22:52.445255  9676 layer_factory.hpp:77] Creating layer scale4c_branch2c_p
I0228 11:22:52.445262  9676 net.cpp:84] Creating Layer scale4c_branch2c_p
I0228 11:22:52.445266  9676 net.cpp:406] scale4c_branch2c_p <- res4c_branch2c_p
I0228 11:22:52.445276  9676 net.cpp:367] scale4c_branch2c_p -> res4c_branch2c_p (in-place)
I0228 11:22:52.445323  9676 layer_factory.hpp:77] Creating layer scale4c_branch2c_p
I0228 11:22:52.445468  9676 net.cpp:122] Setting up scale4c_branch2c_p
I0228 11:22:52.445475  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.445479  9676 net.cpp:137] Memory required for data: 3429761024
I0228 11:22:52.445484  9676 net.cpp:465] Sharing parameters 'scale4c_branch2c_alpha' owned by layer 'scale4c_branch2c', param index 0
I0228 11:22:52.445489  9676 net.cpp:465] Sharing parameters 'scale4c_branch2c_beta' owned by layer 'scale4c_branch2c', param index 1
I0228 11:22:52.445493  9676 layer_factory.hpp:77] Creating layer res4c_p
I0228 11:22:52.445500  9676 net.cpp:84] Creating Layer res4c_p
I0228 11:22:52.445504  9676 net.cpp:406] res4c_p <- res4b_p_res4b_relu_p_0_split_1
I0228 11:22:52.445509  9676 net.cpp:406] res4c_p <- res4c_branch2c_p
I0228 11:22:52.445515  9676 net.cpp:380] res4c_p -> res4c_p
I0228 11:22:52.445547  9676 net.cpp:122] Setting up res4c_p
I0228 11:22:52.445554  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.445557  9676 net.cpp:137] Memory required for data: 3436183552
I0228 11:22:52.445561  9676 layer_factory.hpp:77] Creating layer res4c_relu_p
I0228 11:22:52.445566  9676 net.cpp:84] Creating Layer res4c_relu_p
I0228 11:22:52.445570  9676 net.cpp:406] res4c_relu_p <- res4c_p
I0228 11:22:52.445574  9676 net.cpp:367] res4c_relu_p -> res4c_p (in-place)
I0228 11:22:52.445756  9676 net.cpp:122] Setting up res4c_relu_p
I0228 11:22:52.445765  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.445770  9676 net.cpp:137] Memory required for data: 3442606080
I0228 11:22:52.445773  9676 layer_factory.hpp:77] Creating layer res4c_p_res4c_relu_p_0_split
I0228 11:22:52.445780  9676 net.cpp:84] Creating Layer res4c_p_res4c_relu_p_0_split
I0228 11:22:52.445785  9676 net.cpp:406] res4c_p_res4c_relu_p_0_split <- res4c_p
I0228 11:22:52.445791  9676 net.cpp:380] res4c_p_res4c_relu_p_0_split -> res4c_p_res4c_relu_p_0_split_0
I0228 11:22:52.445797  9676 net.cpp:380] res4c_p_res4c_relu_p_0_split -> res4c_p_res4c_relu_p_0_split_1
I0228 11:22:52.445847  9676 net.cpp:122] Setting up res4c_p_res4c_relu_p_0_split
I0228 11:22:52.445858  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.445863  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.445866  9676 net.cpp:137] Memory required for data: 3455451136
I0228 11:22:52.445870  9676 layer_factory.hpp:77] Creating layer res4d_branch2a_p
I0228 11:22:52.445878  9676 net.cpp:84] Creating Layer res4d_branch2a_p
I0228 11:22:52.445883  9676 net.cpp:406] res4d_branch2a_p <- res4c_p_res4c_relu_p_0_split_0
I0228 11:22:52.445889  9676 net.cpp:380] res4d_branch2a_p -> res4d_branch2a_p
I0228 11:22:52.447191  9676 net.cpp:122] Setting up res4d_branch2a_p
I0228 11:22:52.447206  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.447209  9676 net.cpp:137] Memory required for data: 3457056768
I0228 11:22:52.447216  9676 net.cpp:465] Sharing parameters 'res4d_branch2a_w' owned by layer 'res4d_branch2a', param index 0
I0228 11:22:52.447221  9676 layer_factory.hpp:77] Creating layer bn4d_branch2a_p
I0228 11:22:52.447229  9676 net.cpp:84] Creating Layer bn4d_branch2a_p
I0228 11:22:52.447233  9676 net.cpp:406] bn4d_branch2a_p <- res4d_branch2a_p
I0228 11:22:52.447240  9676 net.cpp:367] bn4d_branch2a_p -> res4d_branch2a_p (in-place)
I0228 11:22:52.447475  9676 net.cpp:122] Setting up bn4d_branch2a_p
I0228 11:22:52.447484  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.447486  9676 net.cpp:137] Memory required for data: 3458662400
I0228 11:22:52.447491  9676 net.cpp:465] Sharing parameters 'bn4d_branch2a_mean' owned by layer 'bn4d_branch2a', param index 0
I0228 11:22:52.447497  9676 net.cpp:465] Sharing parameters 'bn4d_branch2a_variance' owned by layer 'bn4d_branch2a', param index 1
I0228 11:22:52.447502  9676 net.cpp:465] Sharing parameters 'bn4d_branch2a_scale_factor' owned by layer 'bn4d_branch2a', param index 2
I0228 11:22:52.447510  9676 layer_factory.hpp:77] Creating layer scale4d_branch2a_p
I0228 11:22:52.447517  9676 net.cpp:84] Creating Layer scale4d_branch2a_p
I0228 11:22:52.447521  9676 net.cpp:406] scale4d_branch2a_p <- res4d_branch2a_p
I0228 11:22:52.447527  9676 net.cpp:367] scale4d_branch2a_p -> res4d_branch2a_p (in-place)
I0228 11:22:52.447578  9676 layer_factory.hpp:77] Creating layer scale4d_branch2a_p
I0228 11:22:52.447712  9676 net.cpp:122] Setting up scale4d_branch2a_p
I0228 11:22:52.447719  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.447723  9676 net.cpp:137] Memory required for data: 3460268032
I0228 11:22:52.447728  9676 net.cpp:465] Sharing parameters 'scale4d_branch2a_alpha' owned by layer 'scale4d_branch2a', param index 0
I0228 11:22:52.447733  9676 net.cpp:465] Sharing parameters 'scale4d_branch2a_beta' owned by layer 'scale4d_branch2a', param index 1
I0228 11:22:52.447737  9676 layer_factory.hpp:77] Creating layer res4d_branch2a_relu_p
I0228 11:22:52.447743  9676 net.cpp:84] Creating Layer res4d_branch2a_relu_p
I0228 11:22:52.447747  9676 net.cpp:406] res4d_branch2a_relu_p <- res4d_branch2a_p
I0228 11:22:52.447753  9676 net.cpp:367] res4d_branch2a_relu_p -> res4d_branch2a_p (in-place)
I0228 11:22:52.447930  9676 net.cpp:122] Setting up res4d_branch2a_relu_p
I0228 11:22:52.447938  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.447942  9676 net.cpp:137] Memory required for data: 3461873664
I0228 11:22:52.447947  9676 layer_factory.hpp:77] Creating layer res4d_branch2b_p
I0228 11:22:52.447955  9676 net.cpp:84] Creating Layer res4d_branch2b_p
I0228 11:22:52.447959  9676 net.cpp:406] res4d_branch2b_p <- res4d_branch2a_p
I0228 11:22:52.447966  9676 net.cpp:380] res4d_branch2b_p -> res4d_branch2b_p
I0228 11:22:52.450706  9676 net.cpp:122] Setting up res4d_branch2b_p
I0228 11:22:52.450721  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.450726  9676 net.cpp:137] Memory required for data: 3463479296
I0228 11:22:52.450731  9676 net.cpp:465] Sharing parameters 'res4d_branch2b_w' owned by layer 'res4d_branch2b', param index 0
I0228 11:22:52.450737  9676 layer_factory.hpp:77] Creating layer bn4d_branch2b_p
I0228 11:22:52.450745  9676 net.cpp:84] Creating Layer bn4d_branch2b_p
I0228 11:22:52.450749  9676 net.cpp:406] bn4d_branch2b_p <- res4d_branch2b_p
I0228 11:22:52.450757  9676 net.cpp:367] bn4d_branch2b_p -> res4d_branch2b_p (in-place)
I0228 11:22:52.451006  9676 net.cpp:122] Setting up bn4d_branch2b_p
I0228 11:22:52.451014  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.451017  9676 net.cpp:137] Memory required for data: 3465084928
I0228 11:22:52.451023  9676 net.cpp:465] Sharing parameters 'bn4d_branch2b_mean' owned by layer 'bn4d_branch2b', param index 0
I0228 11:22:52.451030  9676 net.cpp:465] Sharing parameters 'bn4d_branch2b_variance' owned by layer 'bn4d_branch2b', param index 1
I0228 11:22:52.451033  9676 net.cpp:465] Sharing parameters 'bn4d_branch2b_scale_factor' owned by layer 'bn4d_branch2b', param index 2
I0228 11:22:52.451037  9676 layer_factory.hpp:77] Creating layer scale4d_branch2b_p
I0228 11:22:52.451045  9676 net.cpp:84] Creating Layer scale4d_branch2b_p
I0228 11:22:52.451048  9676 net.cpp:406] scale4d_branch2b_p <- res4d_branch2b_p
I0228 11:22:52.451056  9676 net.cpp:367] scale4d_branch2b_p -> res4d_branch2b_p (in-place)
I0228 11:22:52.451110  9676 layer_factory.hpp:77] Creating layer scale4d_branch2b_p
I0228 11:22:52.451248  9676 net.cpp:122] Setting up scale4d_branch2b_p
I0228 11:22:52.451256  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.451258  9676 net.cpp:137] Memory required for data: 3466690560
I0228 11:22:52.451264  9676 net.cpp:465] Sharing parameters 'scale4d_branch2b_alpha' owned by layer 'scale4d_branch2b', param index 0
I0228 11:22:52.451269  9676 net.cpp:465] Sharing parameters 'scale4d_branch2b_beta' owned by layer 'scale4d_branch2b', param index 1
I0228 11:22:52.451273  9676 layer_factory.hpp:77] Creating layer res4d_branch2b_relu_p
I0228 11:22:52.451279  9676 net.cpp:84] Creating Layer res4d_branch2b_relu_p
I0228 11:22:52.451287  9676 net.cpp:406] res4d_branch2b_relu_p <- res4d_branch2b_p
I0228 11:22:52.451292  9676 net.cpp:367] res4d_branch2b_relu_p -> res4d_branch2b_p (in-place)
I0228 11:22:52.451479  9676 net.cpp:122] Setting up res4d_branch2b_relu_p
I0228 11:22:52.451488  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.451491  9676 net.cpp:137] Memory required for data: 3468296192
I0228 11:22:52.451496  9676 layer_factory.hpp:77] Creating layer res4d_branch2c_p
I0228 11:22:52.451505  9676 net.cpp:84] Creating Layer res4d_branch2c_p
I0228 11:22:52.451509  9676 net.cpp:406] res4d_branch2c_p <- res4d_branch2b_p
I0228 11:22:52.451517  9676 net.cpp:380] res4d_branch2c_p -> res4d_branch2c_p
I0228 11:22:52.453625  9676 net.cpp:122] Setting up res4d_branch2c_p
I0228 11:22:52.453640  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.453644  9676 net.cpp:137] Memory required for data: 3474718720
I0228 11:22:52.453650  9676 net.cpp:465] Sharing parameters 'res4d_branch2c_w' owned by layer 'res4d_branch2c', param index 0
I0228 11:22:52.453655  9676 layer_factory.hpp:77] Creating layer bn4d_branch2c_p
I0228 11:22:52.453663  9676 net.cpp:84] Creating Layer bn4d_branch2c_p
I0228 11:22:52.453668  9676 net.cpp:406] bn4d_branch2c_p <- res4d_branch2c_p
I0228 11:22:52.453675  9676 net.cpp:367] bn4d_branch2c_p -> res4d_branch2c_p (in-place)
I0228 11:22:52.453922  9676 net.cpp:122] Setting up bn4d_branch2c_p
I0228 11:22:52.453929  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.453933  9676 net.cpp:137] Memory required for data: 3481141248
I0228 11:22:52.453938  9676 net.cpp:465] Sharing parameters 'bn4d_branch2c_mean' owned by layer 'bn4d_branch2c', param index 0
I0228 11:22:52.453943  9676 net.cpp:465] Sharing parameters 'bn4d_branch2c_variance' owned by layer 'bn4d_branch2c', param index 1
I0228 11:22:52.453948  9676 net.cpp:465] Sharing parameters 'bn4d_branch2c_scale_factor' owned by layer 'bn4d_branch2c', param index 2
I0228 11:22:52.453951  9676 layer_factory.hpp:77] Creating layer scale4d_branch2c_p
I0228 11:22:52.453958  9676 net.cpp:84] Creating Layer scale4d_branch2c_p
I0228 11:22:52.453963  9676 net.cpp:406] scale4d_branch2c_p <- res4d_branch2c_p
I0228 11:22:52.453969  9676 net.cpp:367] scale4d_branch2c_p -> res4d_branch2c_p (in-place)
I0228 11:22:52.454015  9676 layer_factory.hpp:77] Creating layer scale4d_branch2c_p
I0228 11:22:52.454192  9676 net.cpp:122] Setting up scale4d_branch2c_p
I0228 11:22:52.454201  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.454205  9676 net.cpp:137] Memory required for data: 3487563776
I0228 11:22:52.454210  9676 net.cpp:465] Sharing parameters 'scale4d_branch2c_alpha' owned by layer 'scale4d_branch2c', param index 0
I0228 11:22:52.454216  9676 net.cpp:465] Sharing parameters 'scale4d_branch2c_beta' owned by layer 'scale4d_branch2c', param index 1
I0228 11:22:52.454221  9676 layer_factory.hpp:77] Creating layer res4d_p
I0228 11:22:52.454228  9676 net.cpp:84] Creating Layer res4d_p
I0228 11:22:52.454232  9676 net.cpp:406] res4d_p <- res4c_p_res4c_relu_p_0_split_1
I0228 11:22:52.454238  9676 net.cpp:406] res4d_p <- res4d_branch2c_p
I0228 11:22:52.454246  9676 net.cpp:380] res4d_p -> res4d_p
I0228 11:22:52.454277  9676 net.cpp:122] Setting up res4d_p
I0228 11:22:52.454286  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.454290  9676 net.cpp:137] Memory required for data: 3493986304
I0228 11:22:52.454294  9676 layer_factory.hpp:77] Creating layer res4d_relu_p
I0228 11:22:52.454300  9676 net.cpp:84] Creating Layer res4d_relu_p
I0228 11:22:52.454304  9676 net.cpp:406] res4d_relu_p <- res4d_p
I0228 11:22:52.454309  9676 net.cpp:367] res4d_relu_p -> res4d_p (in-place)
I0228 11:22:52.454515  9676 net.cpp:122] Setting up res4d_relu_p
I0228 11:22:52.454524  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.454529  9676 net.cpp:137] Memory required for data: 3500408832
I0228 11:22:52.454532  9676 layer_factory.hpp:77] Creating layer res4d_p_res4d_relu_p_0_split
I0228 11:22:52.454540  9676 net.cpp:84] Creating Layer res4d_p_res4d_relu_p_0_split
I0228 11:22:52.454545  9676 net.cpp:406] res4d_p_res4d_relu_p_0_split <- res4d_p
I0228 11:22:52.454551  9676 net.cpp:380] res4d_p_res4d_relu_p_0_split -> res4d_p_res4d_relu_p_0_split_0
I0228 11:22:52.454560  9676 net.cpp:380] res4d_p_res4d_relu_p_0_split -> res4d_p_res4d_relu_p_0_split_1
I0228 11:22:52.454610  9676 net.cpp:122] Setting up res4d_p_res4d_relu_p_0_split
I0228 11:22:52.454617  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.454622  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.454625  9676 net.cpp:137] Memory required for data: 3513253888
I0228 11:22:52.454629  9676 layer_factory.hpp:77] Creating layer res4e_branch2a_p
I0228 11:22:52.454641  9676 net.cpp:84] Creating Layer res4e_branch2a_p
I0228 11:22:52.454645  9676 net.cpp:406] res4e_branch2a_p <- res4d_p_res4d_relu_p_0_split_0
I0228 11:22:52.454653  9676 net.cpp:380] res4e_branch2a_p -> res4e_branch2a_p
I0228 11:22:52.455905  9676 net.cpp:122] Setting up res4e_branch2a_p
I0228 11:22:52.455919  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.455922  9676 net.cpp:137] Memory required for data: 3514859520
I0228 11:22:52.455929  9676 net.cpp:465] Sharing parameters 'res4e_branch2a_w' owned by layer 'res4e_branch2a', param index 0
I0228 11:22:52.455935  9676 layer_factory.hpp:77] Creating layer bn4e_branch2a_p
I0228 11:22:52.455943  9676 net.cpp:84] Creating Layer bn4e_branch2a_p
I0228 11:22:52.455947  9676 net.cpp:406] bn4e_branch2a_p <- res4e_branch2a_p
I0228 11:22:52.455955  9676 net.cpp:367] bn4e_branch2a_p -> res4e_branch2a_p (in-place)
I0228 11:22:52.456197  9676 net.cpp:122] Setting up bn4e_branch2a_p
I0228 11:22:52.456204  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.456207  9676 net.cpp:137] Memory required for data: 3516465152
I0228 11:22:52.456213  9676 net.cpp:465] Sharing parameters 'bn4e_branch2a_mean' owned by layer 'bn4e_branch2a', param index 0
I0228 11:22:52.456218  9676 net.cpp:465] Sharing parameters 'bn4e_branch2a_variance' owned by layer 'bn4e_branch2a', param index 1
I0228 11:22:52.456223  9676 net.cpp:465] Sharing parameters 'bn4e_branch2a_scale_factor' owned by layer 'bn4e_branch2a', param index 2
I0228 11:22:52.456226  9676 layer_factory.hpp:77] Creating layer scale4e_branch2a_p
I0228 11:22:52.456235  9676 net.cpp:84] Creating Layer scale4e_branch2a_p
I0228 11:22:52.456238  9676 net.cpp:406] scale4e_branch2a_p <- res4e_branch2a_p
I0228 11:22:52.456243  9676 net.cpp:367] scale4e_branch2a_p -> res4e_branch2a_p (in-place)
I0228 11:22:52.456295  9676 layer_factory.hpp:77] Creating layer scale4e_branch2a_p
I0228 11:22:52.456435  9676 net.cpp:122] Setting up scale4e_branch2a_p
I0228 11:22:52.456442  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.456445  9676 net.cpp:137] Memory required for data: 3518070784
I0228 11:22:52.456450  9676 net.cpp:465] Sharing parameters 'scale4e_branch2a_alpha' owned by layer 'scale4e_branch2a', param index 0
I0228 11:22:52.456456  9676 net.cpp:465] Sharing parameters 'scale4e_branch2a_beta' owned by layer 'scale4e_branch2a', param index 1
I0228 11:22:52.456461  9676 layer_factory.hpp:77] Creating layer res4e_branch2a_relu_p
I0228 11:22:52.456467  9676 net.cpp:84] Creating Layer res4e_branch2a_relu_p
I0228 11:22:52.456471  9676 net.cpp:406] res4e_branch2a_relu_p <- res4e_branch2a_p
I0228 11:22:52.456477  9676 net.cpp:367] res4e_branch2a_relu_p -> res4e_branch2a_p (in-place)
I0228 11:22:52.456971  9676 net.cpp:122] Setting up res4e_branch2a_relu_p
I0228 11:22:52.456985  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.456989  9676 net.cpp:137] Memory required for data: 3519676416
I0228 11:22:52.456993  9676 layer_factory.hpp:77] Creating layer res4e_branch2b_p
I0228 11:22:52.457003  9676 net.cpp:84] Creating Layer res4e_branch2b_p
I0228 11:22:52.457007  9676 net.cpp:406] res4e_branch2b_p <- res4e_branch2a_p
I0228 11:22:52.457015  9676 net.cpp:380] res4e_branch2b_p -> res4e_branch2b_p
I0228 11:22:52.459451  9676 net.cpp:122] Setting up res4e_branch2b_p
I0228 11:22:52.459468  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.459473  9676 net.cpp:137] Memory required for data: 3521282048
I0228 11:22:52.459480  9676 net.cpp:465] Sharing parameters 'res4e_branch2b_w' owned by layer 'res4e_branch2b', param index 0
I0228 11:22:52.459484  9676 layer_factory.hpp:77] Creating layer bn4e_branch2b_p
I0228 11:22:52.459493  9676 net.cpp:84] Creating Layer bn4e_branch2b_p
I0228 11:22:52.459497  9676 net.cpp:406] bn4e_branch2b_p <- res4e_branch2b_p
I0228 11:22:52.459504  9676 net.cpp:367] bn4e_branch2b_p -> res4e_branch2b_p (in-place)
I0228 11:22:52.459755  9676 net.cpp:122] Setting up bn4e_branch2b_p
I0228 11:22:52.459764  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.459766  9676 net.cpp:137] Memory required for data: 3522887680
I0228 11:22:52.459772  9676 net.cpp:465] Sharing parameters 'bn4e_branch2b_mean' owned by layer 'bn4e_branch2b', param index 0
I0228 11:22:52.459777  9676 net.cpp:465] Sharing parameters 'bn4e_branch2b_variance' owned by layer 'bn4e_branch2b', param index 1
I0228 11:22:52.459782  9676 net.cpp:465] Sharing parameters 'bn4e_branch2b_scale_factor' owned by layer 'bn4e_branch2b', param index 2
I0228 11:22:52.459787  9676 layer_factory.hpp:77] Creating layer scale4e_branch2b_p
I0228 11:22:52.459794  9676 net.cpp:84] Creating Layer scale4e_branch2b_p
I0228 11:22:52.459798  9676 net.cpp:406] scale4e_branch2b_p <- res4e_branch2b_p
I0228 11:22:52.459805  9676 net.cpp:367] scale4e_branch2b_p -> res4e_branch2b_p (in-place)
I0228 11:22:52.459853  9676 layer_factory.hpp:77] Creating layer scale4e_branch2b_p
I0228 11:22:52.459995  9676 net.cpp:122] Setting up scale4e_branch2b_p
I0228 11:22:52.460002  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.460005  9676 net.cpp:137] Memory required for data: 3524493312
I0228 11:22:52.460011  9676 net.cpp:465] Sharing parameters 'scale4e_branch2b_alpha' owned by layer 'scale4e_branch2b', param index 0
I0228 11:22:52.460016  9676 net.cpp:465] Sharing parameters 'scale4e_branch2b_beta' owned by layer 'scale4e_branch2b', param index 1
I0228 11:22:52.460019  9676 layer_factory.hpp:77] Creating layer res4e_branch2b_relu_p
I0228 11:22:52.460026  9676 net.cpp:84] Creating Layer res4e_branch2b_relu_p
I0228 11:22:52.460029  9676 net.cpp:406] res4e_branch2b_relu_p <- res4e_branch2b_p
I0228 11:22:52.460036  9676 net.cpp:367] res4e_branch2b_relu_p -> res4e_branch2b_p (in-place)
I0228 11:22:52.460525  9676 net.cpp:122] Setting up res4e_branch2b_relu_p
I0228 11:22:52.460539  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.460542  9676 net.cpp:137] Memory required for data: 3526098944
I0228 11:22:52.460546  9676 layer_factory.hpp:77] Creating layer res4e_branch2c_p
I0228 11:22:52.460556  9676 net.cpp:84] Creating Layer res4e_branch2c_p
I0228 11:22:52.460561  9676 net.cpp:406] res4e_branch2c_p <- res4e_branch2b_p
I0228 11:22:52.460567  9676 net.cpp:380] res4e_branch2c_p -> res4e_branch2c_p
I0228 11:22:52.462821  9676 net.cpp:122] Setting up res4e_branch2c_p
I0228 11:22:52.462837  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.462841  9676 net.cpp:137] Memory required for data: 3532521472
I0228 11:22:52.462846  9676 net.cpp:465] Sharing parameters 'res4e_branch2c_w' owned by layer 'res4e_branch2c', param index 0
I0228 11:22:52.462852  9676 layer_factory.hpp:77] Creating layer bn4e_branch2c_p
I0228 11:22:52.462862  9676 net.cpp:84] Creating Layer bn4e_branch2c_p
I0228 11:22:52.462865  9676 net.cpp:406] bn4e_branch2c_p <- res4e_branch2c_p
I0228 11:22:52.462872  9676 net.cpp:367] bn4e_branch2c_p -> res4e_branch2c_p (in-place)
I0228 11:22:52.463129  9676 net.cpp:122] Setting up bn4e_branch2c_p
I0228 11:22:52.463137  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.463141  9676 net.cpp:137] Memory required for data: 3538944000
I0228 11:22:52.463146  9676 net.cpp:465] Sharing parameters 'bn4e_branch2c_mean' owned by layer 'bn4e_branch2c', param index 0
I0228 11:22:52.463152  9676 net.cpp:465] Sharing parameters 'bn4e_branch2c_variance' owned by layer 'bn4e_branch2c', param index 1
I0228 11:22:52.463160  9676 net.cpp:465] Sharing parameters 'bn4e_branch2c_scale_factor' owned by layer 'bn4e_branch2c', param index 2
I0228 11:22:52.463163  9676 layer_factory.hpp:77] Creating layer scale4e_branch2c_p
I0228 11:22:52.463171  9676 net.cpp:84] Creating Layer scale4e_branch2c_p
I0228 11:22:52.463176  9676 net.cpp:406] scale4e_branch2c_p <- res4e_branch2c_p
I0228 11:22:52.463181  9676 net.cpp:367] scale4e_branch2c_p -> res4e_branch2c_p (in-place)
I0228 11:22:52.463232  9676 layer_factory.hpp:77] Creating layer scale4e_branch2c_p
I0228 11:22:52.463382  9676 net.cpp:122] Setting up scale4e_branch2c_p
I0228 11:22:52.463390  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.463394  9676 net.cpp:137] Memory required for data: 3545366528
I0228 11:22:52.463399  9676 net.cpp:465] Sharing parameters 'scale4e_branch2c_alpha' owned by layer 'scale4e_branch2c', param index 0
I0228 11:22:52.463404  9676 net.cpp:465] Sharing parameters 'scale4e_branch2c_beta' owned by layer 'scale4e_branch2c', param index 1
I0228 11:22:52.463408  9676 layer_factory.hpp:77] Creating layer res4e_p
I0228 11:22:52.463414  9676 net.cpp:84] Creating Layer res4e_p
I0228 11:22:52.463418  9676 net.cpp:406] res4e_p <- res4d_p_res4d_relu_p_0_split_1
I0228 11:22:52.463423  9676 net.cpp:406] res4e_p <- res4e_branch2c_p
I0228 11:22:52.463430  9676 net.cpp:380] res4e_p -> res4e_p
I0228 11:22:52.463461  9676 net.cpp:122] Setting up res4e_p
I0228 11:22:52.463469  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.463471  9676 net.cpp:137] Memory required for data: 3551789056
I0228 11:22:52.463476  9676 layer_factory.hpp:77] Creating layer res4e_relu_p
I0228 11:22:52.463482  9676 net.cpp:84] Creating Layer res4e_relu_p
I0228 11:22:52.463485  9676 net.cpp:406] res4e_relu_p <- res4e_p
I0228 11:22:52.463491  9676 net.cpp:367] res4e_relu_p -> res4e_p (in-place)
I0228 11:22:52.463671  9676 net.cpp:122] Setting up res4e_relu_p
I0228 11:22:52.463680  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.463685  9676 net.cpp:137] Memory required for data: 3558211584
I0228 11:22:52.463687  9676 layer_factory.hpp:77] Creating layer res4e_p_res4e_relu_p_0_split
I0228 11:22:52.463696  9676 net.cpp:84] Creating Layer res4e_p_res4e_relu_p_0_split
I0228 11:22:52.463699  9676 net.cpp:406] res4e_p_res4e_relu_p_0_split <- res4e_p
I0228 11:22:52.463706  9676 net.cpp:380] res4e_p_res4e_relu_p_0_split -> res4e_p_res4e_relu_p_0_split_0
I0228 11:22:52.463711  9676 net.cpp:380] res4e_p_res4e_relu_p_0_split -> res4e_p_res4e_relu_p_0_split_1
I0228 11:22:52.463764  9676 net.cpp:122] Setting up res4e_p_res4e_relu_p_0_split
I0228 11:22:52.463771  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.463776  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.463779  9676 net.cpp:137] Memory required for data: 3571056640
I0228 11:22:52.463783  9676 layer_factory.hpp:77] Creating layer res4f_branch2a_p
I0228 11:22:52.463791  9676 net.cpp:84] Creating Layer res4f_branch2a_p
I0228 11:22:52.463795  9676 net.cpp:406] res4f_branch2a_p <- res4e_p_res4e_relu_p_0_split_0
I0228 11:22:52.463805  9676 net.cpp:380] res4f_branch2a_p -> res4f_branch2a_p
I0228 11:22:52.465076  9676 net.cpp:122] Setting up res4f_branch2a_p
I0228 11:22:52.465090  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.465095  9676 net.cpp:137] Memory required for data: 3572662272
I0228 11:22:52.465101  9676 net.cpp:465] Sharing parameters 'res4f_branch2a_w' owned by layer 'res4f_branch2a', param index 0
I0228 11:22:52.465106  9676 layer_factory.hpp:77] Creating layer bn4f_branch2a_p
I0228 11:22:52.465114  9676 net.cpp:84] Creating Layer bn4f_branch2a_p
I0228 11:22:52.465118  9676 net.cpp:406] bn4f_branch2a_p <- res4f_branch2a_p
I0228 11:22:52.465126  9676 net.cpp:367] bn4f_branch2a_p -> res4f_branch2a_p (in-place)
I0228 11:22:52.465369  9676 net.cpp:122] Setting up bn4f_branch2a_p
I0228 11:22:52.465378  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.465380  9676 net.cpp:137] Memory required for data: 3574267904
I0228 11:22:52.465389  9676 net.cpp:465] Sharing parameters 'bn4f_branch2a_mean' owned by layer 'bn4f_branch2a', param index 0
I0228 11:22:52.465395  9676 net.cpp:465] Sharing parameters 'bn4f_branch2a_variance' owned by layer 'bn4f_branch2a', param index 1
I0228 11:22:52.465400  9676 net.cpp:465] Sharing parameters 'bn4f_branch2a_scale_factor' owned by layer 'bn4f_branch2a', param index 2
I0228 11:22:52.465404  9676 layer_factory.hpp:77] Creating layer scale4f_branch2a_p
I0228 11:22:52.465410  9676 net.cpp:84] Creating Layer scale4f_branch2a_p
I0228 11:22:52.465415  9676 net.cpp:406] scale4f_branch2a_p <- res4f_branch2a_p
I0228 11:22:52.465421  9676 net.cpp:367] scale4f_branch2a_p -> res4f_branch2a_p (in-place)
I0228 11:22:52.465472  9676 layer_factory.hpp:77] Creating layer scale4f_branch2a_p
I0228 11:22:52.465615  9676 net.cpp:122] Setting up scale4f_branch2a_p
I0228 11:22:52.465622  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.465626  9676 net.cpp:137] Memory required for data: 3575873536
I0228 11:22:52.465631  9676 net.cpp:465] Sharing parameters 'scale4f_branch2a_alpha' owned by layer 'scale4f_branch2a', param index 0
I0228 11:22:52.465637  9676 net.cpp:465] Sharing parameters 'scale4f_branch2a_beta' owned by layer 'scale4f_branch2a', param index 1
I0228 11:22:52.465641  9676 layer_factory.hpp:77] Creating layer res4f_branch2a_relu_p
I0228 11:22:52.465646  9676 net.cpp:84] Creating Layer res4f_branch2a_relu_p
I0228 11:22:52.465651  9676 net.cpp:406] res4f_branch2a_relu_p <- res4f_branch2a_p
I0228 11:22:52.465656  9676 net.cpp:367] res4f_branch2a_relu_p -> res4f_branch2a_p (in-place)
I0228 11:22:52.465834  9676 net.cpp:122] Setting up res4f_branch2a_relu_p
I0228 11:22:52.465843  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.465847  9676 net.cpp:137] Memory required for data: 3577479168
I0228 11:22:52.465852  9676 layer_factory.hpp:77] Creating layer res4f_branch2b_p
I0228 11:22:52.465862  9676 net.cpp:84] Creating Layer res4f_branch2b_p
I0228 11:22:52.465867  9676 net.cpp:406] res4f_branch2b_p <- res4f_branch2a_p
I0228 11:22:52.465873  9676 net.cpp:380] res4f_branch2b_p -> res4f_branch2b_p
I0228 11:22:52.468945  9676 net.cpp:122] Setting up res4f_branch2b_p
I0228 11:22:52.468960  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.468963  9676 net.cpp:137] Memory required for data: 3579084800
I0228 11:22:52.468969  9676 net.cpp:465] Sharing parameters 'res4f_branch2b_w' owned by layer 'res4f_branch2b', param index 0
I0228 11:22:52.468974  9676 layer_factory.hpp:77] Creating layer bn4f_branch2b_p
I0228 11:22:52.468982  9676 net.cpp:84] Creating Layer bn4f_branch2b_p
I0228 11:22:52.468987  9676 net.cpp:406] bn4f_branch2b_p <- res4f_branch2b_p
I0228 11:22:52.468994  9676 net.cpp:367] bn4f_branch2b_p -> res4f_branch2b_p (in-place)
I0228 11:22:52.469249  9676 net.cpp:122] Setting up bn4f_branch2b_p
I0228 11:22:52.469255  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.469259  9676 net.cpp:137] Memory required for data: 3580690432
I0228 11:22:52.469265  9676 net.cpp:465] Sharing parameters 'bn4f_branch2b_mean' owned by layer 'bn4f_branch2b', param index 0
I0228 11:22:52.469270  9676 net.cpp:465] Sharing parameters 'bn4f_branch2b_variance' owned by layer 'bn4f_branch2b', param index 1
I0228 11:22:52.469275  9676 net.cpp:465] Sharing parameters 'bn4f_branch2b_scale_factor' owned by layer 'bn4f_branch2b', param index 2
I0228 11:22:52.469280  9676 layer_factory.hpp:77] Creating layer scale4f_branch2b_p
I0228 11:22:52.469285  9676 net.cpp:84] Creating Layer scale4f_branch2b_p
I0228 11:22:52.469290  9676 net.cpp:406] scale4f_branch2b_p <- res4f_branch2b_p
I0228 11:22:52.469295  9676 net.cpp:367] scale4f_branch2b_p -> res4f_branch2b_p (in-place)
I0228 11:22:52.469347  9676 layer_factory.hpp:77] Creating layer scale4f_branch2b_p
I0228 11:22:52.469492  9676 net.cpp:122] Setting up scale4f_branch2b_p
I0228 11:22:52.469499  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.469503  9676 net.cpp:137] Memory required for data: 3582296064
I0228 11:22:52.469511  9676 net.cpp:465] Sharing parameters 'scale4f_branch2b_alpha' owned by layer 'scale4f_branch2b', param index 0
I0228 11:22:52.469517  9676 net.cpp:465] Sharing parameters 'scale4f_branch2b_beta' owned by layer 'scale4f_branch2b', param index 1
I0228 11:22:52.469522  9676 layer_factory.hpp:77] Creating layer res4f_branch2b_relu_p
I0228 11:22:52.469528  9676 net.cpp:84] Creating Layer res4f_branch2b_relu_p
I0228 11:22:52.469532  9676 net.cpp:406] res4f_branch2b_relu_p <- res4f_branch2b_p
I0228 11:22:52.469537  9676 net.cpp:367] res4f_branch2b_relu_p -> res4f_branch2b_p (in-place)
I0228 11:22:52.469730  9676 net.cpp:122] Setting up res4f_branch2b_relu_p
I0228 11:22:52.469740  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.469743  9676 net.cpp:137] Memory required for data: 3583901696
I0228 11:22:52.469748  9676 layer_factory.hpp:77] Creating layer res4f_branch2c_p
I0228 11:22:52.469758  9676 net.cpp:84] Creating Layer res4f_branch2c_p
I0228 11:22:52.469761  9676 net.cpp:406] res4f_branch2c_p <- res4f_branch2b_p
I0228 11:22:52.469769  9676 net.cpp:380] res4f_branch2c_p -> res4f_branch2c_p
I0228 11:22:52.471962  9676 net.cpp:122] Setting up res4f_branch2c_p
I0228 11:22:52.471976  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.471981  9676 net.cpp:137] Memory required for data: 3590324224
I0228 11:22:52.471987  9676 net.cpp:465] Sharing parameters 'res4f_branch2c_w' owned by layer 'res4f_branch2c', param index 0
I0228 11:22:52.471992  9676 layer_factory.hpp:77] Creating layer bn4f_branch2c_p
I0228 11:22:52.471999  9676 net.cpp:84] Creating Layer bn4f_branch2c_p
I0228 11:22:52.472004  9676 net.cpp:406] bn4f_branch2c_p <- res4f_branch2c_p
I0228 11:22:52.472010  9676 net.cpp:367] bn4f_branch2c_p -> res4f_branch2c_p (in-place)
I0228 11:22:52.472266  9676 net.cpp:122] Setting up bn4f_branch2c_p
I0228 11:22:52.472273  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.472277  9676 net.cpp:137] Memory required for data: 3596746752
I0228 11:22:52.472283  9676 net.cpp:465] Sharing parameters 'bn4f_branch2c_mean' owned by layer 'bn4f_branch2c', param index 0
I0228 11:22:52.472288  9676 net.cpp:465] Sharing parameters 'bn4f_branch2c_variance' owned by layer 'bn4f_branch2c', param index 1
I0228 11:22:52.472293  9676 net.cpp:465] Sharing parameters 'bn4f_branch2c_scale_factor' owned by layer 'bn4f_branch2c', param index 2
I0228 11:22:52.472298  9676 layer_factory.hpp:77] Creating layer scale4f_branch2c_p
I0228 11:22:52.472304  9676 net.cpp:84] Creating Layer scale4f_branch2c_p
I0228 11:22:52.472308  9676 net.cpp:406] scale4f_branch2c_p <- res4f_branch2c_p
I0228 11:22:52.472313  9676 net.cpp:367] scale4f_branch2c_p -> res4f_branch2c_p (in-place)
I0228 11:22:52.472365  9676 layer_factory.hpp:77] Creating layer scale4f_branch2c_p
I0228 11:22:52.472512  9676 net.cpp:122] Setting up scale4f_branch2c_p
I0228 11:22:52.472522  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.472524  9676 net.cpp:137] Memory required for data: 3603169280
I0228 11:22:52.472529  9676 net.cpp:465] Sharing parameters 'scale4f_branch2c_alpha' owned by layer 'scale4f_branch2c', param index 0
I0228 11:22:52.472535  9676 net.cpp:465] Sharing parameters 'scale4f_branch2c_beta' owned by layer 'scale4f_branch2c', param index 1
I0228 11:22:52.472539  9676 layer_factory.hpp:77] Creating layer res4f_p
I0228 11:22:52.472545  9676 net.cpp:84] Creating Layer res4f_p
I0228 11:22:52.472549  9676 net.cpp:406] res4f_p <- res4e_p_res4e_relu_p_0_split_1
I0228 11:22:52.472554  9676 net.cpp:406] res4f_p <- res4f_branch2c_p
I0228 11:22:52.472559  9676 net.cpp:380] res4f_p -> res4f_p
I0228 11:22:52.472591  9676 net.cpp:122] Setting up res4f_p
I0228 11:22:52.472599  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.472601  9676 net.cpp:137] Memory required for data: 3609591808
I0228 11:22:52.472605  9676 layer_factory.hpp:77] Creating layer res4f_relu_p
I0228 11:22:52.472610  9676 net.cpp:84] Creating Layer res4f_relu_p
I0228 11:22:52.472615  9676 net.cpp:406] res4f_relu_p <- res4f_p
I0228 11:22:52.472622  9676 net.cpp:367] res4f_relu_p -> res4f_p (in-place)
I0228 11:22:52.472802  9676 net.cpp:122] Setting up res4f_relu_p
I0228 11:22:52.472811  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.472815  9676 net.cpp:137] Memory required for data: 3616014336
I0228 11:22:52.472820  9676 layer_factory.hpp:77] Creating layer res4f_p_res4f_relu_p_0_split
I0228 11:22:52.472826  9676 net.cpp:84] Creating Layer res4f_p_res4f_relu_p_0_split
I0228 11:22:52.472829  9676 net.cpp:406] res4f_p_res4f_relu_p_0_split <- res4f_p
I0228 11:22:52.472836  9676 net.cpp:380] res4f_p_res4f_relu_p_0_split -> res4f_p_res4f_relu_p_0_split_0
I0228 11:22:52.472842  9676 net.cpp:380] res4f_p_res4f_relu_p_0_split -> res4f_p_res4f_relu_p_0_split_1
I0228 11:22:52.472896  9676 net.cpp:122] Setting up res4f_p_res4f_relu_p_0_split
I0228 11:22:52.472903  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.472908  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.472911  9676 net.cpp:137] Memory required for data: 3628859392
I0228 11:22:52.472915  9676 layer_factory.hpp:77] Creating layer res5a_branch1_p
I0228 11:22:52.472928  9676 net.cpp:84] Creating Layer res5a_branch1_p
I0228 11:22:52.472932  9676 net.cpp:406] res5a_branch1_p <- res4f_p_res4f_relu_p_0_split_0
I0228 11:22:52.472937  9676 net.cpp:380] res5a_branch1_p -> res5a_branch1_p
I0228 11:22:52.477798  9676 net.cpp:122] Setting up res5a_branch1_p
I0228 11:22:52.477819  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.477823  9676 net.cpp:137] Memory required for data: 3632070656
I0228 11:22:52.477830  9676 net.cpp:465] Sharing parameters 'res5a_branch1_w' owned by layer 'res5a_branch1', param index 0
I0228 11:22:52.477835  9676 layer_factory.hpp:77] Creating layer bn5a_branch1_p
I0228 11:22:52.477845  9676 net.cpp:84] Creating Layer bn5a_branch1_p
I0228 11:22:52.477850  9676 net.cpp:406] bn5a_branch1_p <- res5a_branch1_p
I0228 11:22:52.477856  9676 net.cpp:367] bn5a_branch1_p -> res5a_branch1_p (in-place)
I0228 11:22:52.478173  9676 net.cpp:122] Setting up bn5a_branch1_p
I0228 11:22:52.478183  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.478185  9676 net.cpp:137] Memory required for data: 3635281920
I0228 11:22:52.478193  9676 net.cpp:465] Sharing parameters 'bn5a_branch1_mean' owned by layer 'bn5a_branch1', param index 0
I0228 11:22:52.478197  9676 net.cpp:465] Sharing parameters 'bn5a_branch1_variance' owned by layer 'bn5a_branch1', param index 1
I0228 11:22:52.478202  9676 net.cpp:465] Sharing parameters 'bn5a_branch1_scale_factor' owned by layer 'bn5a_branch1', param index 2
I0228 11:22:52.478209  9676 layer_factory.hpp:77] Creating layer scale5a_branch1_p
I0228 11:22:52.478215  9676 net.cpp:84] Creating Layer scale5a_branch1_p
I0228 11:22:52.478219  9676 net.cpp:406] scale5a_branch1_p <- res5a_branch1_p
I0228 11:22:52.478226  9676 net.cpp:367] scale5a_branch1_p -> res5a_branch1_p (in-place)
I0228 11:22:52.478283  9676 layer_factory.hpp:77] Creating layer scale5a_branch1_p
I0228 11:22:52.478459  9676 net.cpp:122] Setting up scale5a_branch1_p
I0228 11:22:52.478468  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.478471  9676 net.cpp:137] Memory required for data: 3638493184
I0228 11:22:52.478477  9676 net.cpp:465] Sharing parameters 'scale5a_branch1_alpha' owned by layer 'scale5a_branch1', param index 0
I0228 11:22:52.478482  9676 net.cpp:465] Sharing parameters 'scale5a_branch1_beta' owned by layer 'scale5a_branch1', param index 1
I0228 11:22:52.478487  9676 layer_factory.hpp:77] Creating layer res5a_branch2a_p
I0228 11:22:52.478494  9676 net.cpp:84] Creating Layer res5a_branch2a_p
I0228 11:22:52.478498  9676 net.cpp:406] res5a_branch2a_p <- res4f_p_res4f_relu_p_0_split_1
I0228 11:22:52.478507  9676 net.cpp:380] res5a_branch2a_p -> res5a_branch2a_p
I0228 11:22:52.480799  9676 net.cpp:122] Setting up res5a_branch2a_p
I0228 11:22:52.480813  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.480818  9676 net.cpp:137] Memory required for data: 3639296000
I0228 11:22:52.480829  9676 net.cpp:465] Sharing parameters 'res5a_branch2a_w' owned by layer 'res5a_branch2a', param index 0
I0228 11:22:52.480832  9676 layer_factory.hpp:77] Creating layer bn5a_branch2a_p
I0228 11:22:52.480841  9676 net.cpp:84] Creating Layer bn5a_branch2a_p
I0228 11:22:52.480846  9676 net.cpp:406] bn5a_branch2a_p <- res5a_branch2a_p
I0228 11:22:52.480854  9676 net.cpp:367] bn5a_branch2a_p -> res5a_branch2a_p (in-place)
I0228 11:22:52.481113  9676 net.cpp:122] Setting up bn5a_branch2a_p
I0228 11:22:52.481122  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.481125  9676 net.cpp:137] Memory required for data: 3640098816
I0228 11:22:52.481130  9676 net.cpp:465] Sharing parameters 'bn5a_branch2a_mean' owned by layer 'bn5a_branch2a', param index 0
I0228 11:22:52.481135  9676 net.cpp:465] Sharing parameters 'bn5a_branch2a_variance' owned by layer 'bn5a_branch2a', param index 1
I0228 11:22:52.481140  9676 net.cpp:465] Sharing parameters 'bn5a_branch2a_scale_factor' owned by layer 'bn5a_branch2a', param index 2
I0228 11:22:52.481145  9676 layer_factory.hpp:77] Creating layer scale5a_branch2a_p
I0228 11:22:52.481153  9676 net.cpp:84] Creating Layer scale5a_branch2a_p
I0228 11:22:52.481158  9676 net.cpp:406] scale5a_branch2a_p <- res5a_branch2a_p
I0228 11:22:52.481163  9676 net.cpp:367] scale5a_branch2a_p -> res5a_branch2a_p (in-place)
I0228 11:22:52.481214  9676 layer_factory.hpp:77] Creating layer scale5a_branch2a_p
I0228 11:22:52.481365  9676 net.cpp:122] Setting up scale5a_branch2a_p
I0228 11:22:52.481372  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.481375  9676 net.cpp:137] Memory required for data: 3640901632
I0228 11:22:52.481380  9676 net.cpp:465] Sharing parameters 'scale5a_branch2a_alpha' owned by layer 'scale5a_branch2a', param index 0
I0228 11:22:52.481386  9676 net.cpp:465] Sharing parameters 'scale5a_branch2a_beta' owned by layer 'scale5a_branch2a', param index 1
I0228 11:22:52.481390  9676 layer_factory.hpp:77] Creating layer res5a_branch2a_relu_p
I0228 11:22:52.481397  9676 net.cpp:84] Creating Layer res5a_branch2a_relu_p
I0228 11:22:52.481401  9676 net.cpp:406] res5a_branch2a_relu_p <- res5a_branch2a_p
I0228 11:22:52.481406  9676 net.cpp:367] res5a_branch2a_relu_p -> res5a_branch2a_p (in-place)
I0228 11:22:52.481588  9676 net.cpp:122] Setting up res5a_branch2a_relu_p
I0228 11:22:52.481597  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.481600  9676 net.cpp:137] Memory required for data: 3641704448
I0228 11:22:52.481604  9676 layer_factory.hpp:77] Creating layer res5a_branch2b_p
I0228 11:22:52.481613  9676 net.cpp:84] Creating Layer res5a_branch2b_p
I0228 11:22:52.481617  9676 net.cpp:406] res5a_branch2b_p <- res5a_branch2a_p
I0228 11:22:52.481624  9676 net.cpp:380] res5a_branch2b_p -> res5a_branch2b_p
I0228 11:22:52.486886  9676 net.cpp:122] Setting up res5a_branch2b_p
I0228 11:22:52.486903  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.486907  9676 net.cpp:137] Memory required for data: 3642507264
I0228 11:22:52.486915  9676 net.cpp:465] Sharing parameters 'res5a_branch2b_w' owned by layer 'res5a_branch2b', param index 0
I0228 11:22:52.486922  9676 layer_factory.hpp:77] Creating layer bn5a_branch2b_p
I0228 11:22:52.486932  9676 net.cpp:84] Creating Layer bn5a_branch2b_p
I0228 11:22:52.486935  9676 net.cpp:406] bn5a_branch2b_p <- res5a_branch2b_p
I0228 11:22:52.486941  9676 net.cpp:367] bn5a_branch2b_p -> res5a_branch2b_p (in-place)
I0228 11:22:52.487212  9676 net.cpp:122] Setting up bn5a_branch2b_p
I0228 11:22:52.487221  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.487223  9676 net.cpp:137] Memory required for data: 3643310080
I0228 11:22:52.487229  9676 net.cpp:465] Sharing parameters 'bn5a_branch2b_mean' owned by layer 'bn5a_branch2b', param index 0
I0228 11:22:52.487236  9676 net.cpp:465] Sharing parameters 'bn5a_branch2b_variance' owned by layer 'bn5a_branch2b', param index 1
I0228 11:22:52.487239  9676 net.cpp:465] Sharing parameters 'bn5a_branch2b_scale_factor' owned by layer 'bn5a_branch2b', param index 2
I0228 11:22:52.487247  9676 layer_factory.hpp:77] Creating layer scale5a_branch2b_p
I0228 11:22:52.487257  9676 net.cpp:84] Creating Layer scale5a_branch2b_p
I0228 11:22:52.487262  9676 net.cpp:406] scale5a_branch2b_p <- res5a_branch2b_p
I0228 11:22:52.487267  9676 net.cpp:367] scale5a_branch2b_p -> res5a_branch2b_p (in-place)
I0228 11:22:52.487321  9676 layer_factory.hpp:77] Creating layer scale5a_branch2b_p
I0228 11:22:52.487478  9676 net.cpp:122] Setting up scale5a_branch2b_p
I0228 11:22:52.487485  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.487488  9676 net.cpp:137] Memory required for data: 3644112896
I0228 11:22:52.487494  9676 net.cpp:465] Sharing parameters 'scale5a_branch2b_alpha' owned by layer 'scale5a_branch2b', param index 0
I0228 11:22:52.487499  9676 net.cpp:465] Sharing parameters 'scale5a_branch2b_beta' owned by layer 'scale5a_branch2b', param index 1
I0228 11:22:52.487504  9676 layer_factory.hpp:77] Creating layer res5a_branch2b_relu_p
I0228 11:22:52.487511  9676 net.cpp:84] Creating Layer res5a_branch2b_relu_p
I0228 11:22:52.487515  9676 net.cpp:406] res5a_branch2b_relu_p <- res5a_branch2b_p
I0228 11:22:52.487520  9676 net.cpp:367] res5a_branch2b_relu_p -> res5a_branch2b_p (in-place)
I0228 11:22:52.488034  9676 net.cpp:122] Setting up res5a_branch2b_relu_p
I0228 11:22:52.488047  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.488051  9676 net.cpp:137] Memory required for data: 3644915712
I0228 11:22:52.488056  9676 layer_factory.hpp:77] Creating layer res5a_branch2c_p
I0228 11:22:52.488066  9676 net.cpp:84] Creating Layer res5a_branch2c_p
I0228 11:22:52.488071  9676 net.cpp:406] res5a_branch2c_p <- res5a_branch2b_p
I0228 11:22:52.488078  9676 net.cpp:380] res5a_branch2c_p -> res5a_branch2c_p
I0228 11:22:52.491313  9676 net.cpp:122] Setting up res5a_branch2c_p
I0228 11:22:52.491328  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.491333  9676 net.cpp:137] Memory required for data: 3648126976
I0228 11:22:52.491338  9676 net.cpp:465] Sharing parameters 'res5a_branch2c_w' owned by layer 'res5a_branch2c', param index 0
I0228 11:22:52.491343  9676 layer_factory.hpp:77] Creating layer bn5a_branch2c_p
I0228 11:22:52.491353  9676 net.cpp:84] Creating Layer bn5a_branch2c_p
I0228 11:22:52.491358  9676 net.cpp:406] bn5a_branch2c_p <- res5a_branch2c_p
I0228 11:22:52.491364  9676 net.cpp:367] bn5a_branch2c_p -> res5a_branch2c_p (in-place)
I0228 11:22:52.491632  9676 net.cpp:122] Setting up bn5a_branch2c_p
I0228 11:22:52.491641  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.491644  9676 net.cpp:137] Memory required for data: 3651338240
I0228 11:22:52.491650  9676 net.cpp:465] Sharing parameters 'bn5a_branch2c_mean' owned by layer 'bn5a_branch2c', param index 0
I0228 11:22:52.491655  9676 net.cpp:465] Sharing parameters 'bn5a_branch2c_variance' owned by layer 'bn5a_branch2c', param index 1
I0228 11:22:52.491660  9676 net.cpp:465] Sharing parameters 'bn5a_branch2c_scale_factor' owned by layer 'bn5a_branch2c', param index 2
I0228 11:22:52.491664  9676 layer_factory.hpp:77] Creating layer scale5a_branch2c_p
I0228 11:22:52.491673  9676 net.cpp:84] Creating Layer scale5a_branch2c_p
I0228 11:22:52.491677  9676 net.cpp:406] scale5a_branch2c_p <- res5a_branch2c_p
I0228 11:22:52.491683  9676 net.cpp:367] scale5a_branch2c_p -> res5a_branch2c_p (in-place)
I0228 11:22:52.491736  9676 layer_factory.hpp:77] Creating layer scale5a_branch2c_p
I0228 11:22:52.491899  9676 net.cpp:122] Setting up scale5a_branch2c_p
I0228 11:22:52.491906  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.491909  9676 net.cpp:137] Memory required for data: 3654549504
I0228 11:22:52.491915  9676 net.cpp:465] Sharing parameters 'scale5a_branch2c_alpha' owned by layer 'scale5a_branch2c', param index 0
I0228 11:22:52.491920  9676 net.cpp:465] Sharing parameters 'scale5a_branch2c_beta' owned by layer 'scale5a_branch2c', param index 1
I0228 11:22:52.491925  9676 layer_factory.hpp:77] Creating layer res5a_p
I0228 11:22:52.491930  9676 net.cpp:84] Creating Layer res5a_p
I0228 11:22:52.491940  9676 net.cpp:406] res5a_p <- res5a_branch1_p
I0228 11:22:52.491945  9676 net.cpp:406] res5a_p <- res5a_branch2c_p
I0228 11:22:52.491950  9676 net.cpp:380] res5a_p -> res5a_p
I0228 11:22:52.491983  9676 net.cpp:122] Setting up res5a_p
I0228 11:22:52.491991  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.491994  9676 net.cpp:137] Memory required for data: 3657760768
I0228 11:22:52.491998  9676 layer_factory.hpp:77] Creating layer res5a_relu_p
I0228 11:22:52.492007  9676 net.cpp:84] Creating Layer res5a_relu_p
I0228 11:22:52.492010  9676 net.cpp:406] res5a_relu_p <- res5a_p
I0228 11:22:52.492014  9676 net.cpp:367] res5a_relu_p -> res5a_p (in-place)
I0228 11:22:52.492194  9676 net.cpp:122] Setting up res5a_relu_p
I0228 11:22:52.492205  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.492208  9676 net.cpp:137] Memory required for data: 3660972032
I0228 11:22:52.492213  9676 layer_factory.hpp:77] Creating layer res5a_p_res5a_relu_p_0_split
I0228 11:22:52.492218  9676 net.cpp:84] Creating Layer res5a_p_res5a_relu_p_0_split
I0228 11:22:52.492223  9676 net.cpp:406] res5a_p_res5a_relu_p_0_split <- res5a_p
I0228 11:22:52.492228  9676 net.cpp:380] res5a_p_res5a_relu_p_0_split -> res5a_p_res5a_relu_p_0_split_0
I0228 11:22:52.492234  9676 net.cpp:380] res5a_p_res5a_relu_p_0_split -> res5a_p_res5a_relu_p_0_split_1
I0228 11:22:52.492288  9676 net.cpp:122] Setting up res5a_p_res5a_relu_p_0_split
I0228 11:22:52.492295  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.492300  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.492303  9676 net.cpp:137] Memory required for data: 3667394560
I0228 11:22:52.492306  9676 layer_factory.hpp:77] Creating layer res5b_branch2a_p
I0228 11:22:52.492316  9676 net.cpp:84] Creating Layer res5b_branch2a_p
I0228 11:22:52.492319  9676 net.cpp:406] res5b_branch2a_p <- res5a_p_res5a_relu_p_0_split_0
I0228 11:22:52.492327  9676 net.cpp:380] res5b_branch2a_p -> res5b_branch2a_p
I0228 11:22:52.495530  9676 net.cpp:122] Setting up res5b_branch2a_p
I0228 11:22:52.495548  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.495551  9676 net.cpp:137] Memory required for data: 3668197376
I0228 11:22:52.495558  9676 net.cpp:465] Sharing parameters 'res5b_branch2a_w' owned by layer 'res5b_branch2a', param index 0
I0228 11:22:52.495563  9676 layer_factory.hpp:77] Creating layer bn5b_branch2a_p
I0228 11:22:52.495573  9676 net.cpp:84] Creating Layer bn5b_branch2a_p
I0228 11:22:52.495577  9676 net.cpp:406] bn5b_branch2a_p <- res5b_branch2a_p
I0228 11:22:52.495584  9676 net.cpp:367] bn5b_branch2a_p -> res5b_branch2a_p (in-place)
I0228 11:22:52.495846  9676 net.cpp:122] Setting up bn5b_branch2a_p
I0228 11:22:52.495854  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.495858  9676 net.cpp:137] Memory required for data: 3669000192
I0228 11:22:52.495863  9676 net.cpp:465] Sharing parameters 'bn5b_branch2a_mean' owned by layer 'bn5b_branch2a', param index 0
I0228 11:22:52.495868  9676 net.cpp:465] Sharing parameters 'bn5b_branch2a_variance' owned by layer 'bn5b_branch2a', param index 1
I0228 11:22:52.495873  9676 net.cpp:465] Sharing parameters 'bn5b_branch2a_scale_factor' owned by layer 'bn5b_branch2a', param index 2
I0228 11:22:52.495877  9676 layer_factory.hpp:77] Creating layer scale5b_branch2a_p
I0228 11:22:52.495885  9676 net.cpp:84] Creating Layer scale5b_branch2a_p
I0228 11:22:52.495889  9676 net.cpp:406] scale5b_branch2a_p <- res5b_branch2a_p
I0228 11:22:52.495895  9676 net.cpp:367] scale5b_branch2a_p -> res5b_branch2a_p (in-place)
I0228 11:22:52.495949  9676 layer_factory.hpp:77] Creating layer scale5b_branch2a_p
I0228 11:22:52.496109  9676 net.cpp:122] Setting up scale5b_branch2a_p
I0228 11:22:52.496116  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.496120  9676 net.cpp:137] Memory required for data: 3669803008
I0228 11:22:52.496125  9676 net.cpp:465] Sharing parameters 'scale5b_branch2a_alpha' owned by layer 'scale5b_branch2a', param index 0
I0228 11:22:52.496130  9676 net.cpp:465] Sharing parameters 'scale5b_branch2a_beta' owned by layer 'scale5b_branch2a', param index 1
I0228 11:22:52.496137  9676 layer_factory.hpp:77] Creating layer res5b_branch2a_relu_p
I0228 11:22:52.496145  9676 net.cpp:84] Creating Layer res5b_branch2a_relu_p
I0228 11:22:52.496150  9676 net.cpp:406] res5b_branch2a_relu_p <- res5b_branch2a_p
I0228 11:22:52.496155  9676 net.cpp:367] res5b_branch2a_relu_p -> res5b_branch2a_p (in-place)
I0228 11:22:52.496335  9676 net.cpp:122] Setting up res5b_branch2a_relu_p
I0228 11:22:52.496345  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.496348  9676 net.cpp:137] Memory required for data: 3670605824
I0228 11:22:52.496353  9676 layer_factory.hpp:77] Creating layer res5b_branch2b_p
I0228 11:22:52.496362  9676 net.cpp:84] Creating Layer res5b_branch2b_p
I0228 11:22:52.496366  9676 net.cpp:406] res5b_branch2b_p <- res5b_branch2a_p
I0228 11:22:52.496374  9676 net.cpp:380] res5b_branch2b_p -> res5b_branch2b_p
I0228 11:22:52.501680  9676 net.cpp:122] Setting up res5b_branch2b_p
I0228 11:22:52.501701  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.501706  9676 net.cpp:137] Memory required for data: 3671408640
I0228 11:22:52.501713  9676 net.cpp:465] Sharing parameters 'res5b_branch2b_w' owned by layer 'res5b_branch2b', param index 0
I0228 11:22:52.501718  9676 layer_factory.hpp:77] Creating layer bn5b_branch2b_p
I0228 11:22:52.501727  9676 net.cpp:84] Creating Layer bn5b_branch2b_p
I0228 11:22:52.501734  9676 net.cpp:406] bn5b_branch2b_p <- res5b_branch2b_p
I0228 11:22:52.501741  9676 net.cpp:367] bn5b_branch2b_p -> res5b_branch2b_p (in-place)
I0228 11:22:52.502017  9676 net.cpp:122] Setting up bn5b_branch2b_p
I0228 11:22:52.502025  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.502029  9676 net.cpp:137] Memory required for data: 3672211456
I0228 11:22:52.502034  9676 net.cpp:465] Sharing parameters 'bn5b_branch2b_mean' owned by layer 'bn5b_branch2b', param index 0
I0228 11:22:52.502040  9676 net.cpp:465] Sharing parameters 'bn5b_branch2b_variance' owned by layer 'bn5b_branch2b', param index 1
I0228 11:22:52.502045  9676 net.cpp:465] Sharing parameters 'bn5b_branch2b_scale_factor' owned by layer 'bn5b_branch2b', param index 2
I0228 11:22:52.502050  9676 layer_factory.hpp:77] Creating layer scale5b_branch2b_p
I0228 11:22:52.502058  9676 net.cpp:84] Creating Layer scale5b_branch2b_p
I0228 11:22:52.502063  9676 net.cpp:406] scale5b_branch2b_p <- res5b_branch2b_p
I0228 11:22:52.502068  9676 net.cpp:367] scale5b_branch2b_p -> res5b_branch2b_p (in-place)
I0228 11:22:52.502152  9676 layer_factory.hpp:77] Creating layer scale5b_branch2b_p
I0228 11:22:52.502319  9676 net.cpp:122] Setting up scale5b_branch2b_p
I0228 11:22:52.502328  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.502331  9676 net.cpp:137] Memory required for data: 3673014272
I0228 11:22:52.502337  9676 net.cpp:465] Sharing parameters 'scale5b_branch2b_alpha' owned by layer 'scale5b_branch2b', param index 0
I0228 11:22:52.502343  9676 net.cpp:465] Sharing parameters 'scale5b_branch2b_beta' owned by layer 'scale5b_branch2b', param index 1
I0228 11:22:52.502347  9676 layer_factory.hpp:77] Creating layer res5b_branch2b_relu_p
I0228 11:22:52.502353  9676 net.cpp:84] Creating Layer res5b_branch2b_relu_p
I0228 11:22:52.502358  9676 net.cpp:406] res5b_branch2b_relu_p <- res5b_branch2b_p
I0228 11:22:52.502365  9676 net.cpp:367] res5b_branch2b_relu_p -> res5b_branch2b_p (in-place)
I0228 11:22:52.502569  9676 net.cpp:122] Setting up res5b_branch2b_relu_p
I0228 11:22:52.502578  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.502583  9676 net.cpp:137] Memory required for data: 3673817088
I0228 11:22:52.502586  9676 layer_factory.hpp:77] Creating layer res5b_branch2c_p
I0228 11:22:52.502596  9676 net.cpp:84] Creating Layer res5b_branch2c_p
I0228 11:22:52.502600  9676 net.cpp:406] res5b_branch2c_p <- res5b_branch2b_p
I0228 11:22:52.502607  9676 net.cpp:380] res5b_branch2c_p -> res5b_branch2c_p
I0228 11:22:52.505780  9676 net.cpp:122] Setting up res5b_branch2c_p
I0228 11:22:52.505795  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.505802  9676 net.cpp:137] Memory required for data: 3677028352
I0228 11:22:52.505810  9676 net.cpp:465] Sharing parameters 'res5b_branch2c_w' owned by layer 'res5b_branch2c', param index 0
I0228 11:22:52.505815  9676 layer_factory.hpp:77] Creating layer bn5b_branch2c_p
I0228 11:22:52.505823  9676 net.cpp:84] Creating Layer bn5b_branch2c_p
I0228 11:22:52.505827  9676 net.cpp:406] bn5b_branch2c_p <- res5b_branch2c_p
I0228 11:22:52.505836  9676 net.cpp:367] bn5b_branch2c_p -> res5b_branch2c_p (in-place)
I0228 11:22:52.506137  9676 net.cpp:122] Setting up bn5b_branch2c_p
I0228 11:22:52.506146  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.506150  9676 net.cpp:137] Memory required for data: 3680239616
I0228 11:22:52.506156  9676 net.cpp:465] Sharing parameters 'bn5b_branch2c_mean' owned by layer 'bn5b_branch2c', param index 0
I0228 11:22:52.506165  9676 net.cpp:465] Sharing parameters 'bn5b_branch2c_variance' owned by layer 'bn5b_branch2c', param index 1
I0228 11:22:52.506170  9676 net.cpp:465] Sharing parameters 'bn5b_branch2c_scale_factor' owned by layer 'bn5b_branch2c', param index 2
I0228 11:22:52.506173  9676 layer_factory.hpp:77] Creating layer scale5b_branch2c_p
I0228 11:22:52.506182  9676 net.cpp:84] Creating Layer scale5b_branch2c_p
I0228 11:22:52.506186  9676 net.cpp:406] scale5b_branch2c_p <- res5b_branch2c_p
I0228 11:22:52.506192  9676 net.cpp:367] scale5b_branch2c_p -> res5b_branch2c_p (in-place)
I0228 11:22:52.506249  9676 layer_factory.hpp:77] Creating layer scale5b_branch2c_p
I0228 11:22:52.506417  9676 net.cpp:122] Setting up scale5b_branch2c_p
I0228 11:22:52.506440  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.506443  9676 net.cpp:137] Memory required for data: 3683450880
I0228 11:22:52.506448  9676 net.cpp:465] Sharing parameters 'scale5b_branch2c_alpha' owned by layer 'scale5b_branch2c', param index 0
I0228 11:22:52.506454  9676 net.cpp:465] Sharing parameters 'scale5b_branch2c_beta' owned by layer 'scale5b_branch2c', param index 1
I0228 11:22:52.506458  9676 layer_factory.hpp:77] Creating layer res5b_p
I0228 11:22:52.506464  9676 net.cpp:84] Creating Layer res5b_p
I0228 11:22:52.506469  9676 net.cpp:406] res5b_p <- res5a_p_res5a_relu_p_0_split_1
I0228 11:22:52.506474  9676 net.cpp:406] res5b_p <- res5b_branch2c_p
I0228 11:22:52.506480  9676 net.cpp:380] res5b_p -> res5b_p
I0228 11:22:52.506512  9676 net.cpp:122] Setting up res5b_p
I0228 11:22:52.506520  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.506522  9676 net.cpp:137] Memory required for data: 3686662144
I0228 11:22:52.506526  9676 layer_factory.hpp:77] Creating layer res5b_relu_p
I0228 11:22:52.506533  9676 net.cpp:84] Creating Layer res5b_relu_p
I0228 11:22:52.506537  9676 net.cpp:406] res5b_relu_p <- res5b_p
I0228 11:22:52.506541  9676 net.cpp:367] res5b_relu_p -> res5b_p (in-place)
I0228 11:22:52.506722  9676 net.cpp:122] Setting up res5b_relu_p
I0228 11:22:52.506731  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.506733  9676 net.cpp:137] Memory required for data: 3689873408
I0228 11:22:52.506737  9676 layer_factory.hpp:77] Creating layer res5b_p_res5b_relu_p_0_split
I0228 11:22:52.506745  9676 net.cpp:84] Creating Layer res5b_p_res5b_relu_p_0_split
I0228 11:22:52.506748  9676 net.cpp:406] res5b_p_res5b_relu_p_0_split <- res5b_p
I0228 11:22:52.506754  9676 net.cpp:380] res5b_p_res5b_relu_p_0_split -> res5b_p_res5b_relu_p_0_split_0
I0228 11:22:52.506762  9676 net.cpp:380] res5b_p_res5b_relu_p_0_split -> res5b_p_res5b_relu_p_0_split_1
I0228 11:22:52.506816  9676 net.cpp:122] Setting up res5b_p_res5b_relu_p_0_split
I0228 11:22:52.506824  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.506827  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.506831  9676 net.cpp:137] Memory required for data: 3696295936
I0228 11:22:52.506834  9676 layer_factory.hpp:77] Creating layer res5c_branch2a_p
I0228 11:22:52.506844  9676 net.cpp:84] Creating Layer res5c_branch2a_p
I0228 11:22:52.506847  9676 net.cpp:406] res5c_branch2a_p <- res5b_p_res5b_relu_p_0_split_0
I0228 11:22:52.506858  9676 net.cpp:380] res5c_branch2a_p -> res5c_branch2a_p
I0228 11:22:52.509991  9676 net.cpp:122] Setting up res5c_branch2a_p
I0228 11:22:52.510007  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.510011  9676 net.cpp:137] Memory required for data: 3697098752
I0228 11:22:52.510017  9676 net.cpp:465] Sharing parameters 'res5c_branch2a_w' owned by layer 'res5c_branch2a', param index 0
I0228 11:22:52.510025  9676 layer_factory.hpp:77] Creating layer bn5c_branch2a_p
I0228 11:22:52.510032  9676 net.cpp:84] Creating Layer bn5c_branch2a_p
I0228 11:22:52.510037  9676 net.cpp:406] bn5c_branch2a_p <- res5c_branch2a_p
I0228 11:22:52.510047  9676 net.cpp:367] bn5c_branch2a_p -> res5c_branch2a_p (in-place)
I0228 11:22:52.510360  9676 net.cpp:122] Setting up bn5c_branch2a_p
I0228 11:22:52.510370  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.510372  9676 net.cpp:137] Memory required for data: 3697901568
I0228 11:22:52.510380  9676 net.cpp:465] Sharing parameters 'bn5c_branch2a_mean' owned by layer 'bn5c_branch2a', param index 0
I0228 11:22:52.510385  9676 net.cpp:465] Sharing parameters 'bn5c_branch2a_variance' owned by layer 'bn5c_branch2a', param index 1
I0228 11:22:52.510390  9676 net.cpp:465] Sharing parameters 'bn5c_branch2a_scale_factor' owned by layer 'bn5c_branch2a', param index 2
I0228 11:22:52.510393  9676 layer_factory.hpp:77] Creating layer scale5c_branch2a_p
I0228 11:22:52.510401  9676 net.cpp:84] Creating Layer scale5c_branch2a_p
I0228 11:22:52.510406  9676 net.cpp:406] scale5c_branch2a_p <- res5c_branch2a_p
I0228 11:22:52.510411  9676 net.cpp:367] scale5c_branch2a_p -> res5c_branch2a_p (in-place)
I0228 11:22:52.510480  9676 layer_factory.hpp:77] Creating layer scale5c_branch2a_p
I0228 11:22:52.510639  9676 net.cpp:122] Setting up scale5c_branch2a_p
I0228 11:22:52.510648  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.510650  9676 net.cpp:137] Memory required for data: 3698704384
I0228 11:22:52.510656  9676 net.cpp:465] Sharing parameters 'scale5c_branch2a_alpha' owned by layer 'scale5c_branch2a', param index 0
I0228 11:22:52.510661  9676 net.cpp:465] Sharing parameters 'scale5c_branch2a_beta' owned by layer 'scale5c_branch2a', param index 1
I0228 11:22:52.510665  9676 layer_factory.hpp:77] Creating layer res5c_branch2a_relu_p
I0228 11:22:52.510670  9676 net.cpp:84] Creating Layer res5c_branch2a_relu_p
I0228 11:22:52.510674  9676 net.cpp:406] res5c_branch2a_relu_p <- res5c_branch2a_p
I0228 11:22:52.510681  9676 net.cpp:367] res5c_branch2a_relu_p -> res5c_branch2a_p (in-place)
I0228 11:22:52.510864  9676 net.cpp:122] Setting up res5c_branch2a_relu_p
I0228 11:22:52.510874  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.510876  9676 net.cpp:137] Memory required for data: 3699507200
I0228 11:22:52.510881  9676 layer_factory.hpp:77] Creating layer res5c_branch2b_p
I0228 11:22:52.510891  9676 net.cpp:84] Creating Layer res5c_branch2b_p
I0228 11:22:52.510895  9676 net.cpp:406] res5c_branch2b_p <- res5c_branch2a_p
I0228 11:22:52.510901  9676 net.cpp:380] res5c_branch2b_p -> res5c_branch2b_p
I0228 11:22:52.516360  9676 net.cpp:122] Setting up res5c_branch2b_p
I0228 11:22:52.516382  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.516386  9676 net.cpp:137] Memory required for data: 3700310016
I0228 11:22:52.516394  9676 net.cpp:465] Sharing parameters 'res5c_branch2b_w' owned by layer 'res5c_branch2b', param index 0
I0228 11:22:52.516399  9676 layer_factory.hpp:77] Creating layer bn5c_branch2b_p
I0228 11:22:52.516410  9676 net.cpp:84] Creating Layer bn5c_branch2b_p
I0228 11:22:52.516417  9676 net.cpp:406] bn5c_branch2b_p <- res5c_branch2b_p
I0228 11:22:52.516424  9676 net.cpp:367] bn5c_branch2b_p -> res5c_branch2b_p (in-place)
I0228 11:22:52.516703  9676 net.cpp:122] Setting up bn5c_branch2b_p
I0228 11:22:52.516711  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.516715  9676 net.cpp:137] Memory required for data: 3701112832
I0228 11:22:52.516721  9676 net.cpp:465] Sharing parameters 'bn5c_branch2b_mean' owned by layer 'bn5c_branch2b', param index 0
I0228 11:22:52.516731  9676 net.cpp:465] Sharing parameters 'bn5c_branch2b_variance' owned by layer 'bn5c_branch2b', param index 1
I0228 11:22:52.516736  9676 net.cpp:465] Sharing parameters 'bn5c_branch2b_scale_factor' owned by layer 'bn5c_branch2b', param index 2
I0228 11:22:52.516739  9676 layer_factory.hpp:77] Creating layer scale5c_branch2b_p
I0228 11:22:52.516748  9676 net.cpp:84] Creating Layer scale5c_branch2b_p
I0228 11:22:52.516752  9676 net.cpp:406] scale5c_branch2b_p <- res5c_branch2b_p
I0228 11:22:52.516757  9676 net.cpp:367] scale5c_branch2b_p -> res5c_branch2b_p (in-place)
I0228 11:22:52.516816  9676 layer_factory.hpp:77] Creating layer scale5c_branch2b_p
I0228 11:22:52.516979  9676 net.cpp:122] Setting up scale5c_branch2b_p
I0228 11:22:52.516988  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.516991  9676 net.cpp:137] Memory required for data: 3701915648
I0228 11:22:52.516997  9676 net.cpp:465] Sharing parameters 'scale5c_branch2b_alpha' owned by layer 'scale5c_branch2b', param index 0
I0228 11:22:52.517002  9676 net.cpp:465] Sharing parameters 'scale5c_branch2b_beta' owned by layer 'scale5c_branch2b', param index 1
I0228 11:22:52.517009  9676 layer_factory.hpp:77] Creating layer res5c_branch2b_relu_p
I0228 11:22:52.517014  9676 net.cpp:84] Creating Layer res5c_branch2b_relu_p
I0228 11:22:52.517019  9676 net.cpp:406] res5c_branch2b_relu_p <- res5c_branch2b_p
I0228 11:22:52.517025  9676 net.cpp:367] res5c_branch2b_relu_p -> res5c_branch2b_p (in-place)
I0228 11:22:52.517566  9676 net.cpp:122] Setting up res5c_branch2b_relu_p
I0228 11:22:52.517580  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.517585  9676 net.cpp:137] Memory required for data: 3702718464
I0228 11:22:52.517588  9676 layer_factory.hpp:77] Creating layer res5c_branch2c_p
I0228 11:22:52.517602  9676 net.cpp:84] Creating Layer res5c_branch2c_p
I0228 11:22:52.517606  9676 net.cpp:406] res5c_branch2c_p <- res5c_branch2b_p
I0228 11:22:52.517614  9676 net.cpp:380] res5c_branch2c_p -> res5c_branch2c_p
I0228 11:22:52.520859  9676 net.cpp:122] Setting up res5c_branch2c_p
I0228 11:22:52.520874  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.520879  9676 net.cpp:137] Memory required for data: 3705929728
I0228 11:22:52.520884  9676 net.cpp:465] Sharing parameters 'res5c_branch2c_w' owned by layer 'res5c_branch2c', param index 0
I0228 11:22:52.520889  9676 layer_factory.hpp:77] Creating layer bn5c_branch2c_p
I0228 11:22:52.520898  9676 net.cpp:84] Creating Layer bn5c_branch2c_p
I0228 11:22:52.520903  9676 net.cpp:406] bn5c_branch2c_p <- res5c_branch2c_p
I0228 11:22:52.520910  9676 net.cpp:367] bn5c_branch2c_p -> res5c_branch2c_p (in-place)
I0228 11:22:52.521190  9676 net.cpp:122] Setting up bn5c_branch2c_p
I0228 11:22:52.521198  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.521201  9676 net.cpp:137] Memory required for data: 3709140992
I0228 11:22:52.521208  9676 net.cpp:465] Sharing parameters 'bn5c_branch2c_mean' owned by layer 'bn5c_branch2c', param index 0
I0228 11:22:52.521212  9676 net.cpp:465] Sharing parameters 'bn5c_branch2c_variance' owned by layer 'bn5c_branch2c', param index 1
I0228 11:22:52.521217  9676 net.cpp:465] Sharing parameters 'bn5c_branch2c_scale_factor' owned by layer 'bn5c_branch2c', param index 2
I0228 11:22:52.521222  9676 layer_factory.hpp:77] Creating layer scale5c_branch2c_p
I0228 11:22:52.521229  9676 net.cpp:84] Creating Layer scale5c_branch2c_p
I0228 11:22:52.521234  9676 net.cpp:406] scale5c_branch2c_p <- res5c_branch2c_p
I0228 11:22:52.521240  9676 net.cpp:367] scale5c_branch2c_p -> res5c_branch2c_p (in-place)
I0228 11:22:52.521294  9676 layer_factory.hpp:77] Creating layer scale5c_branch2c_p
I0228 11:22:52.521457  9676 net.cpp:122] Setting up scale5c_branch2c_p
I0228 11:22:52.521464  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.521468  9676 net.cpp:137] Memory required for data: 3712352256
I0228 11:22:52.521474  9676 net.cpp:465] Sharing parameters 'scale5c_branch2c_alpha' owned by layer 'scale5c_branch2c', param index 0
I0228 11:22:52.521483  9676 net.cpp:465] Sharing parameters 'scale5c_branch2c_beta' owned by layer 'scale5c_branch2c', param index 1
I0228 11:22:52.521487  9676 layer_factory.hpp:77] Creating layer res5c_p
I0228 11:22:52.521494  9676 net.cpp:84] Creating Layer res5c_p
I0228 11:22:52.521498  9676 net.cpp:406] res5c_p <- res5b_p_res5b_relu_p_0_split_1
I0228 11:22:52.521503  9676 net.cpp:406] res5c_p <- res5c_branch2c_p
I0228 11:22:52.521508  9676 net.cpp:380] res5c_p -> res5c_p
I0228 11:22:52.521544  9676 net.cpp:122] Setting up res5c_p
I0228 11:22:52.521551  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.521554  9676 net.cpp:137] Memory required for data: 3715563520
I0228 11:22:52.521559  9676 layer_factory.hpp:77] Creating layer res5c_relu_p
I0228 11:22:52.521565  9676 net.cpp:84] Creating Layer res5c_relu_p
I0228 11:22:52.521569  9676 net.cpp:406] res5c_relu_p <- res5c_p
I0228 11:22:52.521574  9676 net.cpp:367] res5c_relu_p -> res5c_p (in-place)
I0228 11:22:52.521759  9676 net.cpp:122] Setting up res5c_relu_p
I0228 11:22:52.521767  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.521771  9676 net.cpp:137] Memory required for data: 3718774784
I0228 11:22:52.521776  9676 layer_factory.hpp:77] Creating layer pool_p
I0228 11:22:52.521782  9676 net.cpp:84] Creating Layer pool_p
I0228 11:22:52.521786  9676 net.cpp:406] pool_p <- res5c_p
I0228 11:22:52.521795  9676 net.cpp:380] pool_p -> pool_p
I0228 11:22:52.522002  9676 net.cpp:122] Setting up pool_p
I0228 11:22:52.522011  9676 net.cpp:129] Top shape: 8 2048 1 1 (16384)
I0228 11:22:52.522016  9676 net.cpp:137] Memory required for data: 3718840320
I0228 11:22:52.522019  9676 layer_factory.hpp:77] Creating layer ip1_p
I0228 11:22:52.522028  9676 net.cpp:84] Creating Layer ip1_p
I0228 11:22:52.522032  9676 net.cpp:406] ip1_p <- pool_p
I0228 11:22:52.522039  9676 net.cpp:380] ip1_p -> ip1_p
I0228 11:22:52.528713  9676 net.cpp:122] Setting up ip1_p
I0228 11:22:52.528728  9676 net.cpp:129] Top shape: 8 512 (4096)
I0228 11:22:52.528733  9676 net.cpp:137] Memory required for data: 3718856704
I0228 11:22:52.528739  9676 net.cpp:465] Sharing parameters 'ip1_w' owned by layer 'ip1', param index 0
I0228 11:22:52.528744  9676 net.cpp:465] Sharing parameters 'ip1_b' owned by layer 'ip1', param index 1
I0228 11:22:52.528748  9676 layer_factory.hpp:77] Creating layer relu1_p
I0228 11:22:52.528754  9676 net.cpp:84] Creating Layer relu1_p
I0228 11:22:52.528759  9676 net.cpp:406] relu1_p <- ip1_p
I0228 11:22:52.528766  9676 net.cpp:367] relu1_p -> ip1_p (in-place)
I0228 11:22:52.528962  9676 net.cpp:122] Setting up relu1_p
I0228 11:22:52.528970  9676 net.cpp:129] Top shape: 8 512 (4096)
I0228 11:22:52.528975  9676 net.cpp:137] Memory required for data: 3718873088
I0228 11:22:52.528978  9676 layer_factory.hpp:77] Creating layer ip2_p
I0228 11:22:52.528985  9676 net.cpp:84] Creating Layer ip2_p
I0228 11:22:52.528992  9676 net.cpp:406] ip2_p <- ip1_p
I0228 11:22:52.528998  9676 net.cpp:380] ip2_p -> ip2_p
I0228 11:22:52.530484  9676 net.cpp:122] Setting up ip2_p
I0228 11:22:52.530493  9676 net.cpp:129] Top shape: 8 512 (4096)
I0228 11:22:52.530495  9676 net.cpp:137] Memory required for data: 3718889472
I0228 11:22:52.530501  9676 net.cpp:465] Sharing parameters 'ip2_w' owned by layer 'ip2', param index 0
I0228 11:22:52.530506  9676 net.cpp:465] Sharing parameters 'ip2_b' owned by layer 'ip2', param index 1
I0228 11:22:52.530511  9676 layer_factory.hpp:77] Creating layer feat_p
I0228 11:22:52.530519  9676 net.cpp:84] Creating Layer feat_p
I0228 11:22:52.530522  9676 net.cpp:406] feat_p <- ip2_p
I0228 11:22:52.530529  9676 net.cpp:380] feat_p -> feat_p
I0228 11:22:52.532830  9676 net.cpp:122] Setting up feat_p
I0228 11:22:52.532845  9676 net.cpp:129] Top shape: 8 512 (4096)
I0228 11:22:52.532848  9676 net.cpp:137] Memory required for data: 3718905856
I0228 11:22:52.532855  9676 net.cpp:465] Sharing parameters 'feat_w' owned by layer 'feat', param index 0
I0228 11:22:52.532860  9676 net.cpp:465] Sharing parameters 'feat_b' owned by layer 'feat', param index 1
I0228 11:22:52.532866  9676 layer_factory.hpp:77] Creating layer loss
I0228 11:22:52.551188  9676 net.cpp:84] Creating Layer loss
I0228 11:22:52.551213  9676 net.cpp:406] loss <- feat
I0228 11:22:52.551220  9676 net.cpp:406] loss <- feat_p
I0228 11:22:52.551228  9676 net.cpp:380] loss -> loss
I0228 11:22:52.551724  9676 net.cpp:122] Setting up loss
I0228 11:22:52.551738  9676 net.cpp:129] Top shape: 1 (1)
I0228 11:22:52.551741  9676 net.cpp:132]     with loss weight 1
I0228 11:22:52.551751  9676 net.cpp:137] Memory required for data: 3718905860
I0228 11:22:52.551755  9676 net.cpp:198] loss needs backward computation.
I0228 11:22:52.551760  9676 net.cpp:198] feat_p needs backward computation.
I0228 11:22:52.551764  9676 net.cpp:198] ip2_p needs backward computation.
I0228 11:22:52.551769  9676 net.cpp:198] relu1_p needs backward computation.
I0228 11:22:52.551772  9676 net.cpp:198] ip1_p needs backward computation.
I0228 11:22:52.551776  9676 net.cpp:198] pool_p needs backward computation.
I0228 11:22:52.551780  9676 net.cpp:198] res5c_relu_p needs backward computation.
I0228 11:22:52.551784  9676 net.cpp:198] res5c_p needs backward computation.
I0228 11:22:52.551789  9676 net.cpp:198] scale5c_branch2c_p needs backward computation.
I0228 11:22:52.551792  9676 net.cpp:198] bn5c_branch2c_p needs backward computation.
I0228 11:22:52.551796  9676 net.cpp:198] res5c_branch2c_p needs backward computation.
I0228 11:22:52.551800  9676 net.cpp:198] res5c_branch2b_relu_p needs backward computation.
I0228 11:22:52.551805  9676 net.cpp:198] scale5c_branch2b_p needs backward computation.
I0228 11:22:52.551808  9676 net.cpp:198] bn5c_branch2b_p needs backward computation.
I0228 11:22:52.551811  9676 net.cpp:198] res5c_branch2b_p needs backward computation.
I0228 11:22:52.551815  9676 net.cpp:198] res5c_branch2a_relu_p needs backward computation.
I0228 11:22:52.551820  9676 net.cpp:198] scale5c_branch2a_p needs backward computation.
I0228 11:22:52.551823  9676 net.cpp:198] bn5c_branch2a_p needs backward computation.
I0228 11:22:52.551826  9676 net.cpp:198] res5c_branch2a_p needs backward computation.
I0228 11:22:52.551831  9676 net.cpp:198] res5b_p_res5b_relu_p_0_split needs backward computation.
I0228 11:22:52.551836  9676 net.cpp:198] res5b_relu_p needs backward computation.
I0228 11:22:52.551838  9676 net.cpp:198] res5b_p needs backward computation.
I0228 11:22:52.551843  9676 net.cpp:198] scale5b_branch2c_p needs backward computation.
I0228 11:22:52.551846  9676 net.cpp:198] bn5b_branch2c_p needs backward computation.
I0228 11:22:52.551851  9676 net.cpp:198] res5b_branch2c_p needs backward computation.
I0228 11:22:52.551854  9676 net.cpp:198] res5b_branch2b_relu_p needs backward computation.
I0228 11:22:52.551858  9676 net.cpp:198] scale5b_branch2b_p needs backward computation.
I0228 11:22:52.551862  9676 net.cpp:198] bn5b_branch2b_p needs backward computation.
I0228 11:22:52.551865  9676 net.cpp:198] res5b_branch2b_p needs backward computation.
I0228 11:22:52.551869  9676 net.cpp:198] res5b_branch2a_relu_p needs backward computation.
I0228 11:22:52.551873  9676 net.cpp:198] scale5b_branch2a_p needs backward computation.
I0228 11:22:52.551877  9676 net.cpp:198] bn5b_branch2a_p needs backward computation.
I0228 11:22:52.551882  9676 net.cpp:198] res5b_branch2a_p needs backward computation.
I0228 11:22:52.551884  9676 net.cpp:198] res5a_p_res5a_relu_p_0_split needs backward computation.
I0228 11:22:52.551888  9676 net.cpp:198] res5a_relu_p needs backward computation.
I0228 11:22:52.551892  9676 net.cpp:198] res5a_p needs backward computation.
I0228 11:22:52.551898  9676 net.cpp:198] scale5a_branch2c_p needs backward computation.
I0228 11:22:52.551901  9676 net.cpp:198] bn5a_branch2c_p needs backward computation.
I0228 11:22:52.551904  9676 net.cpp:198] res5a_branch2c_p needs backward computation.
I0228 11:22:52.551908  9676 net.cpp:198] res5a_branch2b_relu_p needs backward computation.
I0228 11:22:52.551913  9676 net.cpp:198] scale5a_branch2b_p needs backward computation.
I0228 11:22:52.551920  9676 net.cpp:198] bn5a_branch2b_p needs backward computation.
I0228 11:22:52.551924  9676 net.cpp:198] res5a_branch2b_p needs backward computation.
I0228 11:22:52.551928  9676 net.cpp:198] res5a_branch2a_relu_p needs backward computation.
I0228 11:22:52.551933  9676 net.cpp:198] scale5a_branch2a_p needs backward computation.
I0228 11:22:52.551936  9676 net.cpp:198] bn5a_branch2a_p needs backward computation.
I0228 11:22:52.551940  9676 net.cpp:198] res5a_branch2a_p needs backward computation.
I0228 11:22:52.551944  9676 net.cpp:198] scale5a_branch1_p needs backward computation.
I0228 11:22:52.551949  9676 net.cpp:198] bn5a_branch1_p needs backward computation.
I0228 11:22:52.551951  9676 net.cpp:198] res5a_branch1_p needs backward computation.
I0228 11:22:52.551956  9676 net.cpp:198] res4f_p_res4f_relu_p_0_split needs backward computation.
I0228 11:22:52.551960  9676 net.cpp:198] res4f_relu_p needs backward computation.
I0228 11:22:52.551964  9676 net.cpp:198] res4f_p needs backward computation.
I0228 11:22:52.551970  9676 net.cpp:198] scale4f_branch2c_p needs backward computation.
I0228 11:22:52.551973  9676 net.cpp:198] bn4f_branch2c_p needs backward computation.
I0228 11:22:52.551976  9676 net.cpp:198] res4f_branch2c_p needs backward computation.
I0228 11:22:52.551981  9676 net.cpp:198] res4f_branch2b_relu_p needs backward computation.
I0228 11:22:52.551985  9676 net.cpp:198] scale4f_branch2b_p needs backward computation.
I0228 11:22:52.551988  9676 net.cpp:198] bn4f_branch2b_p needs backward computation.
I0228 11:22:52.551992  9676 net.cpp:198] res4f_branch2b_p needs backward computation.
I0228 11:22:52.551996  9676 net.cpp:198] res4f_branch2a_relu_p needs backward computation.
I0228 11:22:52.552000  9676 net.cpp:198] scale4f_branch2a_p needs backward computation.
I0228 11:22:52.552004  9676 net.cpp:198] bn4f_branch2a_p needs backward computation.
I0228 11:22:52.552007  9676 net.cpp:198] res4f_branch2a_p needs backward computation.
I0228 11:22:52.552012  9676 net.cpp:198] res4e_p_res4e_relu_p_0_split needs backward computation.
I0228 11:22:52.552016  9676 net.cpp:198] res4e_relu_p needs backward computation.
I0228 11:22:52.552021  9676 net.cpp:198] res4e_p needs backward computation.
I0228 11:22:52.552024  9676 net.cpp:198] scale4e_branch2c_p needs backward computation.
I0228 11:22:52.552028  9676 net.cpp:198] bn4e_branch2c_p needs backward computation.
I0228 11:22:52.552032  9676 net.cpp:198] res4e_branch2c_p needs backward computation.
I0228 11:22:52.552037  9676 net.cpp:198] res4e_branch2b_relu_p needs backward computation.
I0228 11:22:52.552039  9676 net.cpp:198] scale4e_branch2b_p needs backward computation.
I0228 11:22:52.552043  9676 net.cpp:198] bn4e_branch2b_p needs backward computation.
I0228 11:22:52.552047  9676 net.cpp:198] res4e_branch2b_p needs backward computation.
I0228 11:22:52.552052  9676 net.cpp:198] res4e_branch2a_relu_p needs backward computation.
I0228 11:22:52.552054  9676 net.cpp:198] scale4e_branch2a_p needs backward computation.
I0228 11:22:52.552058  9676 net.cpp:198] bn4e_branch2a_p needs backward computation.
I0228 11:22:52.552062  9676 net.cpp:198] res4e_branch2a_p needs backward computation.
I0228 11:22:52.552067  9676 net.cpp:198] res4d_p_res4d_relu_p_0_split needs backward computation.
I0228 11:22:52.552070  9676 net.cpp:198] res4d_relu_p needs backward computation.
I0228 11:22:52.552074  9676 net.cpp:198] res4d_p needs backward computation.
I0228 11:22:52.552078  9676 net.cpp:198] scale4d_branch2c_p needs backward computation.
I0228 11:22:52.552083  9676 net.cpp:198] bn4d_branch2c_p needs backward computation.
I0228 11:22:52.552085  9676 net.cpp:198] res4d_branch2c_p needs backward computation.
I0228 11:22:52.552090  9676 net.cpp:198] res4d_branch2b_relu_p needs backward computation.
I0228 11:22:52.552093  9676 net.cpp:198] scale4d_branch2b_p needs backward computation.
I0228 11:22:52.552098  9676 net.cpp:198] bn4d_branch2b_p needs backward computation.
I0228 11:22:52.552101  9676 net.cpp:198] res4d_branch2b_p needs backward computation.
I0228 11:22:52.552105  9676 net.cpp:198] res4d_branch2a_relu_p needs backward computation.
I0228 11:22:52.552111  9676 net.cpp:198] scale4d_branch2a_p needs backward computation.
I0228 11:22:52.552114  9676 net.cpp:198] bn4d_branch2a_p needs backward computation.
I0228 11:22:52.552119  9676 net.cpp:198] res4d_branch2a_p needs backward computation.
I0228 11:22:52.552124  9676 net.cpp:198] res4c_p_res4c_relu_p_0_split needs backward computation.
I0228 11:22:52.552127  9676 net.cpp:198] res4c_relu_p needs backward computation.
I0228 11:22:52.552130  9676 net.cpp:198] res4c_p needs backward computation.
I0228 11:22:52.552135  9676 net.cpp:198] scale4c_branch2c_p needs backward computation.
I0228 11:22:52.552139  9676 net.cpp:198] bn4c_branch2c_p needs backward computation.
I0228 11:22:52.552142  9676 net.cpp:198] res4c_branch2c_p needs backward computation.
I0228 11:22:52.552146  9676 net.cpp:198] res4c_branch2b_relu_p needs backward computation.
I0228 11:22:52.552150  9676 net.cpp:198] scale4c_branch2b_p needs backward computation.
I0228 11:22:52.552155  9676 net.cpp:198] bn4c_branch2b_p needs backward computation.
I0228 11:22:52.552158  9676 net.cpp:198] res4c_branch2b_p needs backward computation.
I0228 11:22:52.552162  9676 net.cpp:198] res4c_branch2a_relu_p needs backward computation.
I0228 11:22:52.552166  9676 net.cpp:198] scale4c_branch2a_p needs backward computation.
I0228 11:22:52.552170  9676 net.cpp:198] bn4c_branch2a_p needs backward computation.
I0228 11:22:52.552175  9676 net.cpp:198] res4c_branch2a_p needs backward computation.
I0228 11:22:52.552178  9676 net.cpp:198] res4b_p_res4b_relu_p_0_split needs backward computation.
I0228 11:22:52.552181  9676 net.cpp:198] res4b_relu_p needs backward computation.
I0228 11:22:52.552186  9676 net.cpp:198] res4b_p needs backward computation.
I0228 11:22:52.552191  9676 net.cpp:198] scale4b_branch2c_p needs backward computation.
I0228 11:22:52.552194  9676 net.cpp:198] bn4b_branch2c_p needs backward computation.
I0228 11:22:52.552198  9676 net.cpp:198] res4b_branch2c_p needs backward computation.
I0228 11:22:52.552202  9676 net.cpp:198] res4b_branch2b_relu_p needs backward computation.
I0228 11:22:52.552206  9676 net.cpp:198] scale4b_branch2b_p needs backward computation.
I0228 11:22:52.552209  9676 net.cpp:198] bn4b_branch2b_p needs backward computation.
I0228 11:22:52.552213  9676 net.cpp:198] res4b_branch2b_p needs backward computation.
I0228 11:22:52.552217  9676 net.cpp:198] res4b_branch2a_relu_p needs backward computation.
I0228 11:22:52.552222  9676 net.cpp:198] scale4b_branch2a_p needs backward computation.
I0228 11:22:52.552224  9676 net.cpp:198] bn4b_branch2a_p needs backward computation.
I0228 11:22:52.552228  9676 net.cpp:198] res4b_branch2a_p needs backward computation.
I0228 11:22:52.552232  9676 net.cpp:198] res4a_p_res4a_relu_p_0_split needs backward computation.
I0228 11:22:52.552237  9676 net.cpp:198] res4a_relu_p needs backward computation.
I0228 11:22:52.552240  9676 net.cpp:198] res4a_p needs backward computation.
I0228 11:22:52.552244  9676 net.cpp:198] scale4a_branch2c_p needs backward computation.
I0228 11:22:52.552248  9676 net.cpp:198] bn4a_branch2c_p needs backward computation.
I0228 11:22:52.552253  9676 net.cpp:198] res4a_branch2c_p needs backward computation.
I0228 11:22:52.552256  9676 net.cpp:198] res4a_branch2b_relu_p needs backward computation.
I0228 11:22:52.552260  9676 net.cpp:198] scale4a_branch2b_p needs backward computation.
I0228 11:22:52.552264  9676 net.cpp:198] bn4a_branch2b_p needs backward computation.
I0228 11:22:52.552268  9676 net.cpp:198] res4a_branch2b_p needs backward computation.
I0228 11:22:52.552271  9676 net.cpp:198] res4a_branch2a_relu_p needs backward computation.
I0228 11:22:52.552275  9676 net.cpp:198] scale4a_branch2a_p needs backward computation.
I0228 11:22:52.552279  9676 net.cpp:198] bn4a_branch2a_p needs backward computation.
I0228 11:22:52.552284  9676 net.cpp:198] res4a_branch2a_p needs backward computation.
I0228 11:22:52.552287  9676 net.cpp:198] scale4a_branch1_p needs backward computation.
I0228 11:22:52.552291  9676 net.cpp:198] bn4a_branch1_p needs backward computation.
I0228 11:22:52.552299  9676 net.cpp:198] res4a_branch1_p needs backward computation.
I0228 11:22:52.552304  9676 net.cpp:198] res3d_p_res3d_relu_p_0_split needs backward computation.
I0228 11:22:52.552307  9676 net.cpp:198] res3d_relu_p needs backward computation.
I0228 11:22:52.552310  9676 net.cpp:198] res3d_p needs backward computation.
I0228 11:22:52.552315  9676 net.cpp:198] scale3d_branch2c_p needs backward computation.
I0228 11:22:52.552320  9676 net.cpp:198] bn3d_branch2c_p needs backward computation.
I0228 11:22:52.552323  9676 net.cpp:198] res3d_branch2c_p needs backward computation.
I0228 11:22:52.552327  9676 net.cpp:198] res3d_branch2b_relu_p needs backward computation.
I0228 11:22:52.552331  9676 net.cpp:198] scale3d_branch2b_p needs backward computation.
I0228 11:22:52.552335  9676 net.cpp:198] bn3d_branch2b_p needs backward computation.
I0228 11:22:52.552338  9676 net.cpp:198] res3d_branch2b_p needs backward computation.
I0228 11:22:52.552342  9676 net.cpp:198] res3d_branch2a_relu_p needs backward computation.
I0228 11:22:52.552347  9676 net.cpp:198] scale3d_branch2a_p needs backward computation.
I0228 11:22:52.552350  9676 net.cpp:198] bn3d_branch2a_p needs backward computation.
I0228 11:22:52.552354  9676 net.cpp:198] res3d_branch2a_p needs backward computation.
I0228 11:22:52.552358  9676 net.cpp:198] res3c_p_res3c_relu_p_0_split needs backward computation.
I0228 11:22:52.552362  9676 net.cpp:198] res3c_relu_p needs backward computation.
I0228 11:22:52.552366  9676 net.cpp:198] res3c_p needs backward computation.
I0228 11:22:52.552371  9676 net.cpp:198] scale3c_branch2c_p needs backward computation.
I0228 11:22:52.552374  9676 net.cpp:198] bn3c_branch2c_p needs backward computation.
I0228 11:22:52.552378  9676 net.cpp:198] res3c_branch2c_p needs backward computation.
I0228 11:22:52.552382  9676 net.cpp:198] res3c_branch2b_relu_p needs backward computation.
I0228 11:22:52.552386  9676 net.cpp:198] scale3c_branch2b_p needs backward computation.
I0228 11:22:52.552389  9676 net.cpp:198] bn3c_branch2b_p needs backward computation.
I0228 11:22:52.552393  9676 net.cpp:198] res3c_branch2b_p needs backward computation.
I0228 11:22:52.552397  9676 net.cpp:198] res3c_branch2a_relu_p needs backward computation.
I0228 11:22:52.552402  9676 net.cpp:198] scale3c_branch2a_p needs backward computation.
I0228 11:22:52.552405  9676 net.cpp:198] bn3c_branch2a_p needs backward computation.
I0228 11:22:52.552409  9676 net.cpp:198] res3c_branch2a_p needs backward computation.
I0228 11:22:52.552413  9676 net.cpp:198] res3b_p_res3b_relu_p_0_split needs backward computation.
I0228 11:22:52.552417  9676 net.cpp:198] res3b_relu_p needs backward computation.
I0228 11:22:52.552422  9676 net.cpp:198] res3b_p needs backward computation.
I0228 11:22:52.552425  9676 net.cpp:198] scale3b_branch2c_p needs backward computation.
I0228 11:22:52.552429  9676 net.cpp:198] bn3b_branch2c_p needs backward computation.
I0228 11:22:52.552433  9676 net.cpp:198] res3b_branch2c_p needs backward computation.
I0228 11:22:52.552438  9676 net.cpp:198] res3b_branch2b_relu_p needs backward computation.
I0228 11:22:52.552441  9676 net.cpp:198] scale3b_branch2b_p needs backward computation.
I0228 11:22:52.552445  9676 net.cpp:198] bn3b_branch2b_p needs backward computation.
I0228 11:22:52.552448  9676 net.cpp:198] res3b_branch2b_p needs backward computation.
I0228 11:22:52.552453  9676 net.cpp:198] res3b_branch2a_relu_p needs backward computation.
I0228 11:22:52.552456  9676 net.cpp:198] scale3b_branch2a_p needs backward computation.
I0228 11:22:52.552460  9676 net.cpp:198] bn3b_branch2a_p needs backward computation.
I0228 11:22:52.552464  9676 net.cpp:198] res3b_branch2a_p needs backward computation.
I0228 11:22:52.552467  9676 net.cpp:198] res3a_p_res3a_relu_p_0_split needs backward computation.
I0228 11:22:52.552471  9676 net.cpp:198] res3a_relu_p needs backward computation.
I0228 11:22:52.552475  9676 net.cpp:198] res3a_p needs backward computation.
I0228 11:22:52.552480  9676 net.cpp:198] scale3a_branch2c_p needs backward computation.
I0228 11:22:52.552485  9676 net.cpp:198] bn3a_branch2c_p needs backward computation.
I0228 11:22:52.552489  9676 net.cpp:198] res3a_branch2c_p needs backward computation.
I0228 11:22:52.552494  9676 net.cpp:198] res3a_branch2b_relu_p needs backward computation.
I0228 11:22:52.552497  9676 net.cpp:198] scale3a_branch2b_p needs backward computation.
I0228 11:22:52.552501  9676 net.cpp:198] bn3a_branch2b_p needs backward computation.
I0228 11:22:52.552505  9676 net.cpp:198] res3a_branch2b_p needs backward computation.
I0228 11:22:52.552510  9676 net.cpp:198] res3a_branch2a_relu_p needs backward computation.
I0228 11:22:52.552513  9676 net.cpp:198] scale3a_branch2a_p needs backward computation.
I0228 11:22:52.552516  9676 net.cpp:198] bn3a_branch2a_p needs backward computation.
I0228 11:22:52.552520  9676 net.cpp:198] res3a_branch2a_p needs backward computation.
I0228 11:22:52.552525  9676 net.cpp:198] scale3a_branch1_p needs backward computation.
I0228 11:22:52.552530  9676 net.cpp:198] bn3a_branch1_p needs backward computation.
I0228 11:22:52.552533  9676 net.cpp:198] res3a_branch1_p needs backward computation.
I0228 11:22:52.552537  9676 net.cpp:198] res2c_p_res2c_relu_p_0_split needs backward computation.
I0228 11:22:52.552541  9676 net.cpp:198] res2c_relu_p needs backward computation.
I0228 11:22:52.552546  9676 net.cpp:198] res2c_p needs backward computation.
I0228 11:22:52.552551  9676 net.cpp:198] scale2c_branch2c_p needs backward computation.
I0228 11:22:52.552554  9676 net.cpp:198] bn2c_branch2c_p needs backward computation.
I0228 11:22:52.552558  9676 net.cpp:198] res2c_branch2c_p needs backward computation.
I0228 11:22:52.552562  9676 net.cpp:198] res2c_branch2b_relu_p needs backward computation.
I0228 11:22:52.552565  9676 net.cpp:198] scale2c_branch2b_p needs backward computation.
I0228 11:22:52.552569  9676 net.cpp:198] bn2c_branch2b_p needs backward computation.
I0228 11:22:52.552573  9676 net.cpp:198] res2c_branch2b_p needs backward computation.
I0228 11:22:52.552577  9676 net.cpp:198] res2c_branch2a_relu_p needs backward computation.
I0228 11:22:52.552580  9676 net.cpp:198] scale2c_branch2a_p needs backward computation.
I0228 11:22:52.552585  9676 net.cpp:198] bn2c_branch2a_p needs backward computation.
I0228 11:22:52.552588  9676 net.cpp:198] res2c_branch2a_p needs backward computation.
I0228 11:22:52.552592  9676 net.cpp:198] res2b_p_res2b_relu_p_0_split needs backward computation.
I0228 11:22:52.552597  9676 net.cpp:198] res2b_relu_p needs backward computation.
I0228 11:22:52.552600  9676 net.cpp:198] res2b_p needs backward computation.
I0228 11:22:52.552605  9676 net.cpp:198] scale2b_branch2c_p needs backward computation.
I0228 11:22:52.552609  9676 net.cpp:198] bn2b_branch2c_p needs backward computation.
I0228 11:22:52.552613  9676 net.cpp:198] res2b_branch2c_p needs backward computation.
I0228 11:22:52.552618  9676 net.cpp:198] res2b_branch2b_relu_p needs backward computation.
I0228 11:22:52.552620  9676 net.cpp:198] scale2b_branch2b_p needs backward computation.
I0228 11:22:52.552624  9676 net.cpp:198] bn2b_branch2b_p needs backward computation.
I0228 11:22:52.552628  9676 net.cpp:198] res2b_branch2b_p needs backward computation.
I0228 11:22:52.552633  9676 net.cpp:198] res2b_branch2a_relu_p needs backward computation.
I0228 11:22:52.552636  9676 net.cpp:198] scale2b_branch2a_p needs backward computation.
I0228 11:22:52.552639  9676 net.cpp:198] bn2b_branch2a_p needs backward computation.
I0228 11:22:52.552644  9676 net.cpp:198] res2b_branch2a_p needs backward computation.
I0228 11:22:52.552647  9676 net.cpp:198] res2a_p_res2a_relu_p_0_split needs backward computation.
I0228 11:22:52.552651  9676 net.cpp:198] res2a_relu_p needs backward computation.
I0228 11:22:52.552655  9676 net.cpp:198] res2a_p needs backward computation.
I0228 11:22:52.552659  9676 net.cpp:198] scale2a_branch2c_p needs backward computation.
I0228 11:22:52.552664  9676 net.cpp:198] bn2a_branch2c_p needs backward computation.
I0228 11:22:52.552667  9676 net.cpp:198] res2a_branch2c_p needs backward computation.
I0228 11:22:52.552672  9676 net.cpp:198] res2a_branch2b_relu_p needs backward computation.
I0228 11:22:52.552676  9676 net.cpp:198] scale2a_branch2b_p needs backward computation.
I0228 11:22:52.552680  9676 net.cpp:198] bn2a_branch2b_p needs backward computation.
I0228 11:22:52.552685  9676 net.cpp:198] res2a_branch2b_p needs backward computation.
I0228 11:22:52.552688  9676 net.cpp:198] res2a_branch2a_relu_p needs backward computation.
I0228 11:22:52.552692  9676 net.cpp:198] scale2a_branch2a_p needs backward computation.
I0228 11:22:52.552696  9676 net.cpp:198] bn2a_branch2a_p needs backward computation.
I0228 11:22:52.552700  9676 net.cpp:198] res2a_branch2a_p needs backward computation.
I0228 11:22:52.552705  9676 net.cpp:198] scale2a_branch1_p needs backward computation.
I0228 11:22:52.552708  9676 net.cpp:198] bn2a_branch1_p needs backward computation.
I0228 11:22:52.552712  9676 net.cpp:198] res2a_branch1_p needs backward computation.
I0228 11:22:52.552716  9676 net.cpp:198] pool1_p_pool1_p_0_split needs backward computation.
I0228 11:22:52.552721  9676 net.cpp:198] pool1_p needs backward computation.
I0228 11:22:52.552724  9676 net.cpp:198] conv1_relu_p needs backward computation.
I0228 11:22:52.552729  9676 net.cpp:198] scale_conv1_p needs backward computation.
I0228 11:22:52.552732  9676 net.cpp:198] bn_conv1_p needs backward computation.
I0228 11:22:52.552736  9676 net.cpp:198] conv1_p needs backward computation.
I0228 11:22:52.552740  9676 net.cpp:198] feat needs backward computation.
I0228 11:22:52.552745  9676 net.cpp:198] ip2 needs backward computation.
I0228 11:22:52.552748  9676 net.cpp:198] relu1 needs backward computation.
I0228 11:22:52.552752  9676 net.cpp:198] ip1 needs backward computation.
I0228 11:22:52.552757  9676 net.cpp:198] pool needs backward computation.
I0228 11:22:52.552762  9676 net.cpp:198] res5c_relu needs backward computation.
I0228 11:22:52.552764  9676 net.cpp:198] res5c needs backward computation.
I0228 11:22:52.552769  9676 net.cpp:198] scale5c_branch2c needs backward computation.
I0228 11:22:52.552773  9676 net.cpp:198] bn5c_branch2c needs backward computation.
I0228 11:22:52.552778  9676 net.cpp:198] res5c_branch2c needs backward computation.
I0228 11:22:52.552781  9676 net.cpp:198] res5c_branch2b_relu needs backward computation.
I0228 11:22:52.552785  9676 net.cpp:198] scale5c_branch2b needs backward computation.
I0228 11:22:52.552788  9676 net.cpp:198] bn5c_branch2b needs backward computation.
I0228 11:22:52.552793  9676 net.cpp:198] res5c_branch2b needs backward computation.
I0228 11:22:52.552796  9676 net.cpp:198] res5c_branch2a_relu needs backward computation.
I0228 11:22:52.552800  9676 net.cpp:198] scale5c_branch2a needs backward computation.
I0228 11:22:52.552803  9676 net.cpp:198] bn5c_branch2a needs backward computation.
I0228 11:22:52.552808  9676 net.cpp:198] res5c_branch2a needs backward computation.
I0228 11:22:52.552811  9676 net.cpp:198] res5b_res5b_relu_0_split needs backward computation.
I0228 11:22:52.552815  9676 net.cpp:198] res5b_relu needs backward computation.
I0228 11:22:52.552819  9676 net.cpp:198] res5b needs backward computation.
I0228 11:22:52.552824  9676 net.cpp:198] scale5b_branch2c needs backward computation.
I0228 11:22:52.552827  9676 net.cpp:198] bn5b_branch2c needs backward computation.
I0228 11:22:52.552831  9676 net.cpp:198] res5b_branch2c needs backward computation.
I0228 11:22:52.552835  9676 net.cpp:198] res5b_branch2b_relu needs backward computation.
I0228 11:22:52.552839  9676 net.cpp:198] scale5b_branch2b needs backward computation.
I0228 11:22:52.552844  9676 net.cpp:198] bn5b_branch2b needs backward computation.
I0228 11:22:52.552846  9676 net.cpp:198] res5b_branch2b needs backward computation.
I0228 11:22:52.552850  9676 net.cpp:198] res5b_branch2a_relu needs backward computation.
I0228 11:22:52.552855  9676 net.cpp:198] scale5b_branch2a needs backward computation.
I0228 11:22:52.552858  9676 net.cpp:198] bn5b_branch2a needs backward computation.
I0228 11:22:52.552861  9676 net.cpp:198] res5b_branch2a needs backward computation.
I0228 11:22:52.552867  9676 net.cpp:198] res5a_res5a_relu_0_split needs backward computation.
I0228 11:22:52.552871  9676 net.cpp:198] res5a_relu needs backward computation.
I0228 11:22:52.552875  9676 net.cpp:198] res5a needs backward computation.
I0228 11:22:52.552881  9676 net.cpp:198] scale5a_branch2c needs backward computation.
I0228 11:22:52.552883  9676 net.cpp:198] bn5a_branch2c needs backward computation.
I0228 11:22:52.552887  9676 net.cpp:198] res5a_branch2c needs backward computation.
I0228 11:22:52.552891  9676 net.cpp:198] res5a_branch2b_relu needs backward computation.
I0228 11:22:52.552896  9676 net.cpp:198] scale5a_branch2b needs backward computation.
I0228 11:22:52.552899  9676 net.cpp:198] bn5a_branch2b needs backward computation.
I0228 11:22:52.552903  9676 net.cpp:198] res5a_branch2b needs backward computation.
I0228 11:22:52.552907  9676 net.cpp:198] res5a_branch2a_relu needs backward computation.
I0228 11:22:52.552911  9676 net.cpp:198] scale5a_branch2a needs backward computation.
I0228 11:22:52.552916  9676 net.cpp:198] bn5a_branch2a needs backward computation.
I0228 11:22:52.552918  9676 net.cpp:198] res5a_branch2a needs backward computation.
I0228 11:22:52.552923  9676 net.cpp:198] scale5a_branch1 needs backward computation.
I0228 11:22:52.552927  9676 net.cpp:198] bn5a_branch1 needs backward computation.
I0228 11:22:52.552930  9676 net.cpp:198] res5a_branch1 needs backward computation.
I0228 11:22:52.552935  9676 net.cpp:198] res4f_res4f_relu_0_split needs backward computation.
I0228 11:22:52.552939  9676 net.cpp:198] res4f_relu needs backward computation.
I0228 11:22:52.552942  9676 net.cpp:198] res4f needs backward computation.
I0228 11:22:52.552947  9676 net.cpp:198] scale4f_branch2c needs backward computation.
I0228 11:22:52.552951  9676 net.cpp:198] bn4f_branch2c needs backward computation.
I0228 11:22:52.552955  9676 net.cpp:198] res4f_branch2c needs backward computation.
I0228 11:22:52.552959  9676 net.cpp:198] res4f_branch2b_relu needs backward computation.
I0228 11:22:52.552963  9676 net.cpp:198] scale4f_branch2b needs backward computation.
I0228 11:22:52.552966  9676 net.cpp:198] bn4f_branch2b needs backward computation.
I0228 11:22:52.552970  9676 net.cpp:198] res4f_branch2b needs backward computation.
I0228 11:22:52.552973  9676 net.cpp:198] res4f_branch2a_relu needs backward computation.
I0228 11:22:52.552978  9676 net.cpp:198] scale4f_branch2a needs backward computation.
I0228 11:22:52.552981  9676 net.cpp:198] bn4f_branch2a needs backward computation.
I0228 11:22:52.552985  9676 net.cpp:198] res4f_branch2a needs backward computation.
I0228 11:22:52.552989  9676 net.cpp:198] res4e_res4e_relu_0_split needs backward computation.
I0228 11:22:52.552994  9676 net.cpp:198] res4e_relu needs backward computation.
I0228 11:22:52.552997  9676 net.cpp:198] res4e needs backward computation.
I0228 11:22:52.553001  9676 net.cpp:198] scale4e_branch2c needs backward computation.
I0228 11:22:52.553005  9676 net.cpp:198] bn4e_branch2c needs backward computation.
I0228 11:22:52.553009  9676 net.cpp:198] res4e_branch2c needs backward computation.
I0228 11:22:52.553014  9676 net.cpp:198] res4e_branch2b_relu needs backward computation.
I0228 11:22:52.553016  9676 net.cpp:198] scale4e_branch2b needs backward computation.
I0228 11:22:52.553020  9676 net.cpp:198] bn4e_branch2b needs backward computation.
I0228 11:22:52.553025  9676 net.cpp:198] res4e_branch2b needs backward computation.
I0228 11:22:52.553028  9676 net.cpp:198] res4e_branch2a_relu needs backward computation.
I0228 11:22:52.553032  9676 net.cpp:198] scale4e_branch2a needs backward computation.
I0228 11:22:52.553035  9676 net.cpp:198] bn4e_branch2a needs backward computation.
I0228 11:22:52.553040  9676 net.cpp:198] res4e_branch2a needs backward computation.
I0228 11:22:52.553045  9676 net.cpp:198] res4d_res4d_relu_0_split needs backward computation.
I0228 11:22:52.553048  9676 net.cpp:198] res4d_relu needs backward computation.
I0228 11:22:52.553051  9676 net.cpp:198] res4d needs backward computation.
I0228 11:22:52.553056  9676 net.cpp:198] scale4d_branch2c needs backward computation.
I0228 11:22:52.553061  9676 net.cpp:198] bn4d_branch2c needs backward computation.
I0228 11:22:52.553066  9676 net.cpp:198] res4d_branch2c needs backward computation.
I0228 11:22:52.553069  9676 net.cpp:198] res4d_branch2b_relu needs backward computation.
I0228 11:22:52.553072  9676 net.cpp:198] scale4d_branch2b needs backward computation.
I0228 11:22:52.553076  9676 net.cpp:198] bn4d_branch2b needs backward computation.
I0228 11:22:52.553081  9676 net.cpp:198] res4d_branch2b needs backward computation.
I0228 11:22:52.553084  9676 net.cpp:198] res4d_branch2a_relu needs backward computation.
I0228 11:22:52.553087  9676 net.cpp:198] scale4d_branch2a needs backward computation.
I0228 11:22:52.553092  9676 net.cpp:198] bn4d_branch2a needs backward computation.
I0228 11:22:52.553095  9676 net.cpp:198] res4d_branch2a needs backward computation.
I0228 11:22:52.553099  9676 net.cpp:198] res4c_res4c_relu_0_split needs backward computation.
I0228 11:22:52.553103  9676 net.cpp:198] res4c_relu needs backward computation.
I0228 11:22:52.553107  9676 net.cpp:198] res4c needs backward computation.
I0228 11:22:52.553112  9676 net.cpp:198] scale4c_branch2c needs backward computation.
I0228 11:22:52.553115  9676 net.cpp:198] bn4c_branch2c needs backward computation.
I0228 11:22:52.553118  9676 net.cpp:198] res4c_branch2c needs backward computation.
I0228 11:22:52.553123  9676 net.cpp:198] res4c_branch2b_relu needs backward computation.
I0228 11:22:52.553127  9676 net.cpp:198] scale4c_branch2b needs backward computation.
I0228 11:22:52.553130  9676 net.cpp:198] bn4c_branch2b needs backward computation.
I0228 11:22:52.553133  9676 net.cpp:198] res4c_branch2b needs backward computation.
I0228 11:22:52.553138  9676 net.cpp:198] res4c_branch2a_relu needs backward computation.
I0228 11:22:52.553141  9676 net.cpp:198] scale4c_branch2a needs backward computation.
I0228 11:22:52.553144  9676 net.cpp:198] bn4c_branch2a needs backward computation.
I0228 11:22:52.553148  9676 net.cpp:198] res4c_branch2a needs backward computation.
I0228 11:22:52.553153  9676 net.cpp:198] res4b_res4b_relu_0_split needs backward computation.
I0228 11:22:52.553156  9676 net.cpp:198] res4b_relu needs backward computation.
I0228 11:22:52.553160  9676 net.cpp:198] res4b needs backward computation.
I0228 11:22:52.553164  9676 net.cpp:198] scale4b_branch2c needs backward computation.
I0228 11:22:52.553169  9676 net.cpp:198] bn4b_branch2c needs backward computation.
I0228 11:22:52.553172  9676 net.cpp:198] res4b_branch2c needs backward computation.
I0228 11:22:52.553176  9676 net.cpp:198] res4b_branch2b_relu needs backward computation.
I0228 11:22:52.553180  9676 net.cpp:198] scale4b_branch2b needs backward computation.
I0228 11:22:52.553184  9676 net.cpp:198] bn4b_branch2b needs backward computation.
I0228 11:22:52.553189  9676 net.cpp:198] res4b_branch2b needs backward computation.
I0228 11:22:52.553191  9676 net.cpp:198] res4b_branch2a_relu needs backward computation.
I0228 11:22:52.553195  9676 net.cpp:198] scale4b_branch2a needs backward computation.
I0228 11:22:52.553200  9676 net.cpp:198] bn4b_branch2a needs backward computation.
I0228 11:22:52.553203  9676 net.cpp:198] res4b_branch2a needs backward computation.
I0228 11:22:52.553207  9676 net.cpp:198] res4a_res4a_relu_0_split needs backward computation.
I0228 11:22:52.553211  9676 net.cpp:198] res4a_relu needs backward computation.
I0228 11:22:52.553216  9676 net.cpp:198] res4a needs backward computation.
I0228 11:22:52.553220  9676 net.cpp:198] scale4a_branch2c needs backward computation.
I0228 11:22:52.553225  9676 net.cpp:198] bn4a_branch2c needs backward computation.
I0228 11:22:52.553227  9676 net.cpp:198] res4a_branch2c needs backward computation.
I0228 11:22:52.553231  9676 net.cpp:198] res4a_branch2b_relu needs backward computation.
I0228 11:22:52.553236  9676 net.cpp:198] scale4a_branch2b needs backward computation.
I0228 11:22:52.553239  9676 net.cpp:198] bn4a_branch2b needs backward computation.
I0228 11:22:52.553242  9676 net.cpp:198] res4a_branch2b needs backward computation.
I0228 11:22:52.553248  9676 net.cpp:198] res4a_branch2a_relu needs backward computation.
I0228 11:22:52.553252  9676 net.cpp:198] scale4a_branch2a needs backward computation.
I0228 11:22:52.553256  9676 net.cpp:198] bn4a_branch2a needs backward computation.
I0228 11:22:52.553259  9676 net.cpp:198] res4a_branch2a needs backward computation.
I0228 11:22:52.553263  9676 net.cpp:198] scale4a_branch1 needs backward computation.
I0228 11:22:52.553267  9676 net.cpp:198] bn4a_branch1 needs backward computation.
I0228 11:22:52.553272  9676 net.cpp:198] res4a_branch1 needs backward computation.
I0228 11:22:52.553275  9676 net.cpp:198] res3d_res3d_relu_0_split needs backward computation.
I0228 11:22:52.553279  9676 net.cpp:198] res3d_relu needs backward computation.
I0228 11:22:52.553283  9676 net.cpp:198] res3d needs backward computation.
I0228 11:22:52.553287  9676 net.cpp:198] scale3d_branch2c needs backward computation.
I0228 11:22:52.553292  9676 net.cpp:198] bn3d_branch2c needs backward computation.
I0228 11:22:52.553295  9676 net.cpp:198] res3d_branch2c needs backward computation.
I0228 11:22:52.553299  9676 net.cpp:198] res3d_branch2b_relu needs backward computation.
I0228 11:22:52.553303  9676 net.cpp:198] scale3d_branch2b needs backward computation.
I0228 11:22:52.553306  9676 net.cpp:198] bn3d_branch2b needs backward computation.
I0228 11:22:52.553310  9676 net.cpp:198] res3d_branch2b needs backward computation.
I0228 11:22:52.553314  9676 net.cpp:198] res3d_branch2a_relu needs backward computation.
I0228 11:22:52.553318  9676 net.cpp:198] scale3d_branch2a needs backward computation.
I0228 11:22:52.553323  9676 net.cpp:198] bn3d_branch2a needs backward computation.
I0228 11:22:52.553325  9676 net.cpp:198] res3d_branch2a needs backward computation.
I0228 11:22:52.553330  9676 net.cpp:198] res3c_res3c_relu_0_split needs backward computation.
I0228 11:22:52.553334  9676 net.cpp:198] res3c_relu needs backward computation.
I0228 11:22:52.553337  9676 net.cpp:198] res3c needs backward computation.
I0228 11:22:52.553342  9676 net.cpp:198] scale3c_branch2c needs backward computation.
I0228 11:22:52.553346  9676 net.cpp:198] bn3c_branch2c needs backward computation.
I0228 11:22:52.553350  9676 net.cpp:198] res3c_branch2c needs backward computation.
I0228 11:22:52.553354  9676 net.cpp:198] res3c_branch2b_relu needs backward computation.
I0228 11:22:52.553359  9676 net.cpp:198] scale3c_branch2b needs backward computation.
I0228 11:22:52.553361  9676 net.cpp:198] bn3c_branch2b needs backward computation.
I0228 11:22:52.553365  9676 net.cpp:198] res3c_branch2b needs backward computation.
I0228 11:22:52.553369  9676 net.cpp:198] res3c_branch2a_relu needs backward computation.
I0228 11:22:52.553373  9676 net.cpp:198] scale3c_branch2a needs backward computation.
I0228 11:22:52.553376  9676 net.cpp:198] bn3c_branch2a needs backward computation.
I0228 11:22:52.553380  9676 net.cpp:198] res3c_branch2a needs backward computation.
I0228 11:22:52.553385  9676 net.cpp:198] res3b_res3b_relu_0_split needs backward computation.
I0228 11:22:52.553388  9676 net.cpp:198] res3b_relu needs backward computation.
I0228 11:22:52.553391  9676 net.cpp:198] res3b needs backward computation.
I0228 11:22:52.553396  9676 net.cpp:198] scale3b_branch2c needs backward computation.
I0228 11:22:52.553400  9676 net.cpp:198] bn3b_branch2c needs backward computation.
I0228 11:22:52.553403  9676 net.cpp:198] res3b_branch2c needs backward computation.
I0228 11:22:52.553407  9676 net.cpp:198] res3b_branch2b_relu needs backward computation.
I0228 11:22:52.553411  9676 net.cpp:198] scale3b_branch2b needs backward computation.
I0228 11:22:52.553416  9676 net.cpp:198] bn3b_branch2b needs backward computation.
I0228 11:22:52.553419  9676 net.cpp:198] res3b_branch2b needs backward computation.
I0228 11:22:52.553422  9676 net.cpp:198] res3b_branch2a_relu needs backward computation.
I0228 11:22:52.553426  9676 net.cpp:198] scale3b_branch2a needs backward computation.
I0228 11:22:52.553429  9676 net.cpp:198] bn3b_branch2a needs backward computation.
I0228 11:22:52.553436  9676 net.cpp:198] res3b_branch2a needs backward computation.
I0228 11:22:52.553439  9676 net.cpp:198] res3a_res3a_relu_0_split needs backward computation.
I0228 11:22:52.553443  9676 net.cpp:198] res3a_relu needs backward computation.
I0228 11:22:52.553447  9676 net.cpp:198] res3a needs backward computation.
I0228 11:22:52.553452  9676 net.cpp:198] scale3a_branch2c needs backward computation.
I0228 11:22:52.553455  9676 net.cpp:198] bn3a_branch2c needs backward computation.
I0228 11:22:52.553458  9676 net.cpp:198] res3a_branch2c needs backward computation.
I0228 11:22:52.553462  9676 net.cpp:198] res3a_branch2b_relu needs backward computation.
I0228 11:22:52.553467  9676 net.cpp:198] scale3a_branch2b needs backward computation.
I0228 11:22:52.553470  9676 net.cpp:198] bn3a_branch2b needs backward computation.
I0228 11:22:52.553474  9676 net.cpp:198] res3a_branch2b needs backward computation.
I0228 11:22:52.553478  9676 net.cpp:198] res3a_branch2a_relu needs backward computation.
I0228 11:22:52.553481  9676 net.cpp:198] scale3a_branch2a needs backward computation.
I0228 11:22:52.553485  9676 net.cpp:198] bn3a_branch2a needs backward computation.
I0228 11:22:52.553488  9676 net.cpp:198] res3a_branch2a needs backward computation.
I0228 11:22:52.553493  9676 net.cpp:198] scale3a_branch1 needs backward computation.
I0228 11:22:52.553498  9676 net.cpp:198] bn3a_branch1 needs backward computation.
I0228 11:22:52.553500  9676 net.cpp:198] res3a_branch1 needs backward computation.
I0228 11:22:52.553504  9676 net.cpp:198] res2c_res2c_relu_0_split needs backward computation.
I0228 11:22:52.553508  9676 net.cpp:198] res2c_relu needs backward computation.
I0228 11:22:52.553513  9676 net.cpp:198] res2c needs backward computation.
I0228 11:22:52.553517  9676 net.cpp:198] scale2c_branch2c needs backward computation.
I0228 11:22:52.553520  9676 net.cpp:198] bn2c_branch2c needs backward computation.
I0228 11:22:52.553524  9676 net.cpp:198] res2c_branch2c needs backward computation.
I0228 11:22:52.553529  9676 net.cpp:198] res2c_branch2b_relu needs backward computation.
I0228 11:22:52.553532  9676 net.cpp:198] scale2c_branch2b needs backward computation.
I0228 11:22:52.553535  9676 net.cpp:198] bn2c_branch2b needs backward computation.
I0228 11:22:52.553539  9676 net.cpp:198] res2c_branch2b needs backward computation.
I0228 11:22:52.553544  9676 net.cpp:198] res2c_branch2a_relu needs backward computation.
I0228 11:22:52.553547  9676 net.cpp:198] scale2c_branch2a needs backward computation.
I0228 11:22:52.553550  9676 net.cpp:198] bn2c_branch2a needs backward computation.
I0228 11:22:52.553555  9676 net.cpp:198] res2c_branch2a needs backward computation.
I0228 11:22:52.553558  9676 net.cpp:198] res2b_res2b_relu_0_split needs backward computation.
I0228 11:22:52.553562  9676 net.cpp:198] res2b_relu needs backward computation.
I0228 11:22:52.553566  9676 net.cpp:198] res2b needs backward computation.
I0228 11:22:52.553571  9676 net.cpp:198] scale2b_branch2c needs backward computation.
I0228 11:22:52.553575  9676 net.cpp:198] bn2b_branch2c needs backward computation.
I0228 11:22:52.553578  9676 net.cpp:198] res2b_branch2c needs backward computation.
I0228 11:22:52.553582  9676 net.cpp:198] res2b_branch2b_relu needs backward computation.
I0228 11:22:52.553586  9676 net.cpp:198] scale2b_branch2b needs backward computation.
I0228 11:22:52.553591  9676 net.cpp:198] bn2b_branch2b needs backward computation.
I0228 11:22:52.553593  9676 net.cpp:198] res2b_branch2b needs backward computation.
I0228 11:22:52.553597  9676 net.cpp:198] res2b_branch2a_relu needs backward computation.
I0228 11:22:52.553601  9676 net.cpp:198] scale2b_branch2a needs backward computation.
I0228 11:22:52.553606  9676 net.cpp:198] bn2b_branch2a needs backward computation.
I0228 11:22:52.553609  9676 net.cpp:198] res2b_branch2a needs backward computation.
I0228 11:22:52.553613  9676 net.cpp:198] res2a_res2a_relu_0_split needs backward computation.
I0228 11:22:52.553617  9676 net.cpp:198] res2a_relu needs backward computation.
I0228 11:22:52.553622  9676 net.cpp:198] res2a needs backward computation.
I0228 11:22:52.553627  9676 net.cpp:198] scale2a_branch2c needs backward computation.
I0228 11:22:52.553632  9676 net.cpp:198] bn2a_branch2c needs backward computation.
I0228 11:22:52.553634  9676 net.cpp:198] res2a_branch2c needs backward computation.
I0228 11:22:52.553638  9676 net.cpp:198] res2a_branch2b_relu needs backward computation.
I0228 11:22:52.553642  9676 net.cpp:198] scale2a_branch2b needs backward computation.
I0228 11:22:52.553647  9676 net.cpp:198] bn2a_branch2b needs backward computation.
I0228 11:22:52.553649  9676 net.cpp:198] res2a_branch2b needs backward computation.
I0228 11:22:52.553653  9676 net.cpp:198] res2a_branch2a_relu needs backward computation.
I0228 11:22:52.553658  9676 net.cpp:198] scale2a_branch2a needs backward computation.
I0228 11:22:52.553661  9676 net.cpp:198] bn2a_branch2a needs backward computation.
I0228 11:22:52.553664  9676 net.cpp:198] res2a_branch2a needs backward computation.
I0228 11:22:52.553669  9676 net.cpp:198] scale2a_branch1 needs backward computation.
I0228 11:22:52.553673  9676 net.cpp:198] bn2a_branch1 needs backward computation.
I0228 11:22:52.553676  9676 net.cpp:198] res2a_branch1 needs backward computation.
I0228 11:22:52.553680  9676 net.cpp:198] pool1_pool1_0_split needs backward computation.
I0228 11:22:52.553685  9676 net.cpp:198] pool1 needs backward computation.
I0228 11:22:52.553689  9676 net.cpp:198] conv1_relu needs backward computation.
I0228 11:22:52.553694  9676 net.cpp:198] scale_conv1 needs backward computation.
I0228 11:22:52.553696  9676 net.cpp:198] bn_conv1 needs backward computation.
I0228 11:22:52.553700  9676 net.cpp:198] conv1 needs backward computation.
I0228 11:22:52.553705  9676 net.cpp:200] slice does not need backward computation.
I0228 11:22:52.553709  9676 net.cpp:200] data does not need backward computation.
I0228 11:22:52.553712  9676 net.cpp:242] This network produces output loss
I0228 11:22:52.572777  9676 net.cpp:255] Network initialization done.
I0228 11:22:52.580757  9676 upgrade_proto.cpp:77] Attempting to upgrade batch norm layers using deprecated params: /core1/data/home/shizhan/jiahuan/siamese_shelf/res50/models/res50_multigpu_new.prototxt
I0228 11:22:52.580857  9676 upgrade_proto.cpp:80] Successfully upgraded batch norm layers using deprecated params.
I0228 11:22:52.580871  9676 solver.cpp:173] Creating test net (#0) specified by net file: /core1/data/home/shizhan/jiahuan/siamese_shelf/res50/models/res50_multigpu_new.prototxt
I0228 11:22:52.587740  9676 net.cpp:51] Initializing net from parameters: 
name: "ResNet-50"
state {
  phase: TEST
}
layer {
  name: "data"
  type: "Python"
  top: "pairs"
  python_param {
    module: "datalayer"
    layer: "DataLayerWLoss"
  }
}
layer {
  name: "slice"
  type: "Slice"
  bottom: "pairs"
  top: "data"
  top: "data_p"
  slice_param {
    slice_point: 3
    axis: 1
  }
}
layer {
  name: "conv1"
  type: "Convolution"
  bottom: "data"
  top: "conv1"
  param {
    name: "conv1_w"
    lr_mult: 1
  }
  param {
    name: "conv1_b"
    lr_mult: 2
  }
  convolution_param {
    num_output: 64
    pad: 3
    kernel_size: 7
    stride: 2
  }
}
layer {
  name: "bn_conv1"
  type: "BatchNorm"
  bottom: "conv1"
  top: "conv1"
  param {
    name: "bn_conv1_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn_conv1_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn_conv1_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale_conv1"
  type: "Scale"
  bottom: "conv1"
  top: "conv1"
  param {
    name: "scale_conv1_alpha"
  }
  param {
    name: "scale_conv1_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "conv1_relu"
  type: "ReLU"
  bottom: "conv1"
  top: "conv1"
}
layer {
  name: "pool1"
  type: "Pooling"
  bottom: "conv1"
  top: "pool1"
  pooling_param {
    pool: MAX
    kernel_size: 3
    stride: 2
  }
}
layer {
  name: "res2a_branch1"
  type: "Convolution"
  bottom: "pool1"
  top: "res2a_branch1"
  param {
    name: "res2a_branch1_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn2a_branch1"
  type: "BatchNorm"
  bottom: "res2a_branch1"
  top: "res2a_branch1"
  param {
    name: "bn2a_branch1_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2a_branch1_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2a_branch1_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale2a_branch1"
  type: "Scale"
  bottom: "res2a_branch1"
  top: "res2a_branch1"
  param {
    name: "scale2a_branch1_alpha"
  }
  param {
    name: "scale2a_branch1_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res2a_branch2a"
  type: "Convolution"
  bottom: "pool1"
  top: "res2a_branch2a"
  param {
    name: "res2a_branch2a_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 64
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn2a_branch2a"
  type: "BatchNorm"
  bottom: "res2a_branch2a"
  top: "res2a_branch2a"
  param {
    name: "bn2a_branch2a_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2a_branch2a_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2a_branch2a_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale2a_branch2a"
  type: "Scale"
  bottom: "res2a_branch2a"
  top: "res2a_branch2a"
  param {
    name: "scale2a_branch2a_alpha"
  }
  param {
    name: "scale2a_branch2a_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res2a_branch2a_relu"
  type: "ReLU"
  bottom: "res2a_branch2a"
  top: "res2a_branch2a"
}
layer {
  name: "res2a_branch2b"
  type: "Convolution"
  bottom: "res2a_branch2a"
  top: "res2a_branch2b"
  param {
    name: "res2a_branch2b_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 64
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
  }
}
layer {
  name: "bn2a_branch2b"
  type: "BatchNorm"
  bottom: "res2a_branch2b"
  top: "res2a_branch2b"
  param {
    name: "bn2a_branch2b_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2a_branch2b_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2a_branch2b_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale2a_branch2b"
  type: "Scale"
  bottom: "res2a_branch2b"
  top: "res2a_branch2b"
  param {
    name: "scale2a_branch2b_alpha"
  }
  param {
    name: "scale2a_branch2b_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res2a_branch2b_relu"
  type: "ReLU"
  bottom: "res2a_branch2b"
  top: "res2a_branch2b"
}
layer {
  name: "res2a_branch2c"
  type: "Convolution"
  bottom: "res2a_branch2b"
  top: "res2a_branch2c"
  param {
    name: "res2a_branch2c_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn2a_branch2c"
  type: "BatchNorm"
  bottom: "res2a_branch2c"
  top: "res2a_branch2c"
  param {
    name: "bn2a_branch2c_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2a_branch2c_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2a_branch2c_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale2a_branch2c"
  type: "Scale"
  bottom: "res2a_branch2c"
  top: "res2a_branch2c"
  param {
    name: "scale2a_branch2c_alpha"
  }
  param {
    name: "scale2a_branch2c_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res2a"
  type: "Eltwise"
  bottom: "res2a_branch1"
  bottom: "res2a_branch2c"
  top: "res2a"
}
layer {
  name: "res2a_relu"
  type: "ReLU"
  bottom: "res2a"
  top: "res2a"
}
layer {
  name: "res2b_branch2a"
  type: "Convolution"
  bottom: "res2a"
  top: "res2b_branch2a"
  param {
    name: "res2b_branch2a_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 64
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn2b_branch2a"
  type: "BatchNorm"
  bottom: "res2b_branch2a"
  top: "res2b_branch2a"
  param {
    name: "bn2b_branch2a_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2b_branch2a_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2b_branch2a_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale2b_branch2a"
  type: "Scale"
  bottom: "res2b_branch2a"
  top: "res2b_branch2a"
  param {
    name: "scale2b_branch2a_alpha"
  }
  param {
    name: "scale2b_branch2a_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res2b_branch2a_relu"
  type: "ReLU"
  bottom: "res2b_branch2a"
  top: "res2b_branch2a"
}
layer {
  name: "res2b_branch2b"
  type: "Convolution"
  bottom: "res2b_branch2a"
  top: "res2b_branch2b"
  param {
    name: "res2b_branch2b_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 64
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
  }
}
layer {
  name: "bn2b_branch2b"
  type: "BatchNorm"
  bottom: "res2b_branch2b"
  top: "res2b_branch2b"
  param {
    name: "bn2b_branch2b_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2b_branch2b_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2b_branch2b_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale2b_branch2b"
  type: "Scale"
  bottom: "res2b_branch2b"
  top: "res2b_branch2b"
  param {
    name: "scale2b_branch2b_alpha"
  }
  param {
    name: "scale2b_branch2b_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res2b_branch2b_relu"
  type: "ReLU"
  bottom: "res2b_branch2b"
  top: "res2b_branch2b"
}
layer {
  name: "res2b_branch2c"
  type: "Convolution"
  bottom: "res2b_branch2b"
  top: "res2b_branch2c"
  param {
    name: "res2b_branch2c_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn2b_branch2c"
  type: "BatchNorm"
  bottom: "res2b_branch2c"
  top: "res2b_branch2c"
  param {
    name: "bn2b_branch2c_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2b_branch2c_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2b_branch2c_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale2b_branch2c"
  type: "Scale"
  bottom: "res2b_branch2c"
  top: "res2b_branch2c"
  param {
    name: "scale2b_branch2c_alpha"
  }
  param {
    name: "scale2b_branch2c_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res2b"
  type: "Eltwise"
  bottom: "res2a"
  bottom: "res2b_branch2c"
  top: "res2b"
}
layer {
  name: "res2b_relu"
  type: "ReLU"
  bottom: "res2b"
  top: "res2b"
}
layer {
  name: "res2c_branch2a"
  type: "Convolution"
  bottom: "res2b"
  top: "res2c_branch2a"
  param {
    name: "res2c_branch2a_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 64
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn2c_branch2a"
  type: "BatchNorm"
  bottom: "res2c_branch2a"
  top: "res2c_branch2a"
  param {
    name: "bn2c_branch2a_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2c_branch2a_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2c_branch2a_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale2c_branch2a"
  type: "Scale"
  bottom: "res2c_branch2a"
  top: "res2c_branch2a"
  param {
    name: "scale2c_branch2a_alpha"
  }
  param {
    name: "scale2c_branch2a_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res2c_branch2a_relu"
  type: "ReLU"
  bottom: "res2c_branch2a"
  top: "res2c_branch2a"
}
layer {
  name: "res2c_branch2b"
  type: "Convolution"
  bottom: "res2c_branch2a"
  top: "res2c_branch2b"
  param {
    name: "res2c_branch2b_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 64
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
  }
}
layer {
  name: "bn2c_branch2b"
  type: "BatchNorm"
  bottom: "res2c_branch2b"
  top: "res2c_branch2b"
  param {
    name: "bn2c_branch2b_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2c_branch2b_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2c_branch2b_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale2c_branch2b"
  type: "Scale"
  bottom: "res2c_branch2b"
  top: "res2c_branch2b"
  param {
    name: "scale2c_branch2b_alpha"
  }
  param {
    name: "scale2c_branch2b_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res2c_branch2b_relu"
  type: "ReLU"
  bottom: "res2c_branch2b"
  top: "res2c_branch2b"
}
layer {
  name: "res2c_branch2c"
  type: "Convolution"
  bottom: "res2c_branch2b"
  top: "res2c_branch2c"
  param {
    name: "res2c_branch2c_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn2c_branch2c"
  type: "BatchNorm"
  bottom: "res2c_branch2c"
  top: "res2c_branch2c"
  param {
    name: "bn2c_branch2c_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2c_branch2c_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn2c_branch2c_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale2c_branch2c"
  type: "Scale"
  bottom: "res2c_branch2c"
  top: "res2c_branch2c"
  param {
    name: "scale2c_branch2c_alpha"
  }
  param {
    name: "scale2c_branch2c_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res2c"
  type: "Eltwise"
  bottom: "res2b"
  bottom: "res2c_branch2c"
  top: "res2c"
}
layer {
  name: "res2c_relu"
  type: "ReLU"
  bottom: "res2c"
  top: "res2c"
}
layer {
  name: "res3a_branch1"
  type: "Convolution"
  bottom: "res2c"
  top: "res3a_branch1"
  param {
    name: "res3a_branch1_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 512
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 2
  }
}
layer {
  name: "bn3a_branch1"
  type: "BatchNorm"
  bottom: "res3a_branch1"
  top: "res3a_branch1"
  param {
    name: "bn3a_branch1_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3a_branch1_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3a_branch1_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3a_branch1"
  type: "Scale"
  bottom: "res3a_branch1"
  top: "res3a_branch1"
  param {
    name: "scale3a_branch1_alpha"
  }
  param {
    name: "scale3a_branch1_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3a_branch2a"
  type: "Convolution"
  bottom: "res2c"
  top: "res3a_branch2a"
  param {
    name: "res3a_branch2a_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 2
  }
}
layer {
  name: "bn3a_branch2a"
  type: "BatchNorm"
  bottom: "res3a_branch2a"
  top: "res3a_branch2a"
  param {
    name: "bn3a_branch2a_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3a_branch2a_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3a_branch2a_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3a_branch2a"
  type: "Scale"
  bottom: "res3a_branch2a"
  top: "res3a_branch2a"
  param {
    name: "scale3a_branch2a_alpha"
  }
  param {
    name: "scale3a_branch2a_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3a_branch2a_relu"
  type: "ReLU"
  bottom: "res3a_branch2a"
  top: "res3a_branch2a"
}
layer {
  name: "res3a_branch2b"
  type: "Convolution"
  bottom: "res3a_branch2a"
  top: "res3a_branch2b"
  param {
    name: "res3a_branch2b_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
  }
}
layer {
  name: "bn3a_branch2b"
  type: "BatchNorm"
  bottom: "res3a_branch2b"
  top: "res3a_branch2b"
  param {
    name: "bn3a_branch2b_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3a_branch2b_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3a_branch2b_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3a_branch2b"
  type: "Scale"
  bottom: "res3a_branch2b"
  top: "res3a_branch2b"
  param {
    name: "scale3a_branch2b_alpha"
  }
  param {
    name: "scale3a_branch2b_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3a_branch2b_relu"
  type: "ReLU"
  bottom: "res3a_branch2b"
  top: "res3a_branch2b"
}
layer {
  name: "res3a_branch2c"
  type: "Convolution"
  bottom: "res3a_branch2b"
  top: "res3a_branch2c"
  param {
    name: "res3a_branch2c_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 512
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn3a_branch2c"
  type: "BatchNorm"
  bottom: "res3a_branch2c"
  top: "res3a_branch2c"
  param {
    name: "bn3a_branch2c_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3a_branch2c_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3a_branch2c_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3a_branch2c"
  type: "Scale"
  bottom: "res3a_branch2c"
  top: "res3a_branch2c"
  param {
    name: "scale3a_branch2c_alpha"
  }
  param {
    name: "scale3a_branch2c_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3a"
  type: "Eltwise"
  bottom: "res3a_branch1"
  bottom: "res3a_branch2c"
  top: "res3a"
}
layer {
  name: "res3a_relu"
  type: "ReLU"
  bottom: "res3a"
  top: "res3a"
}
layer {
  name: "res3b_branch2a"
  type: "Convolution"
  bottom: "res3a"
  top: "res3b_branch2a"
  param {
    name: "res3b_branch2a_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn3b_branch2a"
  type: "BatchNorm"
  bottom: "res3b_branch2a"
  top: "res3b_branch2a"
  param {
    name: "bn3b_branch2a_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3b_branch2a_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3b_branch2a_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3b_branch2a"
  type: "Scale"
  bottom: "res3b_branch2a"
  top: "res3b_branch2a"
  param {
    name: "scale3b_branch2a_alpha"
  }
  param {
    name: "scale3b_branch2a_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3b_branch2a_relu"
  type: "ReLU"
  bottom: "res3b_branch2a"
  top: "res3b_branch2a"
}
layer {
  name: "res3b_branch2b"
  type: "Convolution"
  bottom: "res3b_branch2a"
  top: "res3b_branch2b"
  param {
    name: "res3b_branch2b_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
  }
}
layer {
  name: "bn3b_branch2b"
  type: "BatchNorm"
  bottom: "res3b_branch2b"
  top: "res3b_branch2b"
  param {
    name: "bn3b_branch2b_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3b_branch2b_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3b_branch2b_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3b_branch2b"
  type: "Scale"
  bottom: "res3b_branch2b"
  top: "res3b_branch2b"
  param {
    name: "scale3b_branch2b_alpha"
  }
  param {
    name: "scale3b_branch2b_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3b_branch2b_relu"
  type: "ReLU"
  bottom: "res3b_branch2b"
  top: "res3b_branch2b"
}
layer {
  name: "res3b_branch2c"
  type: "Convolution"
  bottom: "res3b_branch2b"
  top: "res3b_branch2c"
  param {
    name: "res3b_branch2c_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 512
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn3b_branch2c"
  type: "BatchNorm"
  bottom: "res3b_branch2c"
  top: "res3b_branch2c"
  param {
    name: "bn3b_branch2c_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3b_branch2c_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3b_branch2c_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3b_branch2c"
  type: "Scale"
  bottom: "res3b_branch2c"
  top: "res3b_branch2c"
  param {
    name: "scale3b_branch2c_alpha"
  }
  param {
    name: "scale3b_branch2c_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3b"
  type: "Eltwise"
  bottom: "res3a"
  bottom: "res3b_branch2c"
  top: "res3b"
}
layer {
  name: "res3b_relu"
  type: "ReLU"
  bottom: "res3b"
  top: "res3b"
}
layer {
  name: "res3c_branch2a"
  type: "Convolution"
  bottom: "res3b"
  top: "res3c_branch2a"
  param {
    name: "res3c_branch2a_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn3c_branch2a"
  type: "BatchNorm"
  bottom: "res3c_branch2a"
  top: "res3c_branch2a"
  param {
    name: "bn3c_branch2a_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3c_branch2a_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3c_branch2a_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3c_branch2a"
  type: "Scale"
  bottom: "res3c_branch2a"
  top: "res3c_branch2a"
  param {
    name: "scale3c_branch2a_alpha"
  }
  param {
    name: "scale3c_branch2a_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3c_branch2a_relu"
  type: "ReLU"
  bottom: "res3c_branch2a"
  top: "res3c_branch2a"
}
layer {
  name: "res3c_branch2b"
  type: "Convolution"
  bottom: "res3c_branch2a"
  top: "res3c_branch2b"
  param {
    name: "res3c_branch2b_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
  }
}
layer {
  name: "bn3c_branch2b"
  type: "BatchNorm"
  bottom: "res3c_branch2b"
  top: "res3c_branch2b"
  param {
    name: "bn3c_branch2b_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3c_branch2b_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3c_branch2b_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3c_branch2b"
  type: "Scale"
  bottom: "res3c_branch2b"
  top: "res3c_branch2b"
  param {
    name: "scale3c_branch2b_alpha"
  }
  param {
    name: "scale3c_branch2b_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3c_branch2b_relu"
  type: "ReLU"
  bottom: "res3c_branch2b"
  top: "res3c_branch2b"
}
layer {
  name: "res3c_branch2c"
  type: "Convolution"
  bottom: "res3c_branch2b"
  top: "res3c_branch2c"
  param {
    name: "res3c_branch2c_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 512
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn3c_branch2c"
  type: "BatchNorm"
  bottom: "res3c_branch2c"
  top: "res3c_branch2c"
  param {
    name: "bn3c_branch2c_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3c_branch2c_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3c_branch2c_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3c_branch2c"
  type: "Scale"
  bottom: "res3c_branch2c"
  top: "res3c_branch2c"
  param {
    name: "scale3c_branch2c_alpha"
  }
  param {
    name: "scale3c_branch2c_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3c"
  type: "Eltwise"
  bottom: "res3b"
  bottom: "res3c_branch2c"
  top: "res3c"
}
layer {
  name: "res3c_relu"
  type: "ReLU"
  bottom: "res3c"
  top: "res3c"
}
layer {
  name: "res3d_branch2a"
  type: "Convolution"
  bottom: "res3c"
  top: "res3d_branch2a"
  param {
    name: "res3d_branch2a_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn3d_branch2a"
  type: "BatchNorm"
  bottom: "res3d_branch2a"
  top: "res3d_branch2a"
  param {
    name: "bn3d_branch2a_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3d_branch2a_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3d_branch2a_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3d_branch2a"
  type: "Scale"
  bottom: "res3d_branch2a"
  top: "res3d_branch2a"
  param {
    name: "scale3d_branch2a_alpha"
  }
  param {
    name: "scale3d_branch2a_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3d_branch2a_relu"
  type: "ReLU"
  bottom: "res3d_branch2a"
  top: "res3d_branch2a"
}
layer {
  name: "res3d_branch2b"
  type: "Convolution"
  bottom: "res3d_branch2a"
  top: "res3d_branch2b"
  param {
    name: "res3d_branch2b_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 128
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
  }
}
layer {
  name: "bn3d_branch2b"
  type: "BatchNorm"
  bottom: "res3d_branch2b"
  top: "res3d_branch2b"
  param {
    name: "bn3d_branch2b_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3d_branch2b_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3d_branch2b_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3d_branch2b"
  type: "Scale"
  bottom: "res3d_branch2b"
  top: "res3d_branch2b"
  param {
    name: "scale3d_branch2b_alpha"
  }
  param {
    name: "scale3d_branch2b_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3d_branch2b_relu"
  type: "ReLU"
  bottom: "res3d_branch2b"
  top: "res3d_branch2b"
}
layer {
  name: "res3d_branch2c"
  type: "Convolution"
  bottom: "res3d_branch2b"
  top: "res3d_branch2c"
  param {
    name: "res3d_branch2c_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 512
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn3d_branch2c"
  type: "BatchNorm"
  bottom: "res3d_branch2c"
  top: "res3d_branch2c"
  param {
    name: "bn3d_branch2c_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3d_branch2c_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn3d_branch2c_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale3d_branch2c"
  type: "Scale"
  bottom: "res3d_branch2c"
  top: "res3d_branch2c"
  param {
    name: "scale3d_branch2c_alpha"
  }
  param {
    name: "scale3d_branch2c_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res3d"
  type: "Eltwise"
  bottom: "res3c"
  bottom: "res3d_branch2c"
  top: "res3d"
}
layer {
  name: "res3d_relu"
  type: "ReLU"
  bottom: "res3d"
  top: "res3d"
}
layer {
  name: "res4a_branch1"
  type: "Convolution"
  bottom: "res3d"
  top: "res4a_branch1"
  param {
    name: "res4a_branch1_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 1024
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 2
  }
}
layer {
  name: "bn4a_branch1"
  type: "BatchNorm"
  bottom: "res4a_branch1"
  top: "res4a_branch1"
  param {
    name: "bn4a_branch1_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn4a_branch1_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn4a_branch1_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale4a_branch1"
  type: "Scale"
  bottom: "res4a_branch1"
  top: "res4a_branch1"
  param {
    name: "scale4a_branch1_alpha"
  }
  param {
    name: "scale4a_branch1_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res4a_branch2a"
  type: "Convolution"
  bottom: "res3d"
  top: "res4a_branch2a"
  param {
    name: "res4a_branch2a_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 2
  }
}
layer {
  name: "bn4a_branch2a"
  type: "BatchNorm"
  bottom: "res4a_branch2a"
  top: "res4a_branch2a"
  param {
    name: "bn4a_branch2a_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn4a_branch2a_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn4a_branch2a_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale4a_branch2a"
  type: "Scale"
  bottom: "res4a_branch2a"
  top: "res4a_branch2a"
  param {
    name: "scale4a_branch2a_alpha"
  }
  param {
    name: "scale4a_branch2a_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res4a_branch2a_relu"
  type: "ReLU"
  bottom: "res4a_branch2a"
  top: "res4a_branch2a"
}
layer {
  name: "res4a_branch2b"
  type: "Convolution"
  bottom: "res4a_branch2a"
  top: "res4a_branch2b"
  param {
    name: "res4a_branch2b_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 1
    kernel_size: 3
    stride: 1
  }
}
layer {
  name: "bn4a_branch2b"
  type: "BatchNorm"
  bottom: "res4a_branch2b"
  top: "res4a_branch2b"
  param {
    name: "bn4a_branch2b_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn4a_branch2b_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn4a_branch2b_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale4a_branch2b"
  type: "Scale"
  bottom: "res4a_branch2b"
  top: "res4a_branch2b"
  param {
    name: "scale4a_branch2b_alpha"
  }
  param {
    name: "scale4a_branch2b_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res4a_branch2b_relu"
  type: "ReLU"
  bottom: "res4a_branch2b"
  top: "res4a_branch2b"
}
layer {
  name: "res4a_branch2c"
  type: "Convolution"
  bottom: "res4a_branch2b"
  top: "res4a_branch2c"
  param {
    name: "res4a_branch2c_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 1024
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn4a_branch2c"
  type: "BatchNorm"
  bottom: "res4a_branch2c"
  top: "res4a_branch2c"
  param {
    name: "bn4a_branch2c_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn4a_branch2c_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn4a_branch2c_scale_factor"
    lr_mult: 0
    decay_mult: 0
  }
  batch_norm_param {
    use_global_stats: false
  }
}
layer {
  name: "scale4a_branch2c"
  type: "Scale"
  bottom: "res4a_branch2c"
  top: "res4a_branch2c"
  param {
    name: "scale4a_branch2c_alpha"
  }
  param {
    name: "scale4a_branch2c_beta"
  }
  scale_param {
    bias_term: true
  }
}
layer {
  name: "res4a"
  type: "Eltwise"
  bottom: "res4a_branch1"
  bottom: "res4a_branch2c"
  top: "res4a"
}
layer {
  name: "res4a_relu"
  type: "ReLU"
  bottom: "res4a"
  top: "res4a"
}
layer {
  name: "res4b_branch2a"
  type: "Convolution"
  bottom: "res4a"
  top: "res4b_branch2a"
  param {
    name: "res4b_branch2a_w"
    lr_mult: 1
  }
  convolution_param {
    num_output: 256
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
  }
}
layer {
  name: "bn4b_branch2a"
  type: "BatchNorm"
  bottom: "res4b_branch2a"
  top: "res4b_branch2a"
  param {
    name: "bn4b_branch2a_mean"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn4b_branch2a_variance"
    lr_mult: 0
    decay_mult: 0
  }
  param {
    name: "bn4b_branch2a_scale_factor"
    lr_mult: 0
    decay_mult: 
I0228 11:22:52.591284  9676 layer_factory.hpp:77] Creating layer data
I0228 11:22:52.591365  9676 net.cpp:84] Creating Layer data
I0228 11:22:52.591380  9676 net.cpp:380] data -> pairs
I0228 11:22:52.591575  9676 net.cpp:122] Setting up data
I0228 11:22:52.591595  9676 net.cpp:129] Top shape: 8 6 224 224 (2408448)
I0228 11:22:52.591609  9676 net.cpp:137] Memory required for data: 9633792
I0228 11:22:52.591617  9676 layer_factory.hpp:77] Creating layer slice
I0228 11:22:52.591634  9676 net.cpp:84] Creating Layer slice
I0228 11:22:52.591641  9676 net.cpp:406] slice <- pairs
I0228 11:22:52.591653  9676 net.cpp:380] slice -> data
I0228 11:22:52.591668  9676 net.cpp:380] slice -> data_p
I0228 11:22:52.591794  9676 net.cpp:122] Setting up slice
I0228 11:22:52.591809  9676 net.cpp:129] Top shape: 8 3 224 224 (1204224)
I0228 11:22:52.591820  9676 net.cpp:129] Top shape: 8 3 224 224 (1204224)
I0228 11:22:52.591827  9676 net.cpp:137] Memory required for data: 19267584
I0228 11:22:52.591836  9676 layer_factory.hpp:77] Creating layer conv1
I0228 11:22:52.591853  9676 net.cpp:84] Creating Layer conv1
I0228 11:22:52.591861  9676 net.cpp:406] conv1 <- data
I0228 11:22:52.591874  9676 net.cpp:380] conv1 -> conv1
I0228 11:22:52.594689  9676 net.cpp:122] Setting up conv1
I0228 11:22:52.594719  9676 net.cpp:129] Top shape: 8 64 112 112 (6422528)
I0228 11:22:52.594728  9676 net.cpp:137] Memory required for data: 44957696
I0228 11:22:52.594748  9676 layer_factory.hpp:77] Creating layer bn_conv1
I0228 11:22:52.594765  9676 net.cpp:84] Creating Layer bn_conv1
I0228 11:22:52.594774  9676 net.cpp:406] bn_conv1 <- conv1
I0228 11:22:52.594787  9676 net.cpp:367] bn_conv1 -> conv1 (in-place)
I0228 11:22:52.595475  9676 net.cpp:122] Setting up bn_conv1
I0228 11:22:52.595494  9676 net.cpp:129] Top shape: 8 64 112 112 (6422528)
I0228 11:22:52.595501  9676 net.cpp:137] Memory required for data: 70647808
I0228 11:22:52.595522  9676 layer_factory.hpp:77] Creating layer scale_conv1
I0228 11:22:52.595537  9676 net.cpp:84] Creating Layer scale_conv1
I0228 11:22:52.595547  9676 net.cpp:406] scale_conv1 <- conv1
I0228 11:22:52.595557  9676 net.cpp:367] scale_conv1 -> conv1 (in-place)
I0228 11:22:52.595672  9676 layer_factory.hpp:77] Creating layer scale_conv1
I0228 11:22:52.596072  9676 net.cpp:122] Setting up scale_conv1
I0228 11:22:52.596091  9676 net.cpp:129] Top shape: 8 64 112 112 (6422528)
I0228 11:22:52.596098  9676 net.cpp:137] Memory required for data: 96337920
I0228 11:22:52.596112  9676 layer_factory.hpp:77] Creating layer conv1_relu
I0228 11:22:52.596123  9676 net.cpp:84] Creating Layer conv1_relu
I0228 11:22:52.596132  9676 net.cpp:406] conv1_relu <- conv1
I0228 11:22:52.596143  9676 net.cpp:367] conv1_relu -> conv1 (in-place)
I0228 11:22:52.596529  9676 net.cpp:122] Setting up conv1_relu
I0228 11:22:52.596545  9676 net.cpp:129] Top shape: 8 64 112 112 (6422528)
I0228 11:22:52.596554  9676 net.cpp:137] Memory required for data: 122028032
I0228 11:22:52.596562  9676 layer_factory.hpp:77] Creating layer pool1
I0228 11:22:52.596575  9676 net.cpp:84] Creating Layer pool1
I0228 11:22:52.596582  9676 net.cpp:406] pool1 <- conv1
I0228 11:22:52.596595  9676 net.cpp:380] pool1 -> pool1
I0228 11:22:52.596726  9676 net.cpp:122] Setting up pool1
I0228 11:22:52.596741  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.596750  9676 net.cpp:137] Memory required for data: 128450560
I0228 11:22:52.596757  9676 layer_factory.hpp:77] Creating layer pool1_pool1_0_split
I0228 11:22:52.596770  9676 net.cpp:84] Creating Layer pool1_pool1_0_split
I0228 11:22:52.596777  9676 net.cpp:406] pool1_pool1_0_split <- pool1
I0228 11:22:52.596788  9676 net.cpp:380] pool1_pool1_0_split -> pool1_pool1_0_split_0
I0228 11:22:52.596801  9676 net.cpp:380] pool1_pool1_0_split -> pool1_pool1_0_split_1
I0228 11:22:52.596913  9676 net.cpp:122] Setting up pool1_pool1_0_split
I0228 11:22:52.596927  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.596938  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.596946  9676 net.cpp:137] Memory required for data: 141295616
I0228 11:22:52.596954  9676 layer_factory.hpp:77] Creating layer res2a_branch1
I0228 11:22:52.596971  9676 net.cpp:84] Creating Layer res2a_branch1
I0228 11:22:52.596979  9676 net.cpp:406] res2a_branch1 <- pool1_pool1_0_split_0
I0228 11:22:52.596998  9676 net.cpp:380] res2a_branch1 -> res2a_branch1
I0228 11:22:52.599944  9676 net.cpp:122] Setting up res2a_branch1
I0228 11:22:52.599972  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.599979  9676 net.cpp:137] Memory required for data: 166985728
I0228 11:22:52.599992  9676 layer_factory.hpp:77] Creating layer bn2a_branch1
I0228 11:22:52.600005  9676 net.cpp:84] Creating Layer bn2a_branch1
I0228 11:22:52.600014  9676 net.cpp:406] bn2a_branch1 <- res2a_branch1
I0228 11:22:52.600025  9676 net.cpp:367] bn2a_branch1 -> res2a_branch1 (in-place)
I0228 11:22:52.600618  9676 net.cpp:122] Setting up bn2a_branch1
I0228 11:22:52.600633  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.600641  9676 net.cpp:137] Memory required for data: 192675840
I0228 11:22:52.600661  9676 layer_factory.hpp:77] Creating layer scale2a_branch1
I0228 11:22:52.600674  9676 net.cpp:84] Creating Layer scale2a_branch1
I0228 11:22:52.600682  9676 net.cpp:406] scale2a_branch1 <- res2a_branch1
I0228 11:22:52.600692  9676 net.cpp:367] scale2a_branch1 -> res2a_branch1 (in-place)
I0228 11:22:52.600787  9676 layer_factory.hpp:77] Creating layer scale2a_branch1
I0228 11:22:52.601126  9676 net.cpp:122] Setting up scale2a_branch1
I0228 11:22:52.601141  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.601148  9676 net.cpp:137] Memory required for data: 218365952
I0228 11:22:52.601161  9676 layer_factory.hpp:77] Creating layer res2a_branch2a
I0228 11:22:52.601176  9676 net.cpp:84] Creating Layer res2a_branch2a
I0228 11:22:52.601186  9676 net.cpp:406] res2a_branch2a <- pool1_pool1_0_split_1
I0228 11:22:52.601197  9676 net.cpp:380] res2a_branch2a -> res2a_branch2a
I0228 11:22:52.603477  9676 net.cpp:122] Setting up res2a_branch2a
I0228 11:22:52.603504  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.603513  9676 net.cpp:137] Memory required for data: 224788480
I0228 11:22:52.603524  9676 layer_factory.hpp:77] Creating layer bn2a_branch2a
I0228 11:22:52.603538  9676 net.cpp:84] Creating Layer bn2a_branch2a
I0228 11:22:52.603548  9676 net.cpp:406] bn2a_branch2a <- res2a_branch2a
I0228 11:22:52.603559  9676 net.cpp:367] bn2a_branch2a -> res2a_branch2a (in-place)
I0228 11:22:52.604149  9676 net.cpp:122] Setting up bn2a_branch2a
I0228 11:22:52.604164  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.604172  9676 net.cpp:137] Memory required for data: 231211008
I0228 11:22:52.604195  9676 layer_factory.hpp:77] Creating layer scale2a_branch2a
I0228 11:22:52.604209  9676 net.cpp:84] Creating Layer scale2a_branch2a
I0228 11:22:52.604216  9676 net.cpp:406] scale2a_branch2a <- res2a_branch2a
I0228 11:22:52.604228  9676 net.cpp:367] scale2a_branch2a -> res2a_branch2a (in-place)
I0228 11:22:52.604332  9676 layer_factory.hpp:77] Creating layer scale2a_branch2a
I0228 11:22:52.604668  9676 net.cpp:122] Setting up scale2a_branch2a
I0228 11:22:52.604683  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.604691  9676 net.cpp:137] Memory required for data: 237633536
I0228 11:22:52.604706  9676 layer_factory.hpp:77] Creating layer res2a_branch2a_relu
I0228 11:22:52.604717  9676 net.cpp:84] Creating Layer res2a_branch2a_relu
I0228 11:22:52.604723  9676 net.cpp:406] res2a_branch2a_relu <- res2a_branch2a
I0228 11:22:52.604733  9676 net.cpp:367] res2a_branch2a_relu -> res2a_branch2a (in-place)
I0228 11:22:52.605671  9676 net.cpp:122] Setting up res2a_branch2a_relu
I0228 11:22:52.605696  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.605705  9676 net.cpp:137] Memory required for data: 244056064
I0228 11:22:52.605713  9676 layer_factory.hpp:77] Creating layer res2a_branch2b
I0228 11:22:52.605731  9676 net.cpp:84] Creating Layer res2a_branch2b
I0228 11:22:52.605738  9676 net.cpp:406] res2a_branch2b <- res2a_branch2a
I0228 11:22:52.605751  9676 net.cpp:380] res2a_branch2b -> res2a_branch2b
I0228 11:22:52.607429  9676 net.cpp:122] Setting up res2a_branch2b
I0228 11:22:52.607450  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.607458  9676 net.cpp:137] Memory required for data: 250478592
I0228 11:22:52.607480  9676 layer_factory.hpp:77] Creating layer bn2a_branch2b
I0228 11:22:52.607498  9676 net.cpp:84] Creating Layer bn2a_branch2b
I0228 11:22:52.607506  9676 net.cpp:406] bn2a_branch2b <- res2a_branch2b
I0228 11:22:52.607518  9676 net.cpp:367] bn2a_branch2b -> res2a_branch2b (in-place)
I0228 11:22:52.608095  9676 net.cpp:122] Setting up bn2a_branch2b
I0228 11:22:52.608110  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.608117  9676 net.cpp:137] Memory required for data: 256901120
I0228 11:22:52.608132  9676 layer_factory.hpp:77] Creating layer scale2a_branch2b
I0228 11:22:52.608145  9676 net.cpp:84] Creating Layer scale2a_branch2b
I0228 11:22:52.608153  9676 net.cpp:406] scale2a_branch2b <- res2a_branch2b
I0228 11:22:52.608165  9676 net.cpp:367] scale2a_branch2b -> res2a_branch2b (in-place)
I0228 11:22:52.608270  9676 layer_factory.hpp:77] Creating layer scale2a_branch2b
I0228 11:22:52.608600  9676 net.cpp:122] Setting up scale2a_branch2b
I0228 11:22:52.608615  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.608623  9676 net.cpp:137] Memory required for data: 263323648
I0228 11:22:52.608635  9676 layer_factory.hpp:77] Creating layer res2a_branch2b_relu
I0228 11:22:52.608646  9676 net.cpp:84] Creating Layer res2a_branch2b_relu
I0228 11:22:52.608654  9676 net.cpp:406] res2a_branch2b_relu <- res2a_branch2b
I0228 11:22:52.608664  9676 net.cpp:367] res2a_branch2b_relu -> res2a_branch2b (in-place)
I0228 11:22:52.609591  9676 net.cpp:122] Setting up res2a_branch2b_relu
I0228 11:22:52.609614  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.609622  9676 net.cpp:137] Memory required for data: 269746176
I0228 11:22:52.609630  9676 layer_factory.hpp:77] Creating layer res2a_branch2c
I0228 11:22:52.609647  9676 net.cpp:84] Creating Layer res2a_branch2c
I0228 11:22:52.609657  9676 net.cpp:406] res2a_branch2c <- res2a_branch2b
I0228 11:22:52.609669  9676 net.cpp:380] res2a_branch2c -> res2a_branch2c
I0228 11:22:52.611842  9676 net.cpp:122] Setting up res2a_branch2c
I0228 11:22:52.611868  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.611876  9676 net.cpp:137] Memory required for data: 295436288
I0228 11:22:52.611888  9676 layer_factory.hpp:77] Creating layer bn2a_branch2c
I0228 11:22:52.611902  9676 net.cpp:84] Creating Layer bn2a_branch2c
I0228 11:22:52.611909  9676 net.cpp:406] bn2a_branch2c <- res2a_branch2c
I0228 11:22:52.611920  9676 net.cpp:367] bn2a_branch2c -> res2a_branch2c (in-place)
I0228 11:22:52.612433  9676 net.cpp:122] Setting up bn2a_branch2c
I0228 11:22:52.612447  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.612454  9676 net.cpp:137] Memory required for data: 321126400
I0228 11:22:52.612469  9676 layer_factory.hpp:77] Creating layer scale2a_branch2c
I0228 11:22:52.612481  9676 net.cpp:84] Creating Layer scale2a_branch2c
I0228 11:22:52.612489  9676 net.cpp:406] scale2a_branch2c <- res2a_branch2c
I0228 11:22:52.612498  9676 net.cpp:367] scale2a_branch2c -> res2a_branch2c (in-place)
I0228 11:22:52.612597  9676 layer_factory.hpp:77] Creating layer scale2a_branch2c
I0228 11:22:52.612887  9676 net.cpp:122] Setting up scale2a_branch2c
I0228 11:22:52.612900  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.612907  9676 net.cpp:137] Memory required for data: 346816512
I0228 11:22:52.612920  9676 layer_factory.hpp:77] Creating layer res2a
I0228 11:22:52.612931  9676 net.cpp:84] Creating Layer res2a
I0228 11:22:52.612938  9676 net.cpp:406] res2a <- res2a_branch1
I0228 11:22:52.612947  9676 net.cpp:406] res2a <- res2a_branch2c
I0228 11:22:52.612957  9676 net.cpp:380] res2a -> res2a
I0228 11:22:52.613011  9676 net.cpp:122] Setting up res2a
I0228 11:22:52.613023  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.613029  9676 net.cpp:137] Memory required for data: 372506624
I0228 11:22:52.613036  9676 layer_factory.hpp:77] Creating layer res2a_relu
I0228 11:22:52.613046  9676 net.cpp:84] Creating Layer res2a_relu
I0228 11:22:52.613054  9676 net.cpp:406] res2a_relu <- res2a
I0228 11:22:52.613067  9676 net.cpp:367] res2a_relu -> res2a (in-place)
I0228 11:22:52.613415  9676 net.cpp:122] Setting up res2a_relu
I0228 11:22:52.613431  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.613437  9676 net.cpp:137] Memory required for data: 398196736
I0228 11:22:52.613445  9676 layer_factory.hpp:77] Creating layer res2a_res2a_relu_0_split
I0228 11:22:52.613456  9676 net.cpp:84] Creating Layer res2a_res2a_relu_0_split
I0228 11:22:52.613463  9676 net.cpp:406] res2a_res2a_relu_0_split <- res2a
I0228 11:22:52.613473  9676 net.cpp:380] res2a_res2a_relu_0_split -> res2a_res2a_relu_0_split_0
I0228 11:22:52.613485  9676 net.cpp:380] res2a_res2a_relu_0_split -> res2a_res2a_relu_0_split_1
I0228 11:22:52.613584  9676 net.cpp:122] Setting up res2a_res2a_relu_0_split
I0228 11:22:52.613595  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.613605  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.613611  9676 net.cpp:137] Memory required for data: 449576960
I0228 11:22:52.613618  9676 layer_factory.hpp:77] Creating layer res2b_branch2a
I0228 11:22:52.613631  9676 net.cpp:84] Creating Layer res2b_branch2a
I0228 11:22:52.613639  9676 net.cpp:406] res2b_branch2a <- res2a_res2a_relu_0_split_0
I0228 11:22:52.613649  9676 net.cpp:380] res2b_branch2a -> res2b_branch2a
I0228 11:22:52.615725  9676 net.cpp:122] Setting up res2b_branch2a
I0228 11:22:52.615749  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.615756  9676 net.cpp:137] Memory required for data: 455999488
I0228 11:22:52.615768  9676 layer_factory.hpp:77] Creating layer bn2b_branch2a
I0228 11:22:52.615782  9676 net.cpp:84] Creating Layer bn2b_branch2a
I0228 11:22:52.615789  9676 net.cpp:406] bn2b_branch2a <- res2b_branch2a
I0228 11:22:52.615800  9676 net.cpp:367] bn2b_branch2a -> res2b_branch2a (in-place)
I0228 11:22:52.616329  9676 net.cpp:122] Setting up bn2b_branch2a
I0228 11:22:52.616343  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.616350  9676 net.cpp:137] Memory required for data: 462422016
I0228 11:22:52.616376  9676 layer_factory.hpp:77] Creating layer scale2b_branch2a
I0228 11:22:52.616389  9676 net.cpp:84] Creating Layer scale2b_branch2a
I0228 11:22:52.616396  9676 net.cpp:406] scale2b_branch2a <- res2b_branch2a
I0228 11:22:52.616406  9676 net.cpp:367] scale2b_branch2a -> res2b_branch2a (in-place)
I0228 11:22:52.616503  9676 layer_factory.hpp:77] Creating layer scale2b_branch2a
I0228 11:22:52.616811  9676 net.cpp:122] Setting up scale2b_branch2a
I0228 11:22:52.616823  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.616830  9676 net.cpp:137] Memory required for data: 468844544
I0228 11:22:52.616843  9676 layer_factory.hpp:77] Creating layer res2b_branch2a_relu
I0228 11:22:52.616853  9676 net.cpp:84] Creating Layer res2b_branch2a_relu
I0228 11:22:52.616860  9676 net.cpp:406] res2b_branch2a_relu <- res2b_branch2a
I0228 11:22:52.616870  9676 net.cpp:367] res2b_branch2a_relu -> res2b_branch2a (in-place)
I0228 11:22:52.617197  9676 net.cpp:122] Setting up res2b_branch2a_relu
I0228 11:22:52.617211  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.617218  9676 net.cpp:137] Memory required for data: 475267072
I0228 11:22:52.617226  9676 layer_factory.hpp:77] Creating layer res2b_branch2b
I0228 11:22:52.617239  9676 net.cpp:84] Creating Layer res2b_branch2b
I0228 11:22:52.617246  9676 net.cpp:406] res2b_branch2b <- res2b_branch2a
I0228 11:22:52.617256  9676 net.cpp:380] res2b_branch2b -> res2b_branch2b
I0228 11:22:52.619367  9676 net.cpp:122] Setting up res2b_branch2b
I0228 11:22:52.619393  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.619401  9676 net.cpp:137] Memory required for data: 481689600
I0228 11:22:52.619413  9676 layer_factory.hpp:77] Creating layer bn2b_branch2b
I0228 11:22:52.619427  9676 net.cpp:84] Creating Layer bn2b_branch2b
I0228 11:22:52.619434  9676 net.cpp:406] bn2b_branch2b <- res2b_branch2b
I0228 11:22:52.619446  9676 net.cpp:367] bn2b_branch2b -> res2b_branch2b (in-place)
I0228 11:22:52.621305  9676 net.cpp:122] Setting up bn2b_branch2b
I0228 11:22:52.621336  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.621345  9676 net.cpp:137] Memory required for data: 488112128
I0228 11:22:52.621362  9676 layer_factory.hpp:77] Creating layer scale2b_branch2b
I0228 11:22:52.621376  9676 net.cpp:84] Creating Layer scale2b_branch2b
I0228 11:22:52.621384  9676 net.cpp:406] scale2b_branch2b <- res2b_branch2b
I0228 11:22:52.621397  9676 net.cpp:367] scale2b_branch2b -> res2b_branch2b (in-place)
I0228 11:22:52.621479  9676 layer_factory.hpp:77] Creating layer scale2b_branch2b
I0228 11:22:52.621722  9676 net.cpp:122] Setting up scale2b_branch2b
I0228 11:22:52.621737  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.621743  9676 net.cpp:137] Memory required for data: 494534656
I0228 11:22:52.621757  9676 layer_factory.hpp:77] Creating layer res2b_branch2b_relu
I0228 11:22:52.621779  9676 net.cpp:84] Creating Layer res2b_branch2b_relu
I0228 11:22:52.621788  9676 net.cpp:406] res2b_branch2b_relu <- res2b_branch2b
I0228 11:22:52.621798  9676 net.cpp:367] res2b_branch2b_relu -> res2b_branch2b (in-place)
I0228 11:22:52.622190  9676 net.cpp:122] Setting up res2b_branch2b_relu
I0228 11:22:52.622207  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.622215  9676 net.cpp:137] Memory required for data: 500957184
I0228 11:22:52.622222  9676 layer_factory.hpp:77] Creating layer res2b_branch2c
I0228 11:22:52.622239  9676 net.cpp:84] Creating Layer res2b_branch2c
I0228 11:22:52.622246  9676 net.cpp:406] res2b_branch2c <- res2b_branch2b
I0228 11:22:52.622261  9676 net.cpp:380] res2b_branch2c -> res2b_branch2c
I0228 11:22:52.624195  9676 net.cpp:122] Setting up res2b_branch2c
I0228 11:22:52.624218  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.624227  9676 net.cpp:137] Memory required for data: 526647296
I0228 11:22:52.624238  9676 layer_factory.hpp:77] Creating layer bn2b_branch2c
I0228 11:22:52.624253  9676 net.cpp:84] Creating Layer bn2b_branch2c
I0228 11:22:52.624260  9676 net.cpp:406] bn2b_branch2c <- res2b_branch2c
I0228 11:22:52.624272  9676 net.cpp:367] bn2b_branch2c -> res2b_branch2c (in-place)
I0228 11:22:52.624600  9676 net.cpp:122] Setting up bn2b_branch2c
I0228 11:22:52.624614  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.624620  9676 net.cpp:137] Memory required for data: 552337408
I0228 11:22:52.624634  9676 layer_factory.hpp:77] Creating layer scale2b_branch2c
I0228 11:22:52.624650  9676 net.cpp:84] Creating Layer scale2b_branch2c
I0228 11:22:52.624656  9676 net.cpp:406] scale2b_branch2c <- res2b_branch2c
I0228 11:22:52.624666  9676 net.cpp:367] scale2b_branch2c -> res2b_branch2c (in-place)
I0228 11:22:52.624730  9676 layer_factory.hpp:77] Creating layer scale2b_branch2c
I0228 11:22:52.624940  9676 net.cpp:122] Setting up scale2b_branch2c
I0228 11:22:52.624953  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.624959  9676 net.cpp:137] Memory required for data: 578027520
I0228 11:22:52.624971  9676 layer_factory.hpp:77] Creating layer res2b
I0228 11:22:52.624985  9676 net.cpp:84] Creating Layer res2b
I0228 11:22:52.624992  9676 net.cpp:406] res2b <- res2a_res2a_relu_0_split_1
I0228 11:22:52.625000  9676 net.cpp:406] res2b <- res2b_branch2c
I0228 11:22:52.625011  9676 net.cpp:380] res2b -> res2b
I0228 11:22:52.625049  9676 net.cpp:122] Setting up res2b
I0228 11:22:52.625061  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.625066  9676 net.cpp:137] Memory required for data: 603717632
I0228 11:22:52.625073  9676 layer_factory.hpp:77] Creating layer res2b_relu
I0228 11:22:52.625083  9676 net.cpp:84] Creating Layer res2b_relu
I0228 11:22:52.625089  9676 net.cpp:406] res2b_relu <- res2b
I0228 11:22:52.625100  9676 net.cpp:367] res2b_relu -> res2b (in-place)
I0228 11:22:52.625418  9676 net.cpp:122] Setting up res2b_relu
I0228 11:22:52.625432  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.625439  9676 net.cpp:137] Memory required for data: 629407744
I0228 11:22:52.625445  9676 layer_factory.hpp:77] Creating layer res2b_res2b_relu_0_split
I0228 11:22:52.625463  9676 net.cpp:84] Creating Layer res2b_res2b_relu_0_split
I0228 11:22:52.625471  9676 net.cpp:406] res2b_res2b_relu_0_split <- res2b
I0228 11:22:52.625481  9676 net.cpp:380] res2b_res2b_relu_0_split -> res2b_res2b_relu_0_split_0
I0228 11:22:52.625493  9676 net.cpp:380] res2b_res2b_relu_0_split -> res2b_res2b_relu_0_split_1
I0228 11:22:52.625556  9676 net.cpp:122] Setting up res2b_res2b_relu_0_split
I0228 11:22:52.625567  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.625576  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.625582  9676 net.cpp:137] Memory required for data: 680787968
I0228 11:22:52.625588  9676 layer_factory.hpp:77] Creating layer res2c_branch2a
I0228 11:22:52.625604  9676 net.cpp:84] Creating Layer res2c_branch2a
I0228 11:22:52.625612  9676 net.cpp:406] res2c_branch2a <- res2b_res2b_relu_0_split_0
I0228 11:22:52.625623  9676 net.cpp:380] res2c_branch2a -> res2c_branch2a
I0228 11:22:52.627496  9676 net.cpp:122] Setting up res2c_branch2a
I0228 11:22:52.627521  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.627527  9676 net.cpp:137] Memory required for data: 687210496
I0228 11:22:52.627539  9676 layer_factory.hpp:77] Creating layer bn2c_branch2a
I0228 11:22:52.627554  9676 net.cpp:84] Creating Layer bn2c_branch2a
I0228 11:22:52.627562  9676 net.cpp:406] bn2c_branch2a <- res2c_branch2a
I0228 11:22:52.627574  9676 net.cpp:367] bn2c_branch2a -> res2c_branch2a (in-place)
I0228 11:22:52.627923  9676 net.cpp:122] Setting up bn2c_branch2a
I0228 11:22:52.627936  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.627943  9676 net.cpp:137] Memory required for data: 693633024
I0228 11:22:52.627957  9676 layer_factory.hpp:77] Creating layer scale2c_branch2a
I0228 11:22:52.627970  9676 net.cpp:84] Creating Layer scale2c_branch2a
I0228 11:22:52.627979  9676 net.cpp:406] scale2c_branch2a <- res2c_branch2a
I0228 11:22:52.627987  9676 net.cpp:367] scale2c_branch2a -> res2c_branch2a (in-place)
I0228 11:22:52.628053  9676 layer_factory.hpp:77] Creating layer scale2c_branch2a
I0228 11:22:52.628284  9676 net.cpp:122] Setting up scale2c_branch2a
I0228 11:22:52.628298  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.628304  9676 net.cpp:137] Memory required for data: 700055552
I0228 11:22:52.628317  9676 layer_factory.hpp:77] Creating layer res2c_branch2a_relu
I0228 11:22:52.628329  9676 net.cpp:84] Creating Layer res2c_branch2a_relu
I0228 11:22:52.628335  9676 net.cpp:406] res2c_branch2a_relu <- res2c_branch2a
I0228 11:22:52.628345  9676 net.cpp:367] res2c_branch2a_relu -> res2c_branch2a (in-place)
I0228 11:22:52.629180  9676 net.cpp:122] Setting up res2c_branch2a_relu
I0228 11:22:52.629202  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.629209  9676 net.cpp:137] Memory required for data: 706478080
I0228 11:22:52.629217  9676 layer_factory.hpp:77] Creating layer res2c_branch2b
I0228 11:22:52.629233  9676 net.cpp:84] Creating Layer res2c_branch2b
I0228 11:22:52.629241  9676 net.cpp:406] res2c_branch2b <- res2c_branch2a
I0228 11:22:52.629254  9676 net.cpp:380] res2c_branch2b -> res2c_branch2b
I0228 11:22:52.630681  9676 net.cpp:122] Setting up res2c_branch2b
I0228 11:22:52.630699  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.630707  9676 net.cpp:137] Memory required for data: 712900608
I0228 11:22:52.630717  9676 layer_factory.hpp:77] Creating layer bn2c_branch2b
I0228 11:22:52.630731  9676 net.cpp:84] Creating Layer bn2c_branch2b
I0228 11:22:52.630739  9676 net.cpp:406] bn2c_branch2b <- res2c_branch2b
I0228 11:22:52.630754  9676 net.cpp:367] bn2c_branch2b -> res2c_branch2b (in-place)
I0228 11:22:52.631099  9676 net.cpp:122] Setting up bn2c_branch2b
I0228 11:22:52.631112  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.631119  9676 net.cpp:137] Memory required for data: 719323136
I0228 11:22:52.631134  9676 layer_factory.hpp:77] Creating layer scale2c_branch2b
I0228 11:22:52.631146  9676 net.cpp:84] Creating Layer scale2c_branch2b
I0228 11:22:52.631158  9676 net.cpp:406] scale2c_branch2b <- res2c_branch2b
I0228 11:22:52.631167  9676 net.cpp:367] scale2c_branch2b -> res2c_branch2b (in-place)
I0228 11:22:52.631233  9676 layer_factory.hpp:77] Creating layer scale2c_branch2b
I0228 11:22:52.631464  9676 net.cpp:122] Setting up scale2c_branch2b
I0228 11:22:52.631477  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.631484  9676 net.cpp:137] Memory required for data: 725745664
I0228 11:22:52.631496  9676 layer_factory.hpp:77] Creating layer res2c_branch2b_relu
I0228 11:22:52.631505  9676 net.cpp:84] Creating Layer res2c_branch2b_relu
I0228 11:22:52.631513  9676 net.cpp:406] res2c_branch2b_relu <- res2c_branch2b
I0228 11:22:52.631523  9676 net.cpp:367] res2c_branch2b_relu -> res2c_branch2b (in-place)
I0228 11:22:52.632361  9676 net.cpp:122] Setting up res2c_branch2b_relu
I0228 11:22:52.632385  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.632392  9676 net.cpp:137] Memory required for data: 732168192
I0228 11:22:52.632400  9676 layer_factory.hpp:77] Creating layer res2c_branch2c
I0228 11:22:52.632416  9676 net.cpp:84] Creating Layer res2c_branch2c
I0228 11:22:52.632423  9676 net.cpp:406] res2c_branch2c <- res2c_branch2b
I0228 11:22:52.632436  9676 net.cpp:380] res2c_branch2c -> res2c_branch2c
I0228 11:22:52.634326  9676 net.cpp:122] Setting up res2c_branch2c
I0228 11:22:52.634349  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.634357  9676 net.cpp:137] Memory required for data: 757858304
I0228 11:22:52.634369  9676 layer_factory.hpp:77] Creating layer bn2c_branch2c
I0228 11:22:52.634383  9676 net.cpp:84] Creating Layer bn2c_branch2c
I0228 11:22:52.634392  9676 net.cpp:406] bn2c_branch2c <- res2c_branch2c
I0228 11:22:52.634403  9676 net.cpp:367] bn2c_branch2c -> res2c_branch2c (in-place)
I0228 11:22:52.634739  9676 net.cpp:122] Setting up bn2c_branch2c
I0228 11:22:52.634752  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.634758  9676 net.cpp:137] Memory required for data: 783548416
I0228 11:22:52.634795  9676 layer_factory.hpp:77] Creating layer scale2c_branch2c
I0228 11:22:52.634807  9676 net.cpp:84] Creating Layer scale2c_branch2c
I0228 11:22:52.634814  9676 net.cpp:406] scale2c_branch2c <- res2c_branch2c
I0228 11:22:52.634824  9676 net.cpp:367] scale2c_branch2c -> res2c_branch2c (in-place)
I0228 11:22:52.634886  9676 layer_factory.hpp:77] Creating layer scale2c_branch2c
I0228 11:22:52.635088  9676 net.cpp:122] Setting up scale2c_branch2c
I0228 11:22:52.635100  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.635107  9676 net.cpp:137] Memory required for data: 809238528
I0228 11:22:52.635118  9676 layer_factory.hpp:77] Creating layer res2c
I0228 11:22:52.635128  9676 net.cpp:84] Creating Layer res2c
I0228 11:22:52.635135  9676 net.cpp:406] res2c <- res2b_res2b_relu_0_split_1
I0228 11:22:52.635143  9676 net.cpp:406] res2c <- res2c_branch2c
I0228 11:22:52.635151  9676 net.cpp:380] res2c -> res2c
I0228 11:22:52.635188  9676 net.cpp:122] Setting up res2c
I0228 11:22:52.635200  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.635205  9676 net.cpp:137] Memory required for data: 834928640
I0228 11:22:52.635211  9676 layer_factory.hpp:77] Creating layer res2c_relu
I0228 11:22:52.635221  9676 net.cpp:84] Creating Layer res2c_relu
I0228 11:22:52.635226  9676 net.cpp:406] res2c_relu <- res2c
I0228 11:22:52.635236  9676 net.cpp:367] res2c_relu -> res2c (in-place)
I0228 11:22:52.635556  9676 net.cpp:122] Setting up res2c_relu
I0228 11:22:52.635571  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.635577  9676 net.cpp:137] Memory required for data: 860618752
I0228 11:22:52.635583  9676 layer_factory.hpp:77] Creating layer res2c_res2c_relu_0_split
I0228 11:22:52.635593  9676 net.cpp:84] Creating Layer res2c_res2c_relu_0_split
I0228 11:22:52.635601  9676 net.cpp:406] res2c_res2c_relu_0_split <- res2c
I0228 11:22:52.635612  9676 net.cpp:380] res2c_res2c_relu_0_split -> res2c_res2c_relu_0_split_0
I0228 11:22:52.635623  9676 net.cpp:380] res2c_res2c_relu_0_split -> res2c_res2c_relu_0_split_1
I0228 11:22:52.635689  9676 net.cpp:122] Setting up res2c_res2c_relu_0_split
I0228 11:22:52.635701  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.635710  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.635715  9676 net.cpp:137] Memory required for data: 911998976
I0228 11:22:52.635721  9676 layer_factory.hpp:77] Creating layer res3a_branch1
I0228 11:22:52.635735  9676 net.cpp:84] Creating Layer res3a_branch1
I0228 11:22:52.635742  9676 net.cpp:406] res3a_branch1 <- res2c_res2c_relu_0_split_0
I0228 11:22:52.635751  9676 net.cpp:380] res3a_branch1 -> res3a_branch1
I0228 11:22:52.637665  9676 net.cpp:122] Setting up res3a_branch1
I0228 11:22:52.637689  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.637696  9676 net.cpp:137] Memory required for data: 924844032
I0228 11:22:52.637706  9676 layer_factory.hpp:77] Creating layer bn3a_branch1
I0228 11:22:52.637718  9676 net.cpp:84] Creating Layer bn3a_branch1
I0228 11:22:52.637727  9676 net.cpp:406] bn3a_branch1 <- res3a_branch1
I0228 11:22:52.637743  9676 net.cpp:367] bn3a_branch1 -> res3a_branch1 (in-place)
I0228 11:22:52.638082  9676 net.cpp:122] Setting up bn3a_branch1
I0228 11:22:52.638094  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.638101  9676 net.cpp:137] Memory required for data: 937689088
I0228 11:22:52.638125  9676 layer_factory.hpp:77] Creating layer scale3a_branch1
I0228 11:22:52.638135  9676 net.cpp:84] Creating Layer scale3a_branch1
I0228 11:22:52.638142  9676 net.cpp:406] scale3a_branch1 <- res3a_branch1
I0228 11:22:52.638154  9676 net.cpp:367] scale3a_branch1 -> res3a_branch1 (in-place)
I0228 11:22:52.638236  9676 layer_factory.hpp:77] Creating layer scale3a_branch1
I0228 11:22:52.638448  9676 net.cpp:122] Setting up scale3a_branch1
I0228 11:22:52.638461  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.638468  9676 net.cpp:137] Memory required for data: 950534144
I0228 11:22:52.638478  9676 layer_factory.hpp:77] Creating layer res3a_branch2a
I0228 11:22:52.638494  9676 net.cpp:84] Creating Layer res3a_branch2a
I0228 11:22:52.638501  9676 net.cpp:406] res3a_branch2a <- res2c_res2c_relu_0_split_1
I0228 11:22:52.638511  9676 net.cpp:380] res3a_branch2a -> res3a_branch2a
I0228 11:22:52.640522  9676 net.cpp:122] Setting up res3a_branch2a
I0228 11:22:52.640544  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.640552  9676 net.cpp:137] Memory required for data: 953745408
I0228 11:22:52.640563  9676 layer_factory.hpp:77] Creating layer bn3a_branch2a
I0228 11:22:52.640574  9676 net.cpp:84] Creating Layer bn3a_branch2a
I0228 11:22:52.640583  9676 net.cpp:406] bn3a_branch2a <- res3a_branch2a
I0228 11:22:52.640592  9676 net.cpp:367] bn3a_branch2a -> res3a_branch2a (in-place)
I0228 11:22:52.640893  9676 net.cpp:122] Setting up bn3a_branch2a
I0228 11:22:52.640904  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.640910  9676 net.cpp:137] Memory required for data: 956956672
I0228 11:22:52.640924  9676 layer_factory.hpp:77] Creating layer scale3a_branch2a
I0228 11:22:52.640938  9676 net.cpp:84] Creating Layer scale3a_branch2a
I0228 11:22:52.640944  9676 net.cpp:406] scale3a_branch2a <- res3a_branch2a
I0228 11:22:52.640954  9676 net.cpp:367] scale3a_branch2a -> res3a_branch2a (in-place)
I0228 11:22:52.641014  9676 layer_factory.hpp:77] Creating layer scale3a_branch2a
I0228 11:22:52.641219  9676 net.cpp:122] Setting up scale3a_branch2a
I0228 11:22:52.641232  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.641237  9676 net.cpp:137] Memory required for data: 960167936
I0228 11:22:52.641249  9676 layer_factory.hpp:77] Creating layer res3a_branch2a_relu
I0228 11:22:52.641259  9676 net.cpp:84] Creating Layer res3a_branch2a_relu
I0228 11:22:52.641265  9676 net.cpp:406] res3a_branch2a_relu <- res3a_branch2a
I0228 11:22:52.641273  9676 net.cpp:367] res3a_branch2a_relu -> res3a_branch2a (in-place)
I0228 11:22:52.641592  9676 net.cpp:122] Setting up res3a_branch2a_relu
I0228 11:22:52.641607  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.641616  9676 net.cpp:137] Memory required for data: 963379200
I0228 11:22:52.641623  9676 layer_factory.hpp:77] Creating layer res3a_branch2b
I0228 11:22:52.641640  9676 net.cpp:84] Creating Layer res3a_branch2b
I0228 11:22:52.641647  9676 net.cpp:406] res3a_branch2b <- res3a_branch2a
I0228 11:22:52.641657  9676 net.cpp:380] res3a_branch2b -> res3a_branch2b
I0228 11:22:52.645364  9676 net.cpp:122] Setting up res3a_branch2b
I0228 11:22:52.645387  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.645395  9676 net.cpp:137] Memory required for data: 966590464
I0228 11:22:52.645406  9676 layer_factory.hpp:77] Creating layer bn3a_branch2b
I0228 11:22:52.645421  9676 net.cpp:84] Creating Layer bn3a_branch2b
I0228 11:22:52.645428  9676 net.cpp:406] bn3a_branch2b <- res3a_branch2b
I0228 11:22:52.645440  9676 net.cpp:367] bn3a_branch2b -> res3a_branch2b (in-place)
I0228 11:22:52.645766  9676 net.cpp:122] Setting up bn3a_branch2b
I0228 11:22:52.645779  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.645786  9676 net.cpp:137] Memory required for data: 969801728
I0228 11:22:52.645800  9676 layer_factory.hpp:77] Creating layer scale3a_branch2b
I0228 11:22:52.645813  9676 net.cpp:84] Creating Layer scale3a_branch2b
I0228 11:22:52.645819  9676 net.cpp:406] scale3a_branch2b <- res3a_branch2b
I0228 11:22:52.645828  9676 net.cpp:367] scale3a_branch2b -> res3a_branch2b (in-place)
I0228 11:22:52.645891  9676 layer_factory.hpp:77] Creating layer scale3a_branch2b
I0228 11:22:52.646095  9676 net.cpp:122] Setting up scale3a_branch2b
I0228 11:22:52.646127  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.646134  9676 net.cpp:137] Memory required for data: 973012992
I0228 11:22:52.646157  9676 layer_factory.hpp:77] Creating layer res3a_branch2b_relu
I0228 11:22:52.646169  9676 net.cpp:84] Creating Layer res3a_branch2b_relu
I0228 11:22:52.646175  9676 net.cpp:406] res3a_branch2b_relu <- res3a_branch2b
I0228 11:22:52.646186  9676 net.cpp:367] res3a_branch2b_relu -> res3a_branch2b (in-place)
I0228 11:22:52.646493  9676 net.cpp:122] Setting up res3a_branch2b_relu
I0228 11:22:52.646508  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.646514  9676 net.cpp:137] Memory required for data: 976224256
I0228 11:22:52.646520  9676 layer_factory.hpp:77] Creating layer res3a_branch2c
I0228 11:22:52.646548  9676 net.cpp:84] Creating Layer res3a_branch2c
I0228 11:22:52.646554  9676 net.cpp:406] res3a_branch2c <- res3a_branch2b
I0228 11:22:52.646564  9676 net.cpp:380] res3a_branch2c -> res3a_branch2c
I0228 11:22:52.648360  9676 net.cpp:122] Setting up res3a_branch2c
I0228 11:22:52.648381  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.648387  9676 net.cpp:137] Memory required for data: 989069312
I0228 11:22:52.648398  9676 layer_factory.hpp:77] Creating layer bn3a_branch2c
I0228 11:22:52.648414  9676 net.cpp:84] Creating Layer bn3a_branch2c
I0228 11:22:52.648422  9676 net.cpp:406] bn3a_branch2c <- res3a_branch2c
I0228 11:22:52.648433  9676 net.cpp:367] bn3a_branch2c -> res3a_branch2c (in-place)
I0228 11:22:52.648749  9676 net.cpp:122] Setting up bn3a_branch2c
I0228 11:22:52.648761  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.648767  9676 net.cpp:137] Memory required for data: 1001914368
I0228 11:22:52.648780  9676 layer_factory.hpp:77] Creating layer scale3a_branch2c
I0228 11:22:52.648792  9676 net.cpp:84] Creating Layer scale3a_branch2c
I0228 11:22:52.648798  9676 net.cpp:406] scale3a_branch2c <- res3a_branch2c
I0228 11:22:52.648808  9676 net.cpp:367] scale3a_branch2c -> res3a_branch2c (in-place)
I0228 11:22:52.648880  9676 layer_factory.hpp:77] Creating layer scale3a_branch2c
I0228 11:22:52.649075  9676 net.cpp:122] Setting up scale3a_branch2c
I0228 11:22:52.649085  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.649091  9676 net.cpp:137] Memory required for data: 1014759424
I0228 11:22:52.649102  9676 layer_factory.hpp:77] Creating layer res3a
I0228 11:22:52.649117  9676 net.cpp:84] Creating Layer res3a
I0228 11:22:52.649127  9676 net.cpp:406] res3a <- res3a_branch1
I0228 11:22:52.649137  9676 net.cpp:406] res3a <- res3a_branch2c
I0228 11:22:52.649144  9676 net.cpp:380] res3a -> res3a
I0228 11:22:52.649180  9676 net.cpp:122] Setting up res3a
I0228 11:22:52.649190  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.649196  9676 net.cpp:137] Memory required for data: 1027604480
I0228 11:22:52.649202  9676 layer_factory.hpp:77] Creating layer res3a_relu
I0228 11:22:52.649211  9676 net.cpp:84] Creating Layer res3a_relu
I0228 11:22:52.649216  9676 net.cpp:406] res3a_relu <- res3a
I0228 11:22:52.649226  9676 net.cpp:367] res3a_relu -> res3a (in-place)
I0228 11:22:52.649518  9676 net.cpp:122] Setting up res3a_relu
I0228 11:22:52.649530  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.649536  9676 net.cpp:137] Memory required for data: 1040449536
I0228 11:22:52.649544  9676 layer_factory.hpp:77] Creating layer res3a_res3a_relu_0_split
I0228 11:22:52.649552  9676 net.cpp:84] Creating Layer res3a_res3a_relu_0_split
I0228 11:22:52.649560  9676 net.cpp:406] res3a_res3a_relu_0_split <- res3a
I0228 11:22:52.649569  9676 net.cpp:380] res3a_res3a_relu_0_split -> res3a_res3a_relu_0_split_0
I0228 11:22:52.649580  9676 net.cpp:380] res3a_res3a_relu_0_split -> res3a_res3a_relu_0_split_1
I0228 11:22:52.649650  9676 net.cpp:122] Setting up res3a_res3a_relu_0_split
I0228 11:22:52.649660  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.649668  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.649674  9676 net.cpp:137] Memory required for data: 1066139648
I0228 11:22:52.649680  9676 layer_factory.hpp:77] Creating layer res3b_branch2a
I0228 11:22:52.649693  9676 net.cpp:84] Creating Layer res3b_branch2a
I0228 11:22:52.649700  9676 net.cpp:406] res3b_branch2a <- res3a_res3a_relu_0_split_0
I0228 11:22:52.649709  9676 net.cpp:380] res3b_branch2a -> res3b_branch2a
I0228 11:22:52.651476  9676 net.cpp:122] Setting up res3b_branch2a
I0228 11:22:52.651497  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.651504  9676 net.cpp:137] Memory required for data: 1069350912
I0228 11:22:52.651515  9676 layer_factory.hpp:77] Creating layer bn3b_branch2a
I0228 11:22:52.651532  9676 net.cpp:84] Creating Layer bn3b_branch2a
I0228 11:22:52.651540  9676 net.cpp:406] bn3b_branch2a <- res3b_branch2a
I0228 11:22:52.651551  9676 net.cpp:367] bn3b_branch2a -> res3b_branch2a (in-place)
I0228 11:22:52.651855  9676 net.cpp:122] Setting up bn3b_branch2a
I0228 11:22:52.651867  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.651873  9676 net.cpp:137] Memory required for data: 1072562176
I0228 11:22:52.651886  9676 layer_factory.hpp:77] Creating layer scale3b_branch2a
I0228 11:22:52.651898  9676 net.cpp:84] Creating Layer scale3b_branch2a
I0228 11:22:52.651904  9676 net.cpp:406] scale3b_branch2a <- res3b_branch2a
I0228 11:22:52.651913  9676 net.cpp:367] scale3b_branch2a -> res3b_branch2a (in-place)
I0228 11:22:52.651971  9676 layer_factory.hpp:77] Creating layer scale3b_branch2a
I0228 11:22:52.652159  9676 net.cpp:122] Setting up scale3b_branch2a
I0228 11:22:52.652170  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.652176  9676 net.cpp:137] Memory required for data: 1075773440
I0228 11:22:52.652187  9676 layer_factory.hpp:77] Creating layer res3b_branch2a_relu
I0228 11:22:52.652199  9676 net.cpp:84] Creating Layer res3b_branch2a_relu
I0228 11:22:52.652204  9676 net.cpp:406] res3b_branch2a_relu <- res3b_branch2a
I0228 11:22:52.652215  9676 net.cpp:367] res3b_branch2a_relu -> res3b_branch2a (in-place)
I0228 11:22:52.652508  9676 net.cpp:122] Setting up res3b_branch2a_relu
I0228 11:22:52.652524  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.652530  9676 net.cpp:137] Memory required for data: 1078984704
I0228 11:22:52.652536  9676 layer_factory.hpp:77] Creating layer res3b_branch2b
I0228 11:22:52.652549  9676 net.cpp:84] Creating Layer res3b_branch2b
I0228 11:22:52.652555  9676 net.cpp:406] res3b_branch2b <- res3b_branch2a
I0228 11:22:52.652570  9676 net.cpp:380] res3b_branch2b -> res3b_branch2b
I0228 11:22:52.654783  9676 net.cpp:122] Setting up res3b_branch2b
I0228 11:22:52.654803  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.654810  9676 net.cpp:137] Memory required for data: 1082195968
I0228 11:22:52.654821  9676 layer_factory.hpp:77] Creating layer bn3b_branch2b
I0228 11:22:52.654834  9676 net.cpp:84] Creating Layer bn3b_branch2b
I0228 11:22:52.654841  9676 net.cpp:406] bn3b_branch2b <- res3b_branch2b
I0228 11:22:52.654853  9676 net.cpp:367] bn3b_branch2b -> res3b_branch2b (in-place)
I0228 11:22:52.655164  9676 net.cpp:122] Setting up bn3b_branch2b
I0228 11:22:52.655174  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.655180  9676 net.cpp:137] Memory required for data: 1085407232
I0228 11:22:52.655194  9676 layer_factory.hpp:77] Creating layer scale3b_branch2b
I0228 11:22:52.655205  9676 net.cpp:84] Creating Layer scale3b_branch2b
I0228 11:22:52.655212  9676 net.cpp:406] scale3b_branch2b <- res3b_branch2b
I0228 11:22:52.655220  9676 net.cpp:367] scale3b_branch2b -> res3b_branch2b (in-place)
I0228 11:22:52.655278  9676 layer_factory.hpp:77] Creating layer scale3b_branch2b
I0228 11:22:52.655468  9676 net.cpp:122] Setting up scale3b_branch2b
I0228 11:22:52.655479  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.655485  9676 net.cpp:137] Memory required for data: 1088618496
I0228 11:22:52.655498  9676 layer_factory.hpp:77] Creating layer res3b_branch2b_relu
I0228 11:22:52.655508  9676 net.cpp:84] Creating Layer res3b_branch2b_relu
I0228 11:22:52.655514  9676 net.cpp:406] res3b_branch2b_relu <- res3b_branch2b
I0228 11:22:52.655521  9676 net.cpp:367] res3b_branch2b_relu -> res3b_branch2b (in-place)
I0228 11:22:52.656282  9676 net.cpp:122] Setting up res3b_branch2b_relu
I0228 11:22:52.656301  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.656307  9676 net.cpp:137] Memory required for data: 1091829760
I0228 11:22:52.656314  9676 layer_factory.hpp:77] Creating layer res3b_branch2c
I0228 11:22:52.656329  9676 net.cpp:84] Creating Layer res3b_branch2c
I0228 11:22:52.656337  9676 net.cpp:406] res3b_branch2c <- res3b_branch2b
I0228 11:22:52.656348  9676 net.cpp:380] res3b_branch2c -> res3b_branch2c
I0228 11:22:52.658159  9676 net.cpp:122] Setting up res3b_branch2c
I0228 11:22:52.658179  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.658185  9676 net.cpp:137] Memory required for data: 1104674816
I0228 11:22:52.658196  9676 layer_factory.hpp:77] Creating layer bn3b_branch2c
I0228 11:22:52.658210  9676 net.cpp:84] Creating Layer bn3b_branch2c
I0228 11:22:52.658216  9676 net.cpp:406] bn3b_branch2c <- res3b_branch2c
I0228 11:22:52.658227  9676 net.cpp:367] bn3b_branch2c -> res3b_branch2c (in-place)
I0228 11:22:52.658561  9676 net.cpp:122] Setting up bn3b_branch2c
I0228 11:22:52.658573  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.658579  9676 net.cpp:137] Memory required for data: 1117519872
I0228 11:22:52.658591  9676 layer_factory.hpp:77] Creating layer scale3b_branch2c
I0228 11:22:52.658601  9676 net.cpp:84] Creating Layer scale3b_branch2c
I0228 11:22:52.658607  9676 net.cpp:406] scale3b_branch2c <- res3b_branch2c
I0228 11:22:52.658617  9676 net.cpp:367] scale3b_branch2c -> res3b_branch2c (in-place)
I0228 11:22:52.658686  9676 layer_factory.hpp:77] Creating layer scale3b_branch2c
I0228 11:22:52.658875  9676 net.cpp:122] Setting up scale3b_branch2c
I0228 11:22:52.658885  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.658891  9676 net.cpp:137] Memory required for data: 1130364928
I0228 11:22:52.658902  9676 layer_factory.hpp:77] Creating layer res3b
I0228 11:22:52.658910  9676 net.cpp:84] Creating Layer res3b
I0228 11:22:52.658916  9676 net.cpp:406] res3b <- res3a_res3a_relu_0_split_1
I0228 11:22:52.658924  9676 net.cpp:406] res3b <- res3b_branch2c
I0228 11:22:52.658933  9676 net.cpp:380] res3b -> res3b
I0228 11:22:52.658969  9676 net.cpp:122] Setting up res3b
I0228 11:22:52.658979  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.658989  9676 net.cpp:137] Memory required for data: 1143209984
I0228 11:22:52.658994  9676 layer_factory.hpp:77] Creating layer res3b_relu
I0228 11:22:52.659003  9676 net.cpp:84] Creating Layer res3b_relu
I0228 11:22:52.659008  9676 net.cpp:406] res3b_relu <- res3b
I0228 11:22:52.659016  9676 net.cpp:367] res3b_relu -> res3b (in-place)
I0228 11:22:52.659721  9676 net.cpp:122] Setting up res3b_relu
I0228 11:22:52.659741  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.659747  9676 net.cpp:137] Memory required for data: 1156055040
I0228 11:22:52.659754  9676 layer_factory.hpp:77] Creating layer res3b_res3b_relu_0_split
I0228 11:22:52.659765  9676 net.cpp:84] Creating Layer res3b_res3b_relu_0_split
I0228 11:22:52.659770  9676 net.cpp:406] res3b_res3b_relu_0_split <- res3b
I0228 11:22:52.659781  9676 net.cpp:380] res3b_res3b_relu_0_split -> res3b_res3b_relu_0_split_0
I0228 11:22:52.659793  9676 net.cpp:380] res3b_res3b_relu_0_split -> res3b_res3b_relu_0_split_1
I0228 11:22:52.659852  9676 net.cpp:122] Setting up res3b_res3b_relu_0_split
I0228 11:22:52.659862  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.659869  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.659875  9676 net.cpp:137] Memory required for data: 1181745152
I0228 11:22:52.659880  9676 layer_factory.hpp:77] Creating layer res3c_branch2a
I0228 11:22:52.659896  9676 net.cpp:84] Creating Layer res3c_branch2a
I0228 11:22:52.659904  9676 net.cpp:406] res3c_branch2a <- res3b_res3b_relu_0_split_0
I0228 11:22:52.659911  9676 net.cpp:380] res3c_branch2a -> res3c_branch2a
I0228 11:22:52.662828  9676 net.cpp:122] Setting up res3c_branch2a
I0228 11:22:52.662850  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.662856  9676 net.cpp:137] Memory required for data: 1184956416
I0228 11:22:52.662866  9676 layer_factory.hpp:77] Creating layer bn3c_branch2a
I0228 11:22:52.662879  9676 net.cpp:84] Creating Layer bn3c_branch2a
I0228 11:22:52.662886  9676 net.cpp:406] bn3c_branch2a <- res3c_branch2a
I0228 11:22:52.662897  9676 net.cpp:367] bn3c_branch2a -> res3c_branch2a (in-place)
I0228 11:22:52.663197  9676 net.cpp:122] Setting up bn3c_branch2a
I0228 11:22:52.663208  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.663213  9676 net.cpp:137] Memory required for data: 1188167680
I0228 11:22:52.663226  9676 layer_factory.hpp:77] Creating layer scale3c_branch2a
I0228 11:22:52.663236  9676 net.cpp:84] Creating Layer scale3c_branch2a
I0228 11:22:52.663242  9676 net.cpp:406] scale3c_branch2a <- res3c_branch2a
I0228 11:22:52.663252  9676 net.cpp:367] scale3c_branch2a -> res3c_branch2a (in-place)
I0228 11:22:52.663308  9676 layer_factory.hpp:77] Creating layer scale3c_branch2a
I0228 11:22:52.663496  9676 net.cpp:122] Setting up scale3c_branch2a
I0228 11:22:52.663507  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.663512  9676 net.cpp:137] Memory required for data: 1191378944
I0228 11:22:52.663523  9676 layer_factory.hpp:77] Creating layer res3c_branch2a_relu
I0228 11:22:52.663532  9676 net.cpp:84] Creating Layer res3c_branch2a_relu
I0228 11:22:52.663538  9676 net.cpp:406] res3c_branch2a_relu <- res3c_branch2a
I0228 11:22:52.663545  9676 net.cpp:367] res3c_branch2a_relu -> res3c_branch2a (in-place)
I0228 11:22:52.663836  9676 net.cpp:122] Setting up res3c_branch2a_relu
I0228 11:22:52.663849  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.663854  9676 net.cpp:137] Memory required for data: 1194590208
I0228 11:22:52.663861  9676 layer_factory.hpp:77] Creating layer res3c_branch2b
I0228 11:22:52.663875  9676 net.cpp:84] Creating Layer res3c_branch2b
I0228 11:22:52.663882  9676 net.cpp:406] res3c_branch2b <- res3c_branch2a
I0228 11:22:52.663890  9676 net.cpp:380] res3c_branch2b -> res3c_branch2b
I0228 11:22:52.666082  9676 net.cpp:122] Setting up res3c_branch2b
I0228 11:22:52.666112  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.666119  9676 net.cpp:137] Memory required for data: 1197801472
I0228 11:22:52.666131  9676 layer_factory.hpp:77] Creating layer bn3c_branch2b
I0228 11:22:52.666147  9676 net.cpp:84] Creating Layer bn3c_branch2b
I0228 11:22:52.666154  9676 net.cpp:406] bn3c_branch2b <- res3c_branch2b
I0228 11:22:52.666163  9676 net.cpp:367] bn3c_branch2b -> res3c_branch2b (in-place)
I0228 11:22:52.666472  9676 net.cpp:122] Setting up bn3c_branch2b
I0228 11:22:52.666484  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.666489  9676 net.cpp:137] Memory required for data: 1201012736
I0228 11:22:52.666502  9676 layer_factory.hpp:77] Creating layer scale3c_branch2b
I0228 11:22:52.666512  9676 net.cpp:84] Creating Layer scale3c_branch2b
I0228 11:22:52.666518  9676 net.cpp:406] scale3c_branch2b <- res3c_branch2b
I0228 11:22:52.666527  9676 net.cpp:367] scale3c_branch2b -> res3c_branch2b (in-place)
I0228 11:22:52.666585  9676 layer_factory.hpp:77] Creating layer scale3c_branch2b
I0228 11:22:52.666774  9676 net.cpp:122] Setting up scale3c_branch2b
I0228 11:22:52.666785  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.666791  9676 net.cpp:137] Memory required for data: 1204224000
I0228 11:22:52.666802  9676 layer_factory.hpp:77] Creating layer res3c_branch2b_relu
I0228 11:22:52.666811  9676 net.cpp:84] Creating Layer res3c_branch2b_relu
I0228 11:22:52.666817  9676 net.cpp:406] res3c_branch2b_relu <- res3c_branch2b
I0228 11:22:52.666824  9676 net.cpp:367] res3c_branch2b_relu -> res3c_branch2b (in-place)
I0228 11:22:52.667134  9676 net.cpp:122] Setting up res3c_branch2b_relu
I0228 11:22:52.667146  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.667152  9676 net.cpp:137] Memory required for data: 1207435264
I0228 11:22:52.667158  9676 layer_factory.hpp:77] Creating layer res3c_branch2c
I0228 11:22:52.667172  9676 net.cpp:84] Creating Layer res3c_branch2c
I0228 11:22:52.667178  9676 net.cpp:406] res3c_branch2c <- res3c_branch2b
I0228 11:22:52.667189  9676 net.cpp:380] res3c_branch2c -> res3c_branch2c
I0228 11:22:52.668887  9676 net.cpp:122] Setting up res3c_branch2c
I0228 11:22:52.668910  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.668916  9676 net.cpp:137] Memory required for data: 1220280320
I0228 11:22:52.668926  9676 layer_factory.hpp:77] Creating layer bn3c_branch2c
I0228 11:22:52.668937  9676 net.cpp:84] Creating Layer bn3c_branch2c
I0228 11:22:52.668944  9676 net.cpp:406] bn3c_branch2c <- res3c_branch2c
I0228 11:22:52.668954  9676 net.cpp:367] bn3c_branch2c -> res3c_branch2c (in-place)
I0228 11:22:52.669272  9676 net.cpp:122] Setting up bn3c_branch2c
I0228 11:22:52.669283  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.669289  9676 net.cpp:137] Memory required for data: 1233125376
I0228 11:22:52.669301  9676 layer_factory.hpp:77] Creating layer scale3c_branch2c
I0228 11:22:52.669311  9676 net.cpp:84] Creating Layer scale3c_branch2c
I0228 11:22:52.669317  9676 net.cpp:406] scale3c_branch2c <- res3c_branch2c
I0228 11:22:52.669327  9676 net.cpp:367] scale3c_branch2c -> res3c_branch2c (in-place)
I0228 11:22:52.669400  9676 layer_factory.hpp:77] Creating layer scale3c_branch2c
I0228 11:22:52.669595  9676 net.cpp:122] Setting up scale3c_branch2c
I0228 11:22:52.669606  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.669612  9676 net.cpp:137] Memory required for data: 1245970432
I0228 11:22:52.669623  9676 layer_factory.hpp:77] Creating layer res3c
I0228 11:22:52.669634  9676 net.cpp:84] Creating Layer res3c
I0228 11:22:52.669641  9676 net.cpp:406] res3c <- res3b_res3b_relu_0_split_1
I0228 11:22:52.669647  9676 net.cpp:406] res3c <- res3c_branch2c
I0228 11:22:52.669656  9676 net.cpp:380] res3c -> res3c
I0228 11:22:52.669692  9676 net.cpp:122] Setting up res3c
I0228 11:22:52.669700  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.669706  9676 net.cpp:137] Memory required for data: 1258815488
I0228 11:22:52.669711  9676 layer_factory.hpp:77] Creating layer res3c_relu
I0228 11:22:52.669719  9676 net.cpp:84] Creating Layer res3c_relu
I0228 11:22:52.669725  9676 net.cpp:406] res3c_relu <- res3c
I0228 11:22:52.669734  9676 net.cpp:367] res3c_relu -> res3c (in-place)
I0228 11:22:52.670017  9676 net.cpp:122] Setting up res3c_relu
I0228 11:22:52.670029  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.670034  9676 net.cpp:137] Memory required for data: 1271660544
I0228 11:22:52.670042  9676 layer_factory.hpp:77] Creating layer res3c_res3c_relu_0_split
I0228 11:22:52.670054  9676 net.cpp:84] Creating Layer res3c_res3c_relu_0_split
I0228 11:22:52.670060  9676 net.cpp:406] res3c_res3c_relu_0_split <- res3c
I0228 11:22:52.670071  9676 net.cpp:380] res3c_res3c_relu_0_split -> res3c_res3c_relu_0_split_0
I0228 11:22:52.670083  9676 net.cpp:380] res3c_res3c_relu_0_split -> res3c_res3c_relu_0_split_1
I0228 11:22:52.670156  9676 net.cpp:122] Setting up res3c_res3c_relu_0_split
I0228 11:22:52.670166  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.670172  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.670178  9676 net.cpp:137] Memory required for data: 1297350656
I0228 11:22:52.670184  9676 layer_factory.hpp:77] Creating layer res3d_branch2a
I0228 11:22:52.670197  9676 net.cpp:84] Creating Layer res3d_branch2a
I0228 11:22:52.670203  9676 net.cpp:406] res3d_branch2a <- res3c_res3c_relu_0_split_0
I0228 11:22:52.670212  9676 net.cpp:380] res3d_branch2a -> res3d_branch2a
I0228 11:22:52.671855  9676 net.cpp:122] Setting up res3d_branch2a
I0228 11:22:52.671875  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.671881  9676 net.cpp:137] Memory required for data: 1300561920
I0228 11:22:52.671891  9676 layer_factory.hpp:77] Creating layer bn3d_branch2a
I0228 11:22:52.671903  9676 net.cpp:84] Creating Layer bn3d_branch2a
I0228 11:22:52.671910  9676 net.cpp:406] bn3d_branch2a <- res3d_branch2a
I0228 11:22:52.671918  9676 net.cpp:367] bn3d_branch2a -> res3d_branch2a (in-place)
I0228 11:22:52.672209  9676 net.cpp:122] Setting up bn3d_branch2a
I0228 11:22:52.672220  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.672226  9676 net.cpp:137] Memory required for data: 1303773184
I0228 11:22:52.672272  9676 layer_factory.hpp:77] Creating layer scale3d_branch2a
I0228 11:22:52.672283  9676 net.cpp:84] Creating Layer scale3d_branch2a
I0228 11:22:52.672289  9676 net.cpp:406] scale3d_branch2a <- res3d_branch2a
I0228 11:22:52.672297  9676 net.cpp:367] scale3d_branch2a -> res3d_branch2a (in-place)
I0228 11:22:52.672356  9676 layer_factory.hpp:77] Creating layer scale3d_branch2a
I0228 11:22:52.672530  9676 net.cpp:122] Setting up scale3d_branch2a
I0228 11:22:52.672541  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.672546  9676 net.cpp:137] Memory required for data: 1306984448
I0228 11:22:52.672556  9676 layer_factory.hpp:77] Creating layer res3d_branch2a_relu
I0228 11:22:52.672566  9676 net.cpp:84] Creating Layer res3d_branch2a_relu
I0228 11:22:52.672572  9676 net.cpp:406] res3d_branch2a_relu <- res3d_branch2a
I0228 11:22:52.672580  9676 net.cpp:367] res3d_branch2a_relu -> res3d_branch2a (in-place)
I0228 11:22:52.672858  9676 net.cpp:122] Setting up res3d_branch2a_relu
I0228 11:22:52.672871  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.672876  9676 net.cpp:137] Memory required for data: 1310195712
I0228 11:22:52.672881  9676 layer_factory.hpp:77] Creating layer res3d_branch2b
I0228 11:22:52.672897  9676 net.cpp:84] Creating Layer res3d_branch2b
I0228 11:22:52.672904  9676 net.cpp:406] res3d_branch2b <- res3d_branch2a
I0228 11:22:52.672914  9676 net.cpp:380] res3d_branch2b -> res3d_branch2b
I0228 11:22:52.676129  9676 net.cpp:122] Setting up res3d_branch2b
I0228 11:22:52.676151  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.676156  9676 net.cpp:137] Memory required for data: 1313406976
I0228 11:22:52.676167  9676 layer_factory.hpp:77] Creating layer bn3d_branch2b
I0228 11:22:52.676178  9676 net.cpp:84] Creating Layer bn3d_branch2b
I0228 11:22:52.676185  9676 net.cpp:406] bn3d_branch2b <- res3d_branch2b
I0228 11:22:52.676198  9676 net.cpp:367] bn3d_branch2b -> res3d_branch2b (in-place)
I0228 11:22:52.676496  9676 net.cpp:122] Setting up bn3d_branch2b
I0228 11:22:52.676512  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.676517  9676 net.cpp:137] Memory required for data: 1316618240
I0228 11:22:52.676529  9676 layer_factory.hpp:77] Creating layer scale3d_branch2b
I0228 11:22:52.676539  9676 net.cpp:84] Creating Layer scale3d_branch2b
I0228 11:22:52.676544  9676 net.cpp:406] scale3d_branch2b <- res3d_branch2b
I0228 11:22:52.676554  9676 net.cpp:367] scale3d_branch2b -> res3d_branch2b (in-place)
I0228 11:22:52.676610  9676 layer_factory.hpp:77] Creating layer scale3d_branch2b
I0228 11:22:52.676795  9676 net.cpp:122] Setting up scale3d_branch2b
I0228 11:22:52.676805  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.676810  9676 net.cpp:137] Memory required for data: 1319829504
I0228 11:22:52.676821  9676 layer_factory.hpp:77] Creating layer res3d_branch2b_relu
I0228 11:22:52.676829  9676 net.cpp:84] Creating Layer res3d_branch2b_relu
I0228 11:22:52.676834  9676 net.cpp:406] res3d_branch2b_relu <- res3d_branch2b
I0228 11:22:52.676841  9676 net.cpp:367] res3d_branch2b_relu -> res3d_branch2b (in-place)
I0228 11:22:52.677541  9676 net.cpp:122] Setting up res3d_branch2b_relu
I0228 11:22:52.677561  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.677568  9676 net.cpp:137] Memory required for data: 1323040768
I0228 11:22:52.677574  9676 layer_factory.hpp:77] Creating layer res3d_branch2c
I0228 11:22:52.677587  9676 net.cpp:84] Creating Layer res3d_branch2c
I0228 11:22:52.677592  9676 net.cpp:406] res3d_branch2c <- res3d_branch2b
I0228 11:22:52.677603  9676 net.cpp:380] res3d_branch2c -> res3d_branch2c
I0228 11:22:52.679255  9676 net.cpp:122] Setting up res3d_branch2c
I0228 11:22:52.679276  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.679281  9676 net.cpp:137] Memory required for data: 1335885824
I0228 11:22:52.679291  9676 layer_factory.hpp:77] Creating layer bn3d_branch2c
I0228 11:22:52.679303  9676 net.cpp:84] Creating Layer bn3d_branch2c
I0228 11:22:52.679311  9676 net.cpp:406] bn3d_branch2c <- res3d_branch2c
I0228 11:22:52.679318  9676 net.cpp:367] bn3d_branch2c -> res3d_branch2c (in-place)
I0228 11:22:52.679625  9676 net.cpp:122] Setting up bn3d_branch2c
I0228 11:22:52.679635  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.679641  9676 net.cpp:137] Memory required for data: 1348730880
I0228 11:22:52.679654  9676 layer_factory.hpp:77] Creating layer scale3d_branch2c
I0228 11:22:52.679663  9676 net.cpp:84] Creating Layer scale3d_branch2c
I0228 11:22:52.679668  9676 net.cpp:406] scale3d_branch2c <- res3d_branch2c
I0228 11:22:52.679677  9676 net.cpp:367] scale3d_branch2c -> res3d_branch2c (in-place)
I0228 11:22:52.679752  9676 layer_factory.hpp:77] Creating layer scale3d_branch2c
I0228 11:22:52.679940  9676 net.cpp:122] Setting up scale3d_branch2c
I0228 11:22:52.679951  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.679956  9676 net.cpp:137] Memory required for data: 1361575936
I0228 11:22:52.679966  9676 layer_factory.hpp:77] Creating layer res3d
I0228 11:22:52.679976  9676 net.cpp:84] Creating Layer res3d
I0228 11:22:52.679982  9676 net.cpp:406] res3d <- res3c_res3c_relu_0_split_1
I0228 11:22:52.679989  9676 net.cpp:406] res3d <- res3d_branch2c
I0228 11:22:52.679997  9676 net.cpp:380] res3d -> res3d
I0228 11:22:52.680032  9676 net.cpp:122] Setting up res3d
I0228 11:22:52.680042  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.680047  9676 net.cpp:137] Memory required for data: 1374420992
I0228 11:22:52.680052  9676 layer_factory.hpp:77] Creating layer res3d_relu
I0228 11:22:52.680059  9676 net.cpp:84] Creating Layer res3d_relu
I0228 11:22:52.680064  9676 net.cpp:406] res3d_relu <- res3d
I0228 11:22:52.680073  9676 net.cpp:367] res3d_relu -> res3d (in-place)
I0228 11:22:52.680352  9676 net.cpp:122] Setting up res3d_relu
I0228 11:22:52.680364  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.680369  9676 net.cpp:137] Memory required for data: 1387266048
I0228 11:22:52.680377  9676 layer_factory.hpp:77] Creating layer res3d_res3d_relu_0_split
I0228 11:22:52.680388  9676 net.cpp:84] Creating Layer res3d_res3d_relu_0_split
I0228 11:22:52.680393  9676 net.cpp:406] res3d_res3d_relu_0_split <- res3d
I0228 11:22:52.680403  9676 net.cpp:380] res3d_res3d_relu_0_split -> res3d_res3d_relu_0_split_0
I0228 11:22:52.680413  9676 net.cpp:380] res3d_res3d_relu_0_split -> res3d_res3d_relu_0_split_1
I0228 11:22:52.680471  9676 net.cpp:122] Setting up res3d_res3d_relu_0_split
I0228 11:22:52.680480  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.680487  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.680492  9676 net.cpp:137] Memory required for data: 1412956160
I0228 11:22:52.680498  9676 layer_factory.hpp:77] Creating layer res4a_branch1
I0228 11:22:52.680510  9676 net.cpp:84] Creating Layer res4a_branch1
I0228 11:22:52.680516  9676 net.cpp:406] res4a_branch1 <- res3d_res3d_relu_0_split_0
I0228 11:22:52.680523  9676 net.cpp:380] res4a_branch1 -> res4a_branch1
I0228 11:22:52.683689  9676 net.cpp:122] Setting up res4a_branch1
I0228 11:22:52.683712  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.683717  9676 net.cpp:137] Memory required for data: 1419378688
I0228 11:22:52.683727  9676 layer_factory.hpp:77] Creating layer bn4a_branch1
I0228 11:22:52.683738  9676 net.cpp:84] Creating Layer bn4a_branch1
I0228 11:22:52.683745  9676 net.cpp:406] bn4a_branch1 <- res4a_branch1
I0228 11:22:52.683753  9676 net.cpp:367] bn4a_branch1 -> res4a_branch1 (in-place)
I0228 11:22:52.684070  9676 net.cpp:122] Setting up bn4a_branch1
I0228 11:22:52.684082  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.684087  9676 net.cpp:137] Memory required for data: 1425801216
I0228 11:22:52.684099  9676 layer_factory.hpp:77] Creating layer scale4a_branch1
I0228 11:22:52.684108  9676 net.cpp:84] Creating Layer scale4a_branch1
I0228 11:22:52.684114  9676 net.cpp:406] scale4a_branch1 <- res4a_branch1
I0228 11:22:52.684123  9676 net.cpp:367] scale4a_branch1 -> res4a_branch1 (in-place)
I0228 11:22:52.684190  9676 layer_factory.hpp:77] Creating layer scale4a_branch1
I0228 11:22:52.684363  9676 net.cpp:122] Setting up scale4a_branch1
I0228 11:22:52.684373  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.684378  9676 net.cpp:137] Memory required for data: 1432223744
I0228 11:22:52.684388  9676 layer_factory.hpp:77] Creating layer res4a_branch2a
I0228 11:22:52.684401  9676 net.cpp:84] Creating Layer res4a_branch2a
I0228 11:22:52.684407  9676 net.cpp:406] res4a_branch2a <- res3d_res3d_relu_0_split_1
I0228 11:22:52.684415  9676 net.cpp:380] res4a_branch2a -> res4a_branch2a
I0228 11:22:52.686086  9676 net.cpp:122] Setting up res4a_branch2a
I0228 11:22:52.686128  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.686136  9676 net.cpp:137] Memory required for data: 1433829376
I0228 11:22:52.686146  9676 layer_factory.hpp:77] Creating layer bn4a_branch2a
I0228 11:22:52.686156  9676 net.cpp:84] Creating Layer bn4a_branch2a
I0228 11:22:52.686163  9676 net.cpp:406] bn4a_branch2a <- res4a_branch2a
I0228 11:22:52.686172  9676 net.cpp:367] bn4a_branch2a -> res4a_branch2a (in-place)
I0228 11:22:52.686450  9676 net.cpp:122] Setting up bn4a_branch2a
I0228 11:22:52.686460  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.686466  9676 net.cpp:137] Memory required for data: 1435435008
I0228 11:22:52.686477  9676 layer_factory.hpp:77] Creating layer scale4a_branch2a
I0228 11:22:52.686486  9676 net.cpp:84] Creating Layer scale4a_branch2a
I0228 11:22:52.686492  9676 net.cpp:406] scale4a_branch2a <- res4a_branch2a
I0228 11:22:52.686501  9676 net.cpp:367] scale4a_branch2a -> res4a_branch2a (in-place)
I0228 11:22:52.686559  9676 layer_factory.hpp:77] Creating layer scale4a_branch2a
I0228 11:22:52.686709  9676 net.cpp:122] Setting up scale4a_branch2a
I0228 11:22:52.686722  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.686727  9676 net.cpp:137] Memory required for data: 1437040640
I0228 11:22:52.686736  9676 layer_factory.hpp:77] Creating layer res4a_branch2a_relu
I0228 11:22:52.686744  9676 net.cpp:84] Creating Layer res4a_branch2a_relu
I0228 11:22:52.686754  9676 net.cpp:406] res4a_branch2a_relu <- res4a_branch2a
I0228 11:22:52.686763  9676 net.cpp:367] res4a_branch2a_relu -> res4a_branch2a (in-place)
I0228 11:22:52.687047  9676 net.cpp:122] Setting up res4a_branch2a_relu
I0228 11:22:52.687058  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.687063  9676 net.cpp:137] Memory required for data: 1438646272
I0228 11:22:52.687070  9676 layer_factory.hpp:77] Creating layer res4a_branch2b
I0228 11:22:52.687083  9676 net.cpp:84] Creating Layer res4a_branch2b
I0228 11:22:52.687088  9676 net.cpp:406] res4a_branch2b <- res4a_branch2a
I0228 11:22:52.687099  9676 net.cpp:380] res4a_branch2b -> res4a_branch2b
I0228 11:22:52.690848  9676 net.cpp:122] Setting up res4a_branch2b
I0228 11:22:52.690870  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.690876  9676 net.cpp:137] Memory required for data: 1440251904
I0228 11:22:52.690886  9676 layer_factory.hpp:77] Creating layer bn4a_branch2b
I0228 11:22:52.690898  9676 net.cpp:84] Creating Layer bn4a_branch2b
I0228 11:22:52.690906  9676 net.cpp:406] bn4a_branch2b <- res4a_branch2b
I0228 11:22:52.690915  9676 net.cpp:367] bn4a_branch2b -> res4a_branch2b (in-place)
I0228 11:22:52.691195  9676 net.cpp:122] Setting up bn4a_branch2b
I0228 11:22:52.691206  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.691211  9676 net.cpp:137] Memory required for data: 1441857536
I0228 11:22:52.691223  9676 layer_factory.hpp:77] Creating layer scale4a_branch2b
I0228 11:22:52.691236  9676 net.cpp:84] Creating Layer scale4a_branch2b
I0228 11:22:52.691242  9676 net.cpp:406] scale4a_branch2b <- res4a_branch2b
I0228 11:22:52.691249  9676 net.cpp:367] scale4a_branch2b -> res4a_branch2b (in-place)
I0228 11:22:52.691306  9676 layer_factory.hpp:77] Creating layer scale4a_branch2b
I0228 11:22:52.691458  9676 net.cpp:122] Setting up scale4a_branch2b
I0228 11:22:52.691468  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.691473  9676 net.cpp:137] Memory required for data: 1443463168
I0228 11:22:52.691483  9676 layer_factory.hpp:77] Creating layer res4a_branch2b_relu
I0228 11:22:52.691493  9676 net.cpp:84] Creating Layer res4a_branch2b_relu
I0228 11:22:52.691499  9676 net.cpp:406] res4a_branch2b_relu <- res4a_branch2b
I0228 11:22:52.691506  9676 net.cpp:367] res4a_branch2b_relu -> res4a_branch2b (in-place)
I0228 11:22:52.691788  9676 net.cpp:122] Setting up res4a_branch2b_relu
I0228 11:22:52.691802  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.691807  9676 net.cpp:137] Memory required for data: 1445068800
I0228 11:22:52.691813  9676 layer_factory.hpp:77] Creating layer res4a_branch2c
I0228 11:22:52.691823  9676 net.cpp:84] Creating Layer res4a_branch2c
I0228 11:22:52.691829  9676 net.cpp:406] res4a_branch2c <- res4a_branch2b
I0228 11:22:52.691840  9676 net.cpp:380] res4a_branch2c -> res4a_branch2c
I0228 11:22:52.694826  9676 net.cpp:122] Setting up res4a_branch2c
I0228 11:22:52.694846  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.694851  9676 net.cpp:137] Memory required for data: 1451491328
I0228 11:22:52.694861  9676 layer_factory.hpp:77] Creating layer bn4a_branch2c
I0228 11:22:52.694874  9676 net.cpp:84] Creating Layer bn4a_branch2c
I0228 11:22:52.694880  9676 net.cpp:406] bn4a_branch2c <- res4a_branch2c
I0228 11:22:52.694886  9676 net.cpp:367] bn4a_branch2c -> res4a_branch2c (in-place)
I0228 11:22:52.695180  9676 net.cpp:122] Setting up bn4a_branch2c
I0228 11:22:52.695191  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.695196  9676 net.cpp:137] Memory required for data: 1457913856
I0228 11:22:52.695209  9676 layer_factory.hpp:77] Creating layer scale4a_branch2c
I0228 11:22:52.695219  9676 net.cpp:84] Creating Layer scale4a_branch2c
I0228 11:22:52.695225  9676 net.cpp:406] scale4a_branch2c <- res4a_branch2c
I0228 11:22:52.695232  9676 net.cpp:367] scale4a_branch2c -> res4a_branch2c (in-place)
I0228 11:22:52.695296  9676 layer_factory.hpp:77] Creating layer scale4a_branch2c
I0228 11:22:52.695462  9676 net.cpp:122] Setting up scale4a_branch2c
I0228 11:22:52.695477  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.695482  9676 net.cpp:137] Memory required for data: 1464336384
I0228 11:22:52.695492  9676 layer_factory.hpp:77] Creating layer res4a
I0228 11:22:52.695502  9676 net.cpp:84] Creating Layer res4a
I0228 11:22:52.695508  9676 net.cpp:406] res4a <- res4a_branch1
I0228 11:22:52.695515  9676 net.cpp:406] res4a <- res4a_branch2c
I0228 11:22:52.695521  9676 net.cpp:380] res4a -> res4a
I0228 11:22:52.695556  9676 net.cpp:122] Setting up res4a
I0228 11:22:52.695565  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.695570  9676 net.cpp:137] Memory required for data: 1470758912
I0228 11:22:52.695575  9676 layer_factory.hpp:77] Creating layer res4a_relu
I0228 11:22:52.695583  9676 net.cpp:84] Creating Layer res4a_relu
I0228 11:22:52.695588  9676 net.cpp:406] res4a_relu <- res4a
I0228 11:22:52.695596  9676 net.cpp:367] res4a_relu -> res4a (in-place)
I0228 11:22:52.695863  9676 net.cpp:122] Setting up res4a_relu
I0228 11:22:52.695875  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.695879  9676 net.cpp:137] Memory required for data: 1477181440
I0228 11:22:52.695885  9676 layer_factory.hpp:77] Creating layer res4a_res4a_relu_0_split
I0228 11:22:52.695920  9676 net.cpp:84] Creating Layer res4a_res4a_relu_0_split
I0228 11:22:52.695926  9676 net.cpp:406] res4a_res4a_relu_0_split <- res4a
I0228 11:22:52.695935  9676 net.cpp:380] res4a_res4a_relu_0_split -> res4a_res4a_relu_0_split_0
I0228 11:22:52.695945  9676 net.cpp:380] res4a_res4a_relu_0_split -> res4a_res4a_relu_0_split_1
I0228 11:22:52.695996  9676 net.cpp:122] Setting up res4a_res4a_relu_0_split
I0228 11:22:52.696005  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.696012  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.696017  9676 net.cpp:137] Memory required for data: 1490026496
I0228 11:22:52.696022  9676 layer_factory.hpp:77] Creating layer res4b_branch2a
I0228 11:22:52.696035  9676 net.cpp:84] Creating Layer res4b_branch2a
I0228 11:22:52.696040  9676 net.cpp:406] res4b_branch2a <- res4a_res4a_relu_0_split_0
I0228 11:22:52.696048  9676 net.cpp:380] res4b_branch2a -> res4b_branch2a
I0228 11:22:52.697782  9676 net.cpp:122] Setting up res4b_branch2a
I0228 11:22:52.697800  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.697805  9676 net.cpp:137] Memory required for data: 1491632128
I0228 11:22:52.697814  9676 layer_factory.hpp:77] Creating layer bn4b_branch2a
I0228 11:22:52.697826  9676 net.cpp:84] Creating Layer bn4b_branch2a
I0228 11:22:52.697834  9676 net.cpp:406] bn4b_branch2a <- res4b_branch2a
I0228 11:22:52.697841  9676 net.cpp:367] bn4b_branch2a -> res4b_branch2a (in-place)
I0228 11:22:52.698115  9676 net.cpp:122] Setting up bn4b_branch2a
I0228 11:22:52.698127  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.698132  9676 net.cpp:137] Memory required for data: 1493237760
I0228 11:22:52.698143  9676 layer_factory.hpp:77] Creating layer scale4b_branch2a
I0228 11:22:52.698154  9676 net.cpp:84] Creating Layer scale4b_branch2a
I0228 11:22:52.698159  9676 net.cpp:406] scale4b_branch2a <- res4b_branch2a
I0228 11:22:52.698168  9676 net.cpp:367] scale4b_branch2a -> res4b_branch2a (in-place)
I0228 11:22:52.698222  9676 layer_factory.hpp:77] Creating layer scale4b_branch2a
I0228 11:22:52.698370  9676 net.cpp:122] Setting up scale4b_branch2a
I0228 11:22:52.698380  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.698386  9676 net.cpp:137] Memory required for data: 1494843392
I0228 11:22:52.698395  9676 layer_factory.hpp:77] Creating layer res4b_branch2a_relu
I0228 11:22:52.698405  9676 net.cpp:84] Creating Layer res4b_branch2a_relu
I0228 11:22:52.698410  9676 net.cpp:406] res4b_branch2a_relu <- res4b_branch2a
I0228 11:22:52.698417  9676 net.cpp:367] res4b_branch2a_relu -> res4b_branch2a (in-place)
I0228 11:22:52.698678  9676 net.cpp:122] Setting up res4b_branch2a_relu
I0228 11:22:52.698688  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.698698  9676 net.cpp:137] Memory required for data: 1496449024
I0228 11:22:52.698704  9676 layer_factory.hpp:77] Creating layer res4b_branch2b
I0228 11:22:52.698714  9676 net.cpp:84] Creating Layer res4b_branch2b
I0228 11:22:52.698720  9676 net.cpp:406] res4b_branch2b <- res4b_branch2a
I0228 11:22:52.698731  9676 net.cpp:380] res4b_branch2b -> res4b_branch2b
I0228 11:22:52.702306  9676 net.cpp:122] Setting up res4b_branch2b
I0228 11:22:52.702327  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.702332  9676 net.cpp:137] Memory required for data: 1498054656
I0228 11:22:52.702342  9676 layer_factory.hpp:77] Creating layer bn4b_branch2b
I0228 11:22:52.702354  9676 net.cpp:84] Creating Layer bn4b_branch2b
I0228 11:22:52.702360  9676 net.cpp:406] bn4b_branch2b <- res4b_branch2b
I0228 11:22:52.702368  9676 net.cpp:367] bn4b_branch2b -> res4b_branch2b (in-place)
I0228 11:22:52.702638  9676 net.cpp:122] Setting up bn4b_branch2b
I0228 11:22:52.702648  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.702653  9676 net.cpp:137] Memory required for data: 1499660288
I0228 11:22:52.702667  9676 layer_factory.hpp:77] Creating layer scale4b_branch2b
I0228 11:22:52.702677  9676 net.cpp:84] Creating Layer scale4b_branch2b
I0228 11:22:52.702682  9676 net.cpp:406] scale4b_branch2b <- res4b_branch2b
I0228 11:22:52.702689  9676 net.cpp:367] scale4b_branch2b -> res4b_branch2b (in-place)
I0228 11:22:52.702746  9676 layer_factory.hpp:77] Creating layer scale4b_branch2b
I0228 11:22:52.702890  9676 net.cpp:122] Setting up scale4b_branch2b
I0228 11:22:52.702900  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.702905  9676 net.cpp:137] Memory required for data: 1501265920
I0228 11:22:52.702916  9676 layer_factory.hpp:77] Creating layer res4b_branch2b_relu
I0228 11:22:52.702925  9676 net.cpp:84] Creating Layer res4b_branch2b_relu
I0228 11:22:52.702931  9676 net.cpp:406] res4b_branch2b_relu <- res4b_branch2b
I0228 11:22:52.702937  9676 net.cpp:367] res4b_branch2b_relu -> res4b_branch2b (in-place)
I0228 11:22:52.703624  9676 net.cpp:122] Setting up res4b_branch2b_relu
I0228 11:22:52.703641  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.703647  9676 net.cpp:137] Memory required for data: 1502871552
I0228 11:22:52.703653  9676 layer_factory.hpp:77] Creating layer res4b_branch2c
I0228 11:22:52.703666  9676 net.cpp:84] Creating Layer res4b_branch2c
I0228 11:22:52.703672  9676 net.cpp:406] res4b_branch2c <- res4b_branch2b
I0228 11:22:52.703681  9676 net.cpp:380] res4b_branch2c -> res4b_branch2c
I0228 11:22:52.706113  9676 net.cpp:122] Setting up res4b_branch2c
I0228 11:22:52.706133  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.706138  9676 net.cpp:137] Memory required for data: 1509294080
I0228 11:22:52.706148  9676 layer_factory.hpp:77] Creating layer bn4b_branch2c
I0228 11:22:52.706161  9676 net.cpp:84] Creating Layer bn4b_branch2c
I0228 11:22:52.706166  9676 net.cpp:406] bn4b_branch2c <- res4b_branch2c
I0228 11:22:52.706176  9676 net.cpp:367] bn4b_branch2c -> res4b_branch2c (in-place)
I0228 11:22:52.706473  9676 net.cpp:122] Setting up bn4b_branch2c
I0228 11:22:52.706485  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.706490  9676 net.cpp:137] Memory required for data: 1515716608
I0228 11:22:52.706501  9676 layer_factory.hpp:77] Creating layer scale4b_branch2c
I0228 11:22:52.706511  9676 net.cpp:84] Creating Layer scale4b_branch2c
I0228 11:22:52.706517  9676 net.cpp:406] scale4b_branch2c <- res4b_branch2c
I0228 11:22:52.706524  9676 net.cpp:367] scale4b_branch2c -> res4b_branch2c (in-place)
I0228 11:22:52.706588  9676 layer_factory.hpp:77] Creating layer scale4b_branch2c
I0228 11:22:52.706755  9676 net.cpp:122] Setting up scale4b_branch2c
I0228 11:22:52.706765  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.706770  9676 net.cpp:137] Memory required for data: 1522139136
I0228 11:22:52.706780  9676 layer_factory.hpp:77] Creating layer res4b
I0228 11:22:52.706789  9676 net.cpp:84] Creating Layer res4b
I0228 11:22:52.706799  9676 net.cpp:406] res4b <- res4a_res4a_relu_0_split_1
I0228 11:22:52.706805  9676 net.cpp:406] res4b <- res4b_branch2c
I0228 11:22:52.706815  9676 net.cpp:380] res4b -> res4b
I0228 11:22:52.706848  9676 net.cpp:122] Setting up res4b
I0228 11:22:52.706857  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.706861  9676 net.cpp:137] Memory required for data: 1528561664
I0228 11:22:52.706866  9676 layer_factory.hpp:77] Creating layer res4b_relu
I0228 11:22:52.706876  9676 net.cpp:84] Creating Layer res4b_relu
I0228 11:22:52.706881  9676 net.cpp:406] res4b_relu <- res4b
I0228 11:22:52.706888  9676 net.cpp:367] res4b_relu -> res4b (in-place)
I0228 11:22:52.707581  9676 net.cpp:122] Setting up res4b_relu
I0228 11:22:52.707598  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.707603  9676 net.cpp:137] Memory required for data: 1534984192
I0228 11:22:52.707609  9676 layer_factory.hpp:77] Creating layer res4b_res4b_relu_0_split
I0228 11:22:52.707620  9676 net.cpp:84] Creating Layer res4b_res4b_relu_0_split
I0228 11:22:52.707626  9676 net.cpp:406] res4b_res4b_relu_0_split <- res4b
I0228 11:22:52.707635  9676 net.cpp:380] res4b_res4b_relu_0_split -> res4b_res4b_relu_0_split_0
I0228 11:22:52.707648  9676 net.cpp:380] res4b_res4b_relu_0_split -> res4b_res4b_relu_0_split_1
I0228 11:22:52.707703  9676 net.cpp:122] Setting up res4b_res4b_relu_0_split
I0228 11:22:52.707715  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.707721  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.707726  9676 net.cpp:137] Memory required for data: 1547829248
I0228 11:22:52.707731  9676 layer_factory.hpp:77] Creating layer res4c_branch2a
I0228 11:22:52.707742  9676 net.cpp:84] Creating Layer res4c_branch2a
I0228 11:22:52.707747  9676 net.cpp:406] res4c_branch2a <- res4b_res4b_relu_0_split_0
I0228 11:22:52.707756  9676 net.cpp:380] res4c_branch2a -> res4c_branch2a
I0228 11:22:52.709465  9676 net.cpp:122] Setting up res4c_branch2a
I0228 11:22:52.709484  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.709491  9676 net.cpp:137] Memory required for data: 1549434880
I0228 11:22:52.709499  9676 layer_factory.hpp:77] Creating layer bn4c_branch2a
I0228 11:22:52.709511  9676 net.cpp:84] Creating Layer bn4c_branch2a
I0228 11:22:52.709518  9676 net.cpp:406] bn4c_branch2a <- res4c_branch2a
I0228 11:22:52.709527  9676 net.cpp:367] bn4c_branch2a -> res4c_branch2a (in-place)
I0228 11:22:52.709794  9676 net.cpp:122] Setting up bn4c_branch2a
I0228 11:22:52.709805  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.709810  9676 net.cpp:137] Memory required for data: 1551040512
I0228 11:22:52.709821  9676 layer_factory.hpp:77] Creating layer scale4c_branch2a
I0228 11:22:52.709831  9676 net.cpp:84] Creating Layer scale4c_branch2a
I0228 11:22:52.709837  9676 net.cpp:406] scale4c_branch2a <- res4c_branch2a
I0228 11:22:52.709844  9676 net.cpp:367] scale4c_branch2a -> res4c_branch2a (in-place)
I0228 11:22:52.709899  9676 layer_factory.hpp:77] Creating layer scale4c_branch2a
I0228 11:22:52.710047  9676 net.cpp:122] Setting up scale4c_branch2a
I0228 11:22:52.710057  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.710062  9676 net.cpp:137] Memory required for data: 1552646144
I0228 11:22:52.710072  9676 layer_factory.hpp:77] Creating layer res4c_branch2a_relu
I0228 11:22:52.710080  9676 net.cpp:84] Creating Layer res4c_branch2a_relu
I0228 11:22:52.710085  9676 net.cpp:406] res4c_branch2a_relu <- res4c_branch2a
I0228 11:22:52.710094  9676 net.cpp:367] res4c_branch2a_relu -> res4c_branch2a (in-place)
I0228 11:22:52.710367  9676 net.cpp:122] Setting up res4c_branch2a_relu
I0228 11:22:52.710381  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.710386  9676 net.cpp:137] Memory required for data: 1554251776
I0228 11:22:52.710392  9676 layer_factory.hpp:77] Creating layer res4c_branch2b
I0228 11:22:52.710402  9676 net.cpp:84] Creating Layer res4c_branch2b
I0228 11:22:52.710407  9676 net.cpp:406] res4c_branch2b <- res4c_branch2a
I0228 11:22:52.710417  9676 net.cpp:380] res4c_branch2b -> res4c_branch2b
I0228 11:22:52.714002  9676 net.cpp:122] Setting up res4c_branch2b
I0228 11:22:52.714021  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.714027  9676 net.cpp:137] Memory required for data: 1555857408
I0228 11:22:52.714036  9676 layer_factory.hpp:77] Creating layer bn4c_branch2b
I0228 11:22:52.714049  9676 net.cpp:84] Creating Layer bn4c_branch2b
I0228 11:22:52.714056  9676 net.cpp:406] bn4c_branch2b <- res4c_branch2b
I0228 11:22:52.714066  9676 net.cpp:367] bn4c_branch2b -> res4c_branch2b (in-place)
I0228 11:22:52.714347  9676 net.cpp:122] Setting up bn4c_branch2b
I0228 11:22:52.714359  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.714363  9676 net.cpp:137] Memory required for data: 1557463040
I0228 11:22:52.714375  9676 layer_factory.hpp:77] Creating layer scale4c_branch2b
I0228 11:22:52.714385  9676 net.cpp:84] Creating Layer scale4c_branch2b
I0228 11:22:52.714390  9676 net.cpp:406] scale4c_branch2b <- res4c_branch2b
I0228 11:22:52.714401  9676 net.cpp:367] scale4c_branch2b -> res4c_branch2b (in-place)
I0228 11:22:52.714453  9676 layer_factory.hpp:77] Creating layer scale4c_branch2b
I0228 11:22:52.714606  9676 net.cpp:122] Setting up scale4c_branch2b
I0228 11:22:52.714615  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.714619  9676 net.cpp:137] Memory required for data: 1559068672
I0228 11:22:52.714629  9676 layer_factory.hpp:77] Creating layer res4c_branch2b_relu
I0228 11:22:52.714637  9676 net.cpp:84] Creating Layer res4c_branch2b_relu
I0228 11:22:52.714643  9676 net.cpp:406] res4c_branch2b_relu <- res4c_branch2b
I0228 11:22:52.714654  9676 net.cpp:367] res4c_branch2b_relu -> res4c_branch2b (in-place)
I0228 11:22:52.714937  9676 net.cpp:122] Setting up res4c_branch2b_relu
I0228 11:22:52.714949  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.714954  9676 net.cpp:137] Memory required for data: 1560674304
I0228 11:22:52.714960  9676 layer_factory.hpp:77] Creating layer res4c_branch2c
I0228 11:22:52.714974  9676 net.cpp:84] Creating Layer res4c_branch2c
I0228 11:22:52.714982  9676 net.cpp:406] res4c_branch2c <- res4c_branch2b
I0228 11:22:52.714990  9676 net.cpp:380] res4c_branch2c -> res4c_branch2c
I0228 11:22:52.717874  9676 net.cpp:122] Setting up res4c_branch2c
I0228 11:22:52.717895  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.717900  9676 net.cpp:137] Memory required for data: 1567096832
I0228 11:22:52.717909  9676 layer_factory.hpp:77] Creating layer bn4c_branch2c
I0228 11:22:52.717921  9676 net.cpp:84] Creating Layer bn4c_branch2c
I0228 11:22:52.717927  9676 net.cpp:406] bn4c_branch2c <- res4c_branch2c
I0228 11:22:52.717936  9676 net.cpp:367] bn4c_branch2c -> res4c_branch2c (in-place)
I0228 11:22:52.718250  9676 net.cpp:122] Setting up bn4c_branch2c
I0228 11:22:52.718261  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.718266  9676 net.cpp:137] Memory required for data: 1573519360
I0228 11:22:52.718277  9676 layer_factory.hpp:77] Creating layer scale4c_branch2c
I0228 11:22:52.718287  9676 net.cpp:84] Creating Layer scale4c_branch2c
I0228 11:22:52.718292  9676 net.cpp:406] scale4c_branch2c <- res4c_branch2c
I0228 11:22:52.718300  9676 net.cpp:367] scale4c_branch2c -> res4c_branch2c (in-place)
I0228 11:22:52.718365  9676 layer_factory.hpp:77] Creating layer scale4c_branch2c
I0228 11:22:52.718538  9676 net.cpp:122] Setting up scale4c_branch2c
I0228 11:22:52.718549  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.718554  9676 net.cpp:137] Memory required for data: 1579941888
I0228 11:22:52.718564  9676 layer_factory.hpp:77] Creating layer res4c
I0228 11:22:52.718572  9676 net.cpp:84] Creating Layer res4c
I0228 11:22:52.718578  9676 net.cpp:406] res4c <- res4b_res4b_relu_0_split_1
I0228 11:22:52.718585  9676 net.cpp:406] res4c <- res4c_branch2c
I0228 11:22:52.718591  9676 net.cpp:380] res4c -> res4c
I0228 11:22:52.718627  9676 net.cpp:122] Setting up res4c
I0228 11:22:52.718636  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.718644  9676 net.cpp:137] Memory required for data: 1586364416
I0228 11:22:52.718649  9676 layer_factory.hpp:77] Creating layer res4c_relu
I0228 11:22:52.718658  9676 net.cpp:84] Creating Layer res4c_relu
I0228 11:22:52.718663  9676 net.cpp:406] res4c_relu <- res4c
I0228 11:22:52.718670  9676 net.cpp:367] res4c_relu -> res4c (in-place)
I0228 11:22:52.718931  9676 net.cpp:122] Setting up res4c_relu
I0228 11:22:52.718943  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.718948  9676 net.cpp:137] Memory required for data: 1592786944
I0228 11:22:52.718955  9676 layer_factory.hpp:77] Creating layer res4c_res4c_relu_0_split
I0228 11:22:52.718962  9676 net.cpp:84] Creating Layer res4c_res4c_relu_0_split
I0228 11:22:52.718968  9676 net.cpp:406] res4c_res4c_relu_0_split <- res4c
I0228 11:22:52.718977  9676 net.cpp:380] res4c_res4c_relu_0_split -> res4c_res4c_relu_0_split_0
I0228 11:22:52.718986  9676 net.cpp:380] res4c_res4c_relu_0_split -> res4c_res4c_relu_0_split_1
I0228 11:22:52.719041  9676 net.cpp:122] Setting up res4c_res4c_relu_0_split
I0228 11:22:52.719050  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.719058  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.719061  9676 net.cpp:137] Memory required for data: 1605632000
I0228 11:22:52.719066  9676 layer_factory.hpp:77] Creating layer res4d_branch2a
I0228 11:22:52.719080  9676 net.cpp:84] Creating Layer res4d_branch2a
I0228 11:22:52.719085  9676 net.cpp:406] res4d_branch2a <- res4c_res4c_relu_0_split_0
I0228 11:22:52.719094  9676 net.cpp:380] res4d_branch2a -> res4d_branch2a
I0228 11:22:52.721189  9676 net.cpp:122] Setting up res4d_branch2a
I0228 11:22:52.721210  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.721215  9676 net.cpp:137] Memory required for data: 1607237632
I0228 11:22:52.721225  9676 layer_factory.hpp:77] Creating layer bn4d_branch2a
I0228 11:22:52.721235  9676 net.cpp:84] Creating Layer bn4d_branch2a
I0228 11:22:52.721241  9676 net.cpp:406] bn4d_branch2a <- res4d_branch2a
I0228 11:22:52.721249  9676 net.cpp:367] bn4d_branch2a -> res4d_branch2a (in-place)
I0228 11:22:52.721520  9676 net.cpp:122] Setting up bn4d_branch2a
I0228 11:22:52.721530  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.721535  9676 net.cpp:137] Memory required for data: 1608843264
I0228 11:22:52.721546  9676 layer_factory.hpp:77] Creating layer scale4d_branch2a
I0228 11:22:52.721555  9676 net.cpp:84] Creating Layer scale4d_branch2a
I0228 11:22:52.721560  9676 net.cpp:406] scale4d_branch2a <- res4d_branch2a
I0228 11:22:52.721568  9676 net.cpp:367] scale4d_branch2a -> res4d_branch2a (in-place)
I0228 11:22:52.721626  9676 layer_factory.hpp:77] Creating layer scale4d_branch2a
I0228 11:22:52.721774  9676 net.cpp:122] Setting up scale4d_branch2a
I0228 11:22:52.721786  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.721791  9676 net.cpp:137] Memory required for data: 1610448896
I0228 11:22:52.721801  9676 layer_factory.hpp:77] Creating layer res4d_branch2a_relu
I0228 11:22:52.721808  9676 net.cpp:84] Creating Layer res4d_branch2a_relu
I0228 11:22:52.721813  9676 net.cpp:406] res4d_branch2a_relu <- res4d_branch2a
I0228 11:22:52.721820  9676 net.cpp:367] res4d_branch2a_relu -> res4d_branch2a (in-place)
I0228 11:22:52.722084  9676 net.cpp:122] Setting up res4d_branch2a_relu
I0228 11:22:52.722096  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.722100  9676 net.cpp:137] Memory required for data: 1612054528
I0228 11:22:52.722112  9676 layer_factory.hpp:77] Creating layer res4d_branch2b
I0228 11:22:52.722126  9676 net.cpp:84] Creating Layer res4d_branch2b
I0228 11:22:52.722131  9676 net.cpp:406] res4d_branch2b <- res4d_branch2a
I0228 11:22:52.722141  9676 net.cpp:380] res4d_branch2b -> res4d_branch2b
I0228 11:22:52.725705  9676 net.cpp:122] Setting up res4d_branch2b
I0228 11:22:52.725724  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.725730  9676 net.cpp:137] Memory required for data: 1613660160
I0228 11:22:52.725739  9676 layer_factory.hpp:77] Creating layer bn4d_branch2b
I0228 11:22:52.725755  9676 net.cpp:84] Creating Layer bn4d_branch2b
I0228 11:22:52.725762  9676 net.cpp:406] bn4d_branch2b <- res4d_branch2b
I0228 11:22:52.725772  9676 net.cpp:367] bn4d_branch2b -> res4d_branch2b (in-place)
I0228 11:22:52.726052  9676 net.cpp:122] Setting up bn4d_branch2b
I0228 11:22:52.726063  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.726068  9676 net.cpp:137] Memory required for data: 1615265792
I0228 11:22:52.726079  9676 layer_factory.hpp:77] Creating layer scale4d_branch2b
I0228 11:22:52.726090  9676 net.cpp:84] Creating Layer scale4d_branch2b
I0228 11:22:52.726096  9676 net.cpp:406] scale4d_branch2b <- res4d_branch2b
I0228 11:22:52.726104  9676 net.cpp:367] scale4d_branch2b -> res4d_branch2b (in-place)
I0228 11:22:52.726171  9676 layer_factory.hpp:77] Creating layer scale4d_branch2b
I0228 11:22:52.726325  9676 net.cpp:122] Setting up scale4d_branch2b
I0228 11:22:52.726336  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.726341  9676 net.cpp:137] Memory required for data: 1616871424
I0228 11:22:52.726351  9676 layer_factory.hpp:77] Creating layer res4d_branch2b_relu
I0228 11:22:52.726359  9676 net.cpp:84] Creating Layer res4d_branch2b_relu
I0228 11:22:52.726366  9676 net.cpp:406] res4d_branch2b_relu <- res4d_branch2b
I0228 11:22:52.726372  9676 net.cpp:367] res4d_branch2b_relu -> res4d_branch2b (in-place)
I0228 11:22:52.727072  9676 net.cpp:122] Setting up res4d_branch2b_relu
I0228 11:22:52.727089  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.727095  9676 net.cpp:137] Memory required for data: 1618477056
I0228 11:22:52.727102  9676 layer_factory.hpp:77] Creating layer res4d_branch2c
I0228 11:22:52.727114  9676 net.cpp:84] Creating Layer res4d_branch2c
I0228 11:22:52.727120  9676 net.cpp:406] res4d_branch2c <- res4d_branch2b
I0228 11:22:52.727131  9676 net.cpp:380] res4d_branch2c -> res4d_branch2c
I0228 11:22:52.729573  9676 net.cpp:122] Setting up res4d_branch2c
I0228 11:22:52.729593  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.729599  9676 net.cpp:137] Memory required for data: 1624899584
I0228 11:22:52.729609  9676 layer_factory.hpp:77] Creating layer bn4d_branch2c
I0228 11:22:52.729619  9676 net.cpp:84] Creating Layer bn4d_branch2c
I0228 11:22:52.729625  9676 net.cpp:406] bn4d_branch2c <- res4d_branch2c
I0228 11:22:52.729635  9676 net.cpp:367] bn4d_branch2c -> res4d_branch2c (in-place)
I0228 11:22:52.729938  9676 net.cpp:122] Setting up bn4d_branch2c
I0228 11:22:52.729948  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.729954  9676 net.cpp:137] Memory required for data: 1631322112
I0228 11:22:52.729964  9676 layer_factory.hpp:77] Creating layer scale4d_branch2c
I0228 11:22:52.729975  9676 net.cpp:84] Creating Layer scale4d_branch2c
I0228 11:22:52.729980  9676 net.cpp:406] scale4d_branch2c <- res4d_branch2c
I0228 11:22:52.729987  9676 net.cpp:367] scale4d_branch2c -> res4d_branch2c (in-place)
I0228 11:22:52.730051  9676 layer_factory.hpp:77] Creating layer scale4d_branch2c
I0228 11:22:52.730235  9676 net.cpp:122] Setting up scale4d_branch2c
I0228 11:22:52.730247  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.730250  9676 net.cpp:137] Memory required for data: 1637744640
I0228 11:22:52.730260  9676 layer_factory.hpp:77] Creating layer res4d
I0228 11:22:52.730271  9676 net.cpp:84] Creating Layer res4d
I0228 11:22:52.730276  9676 net.cpp:406] res4d <- res4c_res4c_relu_0_split_1
I0228 11:22:52.730283  9676 net.cpp:406] res4d <- res4d_branch2c
I0228 11:22:52.730290  9676 net.cpp:380] res4d -> res4d
I0228 11:22:52.730324  9676 net.cpp:122] Setting up res4d
I0228 11:22:52.730334  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.730339  9676 net.cpp:137] Memory required for data: 1644167168
I0228 11:22:52.730343  9676 layer_factory.hpp:77] Creating layer res4d_relu
I0228 11:22:52.730350  9676 net.cpp:84] Creating Layer res4d_relu
I0228 11:22:52.730355  9676 net.cpp:406] res4d_relu <- res4d
I0228 11:22:52.730368  9676 net.cpp:367] res4d_relu -> res4d (in-place)
I0228 11:22:52.731066  9676 net.cpp:122] Setting up res4d_relu
I0228 11:22:52.731084  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.731089  9676 net.cpp:137] Memory required for data: 1650589696
I0228 11:22:52.731096  9676 layer_factory.hpp:77] Creating layer res4d_res4d_relu_0_split
I0228 11:22:52.731104  9676 net.cpp:84] Creating Layer res4d_res4d_relu_0_split
I0228 11:22:52.731111  9676 net.cpp:406] res4d_res4d_relu_0_split <- res4d
I0228 11:22:52.731120  9676 net.cpp:380] res4d_res4d_relu_0_split -> res4d_res4d_relu_0_split_0
I0228 11:22:52.731130  9676 net.cpp:380] res4d_res4d_relu_0_split -> res4d_res4d_relu_0_split_1
I0228 11:22:52.731189  9676 net.cpp:122] Setting up res4d_res4d_relu_0_split
I0228 11:22:52.731199  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.731205  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.731209  9676 net.cpp:137] Memory required for data: 1663434752
I0228 11:22:52.731215  9676 layer_factory.hpp:77] Creating layer res4e_branch2a
I0228 11:22:52.731230  9676 net.cpp:84] Creating Layer res4e_branch2a
I0228 11:22:52.731235  9676 net.cpp:406] res4e_branch2a <- res4d_res4d_relu_0_split_0
I0228 11:22:52.731242  9676 net.cpp:380] res4e_branch2a -> res4e_branch2a
I0228 11:22:52.732949  9676 net.cpp:122] Setting up res4e_branch2a
I0228 11:22:52.732969  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.732975  9676 net.cpp:137] Memory required for data: 1665040384
I0228 11:22:52.732983  9676 layer_factory.hpp:77] Creating layer bn4e_branch2a
I0228 11:22:52.732993  9676 net.cpp:84] Creating Layer bn4e_branch2a
I0228 11:22:52.733000  9676 net.cpp:406] bn4e_branch2a <- res4e_branch2a
I0228 11:22:52.733009  9676 net.cpp:367] bn4e_branch2a -> res4e_branch2a (in-place)
I0228 11:22:52.733283  9676 net.cpp:122] Setting up bn4e_branch2a
I0228 11:22:52.733291  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.733297  9676 net.cpp:137] Memory required for data: 1666646016
I0228 11:22:52.733309  9676 layer_factory.hpp:77] Creating layer scale4e_branch2a
I0228 11:22:52.733319  9676 net.cpp:84] Creating Layer scale4e_branch2a
I0228 11:22:52.733325  9676 net.cpp:406] scale4e_branch2a <- res4e_branch2a
I0228 11:22:52.733332  9676 net.cpp:367] scale4e_branch2a -> res4e_branch2a (in-place)
I0228 11:22:52.733387  9676 layer_factory.hpp:77] Creating layer scale4e_branch2a
I0228 11:22:52.733541  9676 net.cpp:122] Setting up scale4e_branch2a
I0228 11:22:52.733551  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.733556  9676 net.cpp:137] Memory required for data: 1668251648
I0228 11:22:52.733566  9676 layer_factory.hpp:77] Creating layer res4e_branch2a_relu
I0228 11:22:52.733574  9676 net.cpp:84] Creating Layer res4e_branch2a_relu
I0228 11:22:52.733580  9676 net.cpp:406] res4e_branch2a_relu <- res4e_branch2a
I0228 11:22:52.733587  9676 net.cpp:367] res4e_branch2a_relu -> res4e_branch2a (in-place)
I0228 11:22:52.733852  9676 net.cpp:122] Setting up res4e_branch2a_relu
I0228 11:22:52.733865  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.733870  9676 net.cpp:137] Memory required for data: 1669857280
I0228 11:22:52.733875  9676 layer_factory.hpp:77] Creating layer res4e_branch2b
I0228 11:22:52.733887  9676 net.cpp:84] Creating Layer res4e_branch2b
I0228 11:22:52.733893  9676 net.cpp:406] res4e_branch2b <- res4e_branch2a
I0228 11:22:52.733902  9676 net.cpp:380] res4e_branch2b -> res4e_branch2b
I0228 11:22:52.737520  9676 net.cpp:122] Setting up res4e_branch2b
I0228 11:22:52.737541  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.737547  9676 net.cpp:137] Memory required for data: 1671462912
I0228 11:22:52.737557  9676 layer_factory.hpp:77] Creating layer bn4e_branch2b
I0228 11:22:52.737570  9676 net.cpp:84] Creating Layer bn4e_branch2b
I0228 11:22:52.737576  9676 net.cpp:406] bn4e_branch2b <- res4e_branch2b
I0228 11:22:52.737583  9676 net.cpp:367] bn4e_branch2b -> res4e_branch2b (in-place)
I0228 11:22:52.737862  9676 net.cpp:122] Setting up bn4e_branch2b
I0228 11:22:52.737877  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.737882  9676 net.cpp:137] Memory required for data: 1673068544
I0228 11:22:52.737896  9676 layer_factory.hpp:77] Creating layer scale4e_branch2b
I0228 11:22:52.737905  9676 net.cpp:84] Creating Layer scale4e_branch2b
I0228 11:22:52.737911  9676 net.cpp:406] scale4e_branch2b <- res4e_branch2b
I0228 11:22:52.737918  9676 net.cpp:367] scale4e_branch2b -> res4e_branch2b (in-place)
I0228 11:22:52.737977  9676 layer_factory.hpp:77] Creating layer scale4e_branch2b
I0228 11:22:52.738137  9676 net.cpp:122] Setting up scale4e_branch2b
I0228 11:22:52.738147  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.738152  9676 net.cpp:137] Memory required for data: 1674674176
I0228 11:22:52.738162  9676 layer_factory.hpp:77] Creating layer res4e_branch2b_relu
I0228 11:22:52.738170  9676 net.cpp:84] Creating Layer res4e_branch2b_relu
I0228 11:22:52.738176  9676 net.cpp:406] res4e_branch2b_relu <- res4e_branch2b
I0228 11:22:52.738183  9676 net.cpp:367] res4e_branch2b_relu -> res4e_branch2b (in-place)
I0228 11:22:52.738464  9676 net.cpp:122] Setting up res4e_branch2b_relu
I0228 11:22:52.738476  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.738482  9676 net.cpp:137] Memory required for data: 1676279808
I0228 11:22:52.738487  9676 layer_factory.hpp:77] Creating layer res4e_branch2c
I0228 11:22:52.738499  9676 net.cpp:84] Creating Layer res4e_branch2c
I0228 11:22:52.738505  9676 net.cpp:406] res4e_branch2c <- res4e_branch2b
I0228 11:22:52.738515  9676 net.cpp:380] res4e_branch2c -> res4e_branch2c
I0228 11:22:52.741389  9676 net.cpp:122] Setting up res4e_branch2c
I0228 11:22:52.741408  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.741415  9676 net.cpp:137] Memory required for data: 1682702336
I0228 11:22:52.741425  9676 layer_factory.hpp:77] Creating layer bn4e_branch2c
I0228 11:22:52.741436  9676 net.cpp:84] Creating Layer bn4e_branch2c
I0228 11:22:52.741442  9676 net.cpp:406] bn4e_branch2c <- res4e_branch2c
I0228 11:22:52.741451  9676 net.cpp:367] bn4e_branch2c -> res4e_branch2c (in-place)
I0228 11:22:52.741760  9676 net.cpp:122] Setting up bn4e_branch2c
I0228 11:22:52.741770  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.741775  9676 net.cpp:137] Memory required for data: 1689124864
I0228 11:22:52.741788  9676 layer_factory.hpp:77] Creating layer scale4e_branch2c
I0228 11:22:52.741798  9676 net.cpp:84] Creating Layer scale4e_branch2c
I0228 11:22:52.741803  9676 net.cpp:406] scale4e_branch2c <- res4e_branch2c
I0228 11:22:52.741811  9676 net.cpp:367] scale4e_branch2c -> res4e_branch2c (in-place)
I0228 11:22:52.741878  9676 layer_factory.hpp:77] Creating layer scale4e_branch2c
I0228 11:22:52.742053  9676 net.cpp:122] Setting up scale4e_branch2c
I0228 11:22:52.742063  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.742067  9676 net.cpp:137] Memory required for data: 1695547392
I0228 11:22:52.742077  9676 layer_factory.hpp:77] Creating layer res4e
I0228 11:22:52.742087  9676 net.cpp:84] Creating Layer res4e
I0228 11:22:52.742094  9676 net.cpp:406] res4e <- res4d_res4d_relu_0_split_1
I0228 11:22:52.742100  9676 net.cpp:406] res4e <- res4e_branch2c
I0228 11:22:52.742113  9676 net.cpp:380] res4e -> res4e
I0228 11:22:52.742161  9676 net.cpp:122] Setting up res4e
I0228 11:22:52.742169  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.742174  9676 net.cpp:137] Memory required for data: 1701969920
I0228 11:22:52.742179  9676 layer_factory.hpp:77] Creating layer res4e_relu
I0228 11:22:52.742187  9676 net.cpp:84] Creating Layer res4e_relu
I0228 11:22:52.742192  9676 net.cpp:406] res4e_relu <- res4e
I0228 11:22:52.742198  9676 net.cpp:367] res4e_relu -> res4e (in-place)
I0228 11:22:52.742465  9676 net.cpp:122] Setting up res4e_relu
I0228 11:22:52.742480  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.742485  9676 net.cpp:137] Memory required for data: 1708392448
I0228 11:22:52.742491  9676 layer_factory.hpp:77] Creating layer res4e_res4e_relu_0_split
I0228 11:22:52.742501  9676 net.cpp:84] Creating Layer res4e_res4e_relu_0_split
I0228 11:22:52.742507  9676 net.cpp:406] res4e_res4e_relu_0_split <- res4e
I0228 11:22:52.742517  9676 net.cpp:380] res4e_res4e_relu_0_split -> res4e_res4e_relu_0_split_0
I0228 11:22:52.742527  9676 net.cpp:380] res4e_res4e_relu_0_split -> res4e_res4e_relu_0_split_1
I0228 11:22:52.742583  9676 net.cpp:122] Setting up res4e_res4e_relu_0_split
I0228 11:22:52.742591  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.742599  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.742604  9676 net.cpp:137] Memory required for data: 1721237504
I0228 11:22:52.742609  9676 layer_factory.hpp:77] Creating layer res4f_branch2a
I0228 11:22:52.742621  9676 net.cpp:84] Creating Layer res4f_branch2a
I0228 11:22:52.742627  9676 net.cpp:406] res4f_branch2a <- res4e_res4e_relu_0_split_0
I0228 11:22:52.742635  9676 net.cpp:380] res4f_branch2a -> res4f_branch2a
I0228 11:22:52.744446  9676 net.cpp:122] Setting up res4f_branch2a
I0228 11:22:52.744467  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.744472  9676 net.cpp:137] Memory required for data: 1722843136
I0228 11:22:52.744482  9676 layer_factory.hpp:77] Creating layer bn4f_branch2a
I0228 11:22:52.744491  9676 net.cpp:84] Creating Layer bn4f_branch2a
I0228 11:22:52.744498  9676 net.cpp:406] bn4f_branch2a <- res4f_branch2a
I0228 11:22:52.744508  9676 net.cpp:367] bn4f_branch2a -> res4f_branch2a (in-place)
I0228 11:22:52.744786  9676 net.cpp:122] Setting up bn4f_branch2a
I0228 11:22:52.744796  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.744801  9676 net.cpp:137] Memory required for data: 1724448768
I0228 11:22:52.744812  9676 layer_factory.hpp:77] Creating layer scale4f_branch2a
I0228 11:22:52.744820  9676 net.cpp:84] Creating Layer scale4f_branch2a
I0228 11:22:52.744825  9676 net.cpp:406] scale4f_branch2a <- res4f_branch2a
I0228 11:22:52.744835  9676 net.cpp:367] scale4f_branch2a -> res4f_branch2a (in-place)
I0228 11:22:52.744891  9676 layer_factory.hpp:77] Creating layer scale4f_branch2a
I0228 11:22:52.745049  9676 net.cpp:122] Setting up scale4f_branch2a
I0228 11:22:52.745059  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.745064  9676 net.cpp:137] Memory required for data: 1726054400
I0228 11:22:52.745074  9676 layer_factory.hpp:77] Creating layer res4f_branch2a_relu
I0228 11:22:52.745082  9676 net.cpp:84] Creating Layer res4f_branch2a_relu
I0228 11:22:52.745087  9676 net.cpp:406] res4f_branch2a_relu <- res4f_branch2a
I0228 11:22:52.745096  9676 net.cpp:367] res4f_branch2a_relu -> res4f_branch2a (in-place)
I0228 11:22:52.745357  9676 net.cpp:122] Setting up res4f_branch2a_relu
I0228 11:22:52.745368  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.745373  9676 net.cpp:137] Memory required for data: 1727660032
I0228 11:22:52.745378  9676 layer_factory.hpp:77] Creating layer res4f_branch2b
I0228 11:22:52.745390  9676 net.cpp:84] Creating Layer res4f_branch2b
I0228 11:22:52.745395  9676 net.cpp:406] res4f_branch2b <- res4f_branch2a
I0228 11:22:52.745404  9676 net.cpp:380] res4f_branch2b -> res4f_branch2b
I0228 11:22:52.749143  9676 net.cpp:122] Setting up res4f_branch2b
I0228 11:22:52.749162  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.749168  9676 net.cpp:137] Memory required for data: 1729265664
I0228 11:22:52.749178  9676 layer_factory.hpp:77] Creating layer bn4f_branch2b
I0228 11:22:52.749191  9676 net.cpp:84] Creating Layer bn4f_branch2b
I0228 11:22:52.749198  9676 net.cpp:406] bn4f_branch2b <- res4f_branch2b
I0228 11:22:52.749207  9676 net.cpp:367] bn4f_branch2b -> res4f_branch2b (in-place)
I0228 11:22:52.749487  9676 net.cpp:122] Setting up bn4f_branch2b
I0228 11:22:52.749498  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.749503  9676 net.cpp:137] Memory required for data: 1730871296
I0228 11:22:52.749516  9676 layer_factory.hpp:77] Creating layer scale4f_branch2b
I0228 11:22:52.749526  9676 net.cpp:84] Creating Layer scale4f_branch2b
I0228 11:22:52.749531  9676 net.cpp:406] scale4f_branch2b <- res4f_branch2b
I0228 11:22:52.749541  9676 net.cpp:367] scale4f_branch2b -> res4f_branch2b (in-place)
I0228 11:22:52.749601  9676 layer_factory.hpp:77] Creating layer scale4f_branch2b
I0228 11:22:52.749753  9676 net.cpp:122] Setting up scale4f_branch2b
I0228 11:22:52.749763  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.749768  9676 net.cpp:137] Memory required for data: 1732476928
I0228 11:22:52.749778  9676 layer_factory.hpp:77] Creating layer res4f_branch2b_relu
I0228 11:22:52.749788  9676 net.cpp:84] Creating Layer res4f_branch2b_relu
I0228 11:22:52.749794  9676 net.cpp:406] res4f_branch2b_relu <- res4f_branch2b
I0228 11:22:52.749799  9676 net.cpp:367] res4f_branch2b_relu -> res4f_branch2b (in-place)
I0228 11:22:52.750533  9676 net.cpp:122] Setting up res4f_branch2b_relu
I0228 11:22:52.750551  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.750557  9676 net.cpp:137] Memory required for data: 1734082560
I0228 11:22:52.750563  9676 layer_factory.hpp:77] Creating layer res4f_branch2c
I0228 11:22:52.750576  9676 net.cpp:84] Creating Layer res4f_branch2c
I0228 11:22:52.750582  9676 net.cpp:406] res4f_branch2c <- res4f_branch2b
I0228 11:22:52.750591  9676 net.cpp:380] res4f_branch2c -> res4f_branch2c
I0228 11:22:52.753129  9676 net.cpp:122] Setting up res4f_branch2c
I0228 11:22:52.753147  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.753154  9676 net.cpp:137] Memory required for data: 1740505088
I0228 11:22:52.753163  9676 layer_factory.hpp:77] Creating layer bn4f_branch2c
I0228 11:22:52.753175  9676 net.cpp:84] Creating Layer bn4f_branch2c
I0228 11:22:52.753181  9676 net.cpp:406] bn4f_branch2c <- res4f_branch2c
I0228 11:22:52.753190  9676 net.cpp:367] bn4f_branch2c -> res4f_branch2c (in-place)
I0228 11:22:52.753504  9676 net.cpp:122] Setting up bn4f_branch2c
I0228 11:22:52.753513  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.753518  9676 net.cpp:137] Memory required for data: 1746927616
I0228 11:22:52.753592  9676 layer_factory.hpp:77] Creating layer scale4f_branch2c
I0228 11:22:52.753602  9676 net.cpp:84] Creating Layer scale4f_branch2c
I0228 11:22:52.753608  9676 net.cpp:406] scale4f_branch2c <- res4f_branch2c
I0228 11:22:52.753615  9676 net.cpp:367] scale4f_branch2c -> res4f_branch2c (in-place)
I0228 11:22:52.753685  9676 layer_factory.hpp:77] Creating layer scale4f_branch2c
I0228 11:22:52.753867  9676 net.cpp:122] Setting up scale4f_branch2c
I0228 11:22:52.753877  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.753882  9676 net.cpp:137] Memory required for data: 1753350144
I0228 11:22:52.753891  9676 layer_factory.hpp:77] Creating layer res4f
I0228 11:22:52.753901  9676 net.cpp:84] Creating Layer res4f
I0228 11:22:52.753906  9676 net.cpp:406] res4f <- res4e_res4e_relu_0_split_1
I0228 11:22:52.753912  9676 net.cpp:406] res4f <- res4f_branch2c
I0228 11:22:52.753921  9676 net.cpp:380] res4f -> res4f
I0228 11:22:52.753954  9676 net.cpp:122] Setting up res4f
I0228 11:22:52.753965  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.753970  9676 net.cpp:137] Memory required for data: 1759772672
I0228 11:22:52.753975  9676 layer_factory.hpp:77] Creating layer res4f_relu
I0228 11:22:52.753983  9676 net.cpp:84] Creating Layer res4f_relu
I0228 11:22:52.753988  9676 net.cpp:406] res4f_relu <- res4f
I0228 11:22:52.753994  9676 net.cpp:367] res4f_relu -> res4f (in-place)
I0228 11:22:52.754726  9676 net.cpp:122] Setting up res4f_relu
I0228 11:22:52.754745  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.754751  9676 net.cpp:137] Memory required for data: 1766195200
I0228 11:22:52.754757  9676 layer_factory.hpp:77] Creating layer res4f_res4f_relu_0_split
I0228 11:22:52.754765  9676 net.cpp:84] Creating Layer res4f_res4f_relu_0_split
I0228 11:22:52.754772  9676 net.cpp:406] res4f_res4f_relu_0_split <- res4f
I0228 11:22:52.754782  9676 net.cpp:380] res4f_res4f_relu_0_split -> res4f_res4f_relu_0_split_0
I0228 11:22:52.754792  9676 net.cpp:380] res4f_res4f_relu_0_split -> res4f_res4f_relu_0_split_1
I0228 11:22:52.754854  9676 net.cpp:122] Setting up res4f_res4f_relu_0_split
I0228 11:22:52.754868  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.754874  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.754879  9676 net.cpp:137] Memory required for data: 1779040256
I0228 11:22:52.754884  9676 layer_factory.hpp:77] Creating layer res5a_branch1
I0228 11:22:52.754894  9676 net.cpp:84] Creating Layer res5a_branch1
I0228 11:22:52.754900  9676 net.cpp:406] res5a_branch1 <- res4f_res4f_relu_0_split_0
I0228 11:22:52.754909  9676 net.cpp:380] res5a_branch1 -> res5a_branch1
I0228 11:22:52.761126  9676 net.cpp:122] Setting up res5a_branch1
I0228 11:22:52.761152  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.761158  9676 net.cpp:137] Memory required for data: 1782251520
I0228 11:22:52.761168  9676 layer_factory.hpp:77] Creating layer bn5a_branch1
I0228 11:22:52.761178  9676 net.cpp:84] Creating Layer bn5a_branch1
I0228 11:22:52.761183  9676 net.cpp:406] bn5a_branch1 <- res5a_branch1
I0228 11:22:52.761193  9676 net.cpp:367] bn5a_branch1 -> res5a_branch1 (in-place)
I0228 11:22:52.761534  9676 net.cpp:122] Setting up bn5a_branch1
I0228 11:22:52.761545  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.761551  9676 net.cpp:137] Memory required for data: 1785462784
I0228 11:22:52.761562  9676 layer_factory.hpp:77] Creating layer scale5a_branch1
I0228 11:22:52.761574  9676 net.cpp:84] Creating Layer scale5a_branch1
I0228 11:22:52.761579  9676 net.cpp:406] scale5a_branch1 <- res5a_branch1
I0228 11:22:52.761586  9676 net.cpp:367] scale5a_branch1 -> res5a_branch1 (in-place)
I0228 11:22:52.761656  9676 layer_factory.hpp:77] Creating layer scale5a_branch1
I0228 11:22:52.761838  9676 net.cpp:122] Setting up scale5a_branch1
I0228 11:22:52.761848  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.761853  9676 net.cpp:137] Memory required for data: 1788674048
I0228 11:22:52.761863  9676 layer_factory.hpp:77] Creating layer res5a_branch2a
I0228 11:22:52.761875  9676 net.cpp:84] Creating Layer res5a_branch2a
I0228 11:22:52.761881  9676 net.cpp:406] res5a_branch2a <- res4f_res4f_relu_0_split_1
I0228 11:22:52.761891  9676 net.cpp:380] res5a_branch2a -> res5a_branch2a
I0228 11:22:52.764536  9676 net.cpp:122] Setting up res5a_branch2a
I0228 11:22:52.764555  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.764561  9676 net.cpp:137] Memory required for data: 1789476864
I0228 11:22:52.764570  9676 layer_factory.hpp:77] Creating layer bn5a_branch2a
I0228 11:22:52.764582  9676 net.cpp:84] Creating Layer bn5a_branch2a
I0228 11:22:52.764588  9676 net.cpp:406] bn5a_branch2a <- res5a_branch2a
I0228 11:22:52.764596  9676 net.cpp:367] bn5a_branch2a -> res5a_branch2a (in-place)
I0228 11:22:52.764907  9676 net.cpp:122] Setting up bn5a_branch2a
I0228 11:22:52.764917  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.764922  9676 net.cpp:137] Memory required for data: 1790279680
I0228 11:22:52.764933  9676 layer_factory.hpp:77] Creating layer scale5a_branch2a
I0228 11:22:52.764945  9676 net.cpp:84] Creating Layer scale5a_branch2a
I0228 11:22:52.764950  9676 net.cpp:406] scale5a_branch2a <- res5a_branch2a
I0228 11:22:52.764957  9676 net.cpp:367] scale5a_branch2a -> res5a_branch2a (in-place)
I0228 11:22:52.765022  9676 layer_factory.hpp:77] Creating layer scale5a_branch2a
I0228 11:22:52.765202  9676 net.cpp:122] Setting up scale5a_branch2a
I0228 11:22:52.765211  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.765216  9676 net.cpp:137] Memory required for data: 1791082496
I0228 11:22:52.765226  9676 layer_factory.hpp:77] Creating layer res5a_branch2a_relu
I0228 11:22:52.765236  9676 net.cpp:84] Creating Layer res5a_branch2a_relu
I0228 11:22:52.765242  9676 net.cpp:406] res5a_branch2a_relu <- res5a_branch2a
I0228 11:22:52.765249  9676 net.cpp:367] res5a_branch2a_relu -> res5a_branch2a (in-place)
I0228 11:22:52.765959  9676 net.cpp:122] Setting up res5a_branch2a_relu
I0228 11:22:52.765977  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.765985  9676 net.cpp:137] Memory required for data: 1791885312
I0228 11:22:52.765991  9676 layer_factory.hpp:77] Creating layer res5a_branch2b
I0228 11:22:52.766005  9676 net.cpp:84] Creating Layer res5a_branch2b
I0228 11:22:52.766012  9676 net.cpp:406] res5a_branch2b <- res5a_branch2a
I0228 11:22:52.766022  9676 net.cpp:380] res5a_branch2b -> res5a_branch2b
I0228 11:22:52.772863  9676 net.cpp:122] Setting up res5a_branch2b
I0228 11:22:52.772888  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.772894  9676 net.cpp:137] Memory required for data: 1792688128
I0228 11:22:52.772904  9676 layer_factory.hpp:77] Creating layer bn5a_branch2b
I0228 11:22:52.772917  9676 net.cpp:84] Creating Layer bn5a_branch2b
I0228 11:22:52.772923  9676 net.cpp:406] bn5a_branch2b <- res5a_branch2b
I0228 11:22:52.772931  9676 net.cpp:367] bn5a_branch2b -> res5a_branch2b (in-place)
I0228 11:22:52.773249  9676 net.cpp:122] Setting up bn5a_branch2b
I0228 11:22:52.773259  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.773264  9676 net.cpp:137] Memory required for data: 1793490944
I0228 11:22:52.773278  9676 layer_factory.hpp:77] Creating layer scale5a_branch2b
I0228 11:22:52.773288  9676 net.cpp:84] Creating Layer scale5a_branch2b
I0228 11:22:52.773293  9676 net.cpp:406] scale5a_branch2b <- res5a_branch2b
I0228 11:22:52.773300  9676 net.cpp:367] scale5a_branch2b -> res5a_branch2b (in-place)
I0228 11:22:52.773370  9676 layer_factory.hpp:77] Creating layer scale5a_branch2b
I0228 11:22:52.773551  9676 net.cpp:122] Setting up scale5a_branch2b
I0228 11:22:52.773561  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.773566  9676 net.cpp:137] Memory required for data: 1794293760
I0228 11:22:52.773576  9676 layer_factory.hpp:77] Creating layer res5a_branch2b_relu
I0228 11:22:52.773586  9676 net.cpp:84] Creating Layer res5a_branch2b_relu
I0228 11:22:52.773591  9676 net.cpp:406] res5a_branch2b_relu <- res5a_branch2b
I0228 11:22:52.773597  9676 net.cpp:367] res5a_branch2b_relu -> res5a_branch2b (in-place)
I0228 11:22:52.773869  9676 net.cpp:122] Setting up res5a_branch2b_relu
I0228 11:22:52.773881  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.773886  9676 net.cpp:137] Memory required for data: 1795096576
I0228 11:22:52.773891  9676 layer_factory.hpp:77] Creating layer res5a_branch2c
I0228 11:22:52.773905  9676 net.cpp:84] Creating Layer res5a_branch2c
I0228 11:22:52.773910  9676 net.cpp:406] res5a_branch2c <- res5a_branch2b
I0228 11:22:52.773919  9676 net.cpp:380] res5a_branch2c -> res5a_branch2c
I0228 11:22:52.778065  9676 net.cpp:122] Setting up res5a_branch2c
I0228 11:22:52.778085  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.778090  9676 net.cpp:137] Memory required for data: 1798307840
I0228 11:22:52.778100  9676 layer_factory.hpp:77] Creating layer bn5a_branch2c
I0228 11:22:52.778121  9676 net.cpp:84] Creating Layer bn5a_branch2c
I0228 11:22:52.778129  9676 net.cpp:406] bn5a_branch2c <- res5a_branch2c
I0228 11:22:52.778138  9676 net.cpp:367] bn5a_branch2c -> res5a_branch2c (in-place)
I0228 11:22:52.778461  9676 net.cpp:122] Setting up bn5a_branch2c
I0228 11:22:52.778472  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.778478  9676 net.cpp:137] Memory required for data: 1801519104
I0228 11:22:52.778491  9676 layer_factory.hpp:77] Creating layer scale5a_branch2c
I0228 11:22:52.778503  9676 net.cpp:84] Creating Layer scale5a_branch2c
I0228 11:22:52.778508  9676 net.cpp:406] scale5a_branch2c <- res5a_branch2c
I0228 11:22:52.778517  9676 net.cpp:367] scale5a_branch2c -> res5a_branch2c (in-place)
I0228 11:22:52.778587  9676 layer_factory.hpp:77] Creating layer scale5a_branch2c
I0228 11:22:52.778771  9676 net.cpp:122] Setting up scale5a_branch2c
I0228 11:22:52.778781  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.778787  9676 net.cpp:137] Memory required for data: 1804730368
I0228 11:22:52.778797  9676 layer_factory.hpp:77] Creating layer res5a
I0228 11:22:52.778805  9676 net.cpp:84] Creating Layer res5a
I0228 11:22:52.778815  9676 net.cpp:406] res5a <- res5a_branch1
I0228 11:22:52.778822  9676 net.cpp:406] res5a <- res5a_branch2c
I0228 11:22:52.778831  9676 net.cpp:380] res5a -> res5a
I0228 11:22:52.778865  9676 net.cpp:122] Setting up res5a
I0228 11:22:52.778874  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.778879  9676 net.cpp:137] Memory required for data: 1807941632
I0228 11:22:52.778884  9676 layer_factory.hpp:77] Creating layer res5a_relu
I0228 11:22:52.778894  9676 net.cpp:84] Creating Layer res5a_relu
I0228 11:22:52.778899  9676 net.cpp:406] res5a_relu <- res5a
I0228 11:22:52.778906  9676 net.cpp:367] res5a_relu -> res5a (in-place)
I0228 11:22:52.779173  9676 net.cpp:122] Setting up res5a_relu
I0228 11:22:52.779186  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.779191  9676 net.cpp:137] Memory required for data: 1811152896
I0228 11:22:52.779196  9676 layer_factory.hpp:77] Creating layer res5a_res5a_relu_0_split
I0228 11:22:52.779206  9676 net.cpp:84] Creating Layer res5a_res5a_relu_0_split
I0228 11:22:52.779211  9676 net.cpp:406] res5a_res5a_relu_0_split <- res5a
I0228 11:22:52.779218  9676 net.cpp:380] res5a_res5a_relu_0_split -> res5a_res5a_relu_0_split_0
I0228 11:22:52.779228  9676 net.cpp:380] res5a_res5a_relu_0_split -> res5a_res5a_relu_0_split_1
I0228 11:22:52.779287  9676 net.cpp:122] Setting up res5a_res5a_relu_0_split
I0228 11:22:52.779295  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.779301  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.779306  9676 net.cpp:137] Memory required for data: 1817575424
I0228 11:22:52.779311  9676 layer_factory.hpp:77] Creating layer res5b_branch2a
I0228 11:22:52.779323  9676 net.cpp:84] Creating Layer res5b_branch2a
I0228 11:22:52.779328  9676 net.cpp:406] res5b_branch2a <- res5a_res5a_relu_0_split_0
I0228 11:22:52.779338  9676 net.cpp:380] res5b_branch2a -> res5b_branch2a
I0228 11:22:52.783488  9676 net.cpp:122] Setting up res5b_branch2a
I0228 11:22:52.783507  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.783512  9676 net.cpp:137] Memory required for data: 1818378240
I0228 11:22:52.783522  9676 layer_factory.hpp:77] Creating layer bn5b_branch2a
I0228 11:22:52.783535  9676 net.cpp:84] Creating Layer bn5b_branch2a
I0228 11:22:52.783540  9676 net.cpp:406] bn5b_branch2a <- res5b_branch2a
I0228 11:22:52.783550  9676 net.cpp:367] bn5b_branch2a -> res5b_branch2a (in-place)
I0228 11:22:52.783866  9676 net.cpp:122] Setting up bn5b_branch2a
I0228 11:22:52.783876  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.783880  9676 net.cpp:137] Memory required for data: 1819181056
I0228 11:22:52.783895  9676 layer_factory.hpp:77] Creating layer scale5b_branch2a
I0228 11:22:52.783905  9676 net.cpp:84] Creating Layer scale5b_branch2a
I0228 11:22:52.783910  9676 net.cpp:406] scale5b_branch2a <- res5b_branch2a
I0228 11:22:52.783917  9676 net.cpp:367] scale5b_branch2a -> res5b_branch2a (in-place)
I0228 11:22:52.783987  9676 layer_factory.hpp:77] Creating layer scale5b_branch2a
I0228 11:22:52.784173  9676 net.cpp:122] Setting up scale5b_branch2a
I0228 11:22:52.784183  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.784188  9676 net.cpp:137] Memory required for data: 1819983872
I0228 11:22:52.784198  9676 layer_factory.hpp:77] Creating layer res5b_branch2a_relu
I0228 11:22:52.784209  9676 net.cpp:84] Creating Layer res5b_branch2a_relu
I0228 11:22:52.784214  9676 net.cpp:406] res5b_branch2a_relu <- res5b_branch2a
I0228 11:22:52.784220  9676 net.cpp:367] res5b_branch2a_relu -> res5b_branch2a (in-place)
I0228 11:22:52.784490  9676 net.cpp:122] Setting up res5b_branch2a_relu
I0228 11:22:52.784502  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.784507  9676 net.cpp:137] Memory required for data: 1820786688
I0228 11:22:52.784512  9676 layer_factory.hpp:77] Creating layer res5b_branch2b
I0228 11:22:52.784524  9676 net.cpp:84] Creating Layer res5b_branch2b
I0228 11:22:52.784530  9676 net.cpp:406] res5b_branch2b <- res5b_branch2a
I0228 11:22:52.784539  9676 net.cpp:380] res5b_branch2b -> res5b_branch2b
I0228 11:22:52.791805  9676 net.cpp:122] Setting up res5b_branch2b
I0228 11:22:52.791828  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.791836  9676 net.cpp:137] Memory required for data: 1821589504
I0228 11:22:52.791846  9676 layer_factory.hpp:77] Creating layer bn5b_branch2b
I0228 11:22:52.791857  9676 net.cpp:84] Creating Layer bn5b_branch2b
I0228 11:22:52.791864  9676 net.cpp:406] bn5b_branch2b <- res5b_branch2b
I0228 11:22:52.791872  9676 net.cpp:367] bn5b_branch2b -> res5b_branch2b (in-place)
I0228 11:22:52.792203  9676 net.cpp:122] Setting up bn5b_branch2b
I0228 11:22:52.792214  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.792219  9676 net.cpp:137] Memory required for data: 1822392320
I0228 11:22:52.792232  9676 layer_factory.hpp:77] Creating layer scale5b_branch2b
I0228 11:22:52.792243  9676 net.cpp:84] Creating Layer scale5b_branch2b
I0228 11:22:52.792248  9676 net.cpp:406] scale5b_branch2b <- res5b_branch2b
I0228 11:22:52.792255  9676 net.cpp:367] scale5b_branch2b -> res5b_branch2b (in-place)
I0228 11:22:52.792326  9676 layer_factory.hpp:77] Creating layer scale5b_branch2b
I0228 11:22:52.792511  9676 net.cpp:122] Setting up scale5b_branch2b
I0228 11:22:52.792522  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.792526  9676 net.cpp:137] Memory required for data: 1823195136
I0228 11:22:52.792537  9676 layer_factory.hpp:77] Creating layer res5b_branch2b_relu
I0228 11:22:52.792547  9676 net.cpp:84] Creating Layer res5b_branch2b_relu
I0228 11:22:52.792552  9676 net.cpp:406] res5b_branch2b_relu <- res5b_branch2b
I0228 11:22:52.792559  9676 net.cpp:367] res5b_branch2b_relu -> res5b_branch2b (in-place)
I0228 11:22:52.792841  9676 net.cpp:122] Setting up res5b_branch2b_relu
I0228 11:22:52.792853  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.792858  9676 net.cpp:137] Memory required for data: 1823997952
I0228 11:22:52.792863  9676 layer_factory.hpp:77] Creating layer res5b_branch2c
I0228 11:22:52.792876  9676 net.cpp:84] Creating Layer res5b_branch2c
I0228 11:22:52.792883  9676 net.cpp:406] res5b_branch2c <- res5b_branch2b
I0228 11:22:52.792892  9676 net.cpp:380] res5b_branch2c -> res5b_branch2c
I0228 11:22:52.797071  9676 net.cpp:122] Setting up res5b_branch2c
I0228 11:22:52.797092  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.797097  9676 net.cpp:137] Memory required for data: 1827209216
I0228 11:22:52.797107  9676 layer_factory.hpp:77] Creating layer bn5b_branch2c
I0228 11:22:52.797119  9676 net.cpp:84] Creating Layer bn5b_branch2c
I0228 11:22:52.797127  9676 net.cpp:406] bn5b_branch2c <- res5b_branch2c
I0228 11:22:52.797135  9676 net.cpp:367] bn5b_branch2c -> res5b_branch2c (in-place)
I0228 11:22:52.797464  9676 net.cpp:122] Setting up bn5b_branch2c
I0228 11:22:52.797475  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.797480  9676 net.cpp:137] Memory required for data: 1830420480
I0228 11:22:52.797493  9676 layer_factory.hpp:77] Creating layer scale5b_branch2c
I0228 11:22:52.797502  9676 net.cpp:84] Creating Layer scale5b_branch2c
I0228 11:22:52.797508  9676 net.cpp:406] scale5b_branch2c <- res5b_branch2c
I0228 11:22:52.797516  9676 net.cpp:367] scale5b_branch2c -> res5b_branch2c (in-place)
I0228 11:22:52.797585  9676 layer_factory.hpp:77] Creating layer scale5b_branch2c
I0228 11:22:52.797775  9676 net.cpp:122] Setting up scale5b_branch2c
I0228 11:22:52.797785  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.797789  9676 net.cpp:137] Memory required for data: 1833631744
I0228 11:22:52.797799  9676 layer_factory.hpp:77] Creating layer res5b
I0228 11:22:52.797808  9676 net.cpp:84] Creating Layer res5b
I0228 11:22:52.797814  9676 net.cpp:406] res5b <- res5a_res5a_relu_0_split_1
I0228 11:22:52.797821  9676 net.cpp:406] res5b <- res5b_branch2c
I0228 11:22:52.797829  9676 net.cpp:380] res5b -> res5b
I0228 11:22:52.797866  9676 net.cpp:122] Setting up res5b
I0228 11:22:52.797875  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.797880  9676 net.cpp:137] Memory required for data: 1836843008
I0228 11:22:52.797889  9676 layer_factory.hpp:77] Creating layer res5b_relu
I0228 11:22:52.797897  9676 net.cpp:84] Creating Layer res5b_relu
I0228 11:22:52.797904  9676 net.cpp:406] res5b_relu <- res5b
I0228 11:22:52.797909  9676 net.cpp:367] res5b_relu -> res5b (in-place)
I0228 11:22:52.798743  9676 net.cpp:122] Setting up res5b_relu
I0228 11:22:52.798763  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.798768  9676 net.cpp:137] Memory required for data: 1840054272
I0228 11:22:52.798774  9676 layer_factory.hpp:77] Creating layer res5b_res5b_relu_0_split
I0228 11:22:52.798782  9676 net.cpp:84] Creating Layer res5b_res5b_relu_0_split
I0228 11:22:52.798789  9676 net.cpp:406] res5b_res5b_relu_0_split <- res5b
I0228 11:22:52.798796  9676 net.cpp:380] res5b_res5b_relu_0_split -> res5b_res5b_relu_0_split_0
I0228 11:22:52.798810  9676 net.cpp:380] res5b_res5b_relu_0_split -> res5b_res5b_relu_0_split_1
I0228 11:22:52.798871  9676 net.cpp:122] Setting up res5b_res5b_relu_0_split
I0228 11:22:52.798879  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.798887  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.798892  9676 net.cpp:137] Memory required for data: 1846476800
I0228 11:22:52.798897  9676 layer_factory.hpp:77] Creating layer res5c_branch2a
I0228 11:22:52.798908  9676 net.cpp:84] Creating Layer res5c_branch2a
I0228 11:22:52.798914  9676 net.cpp:406] res5c_branch2a <- res5b_res5b_relu_0_split_0
I0228 11:22:52.798923  9676 net.cpp:380] res5c_branch2a -> res5c_branch2a
I0228 11:22:52.802620  9676 net.cpp:122] Setting up res5c_branch2a
I0228 11:22:52.802639  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.802645  9676 net.cpp:137] Memory required for data: 1847279616
I0228 11:22:52.802655  9676 layer_factory.hpp:77] Creating layer bn5c_branch2a
I0228 11:22:52.802666  9676 net.cpp:84] Creating Layer bn5c_branch2a
I0228 11:22:52.802672  9676 net.cpp:406] bn5c_branch2a <- res5c_branch2a
I0228 11:22:52.802682  9676 net.cpp:367] bn5c_branch2a -> res5c_branch2a (in-place)
I0228 11:22:52.803006  9676 net.cpp:122] Setting up bn5c_branch2a
I0228 11:22:52.803016  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.803021  9676 net.cpp:137] Memory required for data: 1848082432
I0228 11:22:52.803035  9676 layer_factory.hpp:77] Creating layer scale5c_branch2a
I0228 11:22:52.803045  9676 net.cpp:84] Creating Layer scale5c_branch2a
I0228 11:22:52.803050  9676 net.cpp:406] scale5c_branch2a <- res5c_branch2a
I0228 11:22:52.803057  9676 net.cpp:367] scale5c_branch2a -> res5c_branch2a (in-place)
I0228 11:22:52.803128  9676 layer_factory.hpp:77] Creating layer scale5c_branch2a
I0228 11:22:52.803319  9676 net.cpp:122] Setting up scale5c_branch2a
I0228 11:22:52.803328  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.803333  9676 net.cpp:137] Memory required for data: 1848885248
I0228 11:22:52.803344  9676 layer_factory.hpp:77] Creating layer res5c_branch2a_relu
I0228 11:22:52.803354  9676 net.cpp:84] Creating Layer res5c_branch2a_relu
I0228 11:22:52.803359  9676 net.cpp:406] res5c_branch2a_relu <- res5c_branch2a
I0228 11:22:52.803365  9676 net.cpp:367] res5c_branch2a_relu -> res5c_branch2a (in-place)
I0228 11:22:52.804168  9676 net.cpp:122] Setting up res5c_branch2a_relu
I0228 11:22:52.804186  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.804193  9676 net.cpp:137] Memory required for data: 1849688064
I0228 11:22:52.804198  9676 layer_factory.hpp:77] Creating layer res5c_branch2b
I0228 11:22:52.804210  9676 net.cpp:84] Creating Layer res5c_branch2b
I0228 11:22:52.804217  9676 net.cpp:406] res5c_branch2b <- res5c_branch2a
I0228 11:22:52.804227  9676 net.cpp:380] res5c_branch2b -> res5c_branch2b
I0228 11:22:52.811098  9676 net.cpp:122] Setting up res5c_branch2b
I0228 11:22:52.811125  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.811131  9676 net.cpp:137] Memory required for data: 1850490880
I0228 11:22:52.811141  9676 layer_factory.hpp:77] Creating layer bn5c_branch2b
I0228 11:22:52.811152  9676 net.cpp:84] Creating Layer bn5c_branch2b
I0228 11:22:52.811163  9676 net.cpp:406] bn5c_branch2b <- res5c_branch2b
I0228 11:22:52.811178  9676 net.cpp:367] bn5c_branch2b -> res5c_branch2b (in-place)
I0228 11:22:52.811501  9676 net.cpp:122] Setting up bn5c_branch2b
I0228 11:22:52.811512  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.811517  9676 net.cpp:137] Memory required for data: 1851293696
I0228 11:22:52.811532  9676 layer_factory.hpp:77] Creating layer scale5c_branch2b
I0228 11:22:52.811540  9676 net.cpp:84] Creating Layer scale5c_branch2b
I0228 11:22:52.811547  9676 net.cpp:406] scale5c_branch2b <- res5c_branch2b
I0228 11:22:52.811553  9676 net.cpp:367] scale5c_branch2b -> res5c_branch2b (in-place)
I0228 11:22:52.811626  9676 layer_factory.hpp:77] Creating layer scale5c_branch2b
I0228 11:22:52.811815  9676 net.cpp:122] Setting up scale5c_branch2b
I0228 11:22:52.811825  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.811830  9676 net.cpp:137] Memory required for data: 1852096512
I0228 11:22:52.811839  9676 layer_factory.hpp:77] Creating layer res5c_branch2b_relu
I0228 11:22:52.811851  9676 net.cpp:84] Creating Layer res5c_branch2b_relu
I0228 11:22:52.811856  9676 net.cpp:406] res5c_branch2b_relu <- res5c_branch2b
I0228 11:22:52.811862  9676 net.cpp:367] res5c_branch2b_relu -> res5c_branch2b (in-place)
I0228 11:22:52.812129  9676 net.cpp:122] Setting up res5c_branch2b_relu
I0228 11:22:52.812141  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:52.812146  9676 net.cpp:137] Memory required for data: 1852899328
I0228 11:22:52.812151  9676 layer_factory.hpp:77] Creating layer res5c_branch2c
I0228 11:22:52.812165  9676 net.cpp:84] Creating Layer res5c_branch2c
I0228 11:22:52.812170  9676 net.cpp:406] res5c_branch2c <- res5c_branch2b
I0228 11:22:52.812180  9676 net.cpp:380] res5c_branch2c -> res5c_branch2c
I0228 11:22:52.816445  9676 net.cpp:122] Setting up res5c_branch2c
I0228 11:22:52.816465  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.816471  9676 net.cpp:137] Memory required for data: 1856110592
I0228 11:22:52.816481  9676 layer_factory.hpp:77] Creating layer bn5c_branch2c
I0228 11:22:52.816493  9676 net.cpp:84] Creating Layer bn5c_branch2c
I0228 11:22:52.816499  9676 net.cpp:406] bn5c_branch2c <- res5c_branch2c
I0228 11:22:52.816509  9676 net.cpp:367] bn5c_branch2c -> res5c_branch2c (in-place)
I0228 11:22:52.816840  9676 net.cpp:122] Setting up bn5c_branch2c
I0228 11:22:52.816850  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.816855  9676 net.cpp:137] Memory required for data: 1859321856
I0228 11:22:52.816869  9676 layer_factory.hpp:77] Creating layer scale5c_branch2c
I0228 11:22:52.816879  9676 net.cpp:84] Creating Layer scale5c_branch2c
I0228 11:22:52.816884  9676 net.cpp:406] scale5c_branch2c <- res5c_branch2c
I0228 11:22:52.816891  9676 net.cpp:367] scale5c_branch2c -> res5c_branch2c (in-place)
I0228 11:22:52.816964  9676 layer_factory.hpp:77] Creating layer scale5c_branch2c
I0228 11:22:52.817154  9676 net.cpp:122] Setting up scale5c_branch2c
I0228 11:22:52.817165  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.817170  9676 net.cpp:137] Memory required for data: 1862533120
I0228 11:22:52.817180  9676 layer_factory.hpp:77] Creating layer res5c
I0228 11:22:52.817188  9676 net.cpp:84] Creating Layer res5c
I0228 11:22:52.817194  9676 net.cpp:406] res5c <- res5b_res5b_relu_0_split_1
I0228 11:22:52.817203  9676 net.cpp:406] res5c <- res5c_branch2c
I0228 11:22:52.817211  9676 net.cpp:380] res5c -> res5c
I0228 11:22:52.817245  9676 net.cpp:122] Setting up res5c
I0228 11:22:52.817253  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.817258  9676 net.cpp:137] Memory required for data: 1865744384
I0228 11:22:52.817263  9676 layer_factory.hpp:77] Creating layer res5c_relu
I0228 11:22:52.817272  9676 net.cpp:84] Creating Layer res5c_relu
I0228 11:22:52.817278  9676 net.cpp:406] res5c_relu <- res5c
I0228 11:22:52.817284  9676 net.cpp:367] res5c_relu -> res5c (in-place)
I0228 11:22:52.817554  9676 net.cpp:122] Setting up res5c_relu
I0228 11:22:52.817574  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.817579  9676 net.cpp:137] Memory required for data: 1868955648
I0228 11:22:52.817585  9676 layer_factory.hpp:77] Creating layer pool
I0228 11:22:52.817595  9676 net.cpp:84] Creating Layer pool
I0228 11:22:52.817600  9676 net.cpp:406] pool <- res5c
I0228 11:22:52.817607  9676 net.cpp:380] pool -> pool
I0228 11:22:52.817896  9676 net.cpp:122] Setting up pool
I0228 11:22:52.817910  9676 net.cpp:129] Top shape: 8 2048 1 1 (16384)
I0228 11:22:52.817915  9676 net.cpp:137] Memory required for data: 1869021184
I0228 11:22:52.817920  9676 layer_factory.hpp:77] Creating layer ip1
I0228 11:22:52.817931  9676 net.cpp:84] Creating Layer ip1
I0228 11:22:52.817936  9676 net.cpp:406] ip1 <- pool
I0228 11:22:52.817950  9676 net.cpp:380] ip1 -> ip1
I0228 11:22:52.827049  9676 net.cpp:122] Setting up ip1
I0228 11:22:52.827069  9676 net.cpp:129] Top shape: 8 512 (4096)
I0228 11:22:52.827073  9676 net.cpp:137] Memory required for data: 1869037568
I0228 11:22:52.827085  9676 layer_factory.hpp:77] Creating layer relu1
I0228 11:22:52.827095  9676 net.cpp:84] Creating Layer relu1
I0228 11:22:52.827100  9676 net.cpp:406] relu1 <- ip1
I0228 11:22:52.827107  9676 net.cpp:367] relu1 -> ip1 (in-place)
I0228 11:22:52.827875  9676 net.cpp:122] Setting up relu1
I0228 11:22:52.827893  9676 net.cpp:129] Top shape: 8 512 (4096)
I0228 11:22:52.827898  9676 net.cpp:137] Memory required for data: 1869053952
I0228 11:22:52.827903  9676 layer_factory.hpp:77] Creating layer ip2
I0228 11:22:52.827917  9676 net.cpp:84] Creating Layer ip2
I0228 11:22:52.827924  9676 net.cpp:406] ip2 <- ip1
I0228 11:22:52.827932  9676 net.cpp:380] ip2 -> ip2
I0228 11:22:52.829918  9676 net.cpp:122] Setting up ip2
I0228 11:22:52.829931  9676 net.cpp:129] Top shape: 8 512 (4096)
I0228 11:22:52.829936  9676 net.cpp:137] Memory required for data: 1869070336
I0228 11:22:52.829944  9676 layer_factory.hpp:77] Creating layer feat
I0228 11:22:52.829953  9676 net.cpp:84] Creating Layer feat
I0228 11:22:52.829958  9676 net.cpp:406] feat <- ip2
I0228 11:22:52.829967  9676 net.cpp:380] feat -> feat
I0228 11:22:52.833189  9676 net.cpp:122] Setting up feat
I0228 11:22:52.833207  9676 net.cpp:129] Top shape: 8 512 (4096)
I0228 11:22:52.833212  9676 net.cpp:137] Memory required for data: 1869086720
I0228 11:22:52.833221  9676 layer_factory.hpp:77] Creating layer conv1_p
I0228 11:22:52.833233  9676 net.cpp:84] Creating Layer conv1_p
I0228 11:22:52.833240  9676 net.cpp:406] conv1_p <- data_p
I0228 11:22:52.833250  9676 net.cpp:380] conv1_p -> conv1_p
I0228 11:22:52.835088  9676 net.cpp:122] Setting up conv1_p
I0228 11:22:52.835108  9676 net.cpp:129] Top shape: 8 64 112 112 (6422528)
I0228 11:22:52.835114  9676 net.cpp:137] Memory required for data: 1894776832
I0228 11:22:52.835121  9676 net.cpp:465] Sharing parameters 'conv1_w' owned by layer 'conv1', param index 0
I0228 11:22:52.835129  9676 net.cpp:465] Sharing parameters 'conv1_b' owned by layer 'conv1', param index 1
I0228 11:22:52.835134  9676 layer_factory.hpp:77] Creating layer bn_conv1_p
I0228 11:22:52.835145  9676 net.cpp:84] Creating Layer bn_conv1_p
I0228 11:22:52.835151  9676 net.cpp:406] bn_conv1_p <- conv1_p
I0228 11:22:52.835161  9676 net.cpp:367] bn_conv1_p -> conv1_p (in-place)
I0228 11:22:52.835490  9676 net.cpp:122] Setting up bn_conv1_p
I0228 11:22:52.835501  9676 net.cpp:129] Top shape: 8 64 112 112 (6422528)
I0228 11:22:52.835505  9676 net.cpp:137] Memory required for data: 1920466944
I0228 11:22:52.835513  9676 net.cpp:465] Sharing parameters 'bn_conv1_mean' owned by layer 'bn_conv1', param index 0
I0228 11:22:52.835522  9676 net.cpp:465] Sharing parameters 'bn_conv1_variance' owned by layer 'bn_conv1', param index 1
I0228 11:22:52.835528  9676 net.cpp:465] Sharing parameters 'bn_conv1_scale_factor' owned by layer 'bn_conv1', param index 2
I0228 11:22:52.835533  9676 layer_factory.hpp:77] Creating layer scale_conv1_p
I0228 11:22:52.835544  9676 net.cpp:84] Creating Layer scale_conv1_p
I0228 11:22:52.835551  9676 net.cpp:406] scale_conv1_p <- conv1_p
I0228 11:22:52.835562  9676 net.cpp:367] scale_conv1_p -> conv1_p (in-place)
I0228 11:22:52.835626  9676 layer_factory.hpp:77] Creating layer scale_conv1_p
I0228 11:22:52.835846  9676 net.cpp:122] Setting up scale_conv1_p
I0228 11:22:52.835857  9676 net.cpp:129] Top shape: 8 64 112 112 (6422528)
I0228 11:22:52.835862  9676 net.cpp:137] Memory required for data: 1946157056
I0228 11:22:52.835870  9676 net.cpp:465] Sharing parameters 'scale_conv1_alpha' owned by layer 'scale_conv1', param index 0
I0228 11:22:52.835876  9676 net.cpp:465] Sharing parameters 'scale_conv1_beta' owned by layer 'scale_conv1', param index 1
I0228 11:22:52.835882  9676 layer_factory.hpp:77] Creating layer conv1_relu_p
I0228 11:22:52.835889  9676 net.cpp:84] Creating Layer conv1_relu_p
I0228 11:22:52.835894  9676 net.cpp:406] conv1_relu_p <- conv1_p
I0228 11:22:52.835903  9676 net.cpp:367] conv1_relu_p -> conv1_p (in-place)
I0228 11:22:52.836171  9676 net.cpp:122] Setting up conv1_relu_p
I0228 11:22:52.836184  9676 net.cpp:129] Top shape: 8 64 112 112 (6422528)
I0228 11:22:52.836189  9676 net.cpp:137] Memory required for data: 1971847168
I0228 11:22:52.836194  9676 layer_factory.hpp:77] Creating layer pool1_p
I0228 11:22:52.836203  9676 net.cpp:84] Creating Layer pool1_p
I0228 11:22:52.836208  9676 net.cpp:406] pool1_p <- conv1_p
I0228 11:22:52.836216  9676 net.cpp:380] pool1_p -> pool1_p
I0228 11:22:52.836282  9676 net.cpp:122] Setting up pool1_p
I0228 11:22:52.836292  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.836297  9676 net.cpp:137] Memory required for data: 1978269696
I0228 11:22:52.836302  9676 layer_factory.hpp:77] Creating layer pool1_p_pool1_p_0_split
I0228 11:22:52.836311  9676 net.cpp:84] Creating Layer pool1_p_pool1_p_0_split
I0228 11:22:52.836318  9676 net.cpp:406] pool1_p_pool1_p_0_split <- pool1_p
I0228 11:22:52.836324  9676 net.cpp:380] pool1_p_pool1_p_0_split -> pool1_p_pool1_p_0_split_0
I0228 11:22:52.836334  9676 net.cpp:380] pool1_p_pool1_p_0_split -> pool1_p_pool1_p_0_split_1
I0228 11:22:52.836388  9676 net.cpp:122] Setting up pool1_p_pool1_p_0_split
I0228 11:22:52.836396  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.836403  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.836408  9676 net.cpp:137] Memory required for data: 1991114752
I0228 11:22:52.836413  9676 layer_factory.hpp:77] Creating layer res2a_branch1_p
I0228 11:22:52.836424  9676 net.cpp:84] Creating Layer res2a_branch1_p
I0228 11:22:52.836431  9676 net.cpp:406] res2a_branch1_p <- pool1_p_pool1_p_0_split_0
I0228 11:22:52.836439  9676 net.cpp:380] res2a_branch1_p -> res2a_branch1_p
I0228 11:22:52.838088  9676 net.cpp:122] Setting up res2a_branch1_p
I0228 11:22:52.838117  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.838124  9676 net.cpp:137] Memory required for data: 2016804864
I0228 11:22:52.838131  9676 net.cpp:465] Sharing parameters 'res2a_branch1_w' owned by layer 'res2a_branch1', param index 0
I0228 11:22:52.838137  9676 layer_factory.hpp:77] Creating layer bn2a_branch1_p
I0228 11:22:52.838150  9676 net.cpp:84] Creating Layer bn2a_branch1_p
I0228 11:22:52.838155  9676 net.cpp:406] bn2a_branch1_p <- res2a_branch1_p
I0228 11:22:52.838165  9676 net.cpp:367] bn2a_branch1_p -> res2a_branch1_p (in-place)
I0228 11:22:52.838482  9676 net.cpp:122] Setting up bn2a_branch1_p
I0228 11:22:52.838495  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.838500  9676 net.cpp:137] Memory required for data: 2042494976
I0228 11:22:52.838506  9676 net.cpp:465] Sharing parameters 'bn2a_branch1_mean' owned by layer 'bn2a_branch1', param index 0
I0228 11:22:52.838515  9676 net.cpp:465] Sharing parameters 'bn2a_branch1_variance' owned by layer 'bn2a_branch1', param index 1
I0228 11:22:52.838521  9676 net.cpp:465] Sharing parameters 'bn2a_branch1_scale_factor' owned by layer 'bn2a_branch1', param index 2
I0228 11:22:52.838526  9676 layer_factory.hpp:77] Creating layer scale2a_branch1_p
I0228 11:22:52.838587  9676 net.cpp:84] Creating Layer scale2a_branch1_p
I0228 11:22:52.838593  9676 net.cpp:406] scale2a_branch1_p <- res2a_branch1_p
I0228 11:22:52.838605  9676 net.cpp:367] scale2a_branch1_p -> res2a_branch1_p (in-place)
I0228 11:22:52.838667  9676 layer_factory.hpp:77] Creating layer scale2a_branch1_p
I0228 11:22:52.838873  9676 net.cpp:122] Setting up scale2a_branch1_p
I0228 11:22:52.838884  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.838889  9676 net.cpp:137] Memory required for data: 2068185088
I0228 11:22:52.838897  9676 net.cpp:465] Sharing parameters 'scale2a_branch1_alpha' owned by layer 'scale2a_branch1', param index 0
I0228 11:22:52.838904  9676 net.cpp:465] Sharing parameters 'scale2a_branch1_beta' owned by layer 'scale2a_branch1', param index 1
I0228 11:22:52.838910  9676 layer_factory.hpp:77] Creating layer res2a_branch2a_p
I0228 11:22:52.838925  9676 net.cpp:84] Creating Layer res2a_branch2a_p
I0228 11:22:52.838932  9676 net.cpp:406] res2a_branch2a_p <- pool1_p_pool1_p_0_split_1
I0228 11:22:52.838939  9676 net.cpp:380] res2a_branch2a_p -> res2a_branch2a_p
I0228 11:22:52.840598  9676 net.cpp:122] Setting up res2a_branch2a_p
I0228 11:22:52.840618  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.840623  9676 net.cpp:137] Memory required for data: 2074607616
I0228 11:22:52.840631  9676 net.cpp:465] Sharing parameters 'res2a_branch2a_w' owned by layer 'res2a_branch2a', param index 0
I0228 11:22:52.840637  9676 layer_factory.hpp:77] Creating layer bn2a_branch2a_p
I0228 11:22:52.840649  9676 net.cpp:84] Creating Layer bn2a_branch2a_p
I0228 11:22:52.840656  9676 net.cpp:406] bn2a_branch2a_p <- res2a_branch2a_p
I0228 11:22:52.840664  9676 net.cpp:367] bn2a_branch2a_p -> res2a_branch2a_p (in-place)
I0228 11:22:52.840986  9676 net.cpp:122] Setting up bn2a_branch2a_p
I0228 11:22:52.840997  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.841001  9676 net.cpp:137] Memory required for data: 2081030144
I0228 11:22:52.841009  9676 net.cpp:465] Sharing parameters 'bn2a_branch2a_mean' owned by layer 'bn2a_branch2a', param index 0
I0228 11:22:52.841017  9676 net.cpp:465] Sharing parameters 'bn2a_branch2a_variance' owned by layer 'bn2a_branch2a', param index 1
I0228 11:22:52.841023  9676 net.cpp:465] Sharing parameters 'bn2a_branch2a_scale_factor' owned by layer 'bn2a_branch2a', param index 2
I0228 11:22:52.841028  9676 layer_factory.hpp:77] Creating layer scale2a_branch2a_p
I0228 11:22:52.841039  9676 net.cpp:84] Creating Layer scale2a_branch2a_p
I0228 11:22:52.841044  9676 net.cpp:406] scale2a_branch2a_p <- res2a_branch2a_p
I0228 11:22:52.841053  9676 net.cpp:367] scale2a_branch2a_p -> res2a_branch2a_p (in-place)
I0228 11:22:52.841114  9676 layer_factory.hpp:77] Creating layer scale2a_branch2a_p
I0228 11:22:52.841326  9676 net.cpp:122] Setting up scale2a_branch2a_p
I0228 11:22:52.841336  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.841341  9676 net.cpp:137] Memory required for data: 2087452672
I0228 11:22:52.841348  9676 net.cpp:465] Sharing parameters 'scale2a_branch2a_alpha' owned by layer 'scale2a_branch2a', param index 0
I0228 11:22:52.841356  9676 net.cpp:465] Sharing parameters 'scale2a_branch2a_beta' owned by layer 'scale2a_branch2a', param index 1
I0228 11:22:52.841361  9676 layer_factory.hpp:77] Creating layer res2a_branch2a_relu_p
I0228 11:22:52.841369  9676 net.cpp:84] Creating Layer res2a_branch2a_relu_p
I0228 11:22:52.841374  9676 net.cpp:406] res2a_branch2a_relu_p <- res2a_branch2a_p
I0228 11:22:52.841382  9676 net.cpp:367] res2a_branch2a_relu_p -> res2a_branch2a_p (in-place)
I0228 11:22:52.841661  9676 net.cpp:122] Setting up res2a_branch2a_relu_p
I0228 11:22:52.841673  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.841678  9676 net.cpp:137] Memory required for data: 2093875200
I0228 11:22:52.841684  9676 layer_factory.hpp:77] Creating layer res2a_branch2b_p
I0228 11:22:52.841696  9676 net.cpp:84] Creating Layer res2a_branch2b_p
I0228 11:22:52.841702  9676 net.cpp:406] res2a_branch2b_p <- res2a_branch2a_p
I0228 11:22:52.841711  9676 net.cpp:380] res2a_branch2b_p -> res2a_branch2b_p
I0228 11:22:52.843379  9676 net.cpp:122] Setting up res2a_branch2b_p
I0228 11:22:52.843400  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.843406  9676 net.cpp:137] Memory required for data: 2100297728
I0228 11:22:52.843413  9676 net.cpp:465] Sharing parameters 'res2a_branch2b_w' owned by layer 'res2a_branch2b', param index 0
I0228 11:22:52.843420  9676 layer_factory.hpp:77] Creating layer bn2a_branch2b_p
I0228 11:22:52.843431  9676 net.cpp:84] Creating Layer bn2a_branch2b_p
I0228 11:22:52.843437  9676 net.cpp:406] bn2a_branch2b_p <- res2a_branch2b_p
I0228 11:22:52.843447  9676 net.cpp:367] bn2a_branch2b_p -> res2a_branch2b_p (in-place)
I0228 11:22:52.843780  9676 net.cpp:122] Setting up bn2a_branch2b_p
I0228 11:22:52.843789  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.843796  9676 net.cpp:137] Memory required for data: 2106720256
I0228 11:22:52.843802  9676 net.cpp:465] Sharing parameters 'bn2a_branch2b_mean' owned by layer 'bn2a_branch2b', param index 0
I0228 11:22:52.843809  9676 net.cpp:465] Sharing parameters 'bn2a_branch2b_variance' owned by layer 'bn2a_branch2b', param index 1
I0228 11:22:52.843816  9676 net.cpp:465] Sharing parameters 'bn2a_branch2b_scale_factor' owned by layer 'bn2a_branch2b', param index 2
I0228 11:22:52.843822  9676 layer_factory.hpp:77] Creating layer scale2a_branch2b_p
I0228 11:22:52.843832  9676 net.cpp:84] Creating Layer scale2a_branch2b_p
I0228 11:22:52.843837  9676 net.cpp:406] scale2a_branch2b_p <- res2a_branch2b_p
I0228 11:22:52.843843  9676 net.cpp:367] scale2a_branch2b_p -> res2a_branch2b_p (in-place)
I0228 11:22:52.843909  9676 layer_factory.hpp:77] Creating layer scale2a_branch2b_p
I0228 11:22:52.844121  9676 net.cpp:122] Setting up scale2a_branch2b_p
I0228 11:22:52.844131  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.844136  9676 net.cpp:137] Memory required for data: 2113142784
I0228 11:22:52.844143  9676 net.cpp:465] Sharing parameters 'scale2a_branch2b_alpha' owned by layer 'scale2a_branch2b', param index 0
I0228 11:22:52.844151  9676 net.cpp:465] Sharing parameters 'scale2a_branch2b_beta' owned by layer 'scale2a_branch2b', param index 1
I0228 11:22:52.844156  9676 layer_factory.hpp:77] Creating layer res2a_branch2b_relu_p
I0228 11:22:52.844164  9676 net.cpp:84] Creating Layer res2a_branch2b_relu_p
I0228 11:22:52.844171  9676 net.cpp:406] res2a_branch2b_relu_p <- res2a_branch2b_p
I0228 11:22:52.844180  9676 net.cpp:367] res2a_branch2b_relu_p -> res2a_branch2b_p (in-place)
I0228 11:22:52.844445  9676 net.cpp:122] Setting up res2a_branch2b_relu_p
I0228 11:22:52.844456  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.844461  9676 net.cpp:137] Memory required for data: 2119565312
I0228 11:22:52.844467  9676 layer_factory.hpp:77] Creating layer res2a_branch2c_p
I0228 11:22:52.844480  9676 net.cpp:84] Creating Layer res2a_branch2c_p
I0228 11:22:52.844486  9676 net.cpp:406] res2a_branch2c_p <- res2a_branch2b_p
I0228 11:22:52.844494  9676 net.cpp:380] res2a_branch2c_p -> res2a_branch2c_p
I0228 11:22:52.846166  9676 net.cpp:122] Setting up res2a_branch2c_p
I0228 11:22:52.846185  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.846191  9676 net.cpp:137] Memory required for data: 2145255424
I0228 11:22:52.846199  9676 net.cpp:465] Sharing parameters 'res2a_branch2c_w' owned by layer 'res2a_branch2c', param index 0
I0228 11:22:52.846205  9676 layer_factory.hpp:77] Creating layer bn2a_branch2c_p
I0228 11:22:52.846216  9676 net.cpp:84] Creating Layer bn2a_branch2c_p
I0228 11:22:52.846222  9676 net.cpp:406] bn2a_branch2c_p <- res2a_branch2c_p
I0228 11:22:52.846232  9676 net.cpp:367] bn2a_branch2c_p -> res2a_branch2c_p (in-place)
I0228 11:22:52.846552  9676 net.cpp:122] Setting up bn2a_branch2c_p
I0228 11:22:52.846563  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.846568  9676 net.cpp:137] Memory required for data: 2170945536
I0228 11:22:52.846576  9676 net.cpp:465] Sharing parameters 'bn2a_branch2c_mean' owned by layer 'bn2a_branch2c', param index 0
I0228 11:22:52.846583  9676 net.cpp:465] Sharing parameters 'bn2a_branch2c_variance' owned by layer 'bn2a_branch2c', param index 1
I0228 11:22:52.846592  9676 net.cpp:465] Sharing parameters 'bn2a_branch2c_scale_factor' owned by layer 'bn2a_branch2c', param index 2
I0228 11:22:52.846598  9676 layer_factory.hpp:77] Creating layer scale2a_branch2c_p
I0228 11:22:52.846611  9676 net.cpp:84] Creating Layer scale2a_branch2c_p
I0228 11:22:52.846616  9676 net.cpp:406] scale2a_branch2c_p <- res2a_branch2c_p
I0228 11:22:52.846622  9676 net.cpp:367] scale2a_branch2c_p -> res2a_branch2c_p (in-place)
I0228 11:22:52.846684  9676 layer_factory.hpp:77] Creating layer scale2a_branch2c_p
I0228 11:22:52.846886  9676 net.cpp:122] Setting up scale2a_branch2c_p
I0228 11:22:52.846897  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.846901  9676 net.cpp:137] Memory required for data: 2196635648
I0228 11:22:52.846909  9676 net.cpp:465] Sharing parameters 'scale2a_branch2c_alpha' owned by layer 'scale2a_branch2c', param index 0
I0228 11:22:52.846915  9676 net.cpp:465] Sharing parameters 'scale2a_branch2c_beta' owned by layer 'scale2a_branch2c', param index 1
I0228 11:22:52.846921  9676 layer_factory.hpp:77] Creating layer res2a_p
I0228 11:22:52.846931  9676 net.cpp:84] Creating Layer res2a_p
I0228 11:22:52.846936  9676 net.cpp:406] res2a_p <- res2a_branch1_p
I0228 11:22:52.846943  9676 net.cpp:406] res2a_p <- res2a_branch2c_p
I0228 11:22:52.846951  9676 net.cpp:380] res2a_p -> res2a_p
I0228 11:22:52.846989  9676 net.cpp:122] Setting up res2a_p
I0228 11:22:52.846997  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.847003  9676 net.cpp:137] Memory required for data: 2222325760
I0228 11:22:52.847007  9676 layer_factory.hpp:77] Creating layer res2a_relu_p
I0228 11:22:52.847015  9676 net.cpp:84] Creating Layer res2a_relu_p
I0228 11:22:52.847020  9676 net.cpp:406] res2a_relu_p <- res2a_p
I0228 11:22:52.847028  9676 net.cpp:367] res2a_relu_p -> res2a_p (in-place)
I0228 11:22:52.847301  9676 net.cpp:122] Setting up res2a_relu_p
I0228 11:22:52.847313  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.847318  9676 net.cpp:137] Memory required for data: 2248015872
I0228 11:22:52.847323  9676 layer_factory.hpp:77] Creating layer res2a_p_res2a_relu_p_0_split
I0228 11:22:52.847332  9676 net.cpp:84] Creating Layer res2a_p_res2a_relu_p_0_split
I0228 11:22:52.847339  9676 net.cpp:406] res2a_p_res2a_relu_p_0_split <- res2a_p
I0228 11:22:52.847347  9676 net.cpp:380] res2a_p_res2a_relu_p_0_split -> res2a_p_res2a_relu_p_0_split_0
I0228 11:22:52.847355  9676 net.cpp:380] res2a_p_res2a_relu_p_0_split -> res2a_p_res2a_relu_p_0_split_1
I0228 11:22:52.847419  9676 net.cpp:122] Setting up res2a_p_res2a_relu_p_0_split
I0228 11:22:52.847427  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.847434  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.847440  9676 net.cpp:137] Memory required for data: 2299396096
I0228 11:22:52.847445  9676 layer_factory.hpp:77] Creating layer res2b_branch2a_p
I0228 11:22:52.847457  9676 net.cpp:84] Creating Layer res2b_branch2a_p
I0228 11:22:52.847463  9676 net.cpp:406] res2b_branch2a_p <- res2a_p_res2a_relu_p_0_split_0
I0228 11:22:52.847473  9676 net.cpp:380] res2b_branch2a_p -> res2b_branch2a_p
I0228 11:22:52.849140  9676 net.cpp:122] Setting up res2b_branch2a_p
I0228 11:22:52.849160  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.849166  9676 net.cpp:137] Memory required for data: 2305818624
I0228 11:22:52.849174  9676 net.cpp:465] Sharing parameters 'res2b_branch2a_w' owned by layer 'res2b_branch2a', param index 0
I0228 11:22:52.849180  9676 layer_factory.hpp:77] Creating layer bn2b_branch2a_p
I0228 11:22:52.849190  9676 net.cpp:84] Creating Layer bn2b_branch2a_p
I0228 11:22:52.849196  9676 net.cpp:406] bn2b_branch2a_p <- res2b_branch2a_p
I0228 11:22:52.849206  9676 net.cpp:367] bn2b_branch2a_p -> res2b_branch2a_p (in-place)
I0228 11:22:52.849540  9676 net.cpp:122] Setting up bn2b_branch2a_p
I0228 11:22:52.849550  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.849555  9676 net.cpp:137] Memory required for data: 2312241152
I0228 11:22:52.849566  9676 net.cpp:465] Sharing parameters 'bn2b_branch2a_mean' owned by layer 'bn2b_branch2a', param index 0
I0228 11:22:52.849573  9676 net.cpp:465] Sharing parameters 'bn2b_branch2a_variance' owned by layer 'bn2b_branch2a', param index 1
I0228 11:22:52.849581  9676 net.cpp:465] Sharing parameters 'bn2b_branch2a_scale_factor' owned by layer 'bn2b_branch2a', param index 2
I0228 11:22:52.849586  9676 layer_factory.hpp:77] Creating layer scale2b_branch2a_p
I0228 11:22:52.849596  9676 net.cpp:84] Creating Layer scale2b_branch2a_p
I0228 11:22:52.849602  9676 net.cpp:406] scale2b_branch2a_p <- res2b_branch2a_p
I0228 11:22:52.849609  9676 net.cpp:367] scale2b_branch2a_p -> res2b_branch2a_p (in-place)
I0228 11:22:52.849673  9676 layer_factory.hpp:77] Creating layer scale2b_branch2a_p
I0228 11:22:52.849889  9676 net.cpp:122] Setting up scale2b_branch2a_p
I0228 11:22:52.849900  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.849905  9676 net.cpp:137] Memory required for data: 2318663680
I0228 11:22:52.849911  9676 net.cpp:465] Sharing parameters 'scale2b_branch2a_alpha' owned by layer 'scale2b_branch2a', param index 0
I0228 11:22:52.849918  9676 net.cpp:465] Sharing parameters 'scale2b_branch2a_beta' owned by layer 'scale2b_branch2a', param index 1
I0228 11:22:52.849923  9676 layer_factory.hpp:77] Creating layer res2b_branch2a_relu_p
I0228 11:22:52.849933  9676 net.cpp:84] Creating Layer res2b_branch2a_relu_p
I0228 11:22:52.849938  9676 net.cpp:406] res2b_branch2a_relu_p <- res2b_branch2a_p
I0228 11:22:52.849946  9676 net.cpp:367] res2b_branch2a_relu_p -> res2b_branch2a_p (in-place)
I0228 11:22:52.850229  9676 net.cpp:122] Setting up res2b_branch2a_relu_p
I0228 11:22:52.850241  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.850246  9676 net.cpp:137] Memory required for data: 2325086208
I0228 11:22:52.850251  9676 layer_factory.hpp:77] Creating layer res2b_branch2b_p
I0228 11:22:52.850263  9676 net.cpp:84] Creating Layer res2b_branch2b_p
I0228 11:22:52.850270  9676 net.cpp:406] res2b_branch2b_p <- res2b_branch2a_p
I0228 11:22:52.850280  9676 net.cpp:380] res2b_branch2b_p -> res2b_branch2b_p
I0228 11:22:52.851933  9676 net.cpp:122] Setting up res2b_branch2b_p
I0228 11:22:52.851951  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.851956  9676 net.cpp:137] Memory required for data: 2331508736
I0228 11:22:52.851964  9676 net.cpp:465] Sharing parameters 'res2b_branch2b_w' owned by layer 'res2b_branch2b', param index 0
I0228 11:22:52.851970  9676 layer_factory.hpp:77] Creating layer bn2b_branch2b_p
I0228 11:22:52.851984  9676 net.cpp:84] Creating Layer bn2b_branch2b_p
I0228 11:22:52.851990  9676 net.cpp:406] bn2b_branch2b_p <- res2b_branch2b_p
I0228 11:22:52.852000  9676 net.cpp:367] bn2b_branch2b_p -> res2b_branch2b_p (in-place)
I0228 11:22:52.852339  9676 net.cpp:122] Setting up bn2b_branch2b_p
I0228 11:22:52.852349  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.852354  9676 net.cpp:137] Memory required for data: 2337931264
I0228 11:22:52.852360  9676 net.cpp:465] Sharing parameters 'bn2b_branch2b_mean' owned by layer 'bn2b_branch2b', param index 0
I0228 11:22:52.852368  9676 net.cpp:465] Sharing parameters 'bn2b_branch2b_variance' owned by layer 'bn2b_branch2b', param index 1
I0228 11:22:52.852375  9676 net.cpp:465] Sharing parameters 'bn2b_branch2b_scale_factor' owned by layer 'bn2b_branch2b', param index 2
I0228 11:22:52.852380  9676 layer_factory.hpp:77] Creating layer scale2b_branch2b_p
I0228 11:22:52.852391  9676 net.cpp:84] Creating Layer scale2b_branch2b_p
I0228 11:22:52.852396  9676 net.cpp:406] scale2b_branch2b_p <- res2b_branch2b_p
I0228 11:22:52.852402  9676 net.cpp:367] scale2b_branch2b_p -> res2b_branch2b_p (in-place)
I0228 11:22:52.852463  9676 layer_factory.hpp:77] Creating layer scale2b_branch2b_p
I0228 11:22:52.852676  9676 net.cpp:122] Setting up scale2b_branch2b_p
I0228 11:22:52.852686  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.852691  9676 net.cpp:137] Memory required for data: 2344353792
I0228 11:22:52.852702  9676 net.cpp:465] Sharing parameters 'scale2b_branch2b_alpha' owned by layer 'scale2b_branch2b', param index 0
I0228 11:22:52.852710  9676 net.cpp:465] Sharing parameters 'scale2b_branch2b_beta' owned by layer 'scale2b_branch2b', param index 1
I0228 11:22:52.852715  9676 layer_factory.hpp:77] Creating layer res2b_branch2b_relu_p
I0228 11:22:52.852725  9676 net.cpp:84] Creating Layer res2b_branch2b_relu_p
I0228 11:22:52.852730  9676 net.cpp:406] res2b_branch2b_relu_p <- res2b_branch2b_p
I0228 11:22:52.852738  9676 net.cpp:367] res2b_branch2b_relu_p -> res2b_branch2b_p (in-place)
I0228 11:22:52.853586  9676 net.cpp:122] Setting up res2b_branch2b_relu_p
I0228 11:22:52.853605  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.853610  9676 net.cpp:137] Memory required for data: 2350776320
I0228 11:22:52.853615  9676 layer_factory.hpp:77] Creating layer res2b_branch2c_p
I0228 11:22:52.853629  9676 net.cpp:84] Creating Layer res2b_branch2c_p
I0228 11:22:52.853636  9676 net.cpp:406] res2b_branch2c_p <- res2b_branch2b_p
I0228 11:22:52.853646  9676 net.cpp:380] res2b_branch2c_p -> res2b_branch2c_p
I0228 11:22:52.854830  9676 net.cpp:122] Setting up res2b_branch2c_p
I0228 11:22:52.854846  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.854851  9676 net.cpp:137] Memory required for data: 2376466432
I0228 11:22:52.854859  9676 net.cpp:465] Sharing parameters 'res2b_branch2c_w' owned by layer 'res2b_branch2c', param index 0
I0228 11:22:52.854866  9676 layer_factory.hpp:77] Creating layer bn2b_branch2c_p
I0228 11:22:52.854876  9676 net.cpp:84] Creating Layer bn2b_branch2c_p
I0228 11:22:52.854882  9676 net.cpp:406] bn2b_branch2c_p <- res2b_branch2c_p
I0228 11:22:52.854892  9676 net.cpp:367] bn2b_branch2c_p -> res2b_branch2c_p (in-place)
I0228 11:22:52.855213  9676 net.cpp:122] Setting up bn2b_branch2c_p
I0228 11:22:52.855224  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.855229  9676 net.cpp:137] Memory required for data: 2402156544
I0228 11:22:52.855237  9676 net.cpp:465] Sharing parameters 'bn2b_branch2c_mean' owned by layer 'bn2b_branch2c', param index 0
I0228 11:22:52.855243  9676 net.cpp:465] Sharing parameters 'bn2b_branch2c_variance' owned by layer 'bn2b_branch2c', param index 1
I0228 11:22:52.855250  9676 net.cpp:465] Sharing parameters 'bn2b_branch2c_scale_factor' owned by layer 'bn2b_branch2c', param index 2
I0228 11:22:52.855255  9676 layer_factory.hpp:77] Creating layer scale2b_branch2c_p
I0228 11:22:52.855264  9676 net.cpp:84] Creating Layer scale2b_branch2c_p
I0228 11:22:52.855269  9676 net.cpp:406] scale2b_branch2c_p <- res2b_branch2c_p
I0228 11:22:52.855279  9676 net.cpp:367] scale2b_branch2c_p -> res2b_branch2c_p (in-place)
I0228 11:22:52.855337  9676 layer_factory.hpp:77] Creating layer scale2b_branch2c_p
I0228 11:22:52.855538  9676 net.cpp:122] Setting up scale2b_branch2c_p
I0228 11:22:52.855548  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.855554  9676 net.cpp:137] Memory required for data: 2427846656
I0228 11:22:52.855561  9676 net.cpp:465] Sharing parameters 'scale2b_branch2c_alpha' owned by layer 'scale2b_branch2c', param index 0
I0228 11:22:52.855568  9676 net.cpp:465] Sharing parameters 'scale2b_branch2c_beta' owned by layer 'scale2b_branch2c', param index 1
I0228 11:22:52.855573  9676 layer_factory.hpp:77] Creating layer res2b_p
I0228 11:22:52.855581  9676 net.cpp:84] Creating Layer res2b_p
I0228 11:22:52.855587  9676 net.cpp:406] res2b_p <- res2a_p_res2a_relu_p_0_split_1
I0228 11:22:52.855593  9676 net.cpp:406] res2b_p <- res2b_branch2c_p
I0228 11:22:52.855602  9676 net.cpp:380] res2b_p -> res2b_p
I0228 11:22:52.855638  9676 net.cpp:122] Setting up res2b_p
I0228 11:22:52.855648  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.855654  9676 net.cpp:137] Memory required for data: 2453536768
I0228 11:22:52.855659  9676 layer_factory.hpp:77] Creating layer res2b_relu_p
I0228 11:22:52.855665  9676 net.cpp:84] Creating Layer res2b_relu_p
I0228 11:22:52.855671  9676 net.cpp:406] res2b_relu_p <- res2b_p
I0228 11:22:52.855680  9676 net.cpp:367] res2b_relu_p -> res2b_p (in-place)
I0228 11:22:52.856441  9676 net.cpp:122] Setting up res2b_relu_p
I0228 11:22:52.856458  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.856465  9676 net.cpp:137] Memory required for data: 2479226880
I0228 11:22:52.856472  9676 layer_factory.hpp:77] Creating layer res2b_p_res2b_relu_p_0_split
I0228 11:22:52.856479  9676 net.cpp:84] Creating Layer res2b_p_res2b_relu_p_0_split
I0228 11:22:52.856487  9676 net.cpp:406] res2b_p_res2b_relu_p_0_split <- res2b_p
I0228 11:22:52.856494  9676 net.cpp:380] res2b_p_res2b_relu_p_0_split -> res2b_p_res2b_relu_p_0_split_0
I0228 11:22:52.856506  9676 net.cpp:380] res2b_p_res2b_relu_p_0_split -> res2b_p_res2b_relu_p_0_split_1
I0228 11:22:52.856571  9676 net.cpp:122] Setting up res2b_p_res2b_relu_p_0_split
I0228 11:22:52.856580  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.856587  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.856592  9676 net.cpp:137] Memory required for data: 2530607104
I0228 11:22:52.856597  9676 layer_factory.hpp:77] Creating layer res2c_branch2a_p
I0228 11:22:52.856609  9676 net.cpp:84] Creating Layer res2c_branch2a_p
I0228 11:22:52.856616  9676 net.cpp:406] res2c_branch2a_p <- res2b_p_res2b_relu_p_0_split_0
I0228 11:22:52.856626  9676 net.cpp:380] res2c_branch2a_p -> res2c_branch2a_p
I0228 11:22:52.858289  9676 net.cpp:122] Setting up res2c_branch2a_p
I0228 11:22:52.858309  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.858314  9676 net.cpp:137] Memory required for data: 2537029632
I0228 11:22:52.858321  9676 net.cpp:465] Sharing parameters 'res2c_branch2a_w' owned by layer 'res2c_branch2a', param index 0
I0228 11:22:52.858327  9676 layer_factory.hpp:77] Creating layer bn2c_branch2a_p
I0228 11:22:52.858337  9676 net.cpp:84] Creating Layer bn2c_branch2a_p
I0228 11:22:52.858343  9676 net.cpp:406] bn2c_branch2a_p <- res2c_branch2a_p
I0228 11:22:52.858353  9676 net.cpp:367] bn2c_branch2a_p -> res2c_branch2a_p (in-place)
I0228 11:22:52.858693  9676 net.cpp:122] Setting up bn2c_branch2a_p
I0228 11:22:52.858705  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.858709  9676 net.cpp:137] Memory required for data: 2543452160
I0228 11:22:52.858716  9676 net.cpp:465] Sharing parameters 'bn2c_branch2a_mean' owned by layer 'bn2c_branch2a', param index 0
I0228 11:22:52.858723  9676 net.cpp:465] Sharing parameters 'bn2c_branch2a_variance' owned by layer 'bn2c_branch2a', param index 1
I0228 11:22:52.858731  9676 net.cpp:465] Sharing parameters 'bn2c_branch2a_scale_factor' owned by layer 'bn2c_branch2a', param index 2
I0228 11:22:52.858736  9676 layer_factory.hpp:77] Creating layer scale2c_branch2a_p
I0228 11:22:52.858745  9676 net.cpp:84] Creating Layer scale2c_branch2a_p
I0228 11:22:52.858752  9676 net.cpp:406] scale2c_branch2a_p <- res2c_branch2a_p
I0228 11:22:52.858758  9676 net.cpp:367] scale2c_branch2a_p -> res2c_branch2a_p (in-place)
I0228 11:22:52.858821  9676 layer_factory.hpp:77] Creating layer scale2c_branch2a_p
I0228 11:22:52.859035  9676 net.cpp:122] Setting up scale2c_branch2a_p
I0228 11:22:52.859046  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.859052  9676 net.cpp:137] Memory required for data: 2549874688
I0228 11:22:52.859058  9676 net.cpp:465] Sharing parameters 'scale2c_branch2a_alpha' owned by layer 'scale2c_branch2a', param index 0
I0228 11:22:52.859066  9676 net.cpp:465] Sharing parameters 'scale2c_branch2a_beta' owned by layer 'scale2c_branch2a', param index 1
I0228 11:22:52.859071  9676 layer_factory.hpp:77] Creating layer res2c_branch2a_relu_p
I0228 11:22:52.859079  9676 net.cpp:84] Creating Layer res2c_branch2a_relu_p
I0228 11:22:52.859084  9676 net.cpp:406] res2c_branch2a_relu_p <- res2c_branch2a_p
I0228 11:22:52.859091  9676 net.cpp:367] res2c_branch2a_relu_p -> res2c_branch2a_p (in-place)
I0228 11:22:52.859364  9676 net.cpp:122] Setting up res2c_branch2a_relu_p
I0228 11:22:52.859376  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.859385  9676 net.cpp:137] Memory required for data: 2556297216
I0228 11:22:52.859390  9676 layer_factory.hpp:77] Creating layer res2c_branch2b_p
I0228 11:22:52.859402  9676 net.cpp:84] Creating Layer res2c_branch2b_p
I0228 11:22:52.859410  9676 net.cpp:406] res2c_branch2b_p <- res2c_branch2a_p
I0228 11:22:52.859418  9676 net.cpp:380] res2c_branch2b_p -> res2c_branch2b_p
I0228 11:22:52.861068  9676 net.cpp:122] Setting up res2c_branch2b_p
I0228 11:22:52.861088  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.861094  9676 net.cpp:137] Memory required for data: 2562719744
I0228 11:22:52.861102  9676 net.cpp:465] Sharing parameters 'res2c_branch2b_w' owned by layer 'res2c_branch2b', param index 0
I0228 11:22:52.861109  9676 layer_factory.hpp:77] Creating layer bn2c_branch2b_p
I0228 11:22:52.861119  9676 net.cpp:84] Creating Layer bn2c_branch2b_p
I0228 11:22:52.861124  9676 net.cpp:406] bn2c_branch2b_p <- res2c_branch2b_p
I0228 11:22:52.861135  9676 net.cpp:367] bn2c_branch2b_p -> res2c_branch2b_p (in-place)
I0228 11:22:52.861474  9676 net.cpp:122] Setting up bn2c_branch2b_p
I0228 11:22:52.861485  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.861490  9676 net.cpp:137] Memory required for data: 2569142272
I0228 11:22:52.861497  9676 net.cpp:465] Sharing parameters 'bn2c_branch2b_mean' owned by layer 'bn2c_branch2b', param index 0
I0228 11:22:52.861505  9676 net.cpp:465] Sharing parameters 'bn2c_branch2b_variance' owned by layer 'bn2c_branch2b', param index 1
I0228 11:22:52.861510  9676 net.cpp:465] Sharing parameters 'bn2c_branch2b_scale_factor' owned by layer 'bn2c_branch2b', param index 2
I0228 11:22:52.861516  9676 layer_factory.hpp:77] Creating layer scale2c_branch2b_p
I0228 11:22:52.861526  9676 net.cpp:84] Creating Layer scale2c_branch2b_p
I0228 11:22:52.861532  9676 net.cpp:406] scale2c_branch2b_p <- res2c_branch2b_p
I0228 11:22:52.861539  9676 net.cpp:367] scale2c_branch2b_p -> res2c_branch2b_p (in-place)
I0228 11:22:52.861603  9676 layer_factory.hpp:77] Creating layer scale2c_branch2b_p
I0228 11:22:52.861824  9676 net.cpp:122] Setting up scale2c_branch2b_p
I0228 11:22:52.861835  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.861840  9676 net.cpp:137] Memory required for data: 2575564800
I0228 11:22:52.861846  9676 net.cpp:465] Sharing parameters 'scale2c_branch2b_alpha' owned by layer 'scale2c_branch2b', param index 0
I0228 11:22:52.861853  9676 net.cpp:465] Sharing parameters 'scale2c_branch2b_beta' owned by layer 'scale2c_branch2b', param index 1
I0228 11:22:52.861860  9676 layer_factory.hpp:77] Creating layer res2c_branch2b_relu_p
I0228 11:22:52.861866  9676 net.cpp:84] Creating Layer res2c_branch2b_relu_p
I0228 11:22:52.861874  9676 net.cpp:406] res2c_branch2b_relu_p <- res2c_branch2b_p
I0228 11:22:52.861881  9676 net.cpp:367] res2c_branch2b_relu_p -> res2c_branch2b_p (in-place)
I0228 11:22:52.862160  9676 net.cpp:122] Setting up res2c_branch2b_relu_p
I0228 11:22:52.862174  9676 net.cpp:129] Top shape: 8 64 56 56 (1605632)
I0228 11:22:52.862179  9676 net.cpp:137] Memory required for data: 2581987328
I0228 11:22:52.862185  9676 layer_factory.hpp:77] Creating layer res2c_branch2c_p
I0228 11:22:52.862196  9676 net.cpp:84] Creating Layer res2c_branch2c_p
I0228 11:22:52.862202  9676 net.cpp:406] res2c_branch2c_p <- res2c_branch2b_p
I0228 11:22:52.862212  9676 net.cpp:380] res2c_branch2c_p -> res2c_branch2c_p
I0228 11:22:52.864390  9676 net.cpp:122] Setting up res2c_branch2c_p
I0228 11:22:52.864411  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.864416  9676 net.cpp:137] Memory required for data: 2607677440
I0228 11:22:52.864425  9676 net.cpp:465] Sharing parameters 'res2c_branch2c_w' owned by layer 'res2c_branch2c', param index 0
I0228 11:22:52.864431  9676 layer_factory.hpp:77] Creating layer bn2c_branch2c_p
I0228 11:22:52.864444  9676 net.cpp:84] Creating Layer bn2c_branch2c_p
I0228 11:22:52.864449  9676 net.cpp:406] bn2c_branch2c_p <- res2c_branch2c_p
I0228 11:22:52.864459  9676 net.cpp:367] bn2c_branch2c_p -> res2c_branch2c_p (in-place)
I0228 11:22:52.864790  9676 net.cpp:122] Setting up bn2c_branch2c_p
I0228 11:22:52.864801  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.864806  9676 net.cpp:137] Memory required for data: 2633367552
I0228 11:22:52.864814  9676 net.cpp:465] Sharing parameters 'bn2c_branch2c_mean' owned by layer 'bn2c_branch2c', param index 0
I0228 11:22:52.864821  9676 net.cpp:465] Sharing parameters 'bn2c_branch2c_variance' owned by layer 'bn2c_branch2c', param index 1
I0228 11:22:52.864828  9676 net.cpp:465] Sharing parameters 'bn2c_branch2c_scale_factor' owned by layer 'bn2c_branch2c', param index 2
I0228 11:22:52.864833  9676 layer_factory.hpp:77] Creating layer scale2c_branch2c_p
I0228 11:22:52.864845  9676 net.cpp:84] Creating Layer scale2c_branch2c_p
I0228 11:22:52.864851  9676 net.cpp:406] scale2c_branch2c_p <- res2c_branch2c_p
I0228 11:22:52.864858  9676 net.cpp:367] scale2c_branch2c_p -> res2c_branch2c_p (in-place)
I0228 11:22:52.864920  9676 layer_factory.hpp:77] Creating layer scale2c_branch2c_p
I0228 11:22:52.865125  9676 net.cpp:122] Setting up scale2c_branch2c_p
I0228 11:22:52.865135  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.865140  9676 net.cpp:137] Memory required for data: 2659057664
I0228 11:22:52.865147  9676 net.cpp:465] Sharing parameters 'scale2c_branch2c_alpha' owned by layer 'scale2c_branch2c', param index 0
I0228 11:22:52.865155  9676 net.cpp:465] Sharing parameters 'scale2c_branch2c_beta' owned by layer 'scale2c_branch2c', param index 1
I0228 11:22:52.865160  9676 layer_factory.hpp:77] Creating layer res2c_p
I0228 11:22:52.865170  9676 net.cpp:84] Creating Layer res2c_p
I0228 11:22:52.865176  9676 net.cpp:406] res2c_p <- res2b_p_res2b_relu_p_0_split_1
I0228 11:22:52.865183  9676 net.cpp:406] res2c_p <- res2c_branch2c_p
I0228 11:22:52.865190  9676 net.cpp:380] res2c_p -> res2c_p
I0228 11:22:52.865229  9676 net.cpp:122] Setting up res2c_p
I0228 11:22:52.865237  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.865243  9676 net.cpp:137] Memory required for data: 2684747776
I0228 11:22:52.865248  9676 layer_factory.hpp:77] Creating layer res2c_relu_p
I0228 11:22:52.865257  9676 net.cpp:84] Creating Layer res2c_relu_p
I0228 11:22:52.865262  9676 net.cpp:406] res2c_relu_p <- res2c_p
I0228 11:22:52.865272  9676 net.cpp:367] res2c_relu_p -> res2c_p (in-place)
I0228 11:22:52.865556  9676 net.cpp:122] Setting up res2c_relu_p
I0228 11:22:52.865568  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.865573  9676 net.cpp:137] Memory required for data: 2710437888
I0228 11:22:52.865579  9676 layer_factory.hpp:77] Creating layer res2c_p_res2c_relu_p_0_split
I0228 11:22:52.865589  9676 net.cpp:84] Creating Layer res2c_p_res2c_relu_p_0_split
I0228 11:22:52.865595  9676 net.cpp:406] res2c_p_res2c_relu_p_0_split <- res2c_p
I0228 11:22:52.865602  9676 net.cpp:380] res2c_p_res2c_relu_p_0_split -> res2c_p_res2c_relu_p_0_split_0
I0228 11:22:52.865612  9676 net.cpp:380] res2c_p_res2c_relu_p_0_split -> res2c_p_res2c_relu_p_0_split_1
I0228 11:22:52.865675  9676 net.cpp:122] Setting up res2c_p_res2c_relu_p_0_split
I0228 11:22:52.865684  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.865690  9676 net.cpp:129] Top shape: 8 256 56 56 (6422528)
I0228 11:22:52.865695  9676 net.cpp:137] Memory required for data: 2761818112
I0228 11:22:52.865701  9676 layer_factory.hpp:77] Creating layer res3a_branch1_p
I0228 11:22:52.865712  9676 net.cpp:84] Creating Layer res3a_branch1_p
I0228 11:22:52.865718  9676 net.cpp:406] res3a_branch1_p <- res2c_p_res2c_relu_p_0_split_0
I0228 11:22:52.865728  9676 net.cpp:380] res3a_branch1_p -> res3a_branch1_p
I0228 11:22:52.867507  9676 net.cpp:122] Setting up res3a_branch1_p
I0228 11:22:52.867525  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.867532  9676 net.cpp:137] Memory required for data: 2774663168
I0228 11:22:52.867538  9676 net.cpp:465] Sharing parameters 'res3a_branch1_w' owned by layer 'res3a_branch1', param index 0
I0228 11:22:52.867545  9676 layer_factory.hpp:77] Creating layer bn3a_branch1_p
I0228 11:22:52.867560  9676 net.cpp:84] Creating Layer bn3a_branch1_p
I0228 11:22:52.867566  9676 net.cpp:406] bn3a_branch1_p <- res3a_branch1_p
I0228 11:22:52.867576  9676 net.cpp:367] bn3a_branch1_p -> res3a_branch1_p (in-place)
I0228 11:22:52.867921  9676 net.cpp:122] Setting up bn3a_branch1_p
I0228 11:22:52.867933  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.867938  9676 net.cpp:137] Memory required for data: 2787508224
I0228 11:22:52.867944  9676 net.cpp:465] Sharing parameters 'bn3a_branch1_mean' owned by layer 'bn3a_branch1', param index 0
I0228 11:22:52.867951  9676 net.cpp:465] Sharing parameters 'bn3a_branch1_variance' owned by layer 'bn3a_branch1', param index 1
I0228 11:22:52.867957  9676 net.cpp:465] Sharing parameters 'bn3a_branch1_scale_factor' owned by layer 'bn3a_branch1', param index 2
I0228 11:22:52.867964  9676 layer_factory.hpp:77] Creating layer scale3a_branch1_p
I0228 11:22:52.867972  9676 net.cpp:84] Creating Layer scale3a_branch1_p
I0228 11:22:52.867979  9676 net.cpp:406] scale3a_branch1_p <- res3a_branch1_p
I0228 11:22:52.867985  9676 net.cpp:367] scale3a_branch1_p -> res3a_branch1_p (in-place)
I0228 11:22:52.868064  9676 layer_factory.hpp:77] Creating layer scale3a_branch1_p
I0228 11:22:52.868268  9676 net.cpp:122] Setting up scale3a_branch1_p
I0228 11:22:52.868279  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.868284  9676 net.cpp:137] Memory required for data: 2800353280
I0228 11:22:52.868290  9676 net.cpp:465] Sharing parameters 'scale3a_branch1_alpha' owned by layer 'scale3a_branch1', param index 0
I0228 11:22:52.868299  9676 net.cpp:465] Sharing parameters 'scale3a_branch1_beta' owned by layer 'scale3a_branch1', param index 1
I0228 11:22:52.868304  9676 layer_factory.hpp:77] Creating layer res3a_branch2a_p
I0228 11:22:52.868314  9676 net.cpp:84] Creating Layer res3a_branch2a_p
I0228 11:22:52.868319  9676 net.cpp:406] res3a_branch2a_p <- res2c_p_res2c_relu_p_0_split_1
I0228 11:22:52.868331  9676 net.cpp:380] res3a_branch2a_p -> res3a_branch2a_p
I0228 11:22:52.869994  9676 net.cpp:122] Setting up res3a_branch2a_p
I0228 11:22:52.870012  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.870018  9676 net.cpp:137] Memory required for data: 2803564544
I0228 11:22:52.870026  9676 net.cpp:465] Sharing parameters 'res3a_branch2a_w' owned by layer 'res3a_branch2a', param index 0
I0228 11:22:52.870033  9676 layer_factory.hpp:77] Creating layer bn3a_branch2a_p
I0228 11:22:52.870043  9676 net.cpp:84] Creating Layer bn3a_branch2a_p
I0228 11:22:52.870050  9676 net.cpp:406] bn3a_branch2a_p <- res3a_branch2a_p
I0228 11:22:52.870060  9676 net.cpp:367] bn3a_branch2a_p -> res3a_branch2a_p (in-place)
I0228 11:22:52.870388  9676 net.cpp:122] Setting up bn3a_branch2a_p
I0228 11:22:52.870399  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.870404  9676 net.cpp:137] Memory required for data: 2806775808
I0228 11:22:52.870412  9676 net.cpp:465] Sharing parameters 'bn3a_branch2a_mean' owned by layer 'bn3a_branch2a', param index 0
I0228 11:22:52.870419  9676 net.cpp:465] Sharing parameters 'bn3a_branch2a_variance' owned by layer 'bn3a_branch2a', param index 1
I0228 11:22:52.870425  9676 net.cpp:465] Sharing parameters 'bn3a_branch2a_scale_factor' owned by layer 'bn3a_branch2a', param index 2
I0228 11:22:52.870430  9676 layer_factory.hpp:77] Creating layer scale3a_branch2a_p
I0228 11:22:52.870442  9676 net.cpp:84] Creating Layer scale3a_branch2a_p
I0228 11:22:52.870448  9676 net.cpp:406] scale3a_branch2a_p <- res3a_branch2a_p
I0228 11:22:52.870455  9676 net.cpp:367] scale3a_branch2a_p -> res3a_branch2a_p (in-place)
I0228 11:22:52.870518  9676 layer_factory.hpp:77] Creating layer scale3a_branch2a_p
I0228 11:22:52.870721  9676 net.cpp:122] Setting up scale3a_branch2a_p
I0228 11:22:52.870731  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.870736  9676 net.cpp:137] Memory required for data: 2809987072
I0228 11:22:52.870743  9676 net.cpp:465] Sharing parameters 'scale3a_branch2a_alpha' owned by layer 'scale3a_branch2a', param index 0
I0228 11:22:52.870754  9676 net.cpp:465] Sharing parameters 'scale3a_branch2a_beta' owned by layer 'scale3a_branch2a', param index 1
I0228 11:22:52.870760  9676 layer_factory.hpp:77] Creating layer res3a_branch2a_relu_p
I0228 11:22:52.870767  9676 net.cpp:84] Creating Layer res3a_branch2a_relu_p
I0228 11:22:52.870774  9676 net.cpp:406] res3a_branch2a_relu_p <- res3a_branch2a_p
I0228 11:22:52.870782  9676 net.cpp:367] res3a_branch2a_relu_p -> res3a_branch2a_p (in-place)
I0228 11:22:52.871057  9676 net.cpp:122] Setting up res3a_branch2a_relu_p
I0228 11:22:52.871069  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.871074  9676 net.cpp:137] Memory required for data: 2813198336
I0228 11:22:52.871080  9676 layer_factory.hpp:77] Creating layer res3a_branch2b_p
I0228 11:22:52.871093  9676 net.cpp:84] Creating Layer res3a_branch2b_p
I0228 11:22:52.871098  9676 net.cpp:406] res3a_branch2b_p <- res3a_branch2a_p
I0228 11:22:52.871109  9676 net.cpp:380] res3a_branch2b_p -> res3a_branch2b_p
I0228 11:22:52.873298  9676 net.cpp:122] Setting up res3a_branch2b_p
I0228 11:22:52.873317  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.873322  9676 net.cpp:137] Memory required for data: 2816409600
I0228 11:22:52.873330  9676 net.cpp:465] Sharing parameters 'res3a_branch2b_w' owned by layer 'res3a_branch2b', param index 0
I0228 11:22:52.873337  9676 layer_factory.hpp:77] Creating layer bn3a_branch2b_p
I0228 11:22:52.873348  9676 net.cpp:84] Creating Layer bn3a_branch2b_p
I0228 11:22:52.873354  9676 net.cpp:406] bn3a_branch2b_p <- res3a_branch2b_p
I0228 11:22:52.873364  9676 net.cpp:367] bn3a_branch2b_p -> res3a_branch2b_p (in-place)
I0228 11:22:52.873699  9676 net.cpp:122] Setting up bn3a_branch2b_p
I0228 11:22:52.873710  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.873715  9676 net.cpp:137] Memory required for data: 2819620864
I0228 11:22:52.873723  9676 net.cpp:465] Sharing parameters 'bn3a_branch2b_mean' owned by layer 'bn3a_branch2b', param index 0
I0228 11:22:52.873730  9676 net.cpp:465] Sharing parameters 'bn3a_branch2b_variance' owned by layer 'bn3a_branch2b', param index 1
I0228 11:22:52.873737  9676 net.cpp:465] Sharing parameters 'bn3a_branch2b_scale_factor' owned by layer 'bn3a_branch2b', param index 2
I0228 11:22:52.873742  9676 layer_factory.hpp:77] Creating layer scale3a_branch2b_p
I0228 11:22:52.873754  9676 net.cpp:84] Creating Layer scale3a_branch2b_p
I0228 11:22:52.873759  9676 net.cpp:406] scale3a_branch2b_p <- res3a_branch2b_p
I0228 11:22:52.873766  9676 net.cpp:367] scale3a_branch2b_p -> res3a_branch2b_p (in-place)
I0228 11:22:52.873829  9676 layer_factory.hpp:77] Creating layer scale3a_branch2b_p
I0228 11:22:52.874029  9676 net.cpp:122] Setting up scale3a_branch2b_p
I0228 11:22:52.874039  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.874044  9676 net.cpp:137] Memory required for data: 2822832128
I0228 11:22:52.874052  9676 net.cpp:465] Sharing parameters 'scale3a_branch2b_alpha' owned by layer 'scale3a_branch2b', param index 0
I0228 11:22:52.874058  9676 net.cpp:465] Sharing parameters 'scale3a_branch2b_beta' owned by layer 'scale3a_branch2b', param index 1
I0228 11:22:52.874064  9676 layer_factory.hpp:77] Creating layer res3a_branch2b_relu_p
I0228 11:22:52.874073  9676 net.cpp:84] Creating Layer res3a_branch2b_relu_p
I0228 11:22:52.874078  9676 net.cpp:406] res3a_branch2b_relu_p <- res3a_branch2b_p
I0228 11:22:52.874086  9676 net.cpp:367] res3a_branch2b_relu_p -> res3a_branch2b_p (in-place)
I0228 11:22:52.874382  9676 net.cpp:122] Setting up res3a_branch2b_relu_p
I0228 11:22:52.874395  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.874400  9676 net.cpp:137] Memory required for data: 2826043392
I0228 11:22:52.874405  9676 layer_factory.hpp:77] Creating layer res3a_branch2c_p
I0228 11:22:52.874418  9676 net.cpp:84] Creating Layer res3a_branch2c_p
I0228 11:22:52.874423  9676 net.cpp:406] res3a_branch2c_p <- res3a_branch2b_p
I0228 11:22:52.874433  9676 net.cpp:380] res3a_branch2c_p -> res3a_branch2c_p
I0228 11:22:52.876142  9676 net.cpp:122] Setting up res3a_branch2c_p
I0228 11:22:52.876164  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.876170  9676 net.cpp:137] Memory required for data: 2838888448
I0228 11:22:52.876178  9676 net.cpp:465] Sharing parameters 'res3a_branch2c_w' owned by layer 'res3a_branch2c', param index 0
I0228 11:22:52.876184  9676 layer_factory.hpp:77] Creating layer bn3a_branch2c_p
I0228 11:22:52.876197  9676 net.cpp:84] Creating Layer bn3a_branch2c_p
I0228 11:22:52.876204  9676 net.cpp:406] bn3a_branch2c_p <- res3a_branch2c_p
I0228 11:22:52.876212  9676 net.cpp:367] bn3a_branch2c_p -> res3a_branch2c_p (in-place)
I0228 11:22:52.876562  9676 net.cpp:122] Setting up bn3a_branch2c_p
I0228 11:22:52.876574  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.876579  9676 net.cpp:137] Memory required for data: 2851733504
I0228 11:22:52.876585  9676 net.cpp:465] Sharing parameters 'bn3a_branch2c_mean' owned by layer 'bn3a_branch2c', param index 0
I0228 11:22:52.876592  9676 net.cpp:465] Sharing parameters 'bn3a_branch2c_variance' owned by layer 'bn3a_branch2c', param index 1
I0228 11:22:52.876600  9676 net.cpp:465] Sharing parameters 'bn3a_branch2c_scale_factor' owned by layer 'bn3a_branch2c', param index 2
I0228 11:22:52.876605  9676 layer_factory.hpp:77] Creating layer scale3a_branch2c_p
I0228 11:22:52.876615  9676 net.cpp:84] Creating Layer scale3a_branch2c_p
I0228 11:22:52.876619  9676 net.cpp:406] scale3a_branch2c_p <- res3a_branch2c_p
I0228 11:22:52.876629  9676 net.cpp:367] scale3a_branch2c_p -> res3a_branch2c_p (in-place)
I0228 11:22:52.876706  9676 layer_factory.hpp:77] Creating layer scale3a_branch2c_p
I0228 11:22:52.876914  9676 net.cpp:122] Setting up scale3a_branch2c_p
I0228 11:22:52.876924  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.876929  9676 net.cpp:137] Memory required for data: 2864578560
I0228 11:22:52.876935  9676 net.cpp:465] Sharing parameters 'scale3a_branch2c_alpha' owned by layer 'scale3a_branch2c', param index 0
I0228 11:22:52.876943  9676 net.cpp:465] Sharing parameters 'scale3a_branch2c_beta' owned by layer 'scale3a_branch2c', param index 1
I0228 11:22:52.876948  9676 layer_factory.hpp:77] Creating layer res3a_p
I0228 11:22:52.876956  9676 net.cpp:84] Creating Layer res3a_p
I0228 11:22:52.876962  9676 net.cpp:406] res3a_p <- res3a_branch1_p
I0228 11:22:52.876969  9676 net.cpp:406] res3a_p <- res3a_branch2c_p
I0228 11:22:52.876976  9676 net.cpp:380] res3a_p -> res3a_p
I0228 11:22:52.877017  9676 net.cpp:122] Setting up res3a_p
I0228 11:22:52.877024  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.877029  9676 net.cpp:137] Memory required for data: 2877423616
I0228 11:22:52.877034  9676 layer_factory.hpp:77] Creating layer res3a_relu_p
I0228 11:22:52.877043  9676 net.cpp:84] Creating Layer res3a_relu_p
I0228 11:22:52.877049  9676 net.cpp:406] res3a_relu_p <- res3a_p
I0228 11:22:52.877055  9676 net.cpp:367] res3a_relu_p -> res3a_p (in-place)
I0228 11:22:52.877812  9676 net.cpp:122] Setting up res3a_relu_p
I0228 11:22:52.877830  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.877835  9676 net.cpp:137] Memory required for data: 2890268672
I0228 11:22:52.877840  9676 layer_factory.hpp:77] Creating layer res3a_p_res3a_relu_p_0_split
I0228 11:22:52.877851  9676 net.cpp:84] Creating Layer res3a_p_res3a_relu_p_0_split
I0228 11:22:52.877857  9676 net.cpp:406] res3a_p_res3a_relu_p_0_split <- res3a_p
I0228 11:22:52.877866  9676 net.cpp:380] res3a_p_res3a_relu_p_0_split -> res3a_p_res3a_relu_p_0_split_0
I0228 11:22:52.877876  9676 net.cpp:380] res3a_p_res3a_relu_p_0_split -> res3a_p_res3a_relu_p_0_split_1
I0228 11:22:52.877943  9676 net.cpp:122] Setting up res3a_p_res3a_relu_p_0_split
I0228 11:22:52.877952  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.877959  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.877964  9676 net.cpp:137] Memory required for data: 2915958784
I0228 11:22:52.877969  9676 layer_factory.hpp:77] Creating layer res3b_branch2a_p
I0228 11:22:52.877980  9676 net.cpp:84] Creating Layer res3b_branch2a_p
I0228 11:22:52.877990  9676 net.cpp:406] res3b_branch2a_p <- res3a_p_res3a_relu_p_0_split_0
I0228 11:22:52.878000  9676 net.cpp:380] res3b_branch2a_p -> res3b_branch2a_p
I0228 11:22:52.880384  9676 net.cpp:122] Setting up res3b_branch2a_p
I0228 11:22:52.880406  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.880411  9676 net.cpp:137] Memory required for data: 2919170048
I0228 11:22:52.880419  9676 net.cpp:465] Sharing parameters 'res3b_branch2a_w' owned by layer 'res3b_branch2a', param index 0
I0228 11:22:52.880425  9676 layer_factory.hpp:77] Creating layer bn3b_branch2a_p
I0228 11:22:52.880435  9676 net.cpp:84] Creating Layer bn3b_branch2a_p
I0228 11:22:52.880441  9676 net.cpp:406] bn3b_branch2a_p <- res3b_branch2a_p
I0228 11:22:52.880450  9676 net.cpp:367] bn3b_branch2a_p -> res3b_branch2a_p (in-place)
I0228 11:22:52.880779  9676 net.cpp:122] Setting up bn3b_branch2a_p
I0228 11:22:52.880789  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.880795  9676 net.cpp:137] Memory required for data: 2922381312
I0228 11:22:52.880801  9676 net.cpp:465] Sharing parameters 'bn3b_branch2a_mean' owned by layer 'bn3b_branch2a', param index 0
I0228 11:22:52.880810  9676 net.cpp:465] Sharing parameters 'bn3b_branch2a_variance' owned by layer 'bn3b_branch2a', param index 1
I0228 11:22:52.880815  9676 net.cpp:465] Sharing parameters 'bn3b_branch2a_scale_factor' owned by layer 'bn3b_branch2a', param index 2
I0228 11:22:52.880820  9676 layer_factory.hpp:77] Creating layer scale3b_branch2a_p
I0228 11:22:52.880830  9676 net.cpp:84] Creating Layer scale3b_branch2a_p
I0228 11:22:52.880834  9676 net.cpp:406] scale3b_branch2a_p <- res3b_branch2a_p
I0228 11:22:52.880844  9676 net.cpp:367] scale3b_branch2a_p -> res3b_branch2a_p (in-place)
I0228 11:22:52.880905  9676 layer_factory.hpp:77] Creating layer scale3b_branch2a_p
I0228 11:22:52.881108  9676 net.cpp:122] Setting up scale3b_branch2a_p
I0228 11:22:52.881119  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.881124  9676 net.cpp:137] Memory required for data: 2925592576
I0228 11:22:52.881131  9676 net.cpp:465] Sharing parameters 'scale3b_branch2a_alpha' owned by layer 'scale3b_branch2a', param index 0
I0228 11:22:52.881139  9676 net.cpp:465] Sharing parameters 'scale3b_branch2a_beta' owned by layer 'scale3b_branch2a', param index 1
I0228 11:22:52.881145  9676 layer_factory.hpp:77] Creating layer res3b_branch2a_relu_p
I0228 11:22:52.881152  9676 net.cpp:84] Creating Layer res3b_branch2a_relu_p
I0228 11:22:52.881157  9676 net.cpp:406] res3b_branch2a_relu_p <- res3b_branch2a_p
I0228 11:22:52.881166  9676 net.cpp:367] res3b_branch2a_relu_p -> res3b_branch2a_p (in-place)
I0228 11:22:52.881922  9676 net.cpp:122] Setting up res3b_branch2a_relu_p
I0228 11:22:52.881939  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.881944  9676 net.cpp:137] Memory required for data: 2928803840
I0228 11:22:52.881949  9676 layer_factory.hpp:77] Creating layer res3b_branch2b_p
I0228 11:22:52.881963  9676 net.cpp:84] Creating Layer res3b_branch2b_p
I0228 11:22:52.881969  9676 net.cpp:406] res3b_branch2b_p <- res3b_branch2a_p
I0228 11:22:52.881980  9676 net.cpp:380] res3b_branch2b_p -> res3b_branch2b_p
I0228 11:22:52.885356  9676 net.cpp:122] Setting up res3b_branch2b_p
I0228 11:22:52.885375  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.885381  9676 net.cpp:137] Memory required for data: 2932015104
I0228 11:22:52.885390  9676 net.cpp:465] Sharing parameters 'res3b_branch2b_w' owned by layer 'res3b_branch2b', param index 0
I0228 11:22:52.885396  9676 layer_factory.hpp:77] Creating layer bn3b_branch2b_p
I0228 11:22:52.885408  9676 net.cpp:84] Creating Layer bn3b_branch2b_p
I0228 11:22:52.885416  9676 net.cpp:406] bn3b_branch2b_p <- res3b_branch2b_p
I0228 11:22:52.885426  9676 net.cpp:367] bn3b_branch2b_p -> res3b_branch2b_p (in-place)
I0228 11:22:52.885757  9676 net.cpp:122] Setting up bn3b_branch2b_p
I0228 11:22:52.885767  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.885773  9676 net.cpp:137] Memory required for data: 2935226368
I0228 11:22:52.885784  9676 net.cpp:465] Sharing parameters 'bn3b_branch2b_mean' owned by layer 'bn3b_branch2b', param index 0
I0228 11:22:52.885792  9676 net.cpp:465] Sharing parameters 'bn3b_branch2b_variance' owned by layer 'bn3b_branch2b', param index 1
I0228 11:22:52.885798  9676 net.cpp:465] Sharing parameters 'bn3b_branch2b_scale_factor' owned by layer 'bn3b_branch2b', param index 2
I0228 11:22:52.885804  9676 layer_factory.hpp:77] Creating layer scale3b_branch2b_p
I0228 11:22:52.885815  9676 net.cpp:84] Creating Layer scale3b_branch2b_p
I0228 11:22:52.885820  9676 net.cpp:406] scale3b_branch2b_p <- res3b_branch2b_p
I0228 11:22:52.885828  9676 net.cpp:367] scale3b_branch2b_p -> res3b_branch2b_p (in-place)
I0228 11:22:52.885891  9676 layer_factory.hpp:77] Creating layer scale3b_branch2b_p
I0228 11:22:52.886096  9676 net.cpp:122] Setting up scale3b_branch2b_p
I0228 11:22:52.886116  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.886121  9676 net.cpp:137] Memory required for data: 2938437632
I0228 11:22:52.886129  9676 net.cpp:465] Sharing parameters 'scale3b_branch2b_alpha' owned by layer 'scale3b_branch2b', param index 0
I0228 11:22:52.886137  9676 net.cpp:465] Sharing parameters 'scale3b_branch2b_beta' owned by layer 'scale3b_branch2b', param index 1
I0228 11:22:52.886142  9676 layer_factory.hpp:77] Creating layer res3b_branch2b_relu_p
I0228 11:22:52.886153  9676 net.cpp:84] Creating Layer res3b_branch2b_relu_p
I0228 11:22:52.886159  9676 net.cpp:406] res3b_branch2b_relu_p <- res3b_branch2b_p
I0228 11:22:52.886167  9676 net.cpp:367] res3b_branch2b_relu_p -> res3b_branch2b_p (in-place)
I0228 11:22:52.886454  9676 net.cpp:122] Setting up res3b_branch2b_relu_p
I0228 11:22:52.886466  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.886472  9676 net.cpp:137] Memory required for data: 2941648896
I0228 11:22:52.886477  9676 layer_factory.hpp:77] Creating layer res3b_branch2c_p
I0228 11:22:52.886489  9676 net.cpp:84] Creating Layer res3b_branch2c_p
I0228 11:22:52.886495  9676 net.cpp:406] res3b_branch2c_p <- res3b_branch2b_p
I0228 11:22:52.886505  9676 net.cpp:380] res3b_branch2c_p -> res3b_branch2c_p
I0228 11:22:52.888236  9676 net.cpp:122] Setting up res3b_branch2c_p
I0228 11:22:52.888255  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.888262  9676 net.cpp:137] Memory required for data: 2954493952
I0228 11:22:52.888269  9676 net.cpp:465] Sharing parameters 'res3b_branch2c_w' owned by layer 'res3b_branch2c', param index 0
I0228 11:22:52.888275  9676 layer_factory.hpp:77] Creating layer bn3b_branch2c_p
I0228 11:22:52.888288  9676 net.cpp:84] Creating Layer bn3b_branch2c_p
I0228 11:22:52.888293  9676 net.cpp:406] bn3b_branch2c_p <- res3b_branch2c_p
I0228 11:22:52.888303  9676 net.cpp:367] bn3b_branch2c_p -> res3b_branch2c_p (in-place)
I0228 11:22:52.888646  9676 net.cpp:122] Setting up bn3b_branch2c_p
I0228 11:22:52.888656  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.888661  9676 net.cpp:137] Memory required for data: 2967339008
I0228 11:22:52.888669  9676 net.cpp:465] Sharing parameters 'bn3b_branch2c_mean' owned by layer 'bn3b_branch2c', param index 0
I0228 11:22:52.888676  9676 net.cpp:465] Sharing parameters 'bn3b_branch2c_variance' owned by layer 'bn3b_branch2c', param index 1
I0228 11:22:52.888682  9676 net.cpp:465] Sharing parameters 'bn3b_branch2c_scale_factor' owned by layer 'bn3b_branch2c', param index 2
I0228 11:22:52.888689  9676 layer_factory.hpp:77] Creating layer scale3b_branch2c_p
I0228 11:22:52.888700  9676 net.cpp:84] Creating Layer scale3b_branch2c_p
I0228 11:22:52.888705  9676 net.cpp:406] scale3b_branch2c_p <- res3b_branch2c_p
I0228 11:22:52.888711  9676 net.cpp:367] scale3b_branch2c_p -> res3b_branch2c_p (in-place)
I0228 11:22:52.888790  9676 layer_factory.hpp:77] Creating layer scale3b_branch2c_p
I0228 11:22:52.889001  9676 net.cpp:122] Setting up scale3b_branch2c_p
I0228 11:22:52.889011  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.889016  9676 net.cpp:137] Memory required for data: 2980184064
I0228 11:22:52.889026  9676 net.cpp:465] Sharing parameters 'scale3b_branch2c_alpha' owned by layer 'scale3b_branch2c', param index 0
I0228 11:22:52.889034  9676 net.cpp:465] Sharing parameters 'scale3b_branch2c_beta' owned by layer 'scale3b_branch2c', param index 1
I0228 11:22:52.889040  9676 layer_factory.hpp:77] Creating layer res3b_p
I0228 11:22:52.889048  9676 net.cpp:84] Creating Layer res3b_p
I0228 11:22:52.889055  9676 net.cpp:406] res3b_p <- res3a_p_res3a_relu_p_0_split_1
I0228 11:22:52.889061  9676 net.cpp:406] res3b_p <- res3b_branch2c_p
I0228 11:22:52.889070  9676 net.cpp:380] res3b_p -> res3b_p
I0228 11:22:52.889111  9676 net.cpp:122] Setting up res3b_p
I0228 11:22:52.889119  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.889124  9676 net.cpp:137] Memory required for data: 2993029120
I0228 11:22:52.889129  9676 layer_factory.hpp:77] Creating layer res3b_relu_p
I0228 11:22:52.889137  9676 net.cpp:84] Creating Layer res3b_relu_p
I0228 11:22:52.889142  9676 net.cpp:406] res3b_relu_p <- res3b_p
I0228 11:22:52.889149  9676 net.cpp:367] res3b_relu_p -> res3b_p (in-place)
I0228 11:22:52.889422  9676 net.cpp:122] Setting up res3b_relu_p
I0228 11:22:52.889436  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.889441  9676 net.cpp:137] Memory required for data: 3005874176
I0228 11:22:52.889446  9676 layer_factory.hpp:77] Creating layer res3b_p_res3b_relu_p_0_split
I0228 11:22:52.889454  9676 net.cpp:84] Creating Layer res3b_p_res3b_relu_p_0_split
I0228 11:22:52.889459  9676 net.cpp:406] res3b_p_res3b_relu_p_0_split <- res3b_p
I0228 11:22:52.889467  9676 net.cpp:380] res3b_p_res3b_relu_p_0_split -> res3b_p_res3b_relu_p_0_split_0
I0228 11:22:52.889478  9676 net.cpp:380] res3b_p_res3b_relu_p_0_split -> res3b_p_res3b_relu_p_0_split_1
I0228 11:22:52.889541  9676 net.cpp:122] Setting up res3b_p_res3b_relu_p_0_split
I0228 11:22:52.889550  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.889556  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.889561  9676 net.cpp:137] Memory required for data: 3031564288
I0228 11:22:52.889567  9676 layer_factory.hpp:77] Creating layer res3c_branch2a_p
I0228 11:22:52.889581  9676 net.cpp:84] Creating Layer res3c_branch2a_p
I0228 11:22:52.889587  9676 net.cpp:406] res3c_branch2a_p <- res3b_p_res3b_relu_p_0_split_0
I0228 11:22:52.889596  9676 net.cpp:380] res3c_branch2a_p -> res3c_branch2a_p
I0228 11:22:52.891319  9676 net.cpp:122] Setting up res3c_branch2a_p
I0228 11:22:52.891337  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.891342  9676 net.cpp:137] Memory required for data: 3034775552
I0228 11:22:52.891350  9676 net.cpp:465] Sharing parameters 'res3c_branch2a_w' owned by layer 'res3c_branch2a', param index 0
I0228 11:22:52.891356  9676 layer_factory.hpp:77] Creating layer bn3c_branch2a_p
I0228 11:22:52.891368  9676 net.cpp:84] Creating Layer bn3c_branch2a_p
I0228 11:22:52.891373  9676 net.cpp:406] bn3c_branch2a_p <- res3c_branch2a_p
I0228 11:22:52.891384  9676 net.cpp:367] bn3c_branch2a_p -> res3c_branch2a_p (in-place)
I0228 11:22:52.891711  9676 net.cpp:122] Setting up bn3c_branch2a_p
I0228 11:22:52.891722  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.891727  9676 net.cpp:137] Memory required for data: 3037986816
I0228 11:22:52.891736  9676 net.cpp:465] Sharing parameters 'bn3c_branch2a_mean' owned by layer 'bn3c_branch2a', param index 0
I0228 11:22:52.891742  9676 net.cpp:465] Sharing parameters 'bn3c_branch2a_variance' owned by layer 'bn3c_branch2a', param index 1
I0228 11:22:52.891748  9676 net.cpp:465] Sharing parameters 'bn3c_branch2a_scale_factor' owned by layer 'bn3c_branch2a', param index 2
I0228 11:22:52.891754  9676 layer_factory.hpp:77] Creating layer scale3c_branch2a_p
I0228 11:22:52.891764  9676 net.cpp:84] Creating Layer scale3c_branch2a_p
I0228 11:22:52.891770  9676 net.cpp:406] scale3c_branch2a_p <- res3c_branch2a_p
I0228 11:22:52.891777  9676 net.cpp:367] scale3c_branch2a_p -> res3c_branch2a_p (in-place)
I0228 11:22:52.891839  9676 layer_factory.hpp:77] Creating layer scale3c_branch2a_p
I0228 11:22:52.892047  9676 net.cpp:122] Setting up scale3c_branch2a_p
I0228 11:22:52.892057  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.892062  9676 net.cpp:137] Memory required for data: 3041198080
I0228 11:22:52.892069  9676 net.cpp:465] Sharing parameters 'scale3c_branch2a_alpha' owned by layer 'scale3c_branch2a', param index 0
I0228 11:22:52.892077  9676 net.cpp:465] Sharing parameters 'scale3c_branch2a_beta' owned by layer 'scale3c_branch2a', param index 1
I0228 11:22:52.892082  9676 layer_factory.hpp:77] Creating layer res3c_branch2a_relu_p
I0228 11:22:52.892091  9676 net.cpp:84] Creating Layer res3c_branch2a_relu_p
I0228 11:22:52.892097  9676 net.cpp:406] res3c_branch2a_relu_p <- res3c_branch2a_p
I0228 11:22:52.892104  9676 net.cpp:367] res3c_branch2a_relu_p -> res3c_branch2a_p (in-place)
I0228 11:22:52.892381  9676 net.cpp:122] Setting up res3c_branch2a_relu_p
I0228 11:22:52.892392  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.892397  9676 net.cpp:137] Memory required for data: 3044409344
I0228 11:22:52.892402  9676 layer_factory.hpp:77] Creating layer res3c_branch2b_p
I0228 11:22:52.892415  9676 net.cpp:84] Creating Layer res3c_branch2b_p
I0228 11:22:52.892421  9676 net.cpp:406] res3c_branch2b_p <- res3c_branch2a_p
I0228 11:22:52.892431  9676 net.cpp:380] res3c_branch2b_p -> res3c_branch2b_p
I0228 11:22:52.894642  9676 net.cpp:122] Setting up res3c_branch2b_p
I0228 11:22:52.894664  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.894668  9676 net.cpp:137] Memory required for data: 3047620608
I0228 11:22:52.894676  9676 net.cpp:465] Sharing parameters 'res3c_branch2b_w' owned by layer 'res3c_branch2b', param index 0
I0228 11:22:52.894683  9676 layer_factory.hpp:77] Creating layer bn3c_branch2b_p
I0228 11:22:52.894695  9676 net.cpp:84] Creating Layer bn3c_branch2b_p
I0228 11:22:52.894701  9676 net.cpp:406] bn3c_branch2b_p <- res3c_branch2b_p
I0228 11:22:52.894709  9676 net.cpp:367] bn3c_branch2b_p -> res3c_branch2b_p (in-place)
I0228 11:22:52.895047  9676 net.cpp:122] Setting up bn3c_branch2b_p
I0228 11:22:52.895058  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.895062  9676 net.cpp:137] Memory required for data: 3050831872
I0228 11:22:52.895071  9676 net.cpp:465] Sharing parameters 'bn3c_branch2b_mean' owned by layer 'bn3c_branch2b', param index 0
I0228 11:22:52.895077  9676 net.cpp:465] Sharing parameters 'bn3c_branch2b_variance' owned by layer 'bn3c_branch2b', param index 1
I0228 11:22:52.895084  9676 net.cpp:465] Sharing parameters 'bn3c_branch2b_scale_factor' owned by layer 'bn3c_branch2b', param index 2
I0228 11:22:52.895089  9676 layer_factory.hpp:77] Creating layer scale3c_branch2b_p
I0228 11:22:52.895098  9676 net.cpp:84] Creating Layer scale3c_branch2b_p
I0228 11:22:52.895104  9676 net.cpp:406] scale3c_branch2b_p <- res3c_branch2b_p
I0228 11:22:52.895113  9676 net.cpp:367] scale3c_branch2b_p -> res3c_branch2b_p (in-place)
I0228 11:22:52.895176  9676 layer_factory.hpp:77] Creating layer scale3c_branch2b_p
I0228 11:22:52.895380  9676 net.cpp:122] Setting up scale3c_branch2b_p
I0228 11:22:52.895390  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.895395  9676 net.cpp:137] Memory required for data: 3054043136
I0228 11:22:52.895401  9676 net.cpp:465] Sharing parameters 'scale3c_branch2b_alpha' owned by layer 'scale3c_branch2b', param index 0
I0228 11:22:52.895409  9676 net.cpp:465] Sharing parameters 'scale3c_branch2b_beta' owned by layer 'scale3c_branch2b', param index 1
I0228 11:22:52.895416  9676 layer_factory.hpp:77] Creating layer res3c_branch2b_relu_p
I0228 11:22:52.895422  9676 net.cpp:84] Creating Layer res3c_branch2b_relu_p
I0228 11:22:52.895427  9676 net.cpp:406] res3c_branch2b_relu_p <- res3c_branch2b_p
I0228 11:22:52.895437  9676 net.cpp:367] res3c_branch2b_relu_p -> res3c_branch2b_p (in-place)
I0228 11:22:52.895730  9676 net.cpp:122] Setting up res3c_branch2b_relu_p
I0228 11:22:52.895741  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.895746  9676 net.cpp:137] Memory required for data: 3057254400
I0228 11:22:52.895756  9676 layer_factory.hpp:77] Creating layer res3c_branch2c_p
I0228 11:22:52.895771  9676 net.cpp:84] Creating Layer res3c_branch2c_p
I0228 11:22:52.895777  9676 net.cpp:406] res3c_branch2c_p <- res3c_branch2b_p
I0228 11:22:52.895787  9676 net.cpp:380] res3c_branch2c_p -> res3c_branch2c_p
I0228 11:22:52.897522  9676 net.cpp:122] Setting up res3c_branch2c_p
I0228 11:22:52.897541  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.897547  9676 net.cpp:137] Memory required for data: 3070099456
I0228 11:22:52.897554  9676 net.cpp:465] Sharing parameters 'res3c_branch2c_w' owned by layer 'res3c_branch2c', param index 0
I0228 11:22:52.897562  9676 layer_factory.hpp:77] Creating layer bn3c_branch2c_p
I0228 11:22:52.897573  9676 net.cpp:84] Creating Layer bn3c_branch2c_p
I0228 11:22:52.897579  9676 net.cpp:406] bn3c_branch2c_p <- res3c_branch2c_p
I0228 11:22:52.897588  9676 net.cpp:367] bn3c_branch2c_p -> res3c_branch2c_p (in-place)
I0228 11:22:52.897938  9676 net.cpp:122] Setting up bn3c_branch2c_p
I0228 11:22:52.897948  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.897953  9676 net.cpp:137] Memory required for data: 3082944512
I0228 11:22:52.897961  9676 net.cpp:465] Sharing parameters 'bn3c_branch2c_mean' owned by layer 'bn3c_branch2c', param index 0
I0228 11:22:52.897969  9676 net.cpp:465] Sharing parameters 'bn3c_branch2c_variance' owned by layer 'bn3c_branch2c', param index 1
I0228 11:22:52.897974  9676 net.cpp:465] Sharing parameters 'bn3c_branch2c_scale_factor' owned by layer 'bn3c_branch2c', param index 2
I0228 11:22:52.897980  9676 layer_factory.hpp:77] Creating layer scale3c_branch2c_p
I0228 11:22:52.897990  9676 net.cpp:84] Creating Layer scale3c_branch2c_p
I0228 11:22:52.897995  9676 net.cpp:406] scale3c_branch2c_p <- res3c_branch2c_p
I0228 11:22:52.898003  9676 net.cpp:367] scale3c_branch2c_p -> res3c_branch2c_p (in-place)
I0228 11:22:52.898082  9676 layer_factory.hpp:77] Creating layer scale3c_branch2c_p
I0228 11:22:52.898305  9676 net.cpp:122] Setting up scale3c_branch2c_p
I0228 11:22:52.898315  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.898321  9676 net.cpp:137] Memory required for data: 3095789568
I0228 11:22:52.898329  9676 net.cpp:465] Sharing parameters 'scale3c_branch2c_alpha' owned by layer 'scale3c_branch2c', param index 0
I0228 11:22:52.898335  9676 net.cpp:465] Sharing parameters 'scale3c_branch2c_beta' owned by layer 'scale3c_branch2c', param index 1
I0228 11:22:52.898340  9676 layer_factory.hpp:77] Creating layer res3c_p
I0228 11:22:52.898349  9676 net.cpp:84] Creating Layer res3c_p
I0228 11:22:52.898355  9676 net.cpp:406] res3c_p <- res3b_p_res3b_relu_p_0_split_1
I0228 11:22:52.898361  9676 net.cpp:406] res3c_p <- res3c_branch2c_p
I0228 11:22:52.898370  9676 net.cpp:380] res3c_p -> res3c_p
I0228 11:22:52.898408  9676 net.cpp:122] Setting up res3c_p
I0228 11:22:52.898417  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.898422  9676 net.cpp:137] Memory required for data: 3108634624
I0228 11:22:52.898427  9676 layer_factory.hpp:77] Creating layer res3c_relu_p
I0228 11:22:52.898437  9676 net.cpp:84] Creating Layer res3c_relu_p
I0228 11:22:52.898442  9676 net.cpp:406] res3c_relu_p <- res3c_p
I0228 11:22:52.898448  9676 net.cpp:367] res3c_relu_p -> res3c_p (in-place)
I0228 11:22:52.899215  9676 net.cpp:122] Setting up res3c_relu_p
I0228 11:22:52.899233  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.899238  9676 net.cpp:137] Memory required for data: 3121479680
I0228 11:22:52.899245  9676 layer_factory.hpp:77] Creating layer res3c_p_res3c_relu_p_0_split
I0228 11:22:52.899255  9676 net.cpp:84] Creating Layer res3c_p_res3c_relu_p_0_split
I0228 11:22:52.899260  9676 net.cpp:406] res3c_p_res3c_relu_p_0_split <- res3c_p
I0228 11:22:52.899269  9676 net.cpp:380] res3c_p_res3c_relu_p_0_split -> res3c_p_res3c_relu_p_0_split_0
I0228 11:22:52.899283  9676 net.cpp:380] res3c_p_res3c_relu_p_0_split -> res3c_p_res3c_relu_p_0_split_1
I0228 11:22:52.899348  9676 net.cpp:122] Setting up res3c_p_res3c_relu_p_0_split
I0228 11:22:52.899363  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.899370  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.899374  9676 net.cpp:137] Memory required for data: 3147169792
I0228 11:22:52.899380  9676 layer_factory.hpp:77] Creating layer res3d_branch2a_p
I0228 11:22:52.899394  9676 net.cpp:84] Creating Layer res3d_branch2a_p
I0228 11:22:52.899399  9676 net.cpp:406] res3d_branch2a_p <- res3c_p_res3c_relu_p_0_split_0
I0228 11:22:52.899408  9676 net.cpp:380] res3d_branch2a_p -> res3d_branch2a_p
I0228 11:22:52.900629  9676 net.cpp:122] Setting up res3d_branch2a_p
I0228 11:22:52.900646  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.900651  9676 net.cpp:137] Memory required for data: 3150381056
I0228 11:22:52.900658  9676 net.cpp:465] Sharing parameters 'res3d_branch2a_w' owned by layer 'res3d_branch2a', param index 0
I0228 11:22:52.900665  9676 layer_factory.hpp:77] Creating layer bn3d_branch2a_p
I0228 11:22:52.900674  9676 net.cpp:84] Creating Layer bn3d_branch2a_p
I0228 11:22:52.900681  9676 net.cpp:406] bn3d_branch2a_p <- res3d_branch2a_p
I0228 11:22:52.900689  9676 net.cpp:367] bn3d_branch2a_p -> res3d_branch2a_p (in-place)
I0228 11:22:52.901021  9676 net.cpp:122] Setting up bn3d_branch2a_p
I0228 11:22:52.901032  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.901037  9676 net.cpp:137] Memory required for data: 3153592320
I0228 11:22:52.901044  9676 net.cpp:465] Sharing parameters 'bn3d_branch2a_mean' owned by layer 'bn3d_branch2a', param index 0
I0228 11:22:52.901051  9676 net.cpp:465] Sharing parameters 'bn3d_branch2a_variance' owned by layer 'bn3d_branch2a', param index 1
I0228 11:22:52.901058  9676 net.cpp:465] Sharing parameters 'bn3d_branch2a_scale_factor' owned by layer 'bn3d_branch2a', param index 2
I0228 11:22:52.901064  9676 layer_factory.hpp:77] Creating layer scale3d_branch2a_p
I0228 11:22:52.901072  9676 net.cpp:84] Creating Layer scale3d_branch2a_p
I0228 11:22:52.901077  9676 net.cpp:406] scale3d_branch2a_p <- res3d_branch2a_p
I0228 11:22:52.901087  9676 net.cpp:367] scale3d_branch2a_p -> res3d_branch2a_p (in-place)
I0228 11:22:52.901149  9676 layer_factory.hpp:77] Creating layer scale3d_branch2a_p
I0228 11:22:52.901353  9676 net.cpp:122] Setting up scale3d_branch2a_p
I0228 11:22:52.901363  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.901368  9676 net.cpp:137] Memory required for data: 3156803584
I0228 11:22:52.901376  9676 net.cpp:465] Sharing parameters 'scale3d_branch2a_alpha' owned by layer 'scale3d_branch2a', param index 0
I0228 11:22:52.901382  9676 net.cpp:465] Sharing parameters 'scale3d_branch2a_beta' owned by layer 'scale3d_branch2a', param index 1
I0228 11:22:52.901388  9676 layer_factory.hpp:77] Creating layer res3d_branch2a_relu_p
I0228 11:22:52.901396  9676 net.cpp:84] Creating Layer res3d_branch2a_relu_p
I0228 11:22:52.901401  9676 net.cpp:406] res3d_branch2a_relu_p <- res3d_branch2a_p
I0228 11:22:52.901410  9676 net.cpp:367] res3d_branch2a_relu_p -> res3d_branch2a_p (in-place)
I0228 11:22:52.902181  9676 net.cpp:122] Setting up res3d_branch2a_relu_p
I0228 11:22:52.902199  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.902205  9676 net.cpp:137] Memory required for data: 3160014848
I0228 11:22:52.902210  9676 layer_factory.hpp:77] Creating layer res3d_branch2b_p
I0228 11:22:52.902223  9676 net.cpp:84] Creating Layer res3d_branch2b_p
I0228 11:22:52.902230  9676 net.cpp:406] res3d_branch2b_p <- res3d_branch2a_p
I0228 11:22:52.902241  9676 net.cpp:380] res3d_branch2b_p -> res3d_branch2b_p
I0228 11:22:52.904479  9676 net.cpp:122] Setting up res3d_branch2b_p
I0228 11:22:52.904498  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.904503  9676 net.cpp:137] Memory required for data: 3163226112
I0228 11:22:52.904511  9676 net.cpp:465] Sharing parameters 'res3d_branch2b_w' owned by layer 'res3d_branch2b', param index 0
I0228 11:22:52.904518  9676 layer_factory.hpp:77] Creating layer bn3d_branch2b_p
I0228 11:22:52.904533  9676 net.cpp:84] Creating Layer bn3d_branch2b_p
I0228 11:22:52.904541  9676 net.cpp:406] bn3d_branch2b_p <- res3d_branch2b_p
I0228 11:22:52.904551  9676 net.cpp:367] bn3d_branch2b_p -> res3d_branch2b_p (in-place)
I0228 11:22:52.904891  9676 net.cpp:122] Setting up bn3d_branch2b_p
I0228 11:22:52.904902  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.904907  9676 net.cpp:137] Memory required for data: 3166437376
I0228 11:22:52.904916  9676 net.cpp:465] Sharing parameters 'bn3d_branch2b_mean' owned by layer 'bn3d_branch2b', param index 0
I0228 11:22:52.904922  9676 net.cpp:465] Sharing parameters 'bn3d_branch2b_variance' owned by layer 'bn3d_branch2b', param index 1
I0228 11:22:52.904928  9676 net.cpp:465] Sharing parameters 'bn3d_branch2b_scale_factor' owned by layer 'bn3d_branch2b', param index 2
I0228 11:22:52.904934  9676 layer_factory.hpp:77] Creating layer scale3d_branch2b_p
I0228 11:22:52.904945  9676 net.cpp:84] Creating Layer scale3d_branch2b_p
I0228 11:22:52.904950  9676 net.cpp:406] scale3d_branch2b_p <- res3d_branch2b_p
I0228 11:22:52.904958  9676 net.cpp:367] scale3d_branch2b_p -> res3d_branch2b_p (in-place)
I0228 11:22:52.905023  9676 layer_factory.hpp:77] Creating layer scale3d_branch2b_p
I0228 11:22:52.905228  9676 net.cpp:122] Setting up scale3d_branch2b_p
I0228 11:22:52.905238  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.905243  9676 net.cpp:137] Memory required for data: 3169648640
I0228 11:22:52.905251  9676 net.cpp:465] Sharing parameters 'scale3d_branch2b_alpha' owned by layer 'scale3d_branch2b', param index 0
I0228 11:22:52.905258  9676 net.cpp:465] Sharing parameters 'scale3d_branch2b_beta' owned by layer 'scale3d_branch2b', param index 1
I0228 11:22:52.905264  9676 layer_factory.hpp:77] Creating layer res3d_branch2b_relu_p
I0228 11:22:52.905272  9676 net.cpp:84] Creating Layer res3d_branch2b_relu_p
I0228 11:22:52.905277  9676 net.cpp:406] res3d_branch2b_relu_p <- res3d_branch2b_p
I0228 11:22:52.905287  9676 net.cpp:367] res3d_branch2b_relu_p -> res3d_branch2b_p (in-place)
I0228 11:22:52.905575  9676 net.cpp:122] Setting up res3d_branch2b_relu_p
I0228 11:22:52.905587  9676 net.cpp:129] Top shape: 8 128 28 28 (802816)
I0228 11:22:52.905592  9676 net.cpp:137] Memory required for data: 3172859904
I0228 11:22:52.905598  9676 layer_factory.hpp:77] Creating layer res3d_branch2c_p
I0228 11:22:52.905611  9676 net.cpp:84] Creating Layer res3d_branch2c_p
I0228 11:22:52.905616  9676 net.cpp:406] res3d_branch2c_p <- res3d_branch2b_p
I0228 11:22:52.905627  9676 net.cpp:380] res3d_branch2c_p -> res3d_branch2c_p
I0228 11:22:52.907397  9676 net.cpp:122] Setting up res3d_branch2c_p
I0228 11:22:52.907414  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.907419  9676 net.cpp:137] Memory required for data: 3185704960
I0228 11:22:52.907428  9676 net.cpp:465] Sharing parameters 'res3d_branch2c_w' owned by layer 'res3d_branch2c', param index 0
I0228 11:22:52.907434  9676 layer_factory.hpp:77] Creating layer bn3d_branch2c_p
I0228 11:22:52.907445  9676 net.cpp:84] Creating Layer bn3d_branch2c_p
I0228 11:22:52.907451  9676 net.cpp:406] bn3d_branch2c_p <- res3d_branch2c_p
I0228 11:22:52.907461  9676 net.cpp:367] bn3d_branch2c_p -> res3d_branch2c_p (in-place)
I0228 11:22:52.907815  9676 net.cpp:122] Setting up bn3d_branch2c_p
I0228 11:22:52.907825  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.907830  9676 net.cpp:137] Memory required for data: 3198550016
I0228 11:22:52.907838  9676 net.cpp:465] Sharing parameters 'bn3d_branch2c_mean' owned by layer 'bn3d_branch2c', param index 0
I0228 11:22:52.907846  9676 net.cpp:465] Sharing parameters 'bn3d_branch2c_variance' owned by layer 'bn3d_branch2c', param index 1
I0228 11:22:52.907852  9676 net.cpp:465] Sharing parameters 'bn3d_branch2c_scale_factor' owned by layer 'bn3d_branch2c', param index 2
I0228 11:22:52.907857  9676 layer_factory.hpp:77] Creating layer scale3d_branch2c_p
I0228 11:22:52.907866  9676 net.cpp:84] Creating Layer scale3d_branch2c_p
I0228 11:22:52.907872  9676 net.cpp:406] scale3d_branch2c_p <- res3d_branch2c_p
I0228 11:22:52.907884  9676 net.cpp:367] scale3d_branch2c_p -> res3d_branch2c_p (in-place)
I0228 11:22:52.907963  9676 layer_factory.hpp:77] Creating layer scale3d_branch2c_p
I0228 11:22:52.908180  9676 net.cpp:122] Setting up scale3d_branch2c_p
I0228 11:22:52.908190  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.908195  9676 net.cpp:137] Memory required for data: 3211395072
I0228 11:22:52.908202  9676 net.cpp:465] Sharing parameters 'scale3d_branch2c_alpha' owned by layer 'scale3d_branch2c', param index 0
I0228 11:22:52.908210  9676 net.cpp:465] Sharing parameters 'scale3d_branch2c_beta' owned by layer 'scale3d_branch2c', param index 1
I0228 11:22:52.908215  9676 layer_factory.hpp:77] Creating layer res3d_p
I0228 11:22:52.908223  9676 net.cpp:84] Creating Layer res3d_p
I0228 11:22:52.908229  9676 net.cpp:406] res3d_p <- res3c_p_res3c_relu_p_0_split_1
I0228 11:22:52.908236  9676 net.cpp:406] res3d_p <- res3d_branch2c_p
I0228 11:22:52.908246  9676 net.cpp:380] res3d_p -> res3d_p
I0228 11:22:52.908283  9676 net.cpp:122] Setting up res3d_p
I0228 11:22:52.908294  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.908299  9676 net.cpp:137] Memory required for data: 3224240128
I0228 11:22:52.908305  9676 layer_factory.hpp:77] Creating layer res3d_relu_p
I0228 11:22:52.908313  9676 net.cpp:84] Creating Layer res3d_relu_p
I0228 11:22:52.908318  9676 net.cpp:406] res3d_relu_p <- res3d_p
I0228 11:22:52.908324  9676 net.cpp:367] res3d_relu_p -> res3d_p (in-place)
I0228 11:22:52.908601  9676 net.cpp:122] Setting up res3d_relu_p
I0228 11:22:52.908612  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.908617  9676 net.cpp:137] Memory required for data: 3237085184
I0228 11:22:52.908623  9676 layer_factory.hpp:77] Creating layer res3d_p_res3d_relu_p_0_split
I0228 11:22:52.908632  9676 net.cpp:84] Creating Layer res3d_p_res3d_relu_p_0_split
I0228 11:22:52.908638  9676 net.cpp:406] res3d_p_res3d_relu_p_0_split <- res3d_p
I0228 11:22:52.908645  9676 net.cpp:380] res3d_p_res3d_relu_p_0_split -> res3d_p_res3d_relu_p_0_split_0
I0228 11:22:52.908655  9676 net.cpp:380] res3d_p_res3d_relu_p_0_split -> res3d_p_res3d_relu_p_0_split_1
I0228 11:22:52.908720  9676 net.cpp:122] Setting up res3d_p_res3d_relu_p_0_split
I0228 11:22:52.908730  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.908736  9676 net.cpp:129] Top shape: 8 512 28 28 (3211264)
I0228 11:22:52.908741  9676 net.cpp:137] Memory required for data: 3262775296
I0228 11:22:52.908746  9676 layer_factory.hpp:77] Creating layer res4a_branch1_p
I0228 11:22:52.908758  9676 net.cpp:84] Creating Layer res4a_branch1_p
I0228 11:22:52.908764  9676 net.cpp:406] res4a_branch1_p <- res3d_p_res3d_relu_p_0_split_0
I0228 11:22:52.908774  9676 net.cpp:380] res4a_branch1_p -> res4a_branch1_p
I0228 11:22:52.912124  9676 net.cpp:122] Setting up res4a_branch1_p
I0228 11:22:52.912144  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.912149  9676 net.cpp:137] Memory required for data: 3269197824
I0228 11:22:52.912158  9676 net.cpp:465] Sharing parameters 'res4a_branch1_w' owned by layer 'res4a_branch1', param index 0
I0228 11:22:52.912164  9676 layer_factory.hpp:77] Creating layer bn4a_branch1_p
I0228 11:22:52.912175  9676 net.cpp:84] Creating Layer bn4a_branch1_p
I0228 11:22:52.912183  9676 net.cpp:406] bn4a_branch1_p <- res4a_branch1_p
I0228 11:22:52.912192  9676 net.cpp:367] bn4a_branch1_p -> res4a_branch1_p (in-place)
I0228 11:22:52.912556  9676 net.cpp:122] Setting up bn4a_branch1_p
I0228 11:22:52.912567  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.912572  9676 net.cpp:137] Memory required for data: 3275620352
I0228 11:22:52.912580  9676 net.cpp:465] Sharing parameters 'bn4a_branch1_mean' owned by layer 'bn4a_branch1', param index 0
I0228 11:22:52.912587  9676 net.cpp:465] Sharing parameters 'bn4a_branch1_variance' owned by layer 'bn4a_branch1', param index 1
I0228 11:22:52.912593  9676 net.cpp:465] Sharing parameters 'bn4a_branch1_scale_factor' owned by layer 'bn4a_branch1', param index 2
I0228 11:22:52.912603  9676 layer_factory.hpp:77] Creating layer scale4a_branch1_p
I0228 11:22:52.912612  9676 net.cpp:84] Creating Layer scale4a_branch1_p
I0228 11:22:52.912617  9676 net.cpp:406] scale4a_branch1_p <- res4a_branch1_p
I0228 11:22:52.912627  9676 net.cpp:367] scale4a_branch1_p -> res4a_branch1_p (in-place)
I0228 11:22:52.912698  9676 layer_factory.hpp:77] Creating layer scale4a_branch1_p
I0228 11:22:52.912902  9676 net.cpp:122] Setting up scale4a_branch1_p
I0228 11:22:52.912914  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.912919  9676 net.cpp:137] Memory required for data: 3282042880
I0228 11:22:52.912925  9676 net.cpp:465] Sharing parameters 'scale4a_branch1_alpha' owned by layer 'scale4a_branch1', param index 0
I0228 11:22:52.912932  9676 net.cpp:465] Sharing parameters 'scale4a_branch1_beta' owned by layer 'scale4a_branch1', param index 1
I0228 11:22:52.912937  9676 layer_factory.hpp:77] Creating layer res4a_branch2a_p
I0228 11:22:52.912950  9676 net.cpp:84] Creating Layer res4a_branch2a_p
I0228 11:22:52.912956  9676 net.cpp:406] res4a_branch2a_p <- res3d_p_res3d_relu_p_0_split_1
I0228 11:22:52.912966  9676 net.cpp:380] res4a_branch2a_p -> res4a_branch2a_p
I0228 11:22:52.914774  9676 net.cpp:122] Setting up res4a_branch2a_p
I0228 11:22:52.914793  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.914798  9676 net.cpp:137] Memory required for data: 3283648512
I0228 11:22:52.914808  9676 net.cpp:465] Sharing parameters 'res4a_branch2a_w' owned by layer 'res4a_branch2a', param index 0
I0228 11:22:52.914813  9676 layer_factory.hpp:77] Creating layer bn4a_branch2a_p
I0228 11:22:52.914825  9676 net.cpp:84] Creating Layer bn4a_branch2a_p
I0228 11:22:52.914831  9676 net.cpp:406] bn4a_branch2a_p <- res4a_branch2a_p
I0228 11:22:52.914841  9676 net.cpp:367] bn4a_branch2a_p -> res4a_branch2a_p (in-place)
I0228 11:22:52.915159  9676 net.cpp:122] Setting up bn4a_branch2a_p
I0228 11:22:52.915170  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.915175  9676 net.cpp:137] Memory required for data: 3285254144
I0228 11:22:52.915184  9676 net.cpp:465] Sharing parameters 'bn4a_branch2a_mean' owned by layer 'bn4a_branch2a', param index 0
I0228 11:22:52.915190  9676 net.cpp:465] Sharing parameters 'bn4a_branch2a_variance' owned by layer 'bn4a_branch2a', param index 1
I0228 11:22:52.915196  9676 net.cpp:465] Sharing parameters 'bn4a_branch2a_scale_factor' owned by layer 'bn4a_branch2a', param index 2
I0228 11:22:52.915202  9676 layer_factory.hpp:77] Creating layer scale4a_branch2a_p
I0228 11:22:52.915211  9676 net.cpp:84] Creating Layer scale4a_branch2a_p
I0228 11:22:52.915216  9676 net.cpp:406] scale4a_branch2a_p <- res4a_branch2a_p
I0228 11:22:52.915223  9676 net.cpp:367] scale4a_branch2a_p -> res4a_branch2a_p (in-place)
I0228 11:22:52.915288  9676 layer_factory.hpp:77] Creating layer scale4a_branch2a_p
I0228 11:22:52.915463  9676 net.cpp:122] Setting up scale4a_branch2a_p
I0228 11:22:52.915474  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.915479  9676 net.cpp:137] Memory required for data: 3286859776
I0228 11:22:52.915486  9676 net.cpp:465] Sharing parameters 'scale4a_branch2a_alpha' owned by layer 'scale4a_branch2a', param index 0
I0228 11:22:52.915494  9676 net.cpp:465] Sharing parameters 'scale4a_branch2a_beta' owned by layer 'scale4a_branch2a', param index 1
I0228 11:22:52.915499  9676 layer_factory.hpp:77] Creating layer res4a_branch2a_relu_p
I0228 11:22:52.915508  9676 net.cpp:84] Creating Layer res4a_branch2a_relu_p
I0228 11:22:52.915513  9676 net.cpp:406] res4a_branch2a_relu_p <- res4a_branch2a_p
I0228 11:22:52.915520  9676 net.cpp:367] res4a_branch2a_relu_p -> res4a_branch2a_p (in-place)
I0228 11:22:52.915798  9676 net.cpp:122] Setting up res4a_branch2a_relu_p
I0228 11:22:52.915810  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.915815  9676 net.cpp:137] Memory required for data: 3288465408
I0228 11:22:52.915822  9676 layer_factory.hpp:77] Creating layer res4a_branch2b_p
I0228 11:22:52.915833  9676 net.cpp:84] Creating Layer res4a_branch2b_p
I0228 11:22:52.915843  9676 net.cpp:406] res4a_branch2b_p <- res4a_branch2a_p
I0228 11:22:52.915856  9676 net.cpp:380] res4a_branch2b_p -> res4a_branch2b_p
I0228 11:22:52.919700  9676 net.cpp:122] Setting up res4a_branch2b_p
I0228 11:22:52.919720  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.919725  9676 net.cpp:137] Memory required for data: 3290071040
I0228 11:22:52.919734  9676 net.cpp:465] Sharing parameters 'res4a_branch2b_w' owned by layer 'res4a_branch2b', param index 0
I0228 11:22:52.919740  9676 layer_factory.hpp:77] Creating layer bn4a_branch2b_p
I0228 11:22:52.919752  9676 net.cpp:84] Creating Layer bn4a_branch2b_p
I0228 11:22:52.919759  9676 net.cpp:406] bn4a_branch2b_p <- res4a_branch2b_p
I0228 11:22:52.919769  9676 net.cpp:367] bn4a_branch2b_p -> res4a_branch2b_p (in-place)
I0228 11:22:52.920095  9676 net.cpp:122] Setting up bn4a_branch2b_p
I0228 11:22:52.920105  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.920109  9676 net.cpp:137] Memory required for data: 3291676672
I0228 11:22:52.920117  9676 net.cpp:465] Sharing parameters 'bn4a_branch2b_mean' owned by layer 'bn4a_branch2b', param index 0
I0228 11:22:52.920125  9676 net.cpp:465] Sharing parameters 'bn4a_branch2b_variance' owned by layer 'bn4a_branch2b', param index 1
I0228 11:22:52.920131  9676 net.cpp:465] Sharing parameters 'bn4a_branch2b_scale_factor' owned by layer 'bn4a_branch2b', param index 2
I0228 11:22:52.920136  9676 layer_factory.hpp:77] Creating layer scale4a_branch2b_p
I0228 11:22:52.920148  9676 net.cpp:84] Creating Layer scale4a_branch2b_p
I0228 11:22:52.920155  9676 net.cpp:406] scale4a_branch2b_p <- res4a_branch2b_p
I0228 11:22:52.920161  9676 net.cpp:367] scale4a_branch2b_p -> res4a_branch2b_p (in-place)
I0228 11:22:52.920223  9676 layer_factory.hpp:77] Creating layer scale4a_branch2b_p
I0228 11:22:52.920402  9676 net.cpp:122] Setting up scale4a_branch2b_p
I0228 11:22:52.920411  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.920415  9676 net.cpp:137] Memory required for data: 3293282304
I0228 11:22:52.920423  9676 net.cpp:465] Sharing parameters 'scale4a_branch2b_alpha' owned by layer 'scale4a_branch2b', param index 0
I0228 11:22:52.920430  9676 net.cpp:465] Sharing parameters 'scale4a_branch2b_beta' owned by layer 'scale4a_branch2b', param index 1
I0228 11:22:52.920435  9676 layer_factory.hpp:77] Creating layer res4a_branch2b_relu_p
I0228 11:22:52.920445  9676 net.cpp:84] Creating Layer res4a_branch2b_relu_p
I0228 11:22:52.920450  9676 net.cpp:406] res4a_branch2b_relu_p <- res4a_branch2b_p
I0228 11:22:52.920457  9676 net.cpp:367] res4a_branch2b_relu_p -> res4a_branch2b_p (in-place)
I0228 11:22:52.921203  9676 net.cpp:122] Setting up res4a_branch2b_relu_p
I0228 11:22:52.921221  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.921226  9676 net.cpp:137] Memory required for data: 3294887936
I0228 11:22:52.921231  9676 layer_factory.hpp:77] Creating layer res4a_branch2c_p
I0228 11:22:52.921247  9676 net.cpp:84] Creating Layer res4a_branch2c_p
I0228 11:22:52.921253  9676 net.cpp:406] res4a_branch2c_p <- res4a_branch2b_p
I0228 11:22:52.921263  9676 net.cpp:380] res4a_branch2c_p -> res4a_branch2c_p
I0228 11:22:52.924304  9676 net.cpp:122] Setting up res4a_branch2c_p
I0228 11:22:52.924327  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.924332  9676 net.cpp:137] Memory required for data: 3301310464
I0228 11:22:52.924340  9676 net.cpp:465] Sharing parameters 'res4a_branch2c_w' owned by layer 'res4a_branch2c', param index 0
I0228 11:22:52.924346  9676 layer_factory.hpp:77] Creating layer bn4a_branch2c_p
I0228 11:22:52.924358  9676 net.cpp:84] Creating Layer bn4a_branch2c_p
I0228 11:22:52.924365  9676 net.cpp:406] bn4a_branch2c_p <- res4a_branch2c_p
I0228 11:22:52.924372  9676 net.cpp:367] bn4a_branch2c_p -> res4a_branch2c_p (in-place)
I0228 11:22:52.924726  9676 net.cpp:122] Setting up bn4a_branch2c_p
I0228 11:22:52.924737  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.924742  9676 net.cpp:137] Memory required for data: 3307732992
I0228 11:22:52.924754  9676 net.cpp:465] Sharing parameters 'bn4a_branch2c_mean' owned by layer 'bn4a_branch2c', param index 0
I0228 11:22:52.924762  9676 net.cpp:465] Sharing parameters 'bn4a_branch2c_variance' owned by layer 'bn4a_branch2c', param index 1
I0228 11:22:52.924768  9676 net.cpp:465] Sharing parameters 'bn4a_branch2c_scale_factor' owned by layer 'bn4a_branch2c', param index 2
I0228 11:22:52.924774  9676 layer_factory.hpp:77] Creating layer scale4a_branch2c_p
I0228 11:22:52.924782  9676 net.cpp:84] Creating Layer scale4a_branch2c_p
I0228 11:22:52.924788  9676 net.cpp:406] scale4a_branch2c_p <- res4a_branch2c_p
I0228 11:22:52.924796  9676 net.cpp:367] scale4a_branch2c_p -> res4a_branch2c_p (in-place)
I0228 11:22:52.924871  9676 layer_factory.hpp:77] Creating layer scale4a_branch2c_p
I0228 11:22:52.925070  9676 net.cpp:122] Setting up scale4a_branch2c_p
I0228 11:22:52.925081  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.925086  9676 net.cpp:137] Memory required for data: 3314155520
I0228 11:22:52.925093  9676 net.cpp:465] Sharing parameters 'scale4a_branch2c_alpha' owned by layer 'scale4a_branch2c', param index 0
I0228 11:22:52.925101  9676 net.cpp:465] Sharing parameters 'scale4a_branch2c_beta' owned by layer 'scale4a_branch2c', param index 1
I0228 11:22:52.925107  9676 layer_factory.hpp:77] Creating layer res4a_p
I0228 11:22:52.925115  9676 net.cpp:84] Creating Layer res4a_p
I0228 11:22:52.925122  9676 net.cpp:406] res4a_p <- res4a_branch1_p
I0228 11:22:52.925128  9676 net.cpp:406] res4a_p <- res4a_branch2c_p
I0228 11:22:52.925135  9676 net.cpp:380] res4a_p -> res4a_p
I0228 11:22:52.925175  9676 net.cpp:122] Setting up res4a_p
I0228 11:22:52.925184  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.925189  9676 net.cpp:137] Memory required for data: 3320578048
I0228 11:22:52.925194  9676 layer_factory.hpp:77] Creating layer res4a_relu_p
I0228 11:22:52.925202  9676 net.cpp:84] Creating Layer res4a_relu_p
I0228 11:22:52.925207  9676 net.cpp:406] res4a_relu_p <- res4a_p
I0228 11:22:52.925213  9676 net.cpp:367] res4a_relu_p -> res4a_p (in-place)
I0228 11:22:52.925496  9676 net.cpp:122] Setting up res4a_relu_p
I0228 11:22:52.925509  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.925514  9676 net.cpp:137] Memory required for data: 3327000576
I0228 11:22:52.925519  9676 layer_factory.hpp:77] Creating layer res4a_p_res4a_relu_p_0_split
I0228 11:22:52.925528  9676 net.cpp:84] Creating Layer res4a_p_res4a_relu_p_0_split
I0228 11:22:52.925534  9676 net.cpp:406] res4a_p_res4a_relu_p_0_split <- res4a_p
I0228 11:22:52.925542  9676 net.cpp:380] res4a_p_res4a_relu_p_0_split -> res4a_p_res4a_relu_p_0_split_0
I0228 11:22:52.925552  9676 net.cpp:380] res4a_p_res4a_relu_p_0_split -> res4a_p_res4a_relu_p_0_split_1
I0228 11:22:52.925621  9676 net.cpp:122] Setting up res4a_p_res4a_relu_p_0_split
I0228 11:22:52.925631  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.925637  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.925642  9676 net.cpp:137] Memory required for data: 3339845632
I0228 11:22:52.925647  9676 layer_factory.hpp:77] Creating layer res4b_branch2a_p
I0228 11:22:52.925660  9676 net.cpp:84] Creating Layer res4b_branch2a_p
I0228 11:22:52.925665  9676 net.cpp:406] res4b_branch2a_p <- res4a_p_res4a_relu_p_0_split_0
I0228 11:22:52.925674  9676 net.cpp:380] res4b_branch2a_p -> res4b_branch2a_p
I0228 11:22:52.927546  9676 net.cpp:122] Setting up res4b_branch2a_p
I0228 11:22:52.927567  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.927572  9676 net.cpp:137] Memory required for data: 3341451264
I0228 11:22:52.927582  9676 net.cpp:465] Sharing parameters 'res4b_branch2a_w' owned by layer 'res4b_branch2a', param index 0
I0228 11:22:52.927587  9676 layer_factory.hpp:77] Creating layer bn4b_branch2a_p
I0228 11:22:52.927597  9676 net.cpp:84] Creating Layer bn4b_branch2a_p
I0228 11:22:52.927603  9676 net.cpp:406] bn4b_branch2a_p <- res4b_branch2a_p
I0228 11:22:52.927613  9676 net.cpp:367] bn4b_branch2a_p -> res4b_branch2a_p (in-place)
I0228 11:22:52.927933  9676 net.cpp:122] Setting up bn4b_branch2a_p
I0228 11:22:52.927944  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.927948  9676 net.cpp:137] Memory required for data: 3343056896
I0228 11:22:52.927956  9676 net.cpp:465] Sharing parameters 'bn4b_branch2a_mean' owned by layer 'bn4b_branch2a', param index 0
I0228 11:22:52.927963  9676 net.cpp:465] Sharing parameters 'bn4b_branch2a_variance' owned by layer 'bn4b_branch2a', param index 1
I0228 11:22:52.927970  9676 net.cpp:465] Sharing parameters 'bn4b_branch2a_scale_factor' owned by layer 'bn4b_branch2a', param index 2
I0228 11:22:52.927975  9676 layer_factory.hpp:77] Creating layer scale4b_branch2a_p
I0228 11:22:52.927983  9676 net.cpp:84] Creating Layer scale4b_branch2a_p
I0228 11:22:52.927989  9676 net.cpp:406] scale4b_branch2a_p <- res4b_branch2a_p
I0228 11:22:52.927999  9676 net.cpp:367] scale4b_branch2a_p -> res4b_branch2a_p (in-place)
I0228 11:22:52.928063  9676 layer_factory.hpp:77] Creating layer scale4b_branch2a_p
I0228 11:22:52.928241  9676 net.cpp:122] Setting up scale4b_branch2a_p
I0228 11:22:52.928251  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.928256  9676 net.cpp:137] Memory required for data: 3344662528
I0228 11:22:52.928263  9676 net.cpp:465] Sharing parameters 'scale4b_branch2a_alpha' owned by layer 'scale4b_branch2a', param index 0
I0228 11:22:52.928270  9676 net.cpp:465] Sharing parameters 'scale4b_branch2a_beta' owned by layer 'scale4b_branch2a', param index 1
I0228 11:22:52.928275  9676 layer_factory.hpp:77] Creating layer res4b_branch2a_relu_p
I0228 11:22:52.928283  9676 net.cpp:84] Creating Layer res4b_branch2a_relu_p
I0228 11:22:52.928288  9676 net.cpp:406] res4b_branch2a_relu_p <- res4b_branch2a_p
I0228 11:22:52.928297  9676 net.cpp:367] res4b_branch2a_relu_p -> res4b_branch2a_p (in-place)
I0228 11:22:52.929071  9676 net.cpp:122] Setting up res4b_branch2a_relu_p
I0228 11:22:52.929088  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.929095  9676 net.cpp:137] Memory required for data: 3346268160
I0228 11:22:52.929100  9676 layer_factory.hpp:77] Creating layer res4b_branch2b_p
I0228 11:22:52.929112  9676 net.cpp:84] Creating Layer res4b_branch2b_p
I0228 11:22:52.929119  9676 net.cpp:406] res4b_branch2b_p <- res4b_branch2a_p
I0228 11:22:52.929134  9676 net.cpp:380] res4b_branch2b_p -> res4b_branch2b_p
I0228 11:22:52.932965  9676 net.cpp:122] Setting up res4b_branch2b_p
I0228 11:22:52.932986  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.932991  9676 net.cpp:137] Memory required for data: 3347873792
I0228 11:22:52.932999  9676 net.cpp:465] Sharing parameters 'res4b_branch2b_w' owned by layer 'res4b_branch2b', param index 0
I0228 11:22:52.933006  9676 layer_factory.hpp:77] Creating layer bn4b_branch2b_p
I0228 11:22:52.933017  9676 net.cpp:84] Creating Layer bn4b_branch2b_p
I0228 11:22:52.933023  9676 net.cpp:406] bn4b_branch2b_p <- res4b_branch2b_p
I0228 11:22:52.933032  9676 net.cpp:367] bn4b_branch2b_p -> res4b_branch2b_p (in-place)
I0228 11:22:52.933362  9676 net.cpp:122] Setting up bn4b_branch2b_p
I0228 11:22:52.933373  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.933378  9676 net.cpp:137] Memory required for data: 3349479424
I0228 11:22:52.933387  9676 net.cpp:465] Sharing parameters 'bn4b_branch2b_mean' owned by layer 'bn4b_branch2b', param index 0
I0228 11:22:52.933393  9676 net.cpp:465] Sharing parameters 'bn4b_branch2b_variance' owned by layer 'bn4b_branch2b', param index 1
I0228 11:22:52.933399  9676 net.cpp:465] Sharing parameters 'bn4b_branch2b_scale_factor' owned by layer 'bn4b_branch2b', param index 2
I0228 11:22:52.933405  9676 layer_factory.hpp:77] Creating layer scale4b_branch2b_p
I0228 11:22:52.933414  9676 net.cpp:84] Creating Layer scale4b_branch2b_p
I0228 11:22:52.933419  9676 net.cpp:406] scale4b_branch2b_p <- res4b_branch2b_p
I0228 11:22:52.933429  9676 net.cpp:367] scale4b_branch2b_p -> res4b_branch2b_p (in-place)
I0228 11:22:52.933496  9676 layer_factory.hpp:77] Creating layer scale4b_branch2b_p
I0228 11:22:52.933681  9676 net.cpp:122] Setting up scale4b_branch2b_p
I0228 11:22:52.933691  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.933696  9676 net.cpp:137] Memory required for data: 3351085056
I0228 11:22:52.933703  9676 net.cpp:465] Sharing parameters 'scale4b_branch2b_alpha' owned by layer 'scale4b_branch2b', param index 0
I0228 11:22:52.933712  9676 net.cpp:465] Sharing parameters 'scale4b_branch2b_beta' owned by layer 'scale4b_branch2b', param index 1
I0228 11:22:52.933717  9676 layer_factory.hpp:77] Creating layer res4b_branch2b_relu_p
I0228 11:22:52.933727  9676 net.cpp:84] Creating Layer res4b_branch2b_relu_p
I0228 11:22:52.933732  9676 net.cpp:406] res4b_branch2b_relu_p <- res4b_branch2b_p
I0228 11:22:52.933739  9676 net.cpp:367] res4b_branch2b_relu_p -> res4b_branch2b_p (in-place)
I0228 11:22:52.934026  9676 net.cpp:122] Setting up res4b_branch2b_relu_p
I0228 11:22:52.934036  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.934042  9676 net.cpp:137] Memory required for data: 3352690688
I0228 11:22:52.934047  9676 layer_factory.hpp:77] Creating layer res4b_branch2c_p
I0228 11:22:52.934061  9676 net.cpp:84] Creating Layer res4b_branch2c_p
I0228 11:22:52.934067  9676 net.cpp:406] res4b_branch2c_p <- res4b_branch2b_p
I0228 11:22:52.934077  9676 net.cpp:380] res4b_branch2c_p -> res4b_branch2c_p
I0228 11:22:52.937155  9676 net.cpp:122] Setting up res4b_branch2c_p
I0228 11:22:52.937175  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.937181  9676 net.cpp:137] Memory required for data: 3359113216
I0228 11:22:52.937189  9676 net.cpp:465] Sharing parameters 'res4b_branch2c_w' owned by layer 'res4b_branch2c', param index 0
I0228 11:22:52.937196  9676 layer_factory.hpp:77] Creating layer bn4b_branch2c_p
I0228 11:22:52.937206  9676 net.cpp:84] Creating Layer bn4b_branch2c_p
I0228 11:22:52.937212  9676 net.cpp:406] bn4b_branch2c_p <- res4b_branch2c_p
I0228 11:22:52.937223  9676 net.cpp:367] bn4b_branch2c_p -> res4b_branch2c_p (in-place)
I0228 11:22:52.937577  9676 net.cpp:122] Setting up bn4b_branch2c_p
I0228 11:22:52.937588  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.937593  9676 net.cpp:137] Memory required for data: 3365535744
I0228 11:22:52.937602  9676 net.cpp:465] Sharing parameters 'bn4b_branch2c_mean' owned by layer 'bn4b_branch2c', param index 0
I0228 11:22:52.937608  9676 net.cpp:465] Sharing parameters 'bn4b_branch2c_variance' owned by layer 'bn4b_branch2c', param index 1
I0228 11:22:52.937614  9676 net.cpp:465] Sharing parameters 'bn4b_branch2c_scale_factor' owned by layer 'bn4b_branch2c', param index 2
I0228 11:22:52.937619  9676 layer_factory.hpp:77] Creating layer scale4b_branch2c_p
I0228 11:22:52.937629  9676 net.cpp:84] Creating Layer scale4b_branch2c_p
I0228 11:22:52.937634  9676 net.cpp:406] scale4b_branch2c_p <- res4b_branch2c_p
I0228 11:22:52.937644  9676 net.cpp:367] scale4b_branch2c_p -> res4b_branch2c_p (in-place)
I0228 11:22:52.937714  9676 layer_factory.hpp:77] Creating layer scale4b_branch2c_p
I0228 11:22:52.937918  9676 net.cpp:122] Setting up scale4b_branch2c_p
I0228 11:22:52.937928  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.937933  9676 net.cpp:137] Memory required for data: 3371958272
I0228 11:22:52.937940  9676 net.cpp:465] Sharing parameters 'scale4b_branch2c_alpha' owned by layer 'scale4b_branch2c', param index 0
I0228 11:22:52.937947  9676 net.cpp:465] Sharing parameters 'scale4b_branch2c_beta' owned by layer 'scale4b_branch2c', param index 1
I0228 11:22:52.937953  9676 layer_factory.hpp:77] Creating layer res4b_p
I0228 11:22:52.937961  9676 net.cpp:84] Creating Layer res4b_p
I0228 11:22:52.937968  9676 net.cpp:406] res4b_p <- res4a_p_res4a_relu_p_0_split_1
I0228 11:22:52.937974  9676 net.cpp:406] res4b_p <- res4b_branch2c_p
I0228 11:22:52.937986  9676 net.cpp:380] res4b_p -> res4b_p
I0228 11:22:52.938028  9676 net.cpp:122] Setting up res4b_p
I0228 11:22:52.938038  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.938043  9676 net.cpp:137] Memory required for data: 3378380800
I0228 11:22:52.938051  9676 layer_factory.hpp:77] Creating layer res4b_relu_p
I0228 11:22:52.938060  9676 net.cpp:84] Creating Layer res4b_relu_p
I0228 11:22:52.938064  9676 net.cpp:406] res4b_relu_p <- res4b_p
I0228 11:22:52.938071  9676 net.cpp:367] res4b_relu_p -> res4b_p (in-place)
I0228 11:22:52.938376  9676 net.cpp:122] Setting up res4b_relu_p
I0228 11:22:52.938390  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.938395  9676 net.cpp:137] Memory required for data: 3384803328
I0228 11:22:52.938400  9676 layer_factory.hpp:77] Creating layer res4b_p_res4b_relu_p_0_split
I0228 11:22:52.938413  9676 net.cpp:84] Creating Layer res4b_p_res4b_relu_p_0_split
I0228 11:22:52.938419  9676 net.cpp:406] res4b_p_res4b_relu_p_0_split <- res4b_p
I0228 11:22:52.938426  9676 net.cpp:380] res4b_p_res4b_relu_p_0_split -> res4b_p_res4b_relu_p_0_split_0
I0228 11:22:52.938438  9676 net.cpp:380] res4b_p_res4b_relu_p_0_split -> res4b_p_res4b_relu_p_0_split_1
I0228 11:22:52.938505  9676 net.cpp:122] Setting up res4b_p_res4b_relu_p_0_split
I0228 11:22:52.938516  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.938522  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.938527  9676 net.cpp:137] Memory required for data: 3397648384
I0228 11:22:52.938532  9676 layer_factory.hpp:77] Creating layer res4c_branch2a_p
I0228 11:22:52.938542  9676 net.cpp:84] Creating Layer res4c_branch2a_p
I0228 11:22:52.938549  9676 net.cpp:406] res4c_branch2a_p <- res4b_p_res4b_relu_p_0_split_0
I0228 11:22:52.938558  9676 net.cpp:380] res4c_branch2a_p -> res4c_branch2a_p
I0228 11:22:52.940469  9676 net.cpp:122] Setting up res4c_branch2a_p
I0228 11:22:52.940487  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.940492  9676 net.cpp:137] Memory required for data: 3399254016
I0228 11:22:52.940618  9676 net.cpp:465] Sharing parameters 'res4c_branch2a_w' owned by layer 'res4c_branch2a', param index 0
I0228 11:22:52.940625  9676 layer_factory.hpp:77] Creating layer bn4c_branch2a_p
I0228 11:22:52.940635  9676 net.cpp:84] Creating Layer bn4c_branch2a_p
I0228 11:22:52.940641  9676 net.cpp:406] bn4c_branch2a_p <- res4c_branch2a_p
I0228 11:22:52.940650  9676 net.cpp:367] bn4c_branch2a_p -> res4c_branch2a_p (in-place)
I0228 11:22:52.940979  9676 net.cpp:122] Setting up bn4c_branch2a_p
I0228 11:22:52.940989  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.940992  9676 net.cpp:137] Memory required for data: 3400859648
I0228 11:22:52.941000  9676 net.cpp:465] Sharing parameters 'bn4c_branch2a_mean' owned by layer 'bn4c_branch2a', param index 0
I0228 11:22:52.941007  9676 net.cpp:465] Sharing parameters 'bn4c_branch2a_variance' owned by layer 'bn4c_branch2a', param index 1
I0228 11:22:52.941015  9676 net.cpp:465] Sharing parameters 'bn4c_branch2a_scale_factor' owned by layer 'bn4c_branch2a', param index 2
I0228 11:22:52.941020  9676 layer_factory.hpp:77] Creating layer scale4c_branch2a_p
I0228 11:22:52.941030  9676 net.cpp:84] Creating Layer scale4c_branch2a_p
I0228 11:22:52.941035  9676 net.cpp:406] scale4c_branch2a_p <- res4c_branch2a_p
I0228 11:22:52.941042  9676 net.cpp:367] scale4c_branch2a_p -> res4c_branch2a_p (in-place)
I0228 11:22:52.941109  9676 layer_factory.hpp:77] Creating layer scale4c_branch2a_p
I0228 11:22:52.941295  9676 net.cpp:122] Setting up scale4c_branch2a_p
I0228 11:22:52.941305  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.941310  9676 net.cpp:137] Memory required for data: 3402465280
I0228 11:22:52.941316  9676 net.cpp:465] Sharing parameters 'scale4c_branch2a_alpha' owned by layer 'scale4c_branch2a', param index 0
I0228 11:22:52.941324  9676 net.cpp:465] Sharing parameters 'scale4c_branch2a_beta' owned by layer 'scale4c_branch2a', param index 1
I0228 11:22:52.941330  9676 layer_factory.hpp:77] Creating layer res4c_branch2a_relu_p
I0228 11:22:52.941339  9676 net.cpp:84] Creating Layer res4c_branch2a_relu_p
I0228 11:22:52.941344  9676 net.cpp:406] res4c_branch2a_relu_p <- res4c_branch2a_p
I0228 11:22:52.941355  9676 net.cpp:367] res4c_branch2a_relu_p -> res4c_branch2a_p (in-place)
I0228 11:22:52.941644  9676 net.cpp:122] Setting up res4c_branch2a_relu_p
I0228 11:22:52.941656  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.941661  9676 net.cpp:137] Memory required for data: 3404070912
I0228 11:22:52.941668  9676 layer_factory.hpp:77] Creating layer res4c_branch2b_p
I0228 11:22:52.941679  9676 net.cpp:84] Creating Layer res4c_branch2b_p
I0228 11:22:52.941684  9676 net.cpp:406] res4c_branch2b_p <- res4c_branch2a_p
I0228 11:22:52.941694  9676 net.cpp:380] res4c_branch2b_p -> res4c_branch2b_p
I0228 11:22:52.945592  9676 net.cpp:122] Setting up res4c_branch2b_p
I0228 11:22:52.945611  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.945616  9676 net.cpp:137] Memory required for data: 3405676544
I0228 11:22:52.945626  9676 net.cpp:465] Sharing parameters 'res4c_branch2b_w' owned by layer 'res4c_branch2b', param index 0
I0228 11:22:52.945631  9676 layer_factory.hpp:77] Creating layer bn4c_branch2b_p
I0228 11:22:52.945643  9676 net.cpp:84] Creating Layer bn4c_branch2b_p
I0228 11:22:52.945649  9676 net.cpp:406] bn4c_branch2b_p <- res4c_branch2b_p
I0228 11:22:52.945659  9676 net.cpp:367] bn4c_branch2b_p -> res4c_branch2b_p (in-place)
I0228 11:22:52.945997  9676 net.cpp:122] Setting up bn4c_branch2b_p
I0228 11:22:52.946008  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.946013  9676 net.cpp:137] Memory required for data: 3407282176
I0228 11:22:52.946020  9676 net.cpp:465] Sharing parameters 'bn4c_branch2b_mean' owned by layer 'bn4c_branch2b', param index 0
I0228 11:22:52.946027  9676 net.cpp:465] Sharing parameters 'bn4c_branch2b_variance' owned by layer 'bn4c_branch2b', param index 1
I0228 11:22:52.946034  9676 net.cpp:465] Sharing parameters 'bn4c_branch2b_scale_factor' owned by layer 'bn4c_branch2b', param index 2
I0228 11:22:52.946039  9676 layer_factory.hpp:77] Creating layer scale4c_branch2b_p
I0228 11:22:52.946048  9676 net.cpp:84] Creating Layer scale4c_branch2b_p
I0228 11:22:52.946053  9676 net.cpp:406] scale4c_branch2b_p <- res4c_branch2b_p
I0228 11:22:52.946064  9676 net.cpp:367] scale4c_branch2b_p -> res4c_branch2b_p (in-place)
I0228 11:22:52.946141  9676 layer_factory.hpp:77] Creating layer scale4c_branch2b_p
I0228 11:22:52.946328  9676 net.cpp:122] Setting up scale4c_branch2b_p
I0228 11:22:52.946338  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.946343  9676 net.cpp:137] Memory required for data: 3408887808
I0228 11:22:52.946350  9676 net.cpp:465] Sharing parameters 'scale4c_branch2b_alpha' owned by layer 'scale4c_branch2b', param index 0
I0228 11:22:52.946357  9676 net.cpp:465] Sharing parameters 'scale4c_branch2b_beta' owned by layer 'scale4c_branch2b', param index 1
I0228 11:22:52.946363  9676 layer_factory.hpp:77] Creating layer res4c_branch2b_relu_p
I0228 11:22:52.946372  9676 net.cpp:84] Creating Layer res4c_branch2b_relu_p
I0228 11:22:52.946377  9676 net.cpp:406] res4c_branch2b_relu_p <- res4c_branch2b_p
I0228 11:22:52.946385  9676 net.cpp:367] res4c_branch2b_relu_p -> res4c_branch2b_p (in-place)
I0228 11:22:52.946684  9676 net.cpp:122] Setting up res4c_branch2b_relu_p
I0228 11:22:52.946696  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.946702  9676 net.cpp:137] Memory required for data: 3410493440
I0228 11:22:52.946707  9676 layer_factory.hpp:77] Creating layer res4c_branch2c_p
I0228 11:22:52.946720  9676 net.cpp:84] Creating Layer res4c_branch2c_p
I0228 11:22:52.946725  9676 net.cpp:406] res4c_branch2c_p <- res4c_branch2b_p
I0228 11:22:52.946733  9676 net.cpp:380] res4c_branch2c_p -> res4c_branch2c_p
I0228 11:22:52.949827  9676 net.cpp:122] Setting up res4c_branch2c_p
I0228 11:22:52.949847  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.949852  9676 net.cpp:137] Memory required for data: 3416915968
I0228 11:22:52.949861  9676 net.cpp:465] Sharing parameters 'res4c_branch2c_w' owned by layer 'res4c_branch2c', param index 0
I0228 11:22:52.949867  9676 layer_factory.hpp:77] Creating layer bn4c_branch2c_p
I0228 11:22:52.949883  9676 net.cpp:84] Creating Layer bn4c_branch2c_p
I0228 11:22:52.949890  9676 net.cpp:406] bn4c_branch2c_p <- res4c_branch2c_p
I0228 11:22:52.949899  9676 net.cpp:367] bn4c_branch2c_p -> res4c_branch2c_p (in-place)
I0228 11:22:52.950273  9676 net.cpp:122] Setting up bn4c_branch2c_p
I0228 11:22:52.950285  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.950290  9676 net.cpp:137] Memory required for data: 3423338496
I0228 11:22:52.950299  9676 net.cpp:465] Sharing parameters 'bn4c_branch2c_mean' owned by layer 'bn4c_branch2c', param index 0
I0228 11:22:52.950305  9676 net.cpp:465] Sharing parameters 'bn4c_branch2c_variance' owned by layer 'bn4c_branch2c', param index 1
I0228 11:22:52.950312  9676 net.cpp:465] Sharing parameters 'bn4c_branch2c_scale_factor' owned by layer 'bn4c_branch2c', param index 2
I0228 11:22:52.950318  9676 layer_factory.hpp:77] Creating layer scale4c_branch2c_p
I0228 11:22:52.950327  9676 net.cpp:84] Creating Layer scale4c_branch2c_p
I0228 11:22:52.950332  9676 net.cpp:406] scale4c_branch2c_p <- res4c_branch2c_p
I0228 11:22:52.950342  9676 net.cpp:367] scale4c_branch2c_p -> res4c_branch2c_p (in-place)
I0228 11:22:52.950417  9676 layer_factory.hpp:77] Creating layer scale4c_branch2c_p
I0228 11:22:52.950629  9676 net.cpp:122] Setting up scale4c_branch2c_p
I0228 11:22:52.950639  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.950644  9676 net.cpp:137] Memory required for data: 3429761024
I0228 11:22:52.950652  9676 net.cpp:465] Sharing parameters 'scale4c_branch2c_alpha' owned by layer 'scale4c_branch2c', param index 0
I0228 11:22:52.950659  9676 net.cpp:465] Sharing parameters 'scale4c_branch2c_beta' owned by layer 'scale4c_branch2c', param index 1
I0228 11:22:52.950665  9676 layer_factory.hpp:77] Creating layer res4c_p
I0228 11:22:52.950673  9676 net.cpp:84] Creating Layer res4c_p
I0228 11:22:52.950680  9676 net.cpp:406] res4c_p <- res4b_p_res4b_relu_p_0_split_1
I0228 11:22:52.950686  9676 net.cpp:406] res4c_p <- res4c_branch2c_p
I0228 11:22:52.950693  9676 net.cpp:380] res4c_p -> res4c_p
I0228 11:22:52.950736  9676 net.cpp:122] Setting up res4c_p
I0228 11:22:52.950745  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.950750  9676 net.cpp:137] Memory required for data: 3436183552
I0228 11:22:52.950757  9676 layer_factory.hpp:77] Creating layer res4c_relu_p
I0228 11:22:52.950763  9676 net.cpp:84] Creating Layer res4c_relu_p
I0228 11:22:52.950768  9676 net.cpp:406] res4c_relu_p <- res4c_p
I0228 11:22:52.950778  9676 net.cpp:367] res4c_relu_p -> res4c_p (in-place)
I0228 11:22:52.951066  9676 net.cpp:122] Setting up res4c_relu_p
I0228 11:22:52.951078  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.951083  9676 net.cpp:137] Memory required for data: 3442606080
I0228 11:22:52.951088  9676 layer_factory.hpp:77] Creating layer res4c_p_res4c_relu_p_0_split
I0228 11:22:52.951097  9676 net.cpp:84] Creating Layer res4c_p_res4c_relu_p_0_split
I0228 11:22:52.951102  9676 net.cpp:406] res4c_p_res4c_relu_p_0_split <- res4c_p
I0228 11:22:52.951112  9676 net.cpp:380] res4c_p_res4c_relu_p_0_split -> res4c_p_res4c_relu_p_0_split_0
I0228 11:22:52.951120  9676 net.cpp:380] res4c_p_res4c_relu_p_0_split -> res4c_p_res4c_relu_p_0_split_1
I0228 11:22:52.951189  9676 net.cpp:122] Setting up res4c_p_res4c_relu_p_0_split
I0228 11:22:52.951197  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.951203  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.951208  9676 net.cpp:137] Memory required for data: 3455451136
I0228 11:22:52.951213  9676 layer_factory.hpp:77] Creating layer res4d_branch2a_p
I0228 11:22:52.951225  9676 net.cpp:84] Creating Layer res4d_branch2a_p
I0228 11:22:52.951231  9676 net.cpp:406] res4d_branch2a_p <- res4c_p_res4c_relu_p_0_split_0
I0228 11:22:52.951241  9676 net.cpp:380] res4d_branch2a_p -> res4d_branch2a_p
I0228 11:22:52.953135  9676 net.cpp:122] Setting up res4d_branch2a_p
I0228 11:22:52.953153  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.953160  9676 net.cpp:137] Memory required for data: 3457056768
I0228 11:22:52.953171  9676 net.cpp:465] Sharing parameters 'res4d_branch2a_w' owned by layer 'res4d_branch2a', param index 0
I0228 11:22:52.953176  9676 layer_factory.hpp:77] Creating layer bn4d_branch2a_p
I0228 11:22:52.953188  9676 net.cpp:84] Creating Layer bn4d_branch2a_p
I0228 11:22:52.953194  9676 net.cpp:406] bn4d_branch2a_p <- res4d_branch2a_p
I0228 11:22:52.953204  9676 net.cpp:367] bn4d_branch2a_p -> res4d_branch2a_p (in-place)
I0228 11:22:52.953534  9676 net.cpp:122] Setting up bn4d_branch2a_p
I0228 11:22:52.953547  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.953550  9676 net.cpp:137] Memory required for data: 3458662400
I0228 11:22:52.953558  9676 net.cpp:465] Sharing parameters 'bn4d_branch2a_mean' owned by layer 'bn4d_branch2a', param index 0
I0228 11:22:52.953565  9676 net.cpp:465] Sharing parameters 'bn4d_branch2a_variance' owned by layer 'bn4d_branch2a', param index 1
I0228 11:22:52.953572  9676 net.cpp:465] Sharing parameters 'bn4d_branch2a_scale_factor' owned by layer 'bn4d_branch2a', param index 2
I0228 11:22:52.953577  9676 layer_factory.hpp:77] Creating layer scale4d_branch2a_p
I0228 11:22:52.953588  9676 net.cpp:84] Creating Layer scale4d_branch2a_p
I0228 11:22:52.953593  9676 net.cpp:406] scale4d_branch2a_p <- res4d_branch2a_p
I0228 11:22:52.953601  9676 net.cpp:367] scale4d_branch2a_p -> res4d_branch2a_p (in-place)
I0228 11:22:52.953670  9676 layer_factory.hpp:77] Creating layer scale4d_branch2a_p
I0228 11:22:52.953855  9676 net.cpp:122] Setting up scale4d_branch2a_p
I0228 11:22:52.953866  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.953871  9676 net.cpp:137] Memory required for data: 3460268032
I0228 11:22:52.953877  9676 net.cpp:465] Sharing parameters 'scale4d_branch2a_alpha' owned by layer 'scale4d_branch2a', param index 0
I0228 11:22:52.953884  9676 net.cpp:465] Sharing parameters 'scale4d_branch2a_beta' owned by layer 'scale4d_branch2a', param index 1
I0228 11:22:52.953889  9676 layer_factory.hpp:77] Creating layer res4d_branch2a_relu_p
I0228 11:22:52.953899  9676 net.cpp:84] Creating Layer res4d_branch2a_relu_p
I0228 11:22:52.953904  9676 net.cpp:406] res4d_branch2a_relu_p <- res4d_branch2a_p
I0228 11:22:52.953912  9676 net.cpp:367] res4d_branch2a_relu_p -> res4d_branch2a_p (in-place)
I0228 11:22:52.954712  9676 net.cpp:122] Setting up res4d_branch2a_relu_p
I0228 11:22:52.954730  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.954736  9676 net.cpp:137] Memory required for data: 3461873664
I0228 11:22:52.954741  9676 layer_factory.hpp:77] Creating layer res4d_branch2b_p
I0228 11:22:52.954754  9676 net.cpp:84] Creating Layer res4d_branch2b_p
I0228 11:22:52.954761  9676 net.cpp:406] res4d_branch2b_p <- res4d_branch2a_p
I0228 11:22:52.954773  9676 net.cpp:380] res4d_branch2b_p -> res4d_branch2b_p
I0228 11:22:52.958714  9676 net.cpp:122] Setting up res4d_branch2b_p
I0228 11:22:52.958734  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.958740  9676 net.cpp:137] Memory required for data: 3463479296
I0228 11:22:52.958748  9676 net.cpp:465] Sharing parameters 'res4d_branch2b_w' owned by layer 'res4d_branch2b', param index 0
I0228 11:22:52.958755  9676 layer_factory.hpp:77] Creating layer bn4d_branch2b_p
I0228 11:22:52.958766  9676 net.cpp:84] Creating Layer bn4d_branch2b_p
I0228 11:22:52.958773  9676 net.cpp:406] bn4d_branch2b_p <- res4d_branch2b_p
I0228 11:22:52.958782  9676 net.cpp:367] bn4d_branch2b_p -> res4d_branch2b_p (in-place)
I0228 11:22:52.959126  9676 net.cpp:122] Setting up bn4d_branch2b_p
I0228 11:22:52.959137  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.959142  9676 net.cpp:137] Memory required for data: 3465084928
I0228 11:22:52.959151  9676 net.cpp:465] Sharing parameters 'bn4d_branch2b_mean' owned by layer 'bn4d_branch2b', param index 0
I0228 11:22:52.959157  9676 net.cpp:465] Sharing parameters 'bn4d_branch2b_variance' owned by layer 'bn4d_branch2b', param index 1
I0228 11:22:52.959163  9676 net.cpp:465] Sharing parameters 'bn4d_branch2b_scale_factor' owned by layer 'bn4d_branch2b', param index 2
I0228 11:22:52.959174  9676 layer_factory.hpp:77] Creating layer scale4d_branch2b_p
I0228 11:22:52.959185  9676 net.cpp:84] Creating Layer scale4d_branch2b_p
I0228 11:22:52.959190  9676 net.cpp:406] scale4d_branch2b_p <- res4d_branch2b_p
I0228 11:22:52.959197  9676 net.cpp:367] scale4d_branch2b_p -> res4d_branch2b_p (in-place)
I0228 11:22:52.959267  9676 layer_factory.hpp:77] Creating layer scale4d_branch2b_p
I0228 11:22:52.959456  9676 net.cpp:122] Setting up scale4d_branch2b_p
I0228 11:22:52.959465  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.959470  9676 net.cpp:137] Memory required for data: 3466690560
I0228 11:22:52.959478  9676 net.cpp:465] Sharing parameters 'scale4d_branch2b_alpha' owned by layer 'scale4d_branch2b', param index 0
I0228 11:22:52.959486  9676 net.cpp:465] Sharing parameters 'scale4d_branch2b_beta' owned by layer 'scale4d_branch2b', param index 1
I0228 11:22:52.959491  9676 layer_factory.hpp:77] Creating layer res4d_branch2b_relu_p
I0228 11:22:52.959503  9676 net.cpp:84] Creating Layer res4d_branch2b_relu_p
I0228 11:22:52.959509  9676 net.cpp:406] res4d_branch2b_relu_p <- res4d_branch2b_p
I0228 11:22:52.959517  9676 net.cpp:367] res4d_branch2b_relu_p -> res4d_branch2b_p (in-place)
I0228 11:22:52.959808  9676 net.cpp:122] Setting up res4d_branch2b_relu_p
I0228 11:22:52.959823  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.959828  9676 net.cpp:137] Memory required for data: 3468296192
I0228 11:22:52.959834  9676 layer_factory.hpp:77] Creating layer res4d_branch2c_p
I0228 11:22:52.959844  9676 net.cpp:84] Creating Layer res4d_branch2c_p
I0228 11:22:52.959851  9676 net.cpp:406] res4d_branch2c_p <- res4d_branch2b_p
I0228 11:22:52.959861  9676 net.cpp:380] res4d_branch2c_p -> res4d_branch2c_p
I0228 11:22:52.962999  9676 net.cpp:122] Setting up res4d_branch2c_p
I0228 11:22:52.963019  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.963024  9676 net.cpp:137] Memory required for data: 3474718720
I0228 11:22:52.963033  9676 net.cpp:465] Sharing parameters 'res4d_branch2c_w' owned by layer 'res4d_branch2c', param index 0
I0228 11:22:52.963039  9676 layer_factory.hpp:77] Creating layer bn4d_branch2c_p
I0228 11:22:52.963050  9676 net.cpp:84] Creating Layer bn4d_branch2c_p
I0228 11:22:52.963057  9676 net.cpp:406] bn4d_branch2c_p <- res4d_branch2c_p
I0228 11:22:52.963066  9676 net.cpp:367] bn4d_branch2c_p -> res4d_branch2c_p (in-place)
I0228 11:22:52.963433  9676 net.cpp:122] Setting up bn4d_branch2c_p
I0228 11:22:52.963443  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.963448  9676 net.cpp:137] Memory required for data: 3481141248
I0228 11:22:52.963455  9676 net.cpp:465] Sharing parameters 'bn4d_branch2c_mean' owned by layer 'bn4d_branch2c', param index 0
I0228 11:22:52.963462  9676 net.cpp:465] Sharing parameters 'bn4d_branch2c_variance' owned by layer 'bn4d_branch2c', param index 1
I0228 11:22:52.963469  9676 net.cpp:465] Sharing parameters 'bn4d_branch2c_scale_factor' owned by layer 'bn4d_branch2c', param index 2
I0228 11:22:52.963474  9676 layer_factory.hpp:77] Creating layer scale4d_branch2c_p
I0228 11:22:52.963485  9676 net.cpp:84] Creating Layer scale4d_branch2c_p
I0228 11:22:52.963490  9676 net.cpp:406] scale4d_branch2c_p <- res4d_branch2c_p
I0228 11:22:52.963497  9676 net.cpp:367] scale4d_branch2c_p -> res4d_branch2c_p (in-place)
I0228 11:22:52.963575  9676 layer_factory.hpp:77] Creating layer scale4d_branch2c_p
I0228 11:22:52.963791  9676 net.cpp:122] Setting up scale4d_branch2c_p
I0228 11:22:52.963801  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.963806  9676 net.cpp:137] Memory required for data: 3487563776
I0228 11:22:52.963814  9676 net.cpp:465] Sharing parameters 'scale4d_branch2c_alpha' owned by layer 'scale4d_branch2c', param index 0
I0228 11:22:52.963820  9676 net.cpp:465] Sharing parameters 'scale4d_branch2c_beta' owned by layer 'scale4d_branch2c', param index 1
I0228 11:22:52.963826  9676 layer_factory.hpp:77] Creating layer res4d_p
I0228 11:22:52.963840  9676 net.cpp:84] Creating Layer res4d_p
I0228 11:22:52.963846  9676 net.cpp:406] res4d_p <- res4c_p_res4c_relu_p_0_split_1
I0228 11:22:52.963853  9676 net.cpp:406] res4d_p <- res4d_branch2c_p
I0228 11:22:52.963861  9676 net.cpp:380] res4d_p -> res4d_p
I0228 11:22:52.963903  9676 net.cpp:122] Setting up res4d_p
I0228 11:22:52.963913  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.963918  9676 net.cpp:137] Memory required for data: 3493986304
I0228 11:22:52.963923  9676 layer_factory.hpp:77] Creating layer res4d_relu_p
I0228 11:22:52.963930  9676 net.cpp:84] Creating Layer res4d_relu_p
I0228 11:22:52.963937  9676 net.cpp:406] res4d_relu_p <- res4d_p
I0228 11:22:52.963948  9676 net.cpp:367] res4d_relu_p -> res4d_p (in-place)
I0228 11:22:52.964231  9676 net.cpp:122] Setting up res4d_relu_p
I0228 11:22:52.964243  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.964248  9676 net.cpp:137] Memory required for data: 3500408832
I0228 11:22:52.964253  9676 layer_factory.hpp:77] Creating layer res4d_p_res4d_relu_p_0_split
I0228 11:22:52.964262  9676 net.cpp:84] Creating Layer res4d_p_res4d_relu_p_0_split
I0228 11:22:52.964267  9676 net.cpp:406] res4d_p_res4d_relu_p_0_split <- res4d_p
I0228 11:22:52.964277  9676 net.cpp:380] res4d_p_res4d_relu_p_0_split -> res4d_p_res4d_relu_p_0_split_0
I0228 11:22:52.964287  9676 net.cpp:380] res4d_p_res4d_relu_p_0_split -> res4d_p_res4d_relu_p_0_split_1
I0228 11:22:52.964355  9676 net.cpp:122] Setting up res4d_p_res4d_relu_p_0_split
I0228 11:22:52.964363  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.964370  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.964375  9676 net.cpp:137] Memory required for data: 3513253888
I0228 11:22:52.964380  9676 layer_factory.hpp:77] Creating layer res4e_branch2a_p
I0228 11:22:52.964392  9676 net.cpp:84] Creating Layer res4e_branch2a_p
I0228 11:22:52.964398  9676 net.cpp:406] res4e_branch2a_p <- res4d_p_res4d_relu_p_0_split_0
I0228 11:22:52.964408  9676 net.cpp:380] res4e_branch2a_p -> res4e_branch2a_p
I0228 11:22:52.966353  9676 net.cpp:122] Setting up res4e_branch2a_p
I0228 11:22:52.966373  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.966379  9676 net.cpp:137] Memory required for data: 3514859520
I0228 11:22:52.966387  9676 net.cpp:465] Sharing parameters 'res4e_branch2a_w' owned by layer 'res4e_branch2a', param index 0
I0228 11:22:52.966393  9676 layer_factory.hpp:77] Creating layer bn4e_branch2a_p
I0228 11:22:52.966404  9676 net.cpp:84] Creating Layer bn4e_branch2a_p
I0228 11:22:52.966410  9676 net.cpp:406] bn4e_branch2a_p <- res4e_branch2a_p
I0228 11:22:52.966419  9676 net.cpp:367] bn4e_branch2a_p -> res4e_branch2a_p (in-place)
I0228 11:22:52.966758  9676 net.cpp:122] Setting up bn4e_branch2a_p
I0228 11:22:52.966768  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.966773  9676 net.cpp:137] Memory required for data: 3516465152
I0228 11:22:52.966781  9676 net.cpp:465] Sharing parameters 'bn4e_branch2a_mean' owned by layer 'bn4e_branch2a', param index 0
I0228 11:22:52.966789  9676 net.cpp:465] Sharing parameters 'bn4e_branch2a_variance' owned by layer 'bn4e_branch2a', param index 1
I0228 11:22:52.966795  9676 net.cpp:465] Sharing parameters 'bn4e_branch2a_scale_factor' owned by layer 'bn4e_branch2a', param index 2
I0228 11:22:52.966800  9676 layer_factory.hpp:77] Creating layer scale4e_branch2a_p
I0228 11:22:52.966809  9676 net.cpp:84] Creating Layer scale4e_branch2a_p
I0228 11:22:52.966814  9676 net.cpp:406] scale4e_branch2a_p <- res4e_branch2a_p
I0228 11:22:52.966821  9676 net.cpp:367] scale4e_branch2a_p -> res4e_branch2a_p (in-place)
I0228 11:22:52.966892  9676 layer_factory.hpp:77] Creating layer scale4e_branch2a_p
I0228 11:22:52.967082  9676 net.cpp:122] Setting up scale4e_branch2a_p
I0228 11:22:52.967093  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.967098  9676 net.cpp:137] Memory required for data: 3518070784
I0228 11:22:52.967105  9676 net.cpp:465] Sharing parameters 'scale4e_branch2a_alpha' owned by layer 'scale4e_branch2a', param index 0
I0228 11:22:52.967116  9676 net.cpp:465] Sharing parameters 'scale4e_branch2a_beta' owned by layer 'scale4e_branch2a', param index 1
I0228 11:22:52.967123  9676 layer_factory.hpp:77] Creating layer res4e_branch2a_relu_p
I0228 11:22:52.967129  9676 net.cpp:84] Creating Layer res4e_branch2a_relu_p
I0228 11:22:52.967135  9676 net.cpp:406] res4e_branch2a_relu_p <- res4e_branch2a_p
I0228 11:22:52.967142  9676 net.cpp:367] res4e_branch2a_relu_p -> res4e_branch2a_p (in-place)
I0228 11:22:52.967430  9676 net.cpp:122] Setting up res4e_branch2a_relu_p
I0228 11:22:52.967442  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.967447  9676 net.cpp:137] Memory required for data: 3519676416
I0228 11:22:52.967453  9676 layer_factory.hpp:77] Creating layer res4e_branch2b_p
I0228 11:22:52.967464  9676 net.cpp:84] Creating Layer res4e_branch2b_p
I0228 11:22:52.967470  9676 net.cpp:406] res4e_branch2b_p <- res4e_branch2a_p
I0228 11:22:52.967480  9676 net.cpp:380] res4e_branch2b_p -> res4e_branch2b_p
I0228 11:22:52.971426  9676 net.cpp:122] Setting up res4e_branch2b_p
I0228 11:22:52.971446  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.971451  9676 net.cpp:137] Memory required for data: 3521282048
I0228 11:22:52.971458  9676 net.cpp:465] Sharing parameters 'res4e_branch2b_w' owned by layer 'res4e_branch2b', param index 0
I0228 11:22:52.971465  9676 layer_factory.hpp:77] Creating layer bn4e_branch2b_p
I0228 11:22:52.971477  9676 net.cpp:84] Creating Layer bn4e_branch2b_p
I0228 11:22:52.971482  9676 net.cpp:406] bn4e_branch2b_p <- res4e_branch2b_p
I0228 11:22:52.971495  9676 net.cpp:367] bn4e_branch2b_p -> res4e_branch2b_p (in-place)
I0228 11:22:52.971843  9676 net.cpp:122] Setting up bn4e_branch2b_p
I0228 11:22:52.971853  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.971858  9676 net.cpp:137] Memory required for data: 3522887680
I0228 11:22:52.971866  9676 net.cpp:465] Sharing parameters 'bn4e_branch2b_mean' owned by layer 'bn4e_branch2b', param index 0
I0228 11:22:52.971873  9676 net.cpp:465] Sharing parameters 'bn4e_branch2b_variance' owned by layer 'bn4e_branch2b', param index 1
I0228 11:22:52.971880  9676 net.cpp:465] Sharing parameters 'bn4e_branch2b_scale_factor' owned by layer 'bn4e_branch2b', param index 2
I0228 11:22:52.971885  9676 layer_factory.hpp:77] Creating layer scale4e_branch2b_p
I0228 11:22:52.971896  9676 net.cpp:84] Creating Layer scale4e_branch2b_p
I0228 11:22:52.971901  9676 net.cpp:406] scale4e_branch2b_p <- res4e_branch2b_p
I0228 11:22:52.971909  9676 net.cpp:367] scale4e_branch2b_p -> res4e_branch2b_p (in-place)
I0228 11:22:52.971979  9676 layer_factory.hpp:77] Creating layer scale4e_branch2b_p
I0228 11:22:52.972170  9676 net.cpp:122] Setting up scale4e_branch2b_p
I0228 11:22:52.972180  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.972185  9676 net.cpp:137] Memory required for data: 3524493312
I0228 11:22:52.972193  9676 net.cpp:465] Sharing parameters 'scale4e_branch2b_alpha' owned by layer 'scale4e_branch2b', param index 0
I0228 11:22:52.972199  9676 net.cpp:465] Sharing parameters 'scale4e_branch2b_beta' owned by layer 'scale4e_branch2b', param index 1
I0228 11:22:52.972204  9676 layer_factory.hpp:77] Creating layer res4e_branch2b_relu_p
I0228 11:22:52.972213  9676 net.cpp:84] Creating Layer res4e_branch2b_relu_p
I0228 11:22:52.972219  9676 net.cpp:406] res4e_branch2b_relu_p <- res4e_branch2b_p
I0228 11:22:52.972225  9676 net.cpp:367] res4e_branch2b_relu_p -> res4e_branch2b_p (in-place)
I0228 11:22:52.972519  9676 net.cpp:122] Setting up res4e_branch2b_relu_p
I0228 11:22:52.972532  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.972537  9676 net.cpp:137] Memory required for data: 3526098944
I0228 11:22:52.972542  9676 layer_factory.hpp:77] Creating layer res4e_branch2c_p
I0228 11:22:52.972555  9676 net.cpp:84] Creating Layer res4e_branch2c_p
I0228 11:22:52.972561  9676 net.cpp:406] res4e_branch2c_p <- res4e_branch2b_p
I0228 11:22:52.972570  9676 net.cpp:380] res4e_branch2c_p -> res4e_branch2c_p
I0228 11:22:52.975687  9676 net.cpp:122] Setting up res4e_branch2c_p
I0228 11:22:52.975708  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.975713  9676 net.cpp:137] Memory required for data: 3532521472
I0228 11:22:52.975721  9676 net.cpp:465] Sharing parameters 'res4e_branch2c_w' owned by layer 'res4e_branch2c', param index 0
I0228 11:22:52.975728  9676 layer_factory.hpp:77] Creating layer bn4e_branch2c_p
I0228 11:22:52.975738  9676 net.cpp:84] Creating Layer bn4e_branch2c_p
I0228 11:22:52.975744  9676 net.cpp:406] bn4e_branch2c_p <- res4e_branch2c_p
I0228 11:22:52.975754  9676 net.cpp:367] bn4e_branch2c_p -> res4e_branch2c_p (in-place)
I0228 11:22:52.976130  9676 net.cpp:122] Setting up bn4e_branch2c_p
I0228 11:22:52.976141  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.976146  9676 net.cpp:137] Memory required for data: 3538944000
I0228 11:22:52.976153  9676 net.cpp:465] Sharing parameters 'bn4e_branch2c_mean' owned by layer 'bn4e_branch2c', param index 0
I0228 11:22:52.976161  9676 net.cpp:465] Sharing parameters 'bn4e_branch2c_variance' owned by layer 'bn4e_branch2c', param index 1
I0228 11:22:52.976167  9676 net.cpp:465] Sharing parameters 'bn4e_branch2c_scale_factor' owned by layer 'bn4e_branch2c', param index 2
I0228 11:22:52.976173  9676 layer_factory.hpp:77] Creating layer scale4e_branch2c_p
I0228 11:22:52.976182  9676 net.cpp:84] Creating Layer scale4e_branch2c_p
I0228 11:22:52.976187  9676 net.cpp:406] scale4e_branch2c_p <- res4e_branch2c_p
I0228 11:22:52.976197  9676 net.cpp:367] scale4e_branch2c_p -> res4e_branch2c_p (in-place)
I0228 11:22:52.976274  9676 layer_factory.hpp:77] Creating layer scale4e_branch2c_p
I0228 11:22:52.976490  9676 net.cpp:122] Setting up scale4e_branch2c_p
I0228 11:22:52.976500  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.976505  9676 net.cpp:137] Memory required for data: 3545366528
I0228 11:22:52.976512  9676 net.cpp:465] Sharing parameters 'scale4e_branch2c_alpha' owned by layer 'scale4e_branch2c', param index 0
I0228 11:22:52.976521  9676 net.cpp:465] Sharing parameters 'scale4e_branch2c_beta' owned by layer 'scale4e_branch2c', param index 1
I0228 11:22:52.976526  9676 layer_factory.hpp:77] Creating layer res4e_p
I0228 11:22:52.976533  9676 net.cpp:84] Creating Layer res4e_p
I0228 11:22:52.976539  9676 net.cpp:406] res4e_p <- res4d_p_res4d_relu_p_0_split_1
I0228 11:22:52.976547  9676 net.cpp:406] res4e_p <- res4e_branch2c_p
I0228 11:22:52.976557  9676 net.cpp:380] res4e_p -> res4e_p
I0228 11:22:52.976599  9676 net.cpp:122] Setting up res4e_p
I0228 11:22:52.976608  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.976613  9676 net.cpp:137] Memory required for data: 3551789056
I0228 11:22:52.976617  9676 layer_factory.hpp:77] Creating layer res4e_relu_p
I0228 11:22:52.976625  9676 net.cpp:84] Creating Layer res4e_relu_p
I0228 11:22:52.976630  9676 net.cpp:406] res4e_relu_p <- res4e_p
I0228 11:22:52.976637  9676 net.cpp:367] res4e_relu_p -> res4e_p (in-place)
I0228 11:22:52.976932  9676 net.cpp:122] Setting up res4e_relu_p
I0228 11:22:52.976945  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.976950  9676 net.cpp:137] Memory required for data: 3558211584
I0228 11:22:52.976956  9676 layer_factory.hpp:77] Creating layer res4e_p_res4e_relu_p_0_split
I0228 11:22:52.976963  9676 net.cpp:84] Creating Layer res4e_p_res4e_relu_p_0_split
I0228 11:22:52.976969  9676 net.cpp:406] res4e_p_res4e_relu_p_0_split <- res4e_p
I0228 11:22:52.976979  9676 net.cpp:380] res4e_p_res4e_relu_p_0_split -> res4e_p_res4e_relu_p_0_split_0
I0228 11:22:52.976989  9676 net.cpp:380] res4e_p_res4e_relu_p_0_split -> res4e_p_res4e_relu_p_0_split_1
I0228 11:22:52.977056  9676 net.cpp:122] Setting up res4e_p_res4e_relu_p_0_split
I0228 11:22:52.977067  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.977074  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.977078  9676 net.cpp:137] Memory required for data: 3571056640
I0228 11:22:52.977083  9676 layer_factory.hpp:77] Creating layer res4f_branch2a_p
I0228 11:22:52.977097  9676 net.cpp:84] Creating Layer res4f_branch2a_p
I0228 11:22:52.977103  9676 net.cpp:406] res4f_branch2a_p <- res4e_p_res4e_relu_p_0_split_0
I0228 11:22:52.977113  9676 net.cpp:380] res4f_branch2a_p -> res4f_branch2a_p
I0228 11:22:52.979123  9676 net.cpp:122] Setting up res4f_branch2a_p
I0228 11:22:52.979142  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.979147  9676 net.cpp:137] Memory required for data: 3572662272
I0228 11:22:52.979156  9676 net.cpp:465] Sharing parameters 'res4f_branch2a_w' owned by layer 'res4f_branch2a', param index 0
I0228 11:22:52.979162  9676 layer_factory.hpp:77] Creating layer bn4f_branch2a_p
I0228 11:22:52.979173  9676 net.cpp:84] Creating Layer bn4f_branch2a_p
I0228 11:22:52.979179  9676 net.cpp:406] bn4f_branch2a_p <- res4f_branch2a_p
I0228 11:22:52.979189  9676 net.cpp:367] bn4f_branch2a_p -> res4f_branch2a_p (in-place)
I0228 11:22:52.979528  9676 net.cpp:122] Setting up bn4f_branch2a_p
I0228 11:22:52.979539  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.979544  9676 net.cpp:137] Memory required for data: 3574267904
I0228 11:22:52.979552  9676 net.cpp:465] Sharing parameters 'bn4f_branch2a_mean' owned by layer 'bn4f_branch2a', param index 0
I0228 11:22:52.979558  9676 net.cpp:465] Sharing parameters 'bn4f_branch2a_variance' owned by layer 'bn4f_branch2a', param index 1
I0228 11:22:52.979565  9676 net.cpp:465] Sharing parameters 'bn4f_branch2a_scale_factor' owned by layer 'bn4f_branch2a', param index 2
I0228 11:22:52.979570  9676 layer_factory.hpp:77] Creating layer scale4f_branch2a_p
I0228 11:22:52.979580  9676 net.cpp:84] Creating Layer scale4f_branch2a_p
I0228 11:22:52.979586  9676 net.cpp:406] scale4f_branch2a_p <- res4f_branch2a_p
I0228 11:22:52.979593  9676 net.cpp:367] scale4f_branch2a_p -> res4f_branch2a_p (in-place)
I0228 11:22:52.979663  9676 layer_factory.hpp:77] Creating layer scale4f_branch2a_p
I0228 11:22:52.979854  9676 net.cpp:122] Setting up scale4f_branch2a_p
I0228 11:22:52.979863  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.979869  9676 net.cpp:137] Memory required for data: 3575873536
I0228 11:22:52.979876  9676 net.cpp:465] Sharing parameters 'scale4f_branch2a_alpha' owned by layer 'scale4f_branch2a', param index 0
I0228 11:22:52.979883  9676 net.cpp:465] Sharing parameters 'scale4f_branch2a_beta' owned by layer 'scale4f_branch2a', param index 1
I0228 11:22:52.979888  9676 layer_factory.hpp:77] Creating layer res4f_branch2a_relu_p
I0228 11:22:52.979897  9676 net.cpp:84] Creating Layer res4f_branch2a_relu_p
I0228 11:22:52.979902  9676 net.cpp:406] res4f_branch2a_relu_p <- res4f_branch2a_p
I0228 11:22:52.979910  9676 net.cpp:367] res4f_branch2a_relu_p -> res4f_branch2a_p (in-place)
I0228 11:22:52.980715  9676 net.cpp:122] Setting up res4f_branch2a_relu_p
I0228 11:22:52.980733  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.980738  9676 net.cpp:137] Memory required for data: 3577479168
I0228 11:22:52.980744  9676 layer_factory.hpp:77] Creating layer res4f_branch2b_p
I0228 11:22:52.980757  9676 net.cpp:84] Creating Layer res4f_branch2b_p
I0228 11:22:52.980764  9676 net.cpp:406] res4f_branch2b_p <- res4f_branch2a_p
I0228 11:22:52.980774  9676 net.cpp:380] res4f_branch2b_p -> res4f_branch2b_p
I0228 11:22:52.984750  9676 net.cpp:122] Setting up res4f_branch2b_p
I0228 11:22:52.984771  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.984776  9676 net.cpp:137] Memory required for data: 3579084800
I0228 11:22:52.984784  9676 net.cpp:465] Sharing parameters 'res4f_branch2b_w' owned by layer 'res4f_branch2b', param index 0
I0228 11:22:52.984791  9676 layer_factory.hpp:77] Creating layer bn4f_branch2b_p
I0228 11:22:52.984802  9676 net.cpp:84] Creating Layer bn4f_branch2b_p
I0228 11:22:52.984808  9676 net.cpp:406] bn4f_branch2b_p <- res4f_branch2b_p
I0228 11:22:52.984822  9676 net.cpp:367] bn4f_branch2b_p -> res4f_branch2b_p (in-place)
I0228 11:22:52.985175  9676 net.cpp:122] Setting up bn4f_branch2b_p
I0228 11:22:52.985186  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.985196  9676 net.cpp:137] Memory required for data: 3580690432
I0228 11:22:52.985204  9676 net.cpp:465] Sharing parameters 'bn4f_branch2b_mean' owned by layer 'bn4f_branch2b', param index 0
I0228 11:22:52.985211  9676 net.cpp:465] Sharing parameters 'bn4f_branch2b_variance' owned by layer 'bn4f_branch2b', param index 1
I0228 11:22:52.985218  9676 net.cpp:465] Sharing parameters 'bn4f_branch2b_scale_factor' owned by layer 'bn4f_branch2b', param index 2
I0228 11:22:52.985224  9676 layer_factory.hpp:77] Creating layer scale4f_branch2b_p
I0228 11:22:52.985234  9676 net.cpp:84] Creating Layer scale4f_branch2b_p
I0228 11:22:52.985239  9676 net.cpp:406] scale4f_branch2b_p <- res4f_branch2b_p
I0228 11:22:52.985246  9676 net.cpp:367] scale4f_branch2b_p -> res4f_branch2b_p (in-place)
I0228 11:22:52.985318  9676 layer_factory.hpp:77] Creating layer scale4f_branch2b_p
I0228 11:22:52.985512  9676 net.cpp:122] Setting up scale4f_branch2b_p
I0228 11:22:52.985522  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.985527  9676 net.cpp:137] Memory required for data: 3582296064
I0228 11:22:52.985533  9676 net.cpp:465] Sharing parameters 'scale4f_branch2b_alpha' owned by layer 'scale4f_branch2b', param index 0
I0228 11:22:52.985541  9676 net.cpp:465] Sharing parameters 'scale4f_branch2b_beta' owned by layer 'scale4f_branch2b', param index 1
I0228 11:22:52.985546  9676 layer_factory.hpp:77] Creating layer res4f_branch2b_relu_p
I0228 11:22:52.985554  9676 net.cpp:84] Creating Layer res4f_branch2b_relu_p
I0228 11:22:52.985560  9676 net.cpp:406] res4f_branch2b_relu_p <- res4f_branch2b_p
I0228 11:22:52.985569  9676 net.cpp:367] res4f_branch2b_relu_p -> res4f_branch2b_p (in-place)
I0228 11:22:52.985867  9676 net.cpp:122] Setting up res4f_branch2b_relu_p
I0228 11:22:52.985878  9676 net.cpp:129] Top shape: 8 256 14 14 (401408)
I0228 11:22:52.985884  9676 net.cpp:137] Memory required for data: 3583901696
I0228 11:22:52.985889  9676 layer_factory.hpp:77] Creating layer res4f_branch2c_p
I0228 11:22:52.985901  9676 net.cpp:84] Creating Layer res4f_branch2c_p
I0228 11:22:52.985908  9676 net.cpp:406] res4f_branch2c_p <- res4f_branch2b_p
I0228 11:22:52.985918  9676 net.cpp:380] res4f_branch2c_p -> res4f_branch2c_p
I0228 11:22:52.989226  9676 net.cpp:122] Setting up res4f_branch2c_p
I0228 11:22:52.989246  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.989251  9676 net.cpp:137] Memory required for data: 3590324224
I0228 11:22:52.989260  9676 net.cpp:465] Sharing parameters 'res4f_branch2c_w' owned by layer 'res4f_branch2c', param index 0
I0228 11:22:52.989266  9676 layer_factory.hpp:77] Creating layer bn4f_branch2c_p
I0228 11:22:52.989277  9676 net.cpp:84] Creating Layer bn4f_branch2c_p
I0228 11:22:52.989284  9676 net.cpp:406] bn4f_branch2c_p <- res4f_branch2c_p
I0228 11:22:52.989295  9676 net.cpp:367] bn4f_branch2c_p -> res4f_branch2c_p (in-place)
I0228 11:22:52.989676  9676 net.cpp:122] Setting up bn4f_branch2c_p
I0228 11:22:52.989687  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.989691  9676 net.cpp:137] Memory required for data: 3596746752
I0228 11:22:52.989699  9676 net.cpp:465] Sharing parameters 'bn4f_branch2c_mean' owned by layer 'bn4f_branch2c', param index 0
I0228 11:22:52.989706  9676 net.cpp:465] Sharing parameters 'bn4f_branch2c_variance' owned by layer 'bn4f_branch2c', param index 1
I0228 11:22:52.989713  9676 net.cpp:465] Sharing parameters 'bn4f_branch2c_scale_factor' owned by layer 'bn4f_branch2c', param index 2
I0228 11:22:52.989718  9676 layer_factory.hpp:77] Creating layer scale4f_branch2c_p
I0228 11:22:52.989729  9676 net.cpp:84] Creating Layer scale4f_branch2c_p
I0228 11:22:52.989734  9676 net.cpp:406] scale4f_branch2c_p <- res4f_branch2c_p
I0228 11:22:52.989742  9676 net.cpp:367] scale4f_branch2c_p -> res4f_branch2c_p (in-place)
I0228 11:22:52.989822  9676 layer_factory.hpp:77] Creating layer scale4f_branch2c_p
I0228 11:22:52.990044  9676 net.cpp:122] Setting up scale4f_branch2c_p
I0228 11:22:52.990054  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.990063  9676 net.cpp:137] Memory required for data: 3603169280
I0228 11:22:52.990070  9676 net.cpp:465] Sharing parameters 'scale4f_branch2c_alpha' owned by layer 'scale4f_branch2c', param index 0
I0228 11:22:52.990078  9676 net.cpp:465] Sharing parameters 'scale4f_branch2c_beta' owned by layer 'scale4f_branch2c', param index 1
I0228 11:22:52.990083  9676 layer_factory.hpp:77] Creating layer res4f_p
I0228 11:22:52.990093  9676 net.cpp:84] Creating Layer res4f_p
I0228 11:22:52.990099  9676 net.cpp:406] res4f_p <- res4e_p_res4e_relu_p_0_split_1
I0228 11:22:52.990116  9676 net.cpp:406] res4f_p <- res4f_branch2c_p
I0228 11:22:52.990125  9676 net.cpp:380] res4f_p -> res4f_p
I0228 11:22:52.990170  9676 net.cpp:122] Setting up res4f_p
I0228 11:22:52.990180  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.990185  9676 net.cpp:137] Memory required for data: 3609591808
I0228 11:22:52.990190  9676 layer_factory.hpp:77] Creating layer res4f_relu_p
I0228 11:22:52.990197  9676 net.cpp:84] Creating Layer res4f_relu_p
I0228 11:22:52.990202  9676 net.cpp:406] res4f_relu_p <- res4f_p
I0228 11:22:52.990211  9676 net.cpp:367] res4f_relu_p -> res4f_p (in-place)
I0228 11:22:52.991005  9676 net.cpp:122] Setting up res4f_relu_p
I0228 11:22:52.991022  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.991027  9676 net.cpp:137] Memory required for data: 3616014336
I0228 11:22:52.991034  9676 layer_factory.hpp:77] Creating layer res4f_p_res4f_relu_p_0_split
I0228 11:22:52.991044  9676 net.cpp:84] Creating Layer res4f_p_res4f_relu_p_0_split
I0228 11:22:52.991050  9676 net.cpp:406] res4f_p_res4f_relu_p_0_split <- res4f_p
I0228 11:22:52.991058  9676 net.cpp:380] res4f_p_res4f_relu_p_0_split -> res4f_p_res4f_relu_p_0_split_0
I0228 11:22:52.991070  9676 net.cpp:380] res4f_p_res4f_relu_p_0_split -> res4f_p_res4f_relu_p_0_split_1
I0228 11:22:52.991147  9676 net.cpp:122] Setting up res4f_p_res4f_relu_p_0_split
I0228 11:22:52.991155  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.991163  9676 net.cpp:129] Top shape: 8 1024 14 14 (1605632)
I0228 11:22:52.991168  9676 net.cpp:137] Memory required for data: 3628859392
I0228 11:22:52.991173  9676 layer_factory.hpp:77] Creating layer res5a_branch1_p
I0228 11:22:52.991184  9676 net.cpp:84] Creating Layer res5a_branch1_p
I0228 11:22:52.991190  9676 net.cpp:406] res5a_branch1_p <- res4f_p_res4f_relu_p_0_split_0
I0228 11:22:52.991200  9676 net.cpp:380] res5a_branch1_p -> res5a_branch1_p
I0228 11:22:52.997822  9676 net.cpp:122] Setting up res5a_branch1_p
I0228 11:22:52.997845  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.997850  9676 net.cpp:137] Memory required for data: 3632070656
I0228 11:22:52.997859  9676 net.cpp:465] Sharing parameters 'res5a_branch1_w' owned by layer 'res5a_branch1', param index 0
I0228 11:22:52.997865  9676 layer_factory.hpp:77] Creating layer bn5a_branch1_p
I0228 11:22:52.997876  9676 net.cpp:84] Creating Layer bn5a_branch1_p
I0228 11:22:52.997882  9676 net.cpp:406] bn5a_branch1_p <- res5a_branch1_p
I0228 11:22:52.997892  9676 net.cpp:367] bn5a_branch1_p -> res5a_branch1_p (in-place)
I0228 11:22:52.998319  9676 net.cpp:122] Setting up bn5a_branch1_p
I0228 11:22:52.998330  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.998335  9676 net.cpp:137] Memory required for data: 3635281920
I0228 11:22:52.998343  9676 net.cpp:465] Sharing parameters 'bn5a_branch1_mean' owned by layer 'bn5a_branch1', param index 0
I0228 11:22:52.998350  9676 net.cpp:465] Sharing parameters 'bn5a_branch1_variance' owned by layer 'bn5a_branch1', param index 1
I0228 11:22:52.998358  9676 net.cpp:465] Sharing parameters 'bn5a_branch1_scale_factor' owned by layer 'bn5a_branch1', param index 2
I0228 11:22:52.998363  9676 layer_factory.hpp:77] Creating layer scale5a_branch1_p
I0228 11:22:52.998373  9676 net.cpp:84] Creating Layer scale5a_branch1_p
I0228 11:22:52.998378  9676 net.cpp:406] scale5a_branch1_p <- res5a_branch1_p
I0228 11:22:52.998387  9676 net.cpp:367] scale5a_branch1_p -> res5a_branch1_p (in-place)
I0228 11:22:52.998473  9676 layer_factory.hpp:77] Creating layer scale5a_branch1_p
I0228 11:22:52.998703  9676 net.cpp:122] Setting up scale5a_branch1_p
I0228 11:22:52.998713  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:52.998718  9676 net.cpp:137] Memory required for data: 3638493184
I0228 11:22:52.998725  9676 net.cpp:465] Sharing parameters 'scale5a_branch1_alpha' owned by layer 'scale5a_branch1', param index 0
I0228 11:22:52.998733  9676 net.cpp:465] Sharing parameters 'scale5a_branch1_beta' owned by layer 'scale5a_branch1', param index 1
I0228 11:22:52.998739  9676 layer_factory.hpp:77] Creating layer res5a_branch2a_p
I0228 11:22:52.998750  9676 net.cpp:84] Creating Layer res5a_branch2a_p
I0228 11:22:52.998756  9676 net.cpp:406] res5a_branch2a_p <- res4f_p_res4f_relu_p_0_split_1
I0228 11:22:52.998770  9676 net.cpp:380] res5a_branch2a_p -> res5a_branch2a_p
I0228 11:22:53.002168  9676 net.cpp:122] Setting up res5a_branch2a_p
I0228 11:22:53.002188  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.002193  9676 net.cpp:137] Memory required for data: 3639296000
I0228 11:22:53.002202  9676 net.cpp:465] Sharing parameters 'res5a_branch2a_w' owned by layer 'res5a_branch2a', param index 0
I0228 11:22:53.002209  9676 layer_factory.hpp:77] Creating layer bn5a_branch2a_p
I0228 11:22:53.002220  9676 net.cpp:84] Creating Layer bn5a_branch2a_p
I0228 11:22:53.002226  9676 net.cpp:406] bn5a_branch2a_p <- res5a_branch2a_p
I0228 11:22:53.002238  9676 net.cpp:367] bn5a_branch2a_p -> res5a_branch2a_p (in-place)
I0228 11:22:53.002621  9676 net.cpp:122] Setting up bn5a_branch2a_p
I0228 11:22:53.002632  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.002637  9676 net.cpp:137] Memory required for data: 3640098816
I0228 11:22:53.002645  9676 net.cpp:465] Sharing parameters 'bn5a_branch2a_mean' owned by layer 'bn5a_branch2a', param index 0
I0228 11:22:53.002652  9676 net.cpp:465] Sharing parameters 'bn5a_branch2a_variance' owned by layer 'bn5a_branch2a', param index 1
I0228 11:22:53.002658  9676 net.cpp:465] Sharing parameters 'bn5a_branch2a_scale_factor' owned by layer 'bn5a_branch2a', param index 2
I0228 11:22:53.002665  9676 layer_factory.hpp:77] Creating layer scale5a_branch2a_p
I0228 11:22:53.002676  9676 net.cpp:84] Creating Layer scale5a_branch2a_p
I0228 11:22:53.002681  9676 net.cpp:406] scale5a_branch2a_p <- res5a_branch2a_p
I0228 11:22:53.002688  9676 net.cpp:367] scale5a_branch2a_p -> res5a_branch2a_p (in-place)
I0228 11:22:53.002768  9676 layer_factory.hpp:77] Creating layer scale5a_branch2a_p
I0228 11:22:53.003000  9676 net.cpp:122] Setting up scale5a_branch2a_p
I0228 11:22:53.003010  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.003015  9676 net.cpp:137] Memory required for data: 3640901632
I0228 11:22:53.003021  9676 net.cpp:465] Sharing parameters 'scale5a_branch2a_alpha' owned by layer 'scale5a_branch2a', param index 0
I0228 11:22:53.003032  9676 net.cpp:465] Sharing parameters 'scale5a_branch2a_beta' owned by layer 'scale5a_branch2a', param index 1
I0228 11:22:53.003038  9676 layer_factory.hpp:77] Creating layer res5a_branch2a_relu_p
I0228 11:22:53.003046  9676 net.cpp:84] Creating Layer res5a_branch2a_relu_p
I0228 11:22:53.003051  9676 net.cpp:406] res5a_branch2a_relu_p <- res5a_branch2a_p
I0228 11:22:53.003060  9676 net.cpp:367] res5a_branch2a_relu_p -> res5a_branch2a_p (in-place)
I0228 11:22:53.003345  9676 net.cpp:122] Setting up res5a_branch2a_relu_p
I0228 11:22:53.003356  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.003361  9676 net.cpp:137] Memory required for data: 3641704448
I0228 11:22:53.003367  9676 layer_factory.hpp:77] Creating layer res5a_branch2b_p
I0228 11:22:53.003379  9676 net.cpp:84] Creating Layer res5a_branch2b_p
I0228 11:22:53.003386  9676 net.cpp:406] res5a_branch2b_p <- res5a_branch2a_p
I0228 11:22:53.003393  9676 net.cpp:380] res5a_branch2b_p -> res5a_branch2b_p
I0228 11:22:53.010543  9676 net.cpp:122] Setting up res5a_branch2b_p
I0228 11:22:53.010565  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.010571  9676 net.cpp:137] Memory required for data: 3642507264
I0228 11:22:53.010583  9676 net.cpp:465] Sharing parameters 'res5a_branch2b_w' owned by layer 'res5a_branch2b', param index 0
I0228 11:22:53.010591  9676 layer_factory.hpp:77] Creating layer bn5a_branch2b_p
I0228 11:22:53.010602  9676 net.cpp:84] Creating Layer bn5a_branch2b_p
I0228 11:22:53.010609  9676 net.cpp:406] bn5a_branch2b_p <- res5a_branch2b_p
I0228 11:22:53.010619  9676 net.cpp:367] bn5a_branch2b_p -> res5a_branch2b_p (in-place)
I0228 11:22:53.011014  9676 net.cpp:122] Setting up bn5a_branch2b_p
I0228 11:22:53.011025  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.011030  9676 net.cpp:137] Memory required for data: 3643310080
I0228 11:22:53.011039  9676 net.cpp:465] Sharing parameters 'bn5a_branch2b_mean' owned by layer 'bn5a_branch2b', param index 0
I0228 11:22:53.011047  9676 net.cpp:465] Sharing parameters 'bn5a_branch2b_variance' owned by layer 'bn5a_branch2b', param index 1
I0228 11:22:53.011054  9676 net.cpp:465] Sharing parameters 'bn5a_branch2b_scale_factor' owned by layer 'bn5a_branch2b', param index 2
I0228 11:22:53.011059  9676 layer_factory.hpp:77] Creating layer scale5a_branch2b_p
I0228 11:22:53.011070  9676 net.cpp:84] Creating Layer scale5a_branch2b_p
I0228 11:22:53.011075  9676 net.cpp:406] scale5a_branch2b_p <- res5a_branch2b_p
I0228 11:22:53.011082  9676 net.cpp:367] scale5a_branch2b_p -> res5a_branch2b_p (in-place)
I0228 11:22:53.011167  9676 layer_factory.hpp:77] Creating layer scale5a_branch2b_p
I0228 11:22:53.011397  9676 net.cpp:122] Setting up scale5a_branch2b_p
I0228 11:22:53.011409  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.011413  9676 net.cpp:137] Memory required for data: 3644112896
I0228 11:22:53.011420  9676 net.cpp:465] Sharing parameters 'scale5a_branch2b_alpha' owned by layer 'scale5a_branch2b', param index 0
I0228 11:22:53.011427  9676 net.cpp:465] Sharing parameters 'scale5a_branch2b_beta' owned by layer 'scale5a_branch2b', param index 1
I0228 11:22:53.011433  9676 layer_factory.hpp:77] Creating layer res5a_branch2b_relu_p
I0228 11:22:53.011441  9676 net.cpp:84] Creating Layer res5a_branch2b_relu_p
I0228 11:22:53.011446  9676 net.cpp:406] res5a_branch2b_relu_p <- res5a_branch2b_p
I0228 11:22:53.011456  9676 net.cpp:367] res5a_branch2b_relu_p -> res5a_branch2b_p (in-place)
I0228 11:22:53.011739  9676 net.cpp:122] Setting up res5a_branch2b_relu_p
I0228 11:22:53.011752  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.011757  9676 net.cpp:137] Memory required for data: 3644915712
I0228 11:22:53.011762  9676 layer_factory.hpp:77] Creating layer res5a_branch2c_p
I0228 11:22:53.011773  9676 net.cpp:84] Creating Layer res5a_branch2c_p
I0228 11:22:53.011780  9676 net.cpp:406] res5a_branch2c_p <- res5a_branch2b_p
I0228 11:22:53.011790  9676 net.cpp:380] res5a_branch2c_p -> res5a_branch2c_p
I0228 11:22:53.016221  9676 net.cpp:122] Setting up res5a_branch2c_p
I0228 11:22:53.016242  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:53.016247  9676 net.cpp:137] Memory required for data: 3648126976
I0228 11:22:53.016257  9676 net.cpp:465] Sharing parameters 'res5a_branch2c_w' owned by layer 'res5a_branch2c', param index 0
I0228 11:22:53.016263  9676 layer_factory.hpp:77] Creating layer bn5a_branch2c_p
I0228 11:22:53.016274  9676 net.cpp:84] Creating Layer bn5a_branch2c_p
I0228 11:22:53.016280  9676 net.cpp:406] bn5a_branch2c_p <- res5a_branch2c_p
I0228 11:22:53.016290  9676 net.cpp:367] bn5a_branch2c_p -> res5a_branch2c_p (in-place)
I0228 11:22:53.016692  9676 net.cpp:122] Setting up bn5a_branch2c_p
I0228 11:22:53.016703  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:53.016708  9676 net.cpp:137] Memory required for data: 3651338240
I0228 11:22:53.016716  9676 net.cpp:465] Sharing parameters 'bn5a_branch2c_mean' owned by layer 'bn5a_branch2c', param index 0
I0228 11:22:53.016724  9676 net.cpp:465] Sharing parameters 'bn5a_branch2c_variance' owned by layer 'bn5a_branch2c', param index 1
I0228 11:22:53.016731  9676 net.cpp:465] Sharing parameters 'bn5a_branch2c_scale_factor' owned by layer 'bn5a_branch2c', param index 2
I0228 11:22:53.016741  9676 layer_factory.hpp:77] Creating layer scale5a_branch2c_p
I0228 11:22:53.016752  9676 net.cpp:84] Creating Layer scale5a_branch2c_p
I0228 11:22:53.016757  9676 net.cpp:406] scale5a_branch2c_p <- res5a_branch2c_p
I0228 11:22:53.016765  9676 net.cpp:367] scale5a_branch2c_p -> res5a_branch2c_p (in-place)
I0228 11:22:53.016851  9676 layer_factory.hpp:77] Creating layer scale5a_branch2c_p
I0228 11:22:53.017081  9676 net.cpp:122] Setting up scale5a_branch2c_p
I0228 11:22:53.017092  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:53.017097  9676 net.cpp:137] Memory required for data: 3654549504
I0228 11:22:53.017105  9676 net.cpp:465] Sharing parameters 'scale5a_branch2c_alpha' owned by layer 'scale5a_branch2c', param index 0
I0228 11:22:53.017112  9676 net.cpp:465] Sharing parameters 'scale5a_branch2c_beta' owned by layer 'scale5a_branch2c', param index 1
I0228 11:22:53.017117  9676 layer_factory.hpp:77] Creating layer res5a_p
I0228 11:22:53.017132  9676 net.cpp:84] Creating Layer res5a_p
I0228 11:22:53.017138  9676 net.cpp:406] res5a_p <- res5a_branch1_p
I0228 11:22:53.017144  9676 net.cpp:406] res5a_p <- res5a_branch2c_p
I0228 11:22:53.017151  9676 net.cpp:380] res5a_p -> res5a_p
I0228 11:22:53.017196  9676 net.cpp:122] Setting up res5a_p
I0228 11:22:53.017205  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:53.017210  9676 net.cpp:137] Memory required for data: 3657760768
I0228 11:22:53.017216  9676 layer_factory.hpp:77] Creating layer res5a_relu_p
I0228 11:22:53.017225  9676 net.cpp:84] Creating Layer res5a_relu_p
I0228 11:22:53.017230  9676 net.cpp:406] res5a_relu_p <- res5a_p
I0228 11:22:53.017237  9676 net.cpp:367] res5a_relu_p -> res5a_p (in-place)
I0228 11:22:53.017525  9676 net.cpp:122] Setting up res5a_relu_p
I0228 11:22:53.017537  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:53.017542  9676 net.cpp:137] Memory required for data: 3660972032
I0228 11:22:53.017549  9676 layer_factory.hpp:77] Creating layer res5a_p_res5a_relu_p_0_split
I0228 11:22:53.017555  9676 net.cpp:84] Creating Layer res5a_p_res5a_relu_p_0_split
I0228 11:22:53.017561  9676 net.cpp:406] res5a_p_res5a_relu_p_0_split <- res5a_p
I0228 11:22:53.017570  9676 net.cpp:380] res5a_p_res5a_relu_p_0_split -> res5a_p_res5a_relu_p_0_split_0
I0228 11:22:53.017580  9676 net.cpp:380] res5a_p_res5a_relu_p_0_split -> res5a_p_res5a_relu_p_0_split_1
I0228 11:22:53.017652  9676 net.cpp:122] Setting up res5a_p_res5a_relu_p_0_split
I0228 11:22:53.017662  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:53.017668  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:53.017673  9676 net.cpp:137] Memory required for data: 3667394560
I0228 11:22:53.017678  9676 layer_factory.hpp:77] Creating layer res5b_branch2a_p
I0228 11:22:53.017689  9676 net.cpp:84] Creating Layer res5b_branch2a_p
I0228 11:22:53.017695  9676 net.cpp:406] res5b_branch2a_p <- res5a_p_res5a_relu_p_0_split_0
I0228 11:22:53.017705  9676 net.cpp:380] res5b_branch2a_p -> res5b_branch2a_p
I0228 11:22:53.022104  9676 net.cpp:122] Setting up res5b_branch2a_p
I0228 11:22:53.022130  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.022136  9676 net.cpp:137] Memory required for data: 3668197376
I0228 11:22:53.022145  9676 net.cpp:465] Sharing parameters 'res5b_branch2a_w' owned by layer 'res5b_branch2a', param index 0
I0228 11:22:53.022150  9676 layer_factory.hpp:77] Creating layer bn5b_branch2a_p
I0228 11:22:53.022162  9676 net.cpp:84] Creating Layer bn5b_branch2a_p
I0228 11:22:53.022169  9676 net.cpp:406] bn5b_branch2a_p <- res5b_branch2a_p
I0228 11:22:53.022179  9676 net.cpp:367] bn5b_branch2a_p -> res5b_branch2a_p (in-place)
I0228 11:22:53.022572  9676 net.cpp:122] Setting up bn5b_branch2a_p
I0228 11:22:53.022583  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.022588  9676 net.cpp:137] Memory required for data: 3669000192
I0228 11:22:53.022595  9676 net.cpp:465] Sharing parameters 'bn5b_branch2a_mean' owned by layer 'bn5b_branch2a', param index 0
I0228 11:22:53.022605  9676 net.cpp:465] Sharing parameters 'bn5b_branch2a_variance' owned by layer 'bn5b_branch2a', param index 1
I0228 11:22:53.022613  9676 net.cpp:465] Sharing parameters 'bn5b_branch2a_scale_factor' owned by layer 'bn5b_branch2a', param index 2
I0228 11:22:53.022619  9676 layer_factory.hpp:77] Creating layer scale5b_branch2a_p
I0228 11:22:53.022629  9676 net.cpp:84] Creating Layer scale5b_branch2a_p
I0228 11:22:53.022634  9676 net.cpp:406] scale5b_branch2a_p <- res5b_branch2a_p
I0228 11:22:53.022641  9676 net.cpp:367] scale5b_branch2a_p -> res5b_branch2a_p (in-place)
I0228 11:22:53.022725  9676 layer_factory.hpp:77] Creating layer scale5b_branch2a_p
I0228 11:22:53.022954  9676 net.cpp:122] Setting up scale5b_branch2a_p
I0228 11:22:53.022965  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.022970  9676 net.cpp:137] Memory required for data: 3669803008
I0228 11:22:53.022977  9676 net.cpp:465] Sharing parameters 'scale5b_branch2a_alpha' owned by layer 'scale5b_branch2a', param index 0
I0228 11:22:53.022985  9676 net.cpp:465] Sharing parameters 'scale5b_branch2a_beta' owned by layer 'scale5b_branch2a', param index 1
I0228 11:22:53.022990  9676 layer_factory.hpp:77] Creating layer res5b_branch2a_relu_p
I0228 11:22:53.023000  9676 net.cpp:84] Creating Layer res5b_branch2a_relu_p
I0228 11:22:53.023006  9676 net.cpp:406] res5b_branch2a_relu_p <- res5b_branch2a_p
I0228 11:22:53.023012  9676 net.cpp:367] res5b_branch2a_relu_p -> res5b_branch2a_p (in-place)
I0228 11:22:53.023838  9676 net.cpp:122] Setting up res5b_branch2a_relu_p
I0228 11:22:53.023856  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.023861  9676 net.cpp:137] Memory required for data: 3670605824
I0228 11:22:53.023867  9676 layer_factory.hpp:77] Creating layer res5b_branch2b_p
I0228 11:22:53.023881  9676 net.cpp:84] Creating Layer res5b_branch2b_p
I0228 11:22:53.023887  9676 net.cpp:406] res5b_branch2b_p <- res5b_branch2a_p
I0228 11:22:53.023900  9676 net.cpp:380] res5b_branch2b_p -> res5b_branch2b_p
I0228 11:22:53.030493  9676 net.cpp:122] Setting up res5b_branch2b_p
I0228 11:22:53.030516  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.030521  9676 net.cpp:137] Memory required for data: 3671408640
I0228 11:22:53.030531  9676 net.cpp:465] Sharing parameters 'res5b_branch2b_w' owned by layer 'res5b_branch2b', param index 0
I0228 11:22:53.030537  9676 layer_factory.hpp:77] Creating layer bn5b_branch2b_p
I0228 11:22:53.030550  9676 net.cpp:84] Creating Layer bn5b_branch2b_p
I0228 11:22:53.030555  9676 net.cpp:406] bn5b_branch2b_p <- res5b_branch2b_p
I0228 11:22:53.030566  9676 net.cpp:367] bn5b_branch2b_p -> res5b_branch2b_p (in-place)
I0228 11:22:53.030971  9676 net.cpp:122] Setting up bn5b_branch2b_p
I0228 11:22:53.030982  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.030987  9676 net.cpp:137] Memory required for data: 3672211456
I0228 11:22:53.030994  9676 net.cpp:465] Sharing parameters 'bn5b_branch2b_mean' owned by layer 'bn5b_branch2b', param index 0
I0228 11:22:53.031002  9676 net.cpp:465] Sharing parameters 'bn5b_branch2b_variance' owned by layer 'bn5b_branch2b', param index 1
I0228 11:22:53.031008  9676 net.cpp:465] Sharing parameters 'bn5b_branch2b_scale_factor' owned by layer 'bn5b_branch2b', param index 2
I0228 11:22:53.031014  9676 layer_factory.hpp:77] Creating layer scale5b_branch2b_p
I0228 11:22:53.031025  9676 net.cpp:84] Creating Layer scale5b_branch2b_p
I0228 11:22:53.031031  9676 net.cpp:406] scale5b_branch2b_p <- res5b_branch2b_p
I0228 11:22:53.031038  9676 net.cpp:367] scale5b_branch2b_p -> res5b_branch2b_p (in-place)
I0228 11:22:53.031122  9676 layer_factory.hpp:77] Creating layer scale5b_branch2b_p
I0228 11:22:53.031352  9676 net.cpp:122] Setting up scale5b_branch2b_p
I0228 11:22:53.031363  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.031368  9676 net.cpp:137] Memory required for data: 3673014272
I0228 11:22:53.031375  9676 net.cpp:465] Sharing parameters 'scale5b_branch2b_alpha' owned by layer 'scale5b_branch2b', param index 0
I0228 11:22:53.031386  9676 net.cpp:465] Sharing parameters 'scale5b_branch2b_beta' owned by layer 'scale5b_branch2b', param index 1
I0228 11:22:53.031392  9676 layer_factory.hpp:77] Creating layer res5b_branch2b_relu_p
I0228 11:22:53.031402  9676 net.cpp:84] Creating Layer res5b_branch2b_relu_p
I0228 11:22:53.031407  9676 net.cpp:406] res5b_branch2b_relu_p <- res5b_branch2b_p
I0228 11:22:53.031415  9676 net.cpp:367] res5b_branch2b_relu_p -> res5b_branch2b_p (in-place)
I0228 11:22:53.032284  9676 net.cpp:122] Setting up res5b_branch2b_relu_p
I0228 11:22:53.032301  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.032306  9676 net.cpp:137] Memory required for data: 3673817088
I0228 11:22:53.032312  9676 layer_factory.hpp:77] Creating layer res5b_branch2c_p
I0228 11:22:53.032325  9676 net.cpp:84] Creating Layer res5b_branch2c_p
I0228 11:22:53.032332  9676 net.cpp:406] res5b_branch2c_p <- res5b_branch2b_p
I0228 11:22:53.032342  9676 net.cpp:380] res5b_branch2c_p -> res5b_branch2c_p
I0228 11:22:53.036959  9676 net.cpp:122] Setting up res5b_branch2c_p
I0228 11:22:53.036981  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:53.036986  9676 net.cpp:137] Memory required for data: 3677028352
I0228 11:22:53.036995  9676 net.cpp:465] Sharing parameters 'res5b_branch2c_w' owned by layer 'res5b_branch2c', param index 0
I0228 11:22:53.037003  9676 layer_factory.hpp:77] Creating layer bn5b_branch2c_p
I0228 11:22:53.037014  9676 net.cpp:84] Creating Layer bn5b_branch2c_p
I0228 11:22:53.037019  9676 net.cpp:406] bn5b_branch2c_p <- res5b_branch2c_p
I0228 11:22:53.037027  9676 net.cpp:367] bn5b_branch2c_p -> res5b_branch2c_p (in-place)
I0228 11:22:53.037432  9676 net.cpp:122] Setting up bn5b_branch2c_p
I0228 11:22:53.037443  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:53.037448  9676 net.cpp:137] Memory required for data: 3680239616
I0228 11:22:53.037456  9676 net.cpp:465] Sharing parameters 'bn5b_branch2c_mean' owned by layer 'bn5b_branch2c', param index 0
I0228 11:22:53.037463  9676 net.cpp:465] Sharing parameters 'bn5b_branch2c_variance' owned by layer 'bn5b_branch2c', param index 1
I0228 11:22:53.037470  9676 net.cpp:465] Sharing parameters 'bn5b_branch2c_scale_factor' owned by layer 'bn5b_branch2c', param index 2
I0228 11:22:53.037475  9676 layer_factory.hpp:77] Creating layer scale5b_branch2c_p
I0228 11:22:53.037487  9676 net.cpp:84] Creating Layer scale5b_branch2c_p
I0228 11:22:53.037493  9676 net.cpp:406] scale5b_branch2c_p <- res5b_branch2c_p
I0228 11:22:53.037500  9676 net.cpp:367] scale5b_branch2c_p -> res5b_branch2c_p (in-place)
I0228 11:22:53.037588  9676 layer_factory.hpp:77] Creating layer scale5b_branch2c_p
I0228 11:22:53.037818  9676 net.cpp:122] Setting up scale5b_branch2c_p
I0228 11:22:53.037829  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:53.037834  9676 net.cpp:137] Memory required for data: 3683450880
I0228 11:22:53.037842  9676 net.cpp:465] Sharing parameters 'scale5b_branch2c_alpha' owned by layer 'scale5b_branch2c', param index 0
I0228 11:22:53.037848  9676 net.cpp:465] Sharing parameters 'scale5b_branch2c_beta' owned by layer 'scale5b_branch2c', param index 1
I0228 11:22:53.037854  9676 layer_factory.hpp:77] Creating layer res5b_p
I0228 11:22:53.037864  9676 net.cpp:84] Creating Layer res5b_p
I0228 11:22:53.037870  9676 net.cpp:406] res5b_p <- res5a_p_res5a_relu_p_0_split_1
I0228 11:22:53.037878  9676 net.cpp:406] res5b_p <- res5b_branch2c_p
I0228 11:22:53.037885  9676 net.cpp:380] res5b_p -> res5b_p
I0228 11:22:53.037930  9676 net.cpp:122] Setting up res5b_p
I0228 11:22:53.037938  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:53.037943  9676 net.cpp:137] Memory required for data: 3686662144
I0228 11:22:53.037948  9676 layer_factory.hpp:77] Creating layer res5b_relu_p
I0228 11:22:53.037955  9676 net.cpp:84] Creating Layer res5b_relu_p
I0228 11:22:53.037961  9676 net.cpp:406] res5b_relu_p <- res5b_p
I0228 11:22:53.037967  9676 net.cpp:367] res5b_relu_p -> res5b_p (in-place)
I0228 11:22:53.038278  9676 net.cpp:122] Setting up res5b_relu_p
I0228 11:22:53.038295  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:53.038303  9676 net.cpp:137] Memory required for data: 3689873408
I0228 11:22:53.038308  9676 layer_factory.hpp:77] Creating layer res5b_p_res5b_relu_p_0_split
I0228 11:22:53.038317  9676 net.cpp:84] Creating Layer res5b_p_res5b_relu_p_0_split
I0228 11:22:53.038323  9676 net.cpp:406] res5b_p_res5b_relu_p_0_split <- res5b_p
I0228 11:22:53.038332  9676 net.cpp:380] res5b_p_res5b_relu_p_0_split -> res5b_p_res5b_relu_p_0_split_0
I0228 11:22:53.038342  9676 net.cpp:380] res5b_p_res5b_relu_p_0_split -> res5b_p_res5b_relu_p_0_split_1
I0228 11:22:53.038419  9676 net.cpp:122] Setting up res5b_p_res5b_relu_p_0_split
I0228 11:22:53.038429  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:53.038434  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:53.038439  9676 net.cpp:137] Memory required for data: 3696295936
I0228 11:22:53.038444  9676 layer_factory.hpp:77] Creating layer res5c_branch2a_p
I0228 11:22:53.038458  9676 net.cpp:84] Creating Layer res5c_branch2a_p
I0228 11:22:53.038465  9676 net.cpp:406] res5c_branch2a_p <- res5b_p_res5b_relu_p_0_split_0
I0228 11:22:53.038472  9676 net.cpp:380] res5c_branch2a_p -> res5c_branch2a_p
I0228 11:22:53.042951  9676 net.cpp:122] Setting up res5c_branch2a_p
I0228 11:22:53.042971  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.042976  9676 net.cpp:137] Memory required for data: 3697098752
I0228 11:22:53.042985  9676 net.cpp:465] Sharing parameters 'res5c_branch2a_w' owned by layer 'res5c_branch2a', param index 0
I0228 11:22:53.042991  9676 layer_factory.hpp:77] Creating layer bn5c_branch2a_p
I0228 11:22:53.043004  9676 net.cpp:84] Creating Layer bn5c_branch2a_p
I0228 11:22:53.043009  9676 net.cpp:406] bn5c_branch2a_p <- res5c_branch2a_p
I0228 11:22:53.043017  9676 net.cpp:367] bn5c_branch2a_p -> res5c_branch2a_p (in-place)
I0228 11:22:53.043419  9676 net.cpp:122] Setting up bn5c_branch2a_p
I0228 11:22:53.043429  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.043434  9676 net.cpp:137] Memory required for data: 3697901568
I0228 11:22:53.043442  9676 net.cpp:465] Sharing parameters 'bn5c_branch2a_mean' owned by layer 'bn5c_branch2a', param index 0
I0228 11:22:53.043449  9676 net.cpp:465] Sharing parameters 'bn5c_branch2a_variance' owned by layer 'bn5c_branch2a', param index 1
I0228 11:22:53.043455  9676 net.cpp:465] Sharing parameters 'bn5c_branch2a_scale_factor' owned by layer 'bn5c_branch2a', param index 2
I0228 11:22:53.043462  9676 layer_factory.hpp:77] Creating layer scale5c_branch2a_p
I0228 11:22:53.043469  9676 net.cpp:84] Creating Layer scale5c_branch2a_p
I0228 11:22:53.043475  9676 net.cpp:406] scale5c_branch2a_p <- res5c_branch2a_p
I0228 11:22:53.043483  9676 net.cpp:367] scale5c_branch2a_p -> res5c_branch2a_p (in-place)
I0228 11:22:53.043568  9676 layer_factory.hpp:77] Creating layer scale5c_branch2a_p
I0228 11:22:53.043802  9676 net.cpp:122] Setting up scale5c_branch2a_p
I0228 11:22:53.043814  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.043819  9676 net.cpp:137] Memory required for data: 3698704384
I0228 11:22:53.043826  9676 net.cpp:465] Sharing parameters 'scale5c_branch2a_alpha' owned by layer 'scale5c_branch2a', param index 0
I0228 11:22:53.043833  9676 net.cpp:465] Sharing parameters 'scale5c_branch2a_beta' owned by layer 'scale5c_branch2a', param index 1
I0228 11:22:53.043839  9676 layer_factory.hpp:77] Creating layer res5c_branch2a_relu_p
I0228 11:22:53.043848  9676 net.cpp:84] Creating Layer res5c_branch2a_relu_p
I0228 11:22:53.043853  9676 net.cpp:406] res5c_branch2a_relu_p <- res5c_branch2a_p
I0228 11:22:53.043859  9676 net.cpp:367] res5c_branch2a_relu_p -> res5c_branch2a_p (in-place)
I0228 11:22:53.044147  9676 net.cpp:122] Setting up res5c_branch2a_relu_p
I0228 11:22:53.044158  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.044163  9676 net.cpp:137] Memory required for data: 3699507200
I0228 11:22:53.044168  9676 layer_factory.hpp:77] Creating layer res5c_branch2b_p
I0228 11:22:53.044181  9676 net.cpp:84] Creating Layer res5c_branch2b_p
I0228 11:22:53.044191  9676 net.cpp:406] res5c_branch2b_p <- res5c_branch2a_p
I0228 11:22:53.044205  9676 net.cpp:380] res5c_branch2b_p -> res5c_branch2b_p
I0228 11:22:53.051405  9676 net.cpp:122] Setting up res5c_branch2b_p
I0228 11:22:53.051432  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.051439  9676 net.cpp:137] Memory required for data: 3700310016
I0228 11:22:53.051447  9676 net.cpp:465] Sharing parameters 'res5c_branch2b_w' owned by layer 'res5c_branch2b', param index 0
I0228 11:22:53.051453  9676 layer_factory.hpp:77] Creating layer bn5c_branch2b_p
I0228 11:22:53.051465  9676 net.cpp:84] Creating Layer bn5c_branch2b_p
I0228 11:22:53.051471  9676 net.cpp:406] bn5c_branch2b_p <- res5c_branch2b_p
I0228 11:22:53.051479  9676 net.cpp:367] bn5c_branch2b_p -> res5c_branch2b_p (in-place)
I0228 11:22:53.051889  9676 net.cpp:122] Setting up bn5c_branch2b_p
I0228 11:22:53.051901  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.051906  9676 net.cpp:137] Memory required for data: 3701112832
I0228 11:22:53.051914  9676 net.cpp:465] Sharing parameters 'bn5c_branch2b_mean' owned by layer 'bn5c_branch2b', param index 0
I0228 11:22:53.051921  9676 net.cpp:465] Sharing parameters 'bn5c_branch2b_variance' owned by layer 'bn5c_branch2b', param index 1
I0228 11:22:53.051928  9676 net.cpp:465] Sharing parameters 'bn5c_branch2b_scale_factor' owned by layer 'bn5c_branch2b', param index 2
I0228 11:22:53.051934  9676 layer_factory.hpp:77] Creating layer scale5c_branch2b_p
I0228 11:22:53.051944  9676 net.cpp:84] Creating Layer scale5c_branch2b_p
I0228 11:22:53.051949  9676 net.cpp:406] scale5c_branch2b_p <- res5c_branch2b_p
I0228 11:22:53.051956  9676 net.cpp:367] scale5c_branch2b_p -> res5c_branch2b_p (in-place)
I0228 11:22:53.052045  9676 layer_factory.hpp:77] Creating layer scale5c_branch2b_p
I0228 11:22:53.052275  9676 net.cpp:122] Setting up scale5c_branch2b_p
I0228 11:22:53.052287  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.052292  9676 net.cpp:137] Memory required for data: 3701915648
I0228 11:22:53.052300  9676 net.cpp:465] Sharing parameters 'scale5c_branch2b_alpha' owned by layer 'scale5c_branch2b', param index 0
I0228 11:22:53.052309  9676 net.cpp:465] Sharing parameters 'scale5c_branch2b_beta' owned by layer 'scale5c_branch2b', param index 1
I0228 11:22:53.052314  9676 layer_factory.hpp:77] Creating layer res5c_branch2b_relu_p
I0228 11:22:53.052322  9676 net.cpp:84] Creating Layer res5c_branch2b_relu_p
I0228 11:22:53.052328  9676 net.cpp:406] res5c_branch2b_relu_p <- res5c_branch2b_p
I0228 11:22:53.052335  9676 net.cpp:367] res5c_branch2b_relu_p -> res5c_branch2b_p (in-place)
I0228 11:22:53.052630  9676 net.cpp:122] Setting up res5c_branch2b_relu_p
I0228 11:22:53.052644  9676 net.cpp:129] Top shape: 8 512 7 7 (200704)
I0228 11:22:53.052649  9676 net.cpp:137] Memory required for data: 3702718464
I0228 11:22:53.052654  9676 layer_factory.hpp:77] Creating layer res5c_branch2c_p
I0228 11:22:53.052665  9676 net.cpp:84] Creating Layer res5c_branch2c_p
I0228 11:22:53.052672  9676 net.cpp:406] res5c_branch2c_p <- res5c_branch2b_p
I0228 11:22:53.052681  9676 net.cpp:380] res5c_branch2c_p -> res5c_branch2c_p
I0228 11:22:53.057183  9676 net.cpp:122] Setting up res5c_branch2c_p
I0228 11:22:53.057204  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:53.057209  9676 net.cpp:137] Memory required for data: 3705929728
I0228 11:22:53.057219  9676 net.cpp:465] Sharing parameters 'res5c_branch2c_w' owned by layer 'res5c_branch2c', param index 0
I0228 11:22:53.057224  9676 layer_factory.hpp:77] Creating layer bn5c_branch2c_p
I0228 11:22:53.057235  9676 net.cpp:84] Creating Layer bn5c_branch2c_p
I0228 11:22:53.057241  9676 net.cpp:406] bn5c_branch2c_p <- res5c_branch2c_p
I0228 11:22:53.057251  9676 net.cpp:367] bn5c_branch2c_p -> res5c_branch2c_p (in-place)
I0228 11:22:53.057658  9676 net.cpp:122] Setting up bn5c_branch2c_p
I0228 11:22:53.057669  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:53.057674  9676 net.cpp:137] Memory required for data: 3709140992
I0228 11:22:53.057688  9676 net.cpp:465] Sharing parameters 'bn5c_branch2c_mean' owned by layer 'bn5c_branch2c', param index 0
I0228 11:22:53.057696  9676 net.cpp:465] Sharing parameters 'bn5c_branch2c_variance' owned by layer 'bn5c_branch2c', param index 1
I0228 11:22:53.057703  9676 net.cpp:465] Sharing parameters 'bn5c_branch2c_scale_factor' owned by layer 'bn5c_branch2c', param index 2
I0228 11:22:53.057708  9676 layer_factory.hpp:77] Creating layer scale5c_branch2c_p
I0228 11:22:53.057719  9676 net.cpp:84] Creating Layer scale5c_branch2c_p
I0228 11:22:53.057724  9676 net.cpp:406] scale5c_branch2c_p <- res5c_branch2c_p
I0228 11:22:53.057731  9676 net.cpp:367] scale5c_branch2c_p -> res5c_branch2c_p (in-place)
I0228 11:22:53.057819  9676 layer_factory.hpp:77] Creating layer scale5c_branch2c_p
I0228 11:22:53.058054  9676 net.cpp:122] Setting up scale5c_branch2c_p
I0228 11:22:53.058064  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:53.058069  9676 net.cpp:137] Memory required for data: 3712352256
I0228 11:22:53.058077  9676 net.cpp:465] Sharing parameters 'scale5c_branch2c_alpha' owned by layer 'scale5c_branch2c', param index 0
I0228 11:22:53.058084  9676 net.cpp:465] Sharing parameters 'scale5c_branch2c_beta' owned by layer 'scale5c_branch2c', param index 1
I0228 11:22:53.058090  9676 layer_factory.hpp:77] Creating layer res5c_p
I0228 11:22:53.058099  9676 net.cpp:84] Creating Layer res5c_p
I0228 11:22:53.058110  9676 net.cpp:406] res5c_p <- res5b_p_res5b_relu_p_0_split_1
I0228 11:22:53.058117  9676 net.cpp:406] res5c_p <- res5c_branch2c_p
I0228 11:22:53.058127  9676 net.cpp:380] res5c_p -> res5c_p
I0228 11:22:53.058171  9676 net.cpp:122] Setting up res5c_p
I0228 11:22:53.058182  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:53.058187  9676 net.cpp:137] Memory required for data: 3715563520
I0228 11:22:53.058192  9676 layer_factory.hpp:77] Creating layer res5c_relu_p
I0228 11:22:53.058203  9676 net.cpp:84] Creating Layer res5c_relu_p
I0228 11:22:53.058209  9676 net.cpp:406] res5c_relu_p <- res5c_p
I0228 11:22:53.058217  9676 net.cpp:367] res5c_relu_p -> res5c_p (in-place)
I0228 11:22:53.058506  9676 net.cpp:122] Setting up res5c_relu_p
I0228 11:22:53.058519  9676 net.cpp:129] Top shape: 8 2048 7 7 (802816)
I0228 11:22:53.058524  9676 net.cpp:137] Memory required for data: 3718774784
I0228 11:22:53.058531  9676 layer_factory.hpp:77] Creating layer pool_p
I0228 11:22:53.058538  9676 net.cpp:84] Creating Layer pool_p
I0228 11:22:53.058543  9676 net.cpp:406] pool_p <- res5c_p
I0228 11:22:53.058552  9676 net.cpp:380] pool_p -> pool_p
I0228 11:22:53.059432  9676 net.cpp:122] Setting up pool_p
I0228 11:22:53.059449  9676 net.cpp:129] Top shape: 8 2048 1 1 (16384)
I0228 11:22:53.059454  9676 net.cpp:137] Memory required for data: 3718840320
I0228 11:22:53.059460  9676 layer_factory.hpp:77] Creating layer ip1_p
I0228 11:22:53.059473  9676 net.cpp:84] Creating Layer ip1_p
I0228 11:22:53.059479  9676 net.cpp:406] ip1_p <- pool_p
I0228 11:22:53.059490  9676 net.cpp:380] ip1_p -> ip1_p
I0228 11:22:53.068799  9676 net.cpp:122] Setting up ip1_p
I0228 11:22:53.068819  9676 net.cpp:129] Top shape: 8 512 (4096)
I0228 11:22:53.068825  9676 net.cpp:137] Memory required for data: 3718856704
I0228 11:22:53.068833  9676 net.cpp:465] Sharing parameters 'ip1_w' owned by layer 'ip1', param index 0
I0228 11:22:53.068840  9676 net.cpp:465] Sharing parameters 'ip1_b' owned by layer 'ip1', param index 1
I0228 11:22:53.068846  9676 layer_factory.hpp:77] Creating layer relu1_p
I0228 11:22:53.068856  9676 net.cpp:84] Creating Layer relu1_p
I0228 11:22:53.068862  9676 net.cpp:406] relu1_p <- ip1_p
I0228 11:22:53.068871  9676 net.cpp:367] relu1_p -> ip1_p (in-place)
I0228 11:22:53.069175  9676 net.cpp:122] Setting up relu1_p
I0228 11:22:53.069186  9676 net.cpp:129] Top shape: 8 512 (4096)
I0228 11:22:53.069191  9676 net.cpp:137] Memory required for data: 3718873088
I0228 11:22:53.069197  9676 layer_factory.hpp:77] Creating layer ip2_p
I0228 11:22:53.069212  9676 net.cpp:84] Creating Layer ip2_p
I0228 11:22:53.069218  9676 net.cpp:406] ip2_p <- ip1_p
I0228 11:22:53.069229  9676 net.cpp:380] ip2_p -> ip2_p
I0228 11:22:53.071276  9676 net.cpp:122] Setting up ip2_p
I0228 11:22:53.071287  9676 net.cpp:129] Top shape: 8 512 (4096)
I0228 11:22:53.071292  9676 net.cpp:137] Memory required for data: 3718889472
I0228 11:22:53.071300  9676 net.cpp:465] Sharing parameters 'ip2_w' owned by layer 'ip2', param index 0
I0228 11:22:53.071306  9676 net.cpp:465] Sharing parameters 'ip2_b' owned by layer 'ip2', param index 1
I0228 11:22:53.071311  9676 layer_factory.hpp:77] Creating layer feat_p
I0228 11:22:53.071319  9676 net.cpp:84] Creating Layer feat_p
I0228 11:22:53.071326  9676 net.cpp:406] feat_p <- ip2_p
I0228 11:22:53.071336  9676 net.cpp:380] feat_p -> feat_p
I0228 11:22:53.074559  9676 net.cpp:122] Setting up feat_p
I0228 11:22:53.074576  9676 net.cpp:129] Top shape: 8 512 (4096)
I0228 11:22:53.074581  9676 net.cpp:137] Memory required for data: 3718905856
I0228 11:22:53.074589  9676 net.cpp:465] Sharing parameters 'feat_w' owned by layer 'feat', param index 0
I0228 11:22:53.074596  9676 net.cpp:465] Sharing parameters 'feat_b' owned by layer 'feat', param index 1
I0228 11:22:53.074602  9676 layer_factory.hpp:77] Creating layer loss
I0228 11:22:53.074654  9676 net.cpp:84] Creating Layer loss
I0228 11:22:53.074663  9676 net.cpp:406] loss <- feat
I0228 11:22:53.074671  9676 net.cpp:406] loss <- feat_p
I0228 11:22:53.074678  9676 net.cpp:380] loss -> loss
I0228 11:22:53.075244  9676 net.cpp:122] Setting up loss
I0228 11:22:53.075260  9676 net.cpp:129] Top shape: 1 (1)
I0228 11:22:53.075265  9676 net.cpp:132]     with loss weight 1
I0228 11:22:53.075278  9676 net.cpp:137] Memory required for data: 3718905860
I0228 11:22:53.075284  9676 net.cpp:198] loss needs backward computation.
I0228 11:22:53.075289  9676 net.cpp:198] feat_p needs backward computation.
I0228 11:22:53.075295  9676 net.cpp:198] ip2_p needs backward computation.
I0228 11:22:53.075300  9676 net.cpp:198] relu1_p needs backward computation.
I0228 11:22:53.075305  9676 net.cpp:198] ip1_p needs backward computation.
I0228 11:22:53.075311  9676 net.cpp:198] pool_p needs backward computation.
I0228 11:22:53.075316  9676 net.cpp:198] res5c_relu_p needs backward computation.
I0228 11:22:53.075321  9676 net.cpp:198] res5c_p needs backward computation.
I0228 11:22:53.075327  9676 net.cpp:198] scale5c_branch2c_p needs backward computation.
I0228 11:22:53.075333  9676 net.cpp:198] bn5c_branch2c_p needs backward computation.
I0228 11:22:53.075338  9676 net.cpp:198] res5c_branch2c_p needs backward computation.
I0228 11:22:53.075343  9676 net.cpp:198] res5c_branch2b_relu_p needs backward computation.
I0228 11:22:53.075348  9676 net.cpp:198] scale5c_branch2b_p needs backward computation.
I0228 11:22:53.075354  9676 net.cpp:198] bn5c_branch2b_p needs backward computation.
I0228 11:22:53.075358  9676 net.cpp:198] res5c_branch2b_p needs backward computation.
I0228 11:22:53.075364  9676 net.cpp:198] res5c_branch2a_relu_p needs backward computation.
I0228 11:22:53.075369  9676 net.cpp:198] scale5c_branch2a_p needs backward computation.
I0228 11:22:53.075374  9676 net.cpp:198] bn5c_branch2a_p needs backward computation.
I0228 11:22:53.075381  9676 net.cpp:198] res5c_branch2a_p needs backward computation.
I0228 11:22:53.075386  9676 net.cpp:198] res5b_p_res5b_relu_p_0_split needs backward computation.
I0228 11:22:53.075392  9676 net.cpp:198] res5b_relu_p needs backward computation.
I0228 11:22:53.075397  9676 net.cpp:198] res5b_p needs backward computation.
I0228 11:22:53.075402  9676 net.cpp:198] scale5b_branch2c_p needs backward computation.
I0228 11:22:53.075407  9676 net.cpp:198] bn5b_branch2c_p needs backward computation.
I0228 11:22:53.075412  9676 net.cpp:198] res5b_branch2c_p needs backward computation.
I0228 11:22:53.075418  9676 net.cpp:198] res5b_branch2b_relu_p needs backward computation.
I0228 11:22:53.075423  9676 net.cpp:198] scale5b_branch2b_p needs backward computation.
I0228 11:22:53.075428  9676 net.cpp:198] bn5b_branch2b_p needs backward computation.
I0228 11:22:53.075433  9676 net.cpp:198] res5b_branch2b_p needs backward computation.
I0228 11:22:53.075446  9676 net.cpp:198] res5b_branch2a_relu_p needs backward computation.
I0228 11:22:53.075451  9676 net.cpp:198] scale5b_branch2a_p needs backward computation.
I0228 11:22:53.075456  9676 net.cpp:198] bn5b_branch2a_p needs backward computation.
I0228 11:22:53.075461  9676 net.cpp:198] res5b_branch2a_p needs backward computation.
I0228 11:22:53.075467  9676 net.cpp:198] res5a_p_res5a_relu_p_0_split needs backward computation.
I0228 11:22:53.075474  9676 net.cpp:198] res5a_relu_p needs backward computation.
I0228 11:22:53.075479  9676 net.cpp:198] res5a_p needs backward computation.
I0228 11:22:53.075484  9676 net.cpp:198] scale5a_branch2c_p needs backward computation.
I0228 11:22:53.075490  9676 net.cpp:198] bn5a_branch2c_p needs backward computation.
I0228 11:22:53.075495  9676 net.cpp:198] res5a_branch2c_p needs backward computation.
I0228 11:22:53.075500  9676 net.cpp:198] res5a_branch2b_relu_p needs backward computation.
I0228 11:22:53.075506  9676 net.cpp:198] scale5a_branch2b_p needs backward computation.
I0228 11:22:53.075511  9676 net.cpp:198] bn5a_branch2b_p needs backward computation.
I0228 11:22:53.075516  9676 net.cpp:198] res5a_branch2b_p needs backward computation.
I0228 11:22:53.075522  9676 net.cpp:198] res5a_branch2a_relu_p needs backward computation.
I0228 11:22:53.075527  9676 net.cpp:198] scale5a_branch2a_p needs backward computation.
I0228 11:22:53.075532  9676 net.cpp:198] bn5a_branch2a_p needs backward computation.
I0228 11:22:53.075537  9676 net.cpp:198] res5a_branch2a_p needs backward computation.
I0228 11:22:53.075543  9676 net.cpp:198] scale5a_branch1_p needs backward computation.
I0228 11:22:53.075548  9676 net.cpp:198] bn5a_branch1_p needs backward computation.
I0228 11:22:53.075554  9676 net.cpp:198] res5a_branch1_p needs backward computation.
I0228 11:22:53.075561  9676 net.cpp:198] res4f_p_res4f_relu_p_0_split needs backward computation.
I0228 11:22:53.075565  9676 net.cpp:198] res4f_relu_p needs backward computation.
I0228 11:22:53.075570  9676 net.cpp:198] res4f_p needs backward computation.
I0228 11:22:53.075577  9676 net.cpp:198] scale4f_branch2c_p needs backward computation.
I0228 11:22:53.075582  9676 net.cpp:198] bn4f_branch2c_p needs backward computation.
I0228 11:22:53.075587  9676 net.cpp:198] res4f_branch2c_p needs backward computation.
I0228 11:22:53.075593  9676 net.cpp:198] res4f_branch2b_relu_p needs backward computation.
I0228 11:22:53.075599  9676 net.cpp:198] scale4f_branch2b_p needs backward computation.
I0228 11:22:53.075604  9676 net.cpp:198] bn4f_branch2b_p needs backward computation.
I0228 11:22:53.075609  9676 net.cpp:198] res4f_branch2b_p needs backward computation.
I0228 11:22:53.075614  9676 net.cpp:198] res4f_branch2a_relu_p needs backward computation.
I0228 11:22:53.075620  9676 net.cpp:198] scale4f_branch2a_p needs backward computation.
I0228 11:22:53.075625  9676 net.cpp:198] bn4f_branch2a_p needs backward computation.
I0228 11:22:53.075630  9676 net.cpp:198] res4f_branch2a_p needs backward computation.
I0228 11:22:53.075635  9676 net.cpp:198] res4e_p_res4e_relu_p_0_split needs backward computation.
I0228 11:22:53.075641  9676 net.cpp:198] res4e_relu_p needs backward computation.
I0228 11:22:53.075647  9676 net.cpp:198] res4e_p needs backward computation.
I0228 11:22:53.075654  9676 net.cpp:198] scale4e_branch2c_p needs backward computation.
I0228 11:22:53.075659  9676 net.cpp:198] bn4e_branch2c_p needs backward computation.
I0228 11:22:53.075664  9676 net.cpp:198] res4e_branch2c_p needs backward computation.
I0228 11:22:53.075670  9676 net.cpp:198] res4e_branch2b_relu_p needs backward computation.
I0228 11:22:53.075675  9676 net.cpp:198] scale4e_branch2b_p needs backward computation.
I0228 11:22:53.075680  9676 net.cpp:198] bn4e_branch2b_p needs backward computation.
I0228 11:22:53.075686  9676 net.cpp:198] res4e_branch2b_p needs backward computation.
I0228 11:22:53.075691  9676 net.cpp:198] res4e_branch2a_relu_p needs backward computation.
I0228 11:22:53.075696  9676 net.cpp:198] scale4e_branch2a_p needs backward computation.
I0228 11:22:53.075703  9676 net.cpp:198] bn4e_branch2a_p needs backward computation.
I0228 11:22:53.075709  9676 net.cpp:198] res4e_branch2a_p needs backward computation.
I0228 11:22:53.075716  9676 net.cpp:198] res4d_p_res4d_relu_p_0_split needs backward computation.
I0228 11:22:53.075721  9676 net.cpp:198] res4d_relu_p needs backward computation.
I0228 11:22:53.075726  9676 net.cpp:198] res4d_p needs backward computation.
I0228 11:22:53.075732  9676 net.cpp:198] scale4d_branch2c_p needs backward computation.
I0228 11:22:53.075737  9676 net.cpp:198] bn4d_branch2c_p needs backward computation.
I0228 11:22:53.075742  9676 net.cpp:198] res4d_branch2c_p needs backward computation.
I0228 11:22:53.075747  9676 net.cpp:198] res4d_branch2b_relu_p needs backward computation.
I0228 11:22:53.075753  9676 net.cpp:198] scale4d_branch2b_p needs backward computation.
I0228 11:22:53.075758  9676 net.cpp:198] bn4d_branch2b_p needs backward computation.
I0228 11:22:53.075763  9676 net.cpp:198] res4d_branch2b_p needs backward computation.
I0228 11:22:53.075768  9676 net.cpp:198] res4d_branch2a_relu_p needs backward computation.
I0228 11:22:53.075774  9676 net.cpp:198] scale4d_branch2a_p needs backward computation.
I0228 11:22:53.075779  9676 net.cpp:198] bn4d_branch2a_p needs backward computation.
I0228 11:22:53.075784  9676 net.cpp:198] res4d_branch2a_p needs backward computation.
I0228 11:22:53.075790  9676 net.cpp:198] res4c_p_res4c_relu_p_0_split needs backward computation.
I0228 11:22:53.075795  9676 net.cpp:198] res4c_relu_p needs backward computation.
I0228 11:22:53.075800  9676 net.cpp:198] res4c_p needs backward computation.
I0228 11:22:53.075808  9676 net.cpp:198] scale4c_branch2c_p needs backward computation.
I0228 11:22:53.075812  9676 net.cpp:198] bn4c_branch2c_p needs backward computation.
I0228 11:22:53.075817  9676 net.cpp:198] res4c_branch2c_p needs backward computation.
I0228 11:22:53.075824  9676 net.cpp:198] res4c_branch2b_relu_p needs backward computation.
I0228 11:22:53.075829  9676 net.cpp:198] scale4c_branch2b_p needs backward computation.
I0228 11:22:53.075834  9676 net.cpp:198] bn4c_branch2b_p needs backward computation.
I0228 11:22:53.075839  9676 net.cpp:198] res4c_branch2b_p needs backward computation.
I0228 11:22:53.075845  9676 net.cpp:198] res4c_branch2a_relu_p needs backward computation.
I0228 11:22:53.075850  9676 net.cpp:198] scale4c_branch2a_p needs backward computation.
I0228 11:22:53.075855  9676 net.cpp:198] bn4c_branch2a_p needs backward computation.
I0228 11:22:53.075860  9676 net.cpp:198] res4c_branch2a_p needs backward computation.
I0228 11:22:53.075865  9676 net.cpp:198] res4b_p_res4b_relu_p_0_split needs backward computation.
I0228 11:22:53.075871  9676 net.cpp:198] res4b_relu_p needs backward computation.
I0228 11:22:53.075876  9676 net.cpp:198] res4b_p needs backward computation.
I0228 11:22:53.075882  9676 net.cpp:198] scale4b_branch2c_p needs backward computation.
I0228 11:22:53.075887  9676 net.cpp:198] bn4b_branch2c_p needs backward computation.
I0228 11:22:53.075893  9676 net.cpp:198] res4b_branch2c_p needs backward computation.
I0228 11:22:53.075898  9676 net.cpp:198] res4b_branch2b_relu_p needs backward computation.
I0228 11:22:53.075903  9676 net.cpp:198] scale4b_branch2b_p needs backward computation.
I0228 11:22:53.075908  9676 net.cpp:198] bn4b_branch2b_p needs backward computation.
I0228 11:22:53.075913  9676 net.cpp:198] res4b_branch2b_p needs backward computation.
I0228 11:22:53.075919  9676 net.cpp:198] res4b_branch2a_relu_p needs backward computation.
I0228 11:22:53.075925  9676 net.cpp:198] scale4b_branch2a_p needs backward computation.
I0228 11:22:53.075930  9676 net.cpp:198] bn4b_branch2a_p needs backward computation.
I0228 11:22:53.075935  9676 net.cpp:198] res4b_branch2a_p needs backward computation.
I0228 11:22:53.075940  9676 net.cpp:198] res4a_p_res4a_relu_p_0_split needs backward computation.
I0228 11:22:53.075947  9676 net.cpp:198] res4a_relu_p needs backward computation.
I0228 11:22:53.075951  9676 net.cpp:198] res4a_p needs backward computation.
I0228 11:22:53.075959  9676 net.cpp:198] scale4a_branch2c_p needs backward computation.
I0228 11:22:53.075964  9676 net.cpp:198] bn4a_branch2c_p needs backward computation.
I0228 11:22:53.075970  9676 net.cpp:198] res4a_branch2c_p needs backward computation.
I0228 11:22:53.075980  9676 net.cpp:198] res4a_branch2b_relu_p needs backward computation.
I0228 11:22:53.075985  9676 net.cpp:198] scale4a_branch2b_p needs backward computation.
I0228 11:22:53.075990  9676 net.cpp:198] bn4a_branch2b_p needs backward computation.
I0228 11:22:53.075995  9676 net.cpp:198] res4a_branch2b_p needs backward computation.
I0228 11:22:53.076001  9676 net.cpp:198] res4a_branch2a_relu_p needs backward computation.
I0228 11:22:53.076006  9676 net.cpp:198] scale4a_branch2a_p needs backward computation.
I0228 11:22:53.076012  9676 net.cpp:198] bn4a_branch2a_p needs backward computation.
I0228 11:22:53.076017  9676 net.cpp:198] res4a_branch2a_p needs backward computation.
I0228 11:22:53.076023  9676 net.cpp:198] scale4a_branch1_p needs backward computation.
I0228 11:22:53.076028  9676 net.cpp:198] bn4a_branch1_p needs backward computation.
I0228 11:22:53.076033  9676 net.cpp:198] res4a_branch1_p needs backward computation.
I0228 11:22:53.076040  9676 net.cpp:198] res3d_p_res3d_relu_p_0_split needs backward computation.
I0228 11:22:53.076045  9676 net.cpp:198] res3d_relu_p needs backward computation.
I0228 11:22:53.076050  9676 net.cpp:198] res3d_p needs backward computation.
I0228 11:22:53.076056  9676 net.cpp:198] scale3d_branch2c_p needs backward computation.
I0228 11:22:53.076062  9676 net.cpp:198] bn3d_branch2c_p needs backward computation.
I0228 11:22:53.076067  9676 net.cpp:198] res3d_branch2c_p needs backward computation.
I0228 11:22:53.076072  9676 net.cpp:198] res3d_branch2b_relu_p needs backward computation.
I0228 11:22:53.076077  9676 net.cpp:198] scale3d_branch2b_p needs backward computation.
I0228 11:22:53.076083  9676 net.cpp:198] bn3d_branch2b_p needs backward computation.
I0228 11:22:53.076088  9676 net.cpp:198] res3d_branch2b_p needs backward computation.
I0228 11:22:53.076093  9676 net.cpp:198] res3d_branch2a_relu_p needs backward computation.
I0228 11:22:53.076099  9676 net.cpp:198] scale3d_branch2a_p needs backward computation.
I0228 11:22:53.076104  9676 net.cpp:198] bn3d_branch2a_p needs backward computation.
I0228 11:22:53.076109  9676 net.cpp:198] res3d_branch2a_p needs backward computation.
I0228 11:22:53.076115  9676 net.cpp:198] res3c_p_res3c_relu_p_0_split needs backward computation.
I0228 11:22:53.076120  9676 net.cpp:198] res3c_relu_p needs backward computation.
I0228 11:22:53.076126  9676 net.cpp:198] res3c_p needs backward computation.
I0228 11:22:53.076133  9676 net.cpp:198] scale3c_branch2c_p needs backward computation.
I0228 11:22:53.076138  9676 net.cpp:198] bn3c_branch2c_p needs backward computation.
I0228 11:22:53.076143  9676 net.cpp:198] res3c_branch2c_p needs backward computation.
I0228 11:22:53.076148  9676 net.cpp:198] res3c_branch2b_relu_p needs backward computation.
I0228 11:22:53.076153  9676 net.cpp:198] scale3c_branch2b_p needs backward computation.
I0228 11:22:53.076159  9676 net.cpp:198] bn3c_branch2b_p needs backward computation.
I0228 11:22:53.076164  9676 net.cpp:198] res3c_branch2b_p needs backward computation.
I0228 11:22:53.076169  9676 net.cpp:198] res3c_branch2a_relu_p needs backward computation.
I0228 11:22:53.076174  9676 net.cpp:198] scale3c_branch2a_p needs backward computation.
I0228 11:22:53.076179  9676 net.cpp:198] bn3c_branch2a_p needs backward computation.
I0228 11:22:53.076184  9676 net.cpp:198] res3c_branch2a_p needs backward computation.
I0228 11:22:53.076190  9676 net.cpp:198] res3b_p_res3b_relu_p_0_split needs backward computation.
I0228 11:22:53.076195  9676 net.cpp:198] res3b_relu_p needs backward computation.
I0228 11:22:53.076201  9676 net.cpp:198] res3b_p needs backward computation.
I0228 11:22:53.076207  9676 net.cpp:198] scale3b_branch2c_p needs backward computation.
I0228 11:22:53.076213  9676 net.cpp:198] bn3b_branch2c_p needs backward computation.
I0228 11:22:53.076220  9676 net.cpp:198] res3b_branch2c_p needs backward computation.
I0228 11:22:53.076225  9676 net.cpp:198] res3b_branch2b_relu_p needs backward computation.
I0228 11:22:53.076231  9676 net.cpp:198] scale3b_branch2b_p needs backward computation.
I0228 11:22:53.076236  9676 net.cpp:198] bn3b_branch2b_p needs backward computation.
I0228 11:22:53.076241  9676 net.cpp:198] res3b_branch2b_p needs backward computation.
I0228 11:22:53.076246  9676 net.cpp:198] res3b_branch2a_relu_p needs backward computation.
I0228 11:22:53.076251  9676 net.cpp:198] scale3b_branch2a_p needs backward computation.
I0228 11:22:53.076256  9676 net.cpp:198] bn3b_branch2a_p needs backward computation.
I0228 11:22:53.076262  9676 net.cpp:198] res3b_branch2a_p needs backward computation.
I0228 11:22:53.076267  9676 net.cpp:198] res3a_p_res3a_relu_p_0_split needs backward computation.
I0228 11:22:53.076273  9676 net.cpp:198] res3a_relu_p needs backward computation.
I0228 11:22:53.076278  9676 net.cpp:198] res3a_p needs backward computation.
I0228 11:22:53.076284  9676 net.cpp:198] scale3a_branch2c_p needs backward computation.
I0228 11:22:53.076289  9676 net.cpp:198] bn3a_branch2c_p needs backward computation.
I0228 11:22:53.076294  9676 net.cpp:198] res3a_branch2c_p needs backward computation.
I0228 11:22:53.076301  9676 net.cpp:198] res3a_branch2b_relu_p needs backward computation.
I0228 11:22:53.076306  9676 net.cpp:198] scale3a_branch2b_p needs backward computation.
I0228 11:22:53.076311  9676 net.cpp:198] bn3a_branch2b_p needs backward computation.
I0228 11:22:53.076316  9676 net.cpp:198] res3a_branch2b_p needs backward computation.
I0228 11:22:53.076323  9676 net.cpp:198] res3a_branch2a_relu_p needs backward computation.
I0228 11:22:53.076328  9676 net.cpp:198] scale3a_branch2a_p needs backward computation.
I0228 11:22:53.076333  9676 net.cpp:198] bn3a_branch2a_p needs backward computation.
I0228 11:22:53.076337  9676 net.cpp:198] res3a_branch2a_p needs backward computation.
I0228 11:22:53.076345  9676 net.cpp:198] scale3a_branch1_p needs backward computation.
I0228 11:22:53.076350  9676 net.cpp:198] bn3a_branch1_p needs backward computation.
I0228 11:22:53.076355  9676 net.cpp:198] res3a_branch1_p needs backward computation.
I0228 11:22:53.076361  9676 net.cpp:198] res2c_p_res2c_relu_p_0_split needs backward computation.
I0228 11:22:53.076367  9676 net.cpp:198] res2c_relu_p needs backward computation.
I0228 11:22:53.076372  9676 net.cpp:198] res2c_p needs backward computation.
I0228 11:22:53.076380  9676 net.cpp:198] scale2c_branch2c_p needs backward computation.
I0228 11:22:53.076385  9676 net.cpp:198] bn2c_branch2c_p needs backward computation.
I0228 11:22:53.076390  9676 net.cpp:198] res2c_branch2c_p needs backward computation.
I0228 11:22:53.076395  9676 net.cpp:198] res2c_branch2b_relu_p needs backward computation.
I0228 11:22:53.076400  9676 net.cpp:198] scale2c_branch2b_p needs backward computation.
I0228 11:22:53.076406  9676 net.cpp:198] bn2c_branch2b_p needs backward computation.
I0228 11:22:53.076411  9676 net.cpp:198] res2c_branch2b_p needs backward computation.
I0228 11:22:53.076416  9676 net.cpp:198] res2c_branch2a_relu_p needs backward computation.
I0228 11:22:53.076421  9676 net.cpp:198] scale2c_branch2a_p needs backward computation.
I0228 11:22:53.076426  9676 net.cpp:198] bn2c_branch2a_p needs backward computation.
I0228 11:22:53.076432  9676 net.cpp:198] res2c_branch2a_p needs backward computation.
I0228 11:22:53.076437  9676 net.cpp:198] res2b_p_res2b_relu_p_0_split needs backward computation.
I0228 11:22:53.076443  9676 net.cpp:198] res2b_relu_p needs backward computation.
I0228 11:22:53.076448  9676 net.cpp:198] res2b_p needs backward computation.
I0228 11:22:53.076454  9676 net.cpp:198] scale2b_branch2c_p needs backward computation.
I0228 11:22:53.076459  9676 net.cpp:198] bn2b_branch2c_p needs backward computation.
I0228 11:22:53.076465  9676 net.cpp:198] res2b_branch2c_p needs backward computation.
I0228 11:22:53.076470  9676 net.cpp:198] res2b_branch2b_relu_p needs backward computation.
I0228 11:22:53.076475  9676 net.cpp:198] scale2b_branch2b_p needs backward computation.
I0228 11:22:53.076483  9676 net.cpp:198] bn2b_branch2b_p needs backward computation.
I0228 11:22:53.076488  9676 net.cpp:198] res2b_branch2b_p needs backward computation.
I0228 11:22:53.076493  9676 net.cpp:198] res2b_branch2a_relu_p needs backward computation.
I0228 11:22:53.076499  9676 net.cpp:198] scale2b_branch2a_p needs backward computation.
I0228 11:22:53.076504  9676 net.cpp:198] bn2b_branch2a_p needs backward computation.
I0228 11:22:53.076509  9676 net.cpp:198] res2b_branch2a_p needs backward computation.
I0228 11:22:53.076514  9676 net.cpp:198] res2a_p_res2a_relu_p_0_split needs backward computation.
I0228 11:22:53.076520  9676 net.cpp:198] res2a_relu_p needs backward computation.
I0228 11:22:53.076525  9676 net.cpp:198] res2a_p needs backward computation.
I0228 11:22:53.076531  9676 net.cpp:198] scale2a_branch2c_p needs backward computation.
I0228 11:22:53.076536  9676 net.cpp:198] bn2a_branch2c_p needs backward computation.
I0228 11:22:53.076542  9676 net.cpp:198] res2a_branch2c_p needs backward computation.
I0228 11:22:53.076547  9676 net.cpp:198] res2a_branch2b_relu_p needs backward computation.
I0228 11:22:53.076552  9676 net.cpp:198] scale2a_branch2b_p needs backward computation.
I0228 11:22:53.076558  9676 net.cpp:198] bn2a_branch2b_p needs backward computation.
I0228 11:22:53.076563  9676 net.cpp:198] res2a_branch2b_p needs backward computation.
I0228 11:22:53.076568  9676 net.cpp:198] res2a_branch2a_relu_p needs backward computation.
I0228 11:22:53.076575  9676 net.cpp:198] scale2a_branch2a_p needs backward computation.
I0228 11:22:53.076580  9676 net.cpp:198] bn2a_branch2a_p needs backward computation.
I0228 11:22:53.076584  9676 net.cpp:198] res2a_branch2a_p needs backward computation.
I0228 11:22:53.076591  9676 net.cpp:198] scale2a_branch1_p needs backward computation.
I0228 11:22:53.076596  9676 net.cpp:198] bn2a_branch1_p needs backward computation.
I0228 11:22:53.076601  9676 net.cpp:198] res2a_branch1_p needs backward computation.
I0228 11:22:53.076607  9676 net.cpp:198] pool1_p_pool1_p_0_split needs backward computation.
I0228 11:22:53.076613  9676 net.cpp:198] pool1_p needs backward computation.
I0228 11:22:53.076618  9676 net.cpp:198] conv1_relu_p needs backward computation.
I0228 11:22:53.076623  9676 net.cpp:198] scale_conv1_p needs backward computation.
I0228 11:22:53.076629  9676 net.cpp:198] bn_conv1_p needs backward computation.
I0228 11:22:53.076634  9676 net.cpp:198] conv1_p needs backward computation.
I0228 11:22:53.076640  9676 net.cpp:198] feat needs backward computation.
I0228 11:22:53.076645  9676 net.cpp:198] ip2 needs backward computation.
I0228 11:22:53.076652  9676 net.cpp:198] relu1 needs backward computation.
I0228 11:22:53.076656  9676 net.cpp:198] ip1 needs backward computation.
I0228 11:22:53.076663  9676 net.cpp:198] pool needs backward computation.
I0228 11:22:53.076668  9676 net.cpp:198] res5c_relu needs backward computation.
I0228 11:22:53.076673  9676 net.cpp:198] res5c needs backward computation.
I0228 11:22:53.076680  9676 net.cpp:198] scale5c_branch2c needs backward computation.
I0228 11:22:53.076685  9676 net.cpp:198] bn5c_branch2c needs backward computation.
I0228 11:22:53.076690  9676 net.cpp:198] res5c_branch2c needs backward computation.
I0228 11:22:53.076696  9676 net.cpp:198] res5c_branch2b_relu needs backward computation.
I0228 11:22:53.076701  9676 net.cpp:198] scale5c_branch2b needs backward computation.
I0228 11:22:53.076706  9676 net.cpp:198] bn5c_branch2b needs backward computation.
I0228 11:22:53.076711  9676 net.cpp:198] res5c_branch2b needs backward computation.
I0228 11:22:53.076717  9676 net.cpp:198] res5c_branch2a_relu needs backward computation.
I0228 11:22:53.076722  9676 net.cpp:198] scale5c_branch2a needs backward computation.
I0228 11:22:53.076727  9676 net.cpp:198] bn5c_branch2a needs backward computation.
I0228 11:22:53.076732  9676 net.cpp:198] res5c_branch2a needs backward computation.
I0228 11:22:53.076738  9676 net.cpp:198] res5b_res5b_relu_0_split needs backward computation.
I0228 11:22:53.076746  9676 net.cpp:198] res5b_relu needs backward computation.
I0228 11:22:53.076751  9676 net.cpp:198] res5b needs backward computation.
I0228 11:22:53.076757  9676 net.cpp:198] scale5b_branch2c needs backward computation.
I0228 11:22:53.076763  9676 net.cpp:198] bn5b_branch2c needs backward computation.
I0228 11:22:53.076768  9676 net.cpp:198] res5b_branch2c needs backward computation.
I0228 11:22:53.076774  9676 net.cpp:198] res5b_branch2b_relu needs backward computation.
I0228 11:22:53.076779  9676 net.cpp:198] scale5b_branch2b needs backward computation.
I0228 11:22:53.076784  9676 net.cpp:198] bn5b_branch2b needs backward computation.
I0228 11:22:53.076789  9676 net.cpp:198] res5b_branch2b needs backward computation.
I0228 11:22:53.076794  9676 net.cpp:198] res5b_branch2a_relu needs backward computation.
I0228 11:22:53.076800  9676 net.cpp:198] scale5b_branch2a needs backward computation.
I0228 11:22:53.076805  9676 net.cpp:198] bn5b_branch2a needs backward computation.
I0228 11:22:53.076810  9676 net.cpp:198] res5b_branch2a needs backward computation.
I0228 11:22:53.076817  9676 net.cpp:198] res5a_res5a_relu_0_split needs backward computation.
I0228 11:22:53.076823  9676 net.cpp:198] res5a_relu needs backward computation.
I0228 11:22:53.076828  9676 net.cpp:198] res5a needs backward computation.
I0228 11:22:53.076835  9676 net.cpp:198] scale5a_branch2c needs backward computation.
I0228 11:22:53.076840  9676 net.cpp:198] bn5a_branch2c needs backward computation.
I0228 11:22:53.076845  9676 net.cpp:198] res5a_branch2c needs backward computation.
I0228 11:22:53.076850  9676 net.cpp:198] res5a_branch2b_relu needs backward computation.
I0228 11:22:53.076855  9676 net.cpp:198] scale5a_branch2b needs backward computation.
I0228 11:22:53.076860  9676 net.cpp:198] bn5a_branch2b needs backward computation.
I0228 11:22:53.076865  9676 net.cpp:198] res5a_branch2b needs backward computation.
I0228 11:22:53.076871  9676 net.cpp:198] res5a_branch2a_relu needs backward computation.
I0228 11:22:53.076876  9676 net.cpp:198] scale5a_branch2a needs backward computation.
I0228 11:22:53.076881  9676 net.cpp:198] bn5a_branch2a needs backward computation.
I0228 11:22:53.076886  9676 net.cpp:198] res5a_branch2a needs backward computation.
I0228 11:22:53.076892  9676 net.cpp:198] scale5a_branch1 needs backward computation.
I0228 11:22:53.076897  9676 net.cpp:198] bn5a_branch1 needs backward computation.
I0228 11:22:53.076902  9676 net.cpp:198] res5a_branch1 needs backward computation.
I0228 11:22:53.076908  9676 net.cpp:198] res4f_res4f_relu_0_split needs backward computation.
I0228 11:22:53.076915  9676 net.cpp:198] res4f_relu needs backward computation.
I0228 11:22:53.076920  9676 net.cpp:198] res4f needs backward computation.
I0228 11:22:53.076925  9676 net.cpp:198] scale4f_branch2c needs backward computation.
I0228 11:22:53.076931  9676 net.cpp:198] bn4f_branch2c needs backward computation.
I0228 11:22:53.076936  9676 net.cpp:198] res4f_branch2c needs backward computation.
I0228 11:22:53.076941  9676 net.cpp:198] res4f_branch2b_relu needs backward computation.
I0228 11:22:53.076946  9676 net.cpp:198] scale4f_branch2b needs backward computation.
I0228 11:22:53.076951  9676 net.cpp:198] bn4f_branch2b needs backward computation.
I0228 11:22:53.076957  9676 net.cpp:198] res4f_branch2b needs backward computation.
I0228 11:22:53.076962  9676 net.cpp:198] res4f_branch2a_relu needs backward computation.
I0228 11:22:53.076967  9676 net.cpp:198] scale4f_branch2a needs backward computation.
I0228 11:22:53.076972  9676 net.cpp:198] bn4f_branch2a needs backward computation.
I0228 11:22:53.076977  9676 net.cpp:198] res4f_branch2a needs backward computation.
I0228 11:22:53.076983  9676 net.cpp:198] res4e_res4e_relu_0_split needs backward computation.
I0228 11:22:53.076988  9676 net.cpp:198] res4e_relu needs backward computation.
I0228 11:22:53.076994  9676 net.cpp:198] res4e needs backward computation.
I0228 11:22:53.077000  9676 net.cpp:198] scale4e_branch2c needs backward computation.
I0228 11:22:53.077005  9676 net.cpp:198] bn4e_branch2c needs backward computation.
I0228 11:22:53.077013  9676 net.cpp:198] res4e_branch2c needs backward computation.
I0228 11:22:53.077018  9676 net.cpp:198] res4e_branch2b_relu needs backward computation.
I0228 11:22:53.077023  9676 net.cpp:198] scale4e_branch2b needs backward computation.
I0228 11:22:53.077028  9676 net.cpp:198] bn4e_branch2b needs backward computation.
I0228 11:22:53.077034  9676 net.cpp:198] res4e_branch2b needs backward computation.
I0228 11:22:53.077039  9676 net.cpp:198] res4e_branch2a_relu needs backward computation.
I0228 11:22:53.077044  9676 net.cpp:198] scale4e_branch2a needs backward computation.
I0228 11:22:53.077050  9676 net.cpp:198] bn4e_branch2a needs backward computation.
I0228 11:22:53.077055  9676 net.cpp:198] res4e_branch2a needs backward computation.
I0228 11:22:53.077060  9676 net.cpp:198] res4d_res4d_relu_0_split needs backward computation.
I0228 11:22:53.077069  9676 net.cpp:198] res4d_relu needs backward computation.
I0228 11:22:53.077073  9676 net.cpp:198] res4d needs backward computation.
I0228 11:22:53.077080  9676 net.cpp:198] scale4d_branch2c needs backward computation.
I0228 11:22:53.077085  9676 net.cpp:198] bn4d_branch2c needs backward computation.
I0228 11:22:53.077090  9676 net.cpp:198] res4d_branch2c needs backward computation.
I0228 11:22:53.077095  9676 net.cpp:198] res4d_branch2b_relu needs backward computation.
I0228 11:22:53.077100  9676 net.cpp:198] scale4d_branch2b needs backward computation.
I0228 11:22:53.077105  9676 net.cpp:198] bn4d_branch2b needs backward computation.
I0228 11:22:53.077111  9676 net.cpp:198] res4d_branch2b needs backward computation.
I0228 11:22:53.077116  9676 net.cpp:198] res4d_branch2a_relu needs backward computation.
I0228 11:22:53.077121  9676 net.cpp:198] scale4d_branch2a needs backward computation.
I0228 11:22:53.077126  9676 net.cpp:198] bn4d_branch2a needs backward computation.
I0228 11:22:53.077131  9676 net.cpp:198] res4d_branch2a needs backward computation.
I0228 11:22:53.077137  9676 net.cpp:198] res4c_res4c_relu_0_split needs backward computation.
I0228 11:22:53.077142  9676 net.cpp:198] res4c_relu needs backward computation.
I0228 11:22:53.077147  9676 net.cpp:198] res4c needs backward computation.
I0228 11:22:53.077153  9676 net.cpp:198] scale4c_branch2c needs backward computation.
I0228 11:22:53.077158  9676 net.cpp:198] bn4c_branch2c needs backward computation.
I0228 11:22:53.077163  9676 net.cpp:198] res4c_branch2c needs backward computation.
I0228 11:22:53.077169  9676 net.cpp:198] res4c_branch2b_relu needs backward computation.
I0228 11:22:53.077174  9676 net.cpp:198] scale4c_branch2b needs backward computation.
I0228 11:22:53.077179  9676 net.cpp:198] bn4c_branch2b needs backward computation.
I0228 11:22:53.077184  9676 net.cpp:198] res4c_branch2b needs backward computation.
I0228 11:22:53.077190  9676 net.cpp:198] res4c_branch2a_relu needs backward computation.
I0228 11:22:53.077195  9676 net.cpp:198] scale4c_branch2a needs backward computation.
I0228 11:22:53.077200  9676 net.cpp:198] bn4c_branch2a needs backward computation.
I0228 11:22:53.077205  9676 net.cpp:198] res4c_branch2a needs backward computation.
I0228 11:22:53.077211  9676 net.cpp:198] res4b_res4b_relu_0_split needs backward computation.
I0228 11:22:53.077216  9676 net.cpp:198] res4b_relu needs backward computation.
I0228 11:22:53.077221  9676 net.cpp:198] res4b needs backward computation.
I0228 11:22:53.077227  9676 net.cpp:198] scale4b_branch2c needs backward computation.
I0228 11:22:53.077234  9676 net.cpp:198] bn4b_branch2c needs backward computation.
I0228 11:22:53.077239  9676 net.cpp:198] res4b_branch2c needs backward computation.
I0228 11:22:53.077244  9676 net.cpp:198] res4b_branch2b_relu needs backward computation.
I0228 11:22:53.077249  9676 net.cpp:198] scale4b_branch2b needs backward computation.
I0228 11:22:53.077253  9676 net.cpp:198] bn4b_branch2b needs backward computation.
I0228 11:22:53.077260  9676 net.cpp:198] res4b_branch2b needs backward computation.
I0228 11:22:53.077265  9676 net.cpp:198] res4b_branch2a_relu needs backward computation.
I0228 11:22:53.077271  9676 net.cpp:198] scale4b_branch2a needs backward computation.
I0228 11:22:53.077276  9676 net.cpp:198] bn4b_branch2a needs backward computation.
I0228 11:22:53.077282  9676 net.cpp:198] res4b_branch2a needs backward computation.
I0228 11:22:53.077287  9676 net.cpp:198] res4a_res4a_relu_0_split needs backward computation.
I0228 11:22:53.077293  9676 net.cpp:198] res4a_relu needs backward computation.
I0228 11:22:53.077298  9676 net.cpp:198] res4a needs backward computation.
I0228 11:22:53.077304  9676 net.cpp:198] scale4a_branch2c needs backward computation.
I0228 11:22:53.077309  9676 net.cpp:198] bn4a_branch2c needs backward computation.
I0228 11:22:53.077314  9676 net.cpp:198] res4a_branch2c needs backward computation.
I0228 11:22:53.077320  9676 net.cpp:198] res4a_branch2b_relu needs backward computation.
I0228 11:22:53.077325  9676 net.cpp:198] scale4a_branch2b needs backward computation.
I0228 11:22:53.077330  9676 net.cpp:198] bn4a_branch2b needs backward computation.
I0228 11:22:53.077335  9676 net.cpp:198] res4a_branch2b needs backward computation.
I0228 11:22:53.077340  9676 net.cpp:198] res4a_branch2a_relu needs backward computation.
I0228 11:22:53.077347  9676 net.cpp:198] scale4a_branch2a needs backward computation.
I0228 11:22:53.077352  9676 net.cpp:198] bn4a_branch2a needs backward computation.
I0228 11:22:53.077356  9676 net.cpp:198] res4a_branch2a needs backward computation.
I0228 11:22:53.077363  9676 net.cpp:198] scale4a_branch1 needs backward computation.
I0228 11:22:53.077368  9676 net.cpp:198] bn4a_branch1 needs backward computation.
I0228 11:22:53.077373  9676 net.cpp:198] res4a_branch1 needs backward computation.
I0228 11:22:53.077379  9676 net.cpp:198] res3d_res3d_relu_0_split needs backward computation.
I0228 11:22:53.077385  9676 net.cpp:198] res3d_relu needs backward computation.
I0228 11:22:53.077391  9676 net.cpp:198] res3d needs backward computation.
I0228 11:22:53.077397  9676 net.cpp:198] scale3d_branch2c needs backward computation.
I0228 11:22:53.077402  9676 net.cpp:198] bn3d_branch2c needs backward computation.
I0228 11:22:53.077407  9676 net.cpp:198] res3d_branch2c needs backward computation.
I0228 11:22:53.077414  9676 net.cpp:198] res3d_branch2b_relu needs backward computation.
I0228 11:22:53.077419  9676 net.cpp:198] scale3d_branch2b needs backward computation.
I0228 11:22:53.077424  9676 net.cpp:198] bn3d_branch2b needs backward computation.
I0228 11:22:53.077428  9676 net.cpp:198] res3d_branch2b needs backward computation.
I0228 11:22:53.077435  9676 net.cpp:198] res3d_branch2a_relu needs backward computation.
I0228 11:22:53.077440  9676 net.cpp:198] scale3d_branch2a needs backward computation.
I0228 11:22:53.077445  9676 net.cpp:198] bn3d_branch2a needs backward computation.
I0228 11:22:53.077450  9676 net.cpp:198] res3d_branch2a needs backward computation.
I0228 11:22:53.077455  9676 net.cpp:198] res3c_res3c_relu_0_split needs backward computation.
I0228 11:22:53.077461  9676 net.cpp:198] res3c_relu needs backward computation.
I0228 11:22:53.077466  9676 net.cpp:198] res3c needs backward computation.
I0228 11:22:53.077472  9676 net.cpp:198] scale3c_branch2c needs backward computation.
I0228 11:22:53.077477  9676 net.cpp:198] bn3c_branch2c needs backward computation.
I0228 11:22:53.077482  9676 net.cpp:198] res3c_branch2c needs backward computation.
I0228 11:22:53.077488  9676 net.cpp:198] res3c_branch2b_relu needs backward computation.
I0228 11:22:53.077493  9676 net.cpp:198] scale3c_branch2b needs backward computation.
I0228 11:22:53.077498  9676 net.cpp:198] bn3c_branch2b needs backward computation.
I0228 11:22:53.077503  9676 net.cpp:198] res3c_branch2b needs backward computation.
I0228 11:22:53.077508  9676 net.cpp:198] res3c_branch2a_relu needs backward computation.
I0228 11:22:53.077513  9676 net.cpp:198] scale3c_branch2a needs backward computation.
I0228 11:22:53.077519  9676 net.cpp:198] bn3c_branch2a needs backward computation.
I0228 11:22:53.077524  9676 net.cpp:198] res3c_branch2a needs backward computation.
I0228 11:22:53.077531  9676 net.cpp:198] res3b_res3b_relu_0_split needs backward computation.
I0228 11:22:53.077536  9676 net.cpp:198] res3b_relu needs backward computation.
I0228 11:22:53.077543  9676 net.cpp:198] res3b needs backward computation.
I0228 11:22:53.077548  9676 net.cpp:198] scale3b_branch2c needs backward computation.
I0228 11:22:53.077553  9676 net.cpp:198] bn3b_branch2c needs backward computation.
I0228 11:22:53.077558  9676 net.cpp:198] res3b_branch2c needs backward computation.
I0228 11:22:53.077564  9676 net.cpp:198] res3b_branch2b_relu needs backward computation.
I0228 11:22:53.077569  9676 net.cpp:198] scale3b_branch2b needs backward computation.
I0228 11:22:53.077574  9676 net.cpp:198] bn3b_branch2b needs backward computation.
I0228 11:22:53.077579  9676 net.cpp:198] res3b_branch2b needs backward computation.
I0228 11:22:53.077585  9676 net.cpp:198] res3b_branch2a_relu needs backward computation.
I0228 11:22:53.077590  9676 net.cpp:198] scale3b_branch2a needs backward computation.
I0228 11:22:53.077595  9676 net.cpp:198] bn3b_branch2a needs backward computation.
I0228 11:22:53.077600  9676 net.cpp:198] res3b_branch2a needs backward computation.
I0228 11:22:53.077606  9676 net.cpp:198] res3a_res3a_relu_0_split needs backward computation.
I0228 11:22:53.077615  9676 net.cpp:198] res3a_relu needs backward computation.
I0228 11:22:53.077620  9676 net.cpp:198] res3a needs backward computation.
I0228 11:22:53.077626  9676 net.cpp:198] scale3a_branch2c needs backward computation.
I0228 11:22:53.077631  9676 net.cpp:198] bn3a_branch2c needs backward computation.
I0228 11:22:53.077636  9676 net.cpp:198] res3a_branch2c needs backward computation.
I0228 11:22:53.077642  9676 net.cpp:198] res3a_branch2b_relu needs backward computation.
I0228 11:22:53.077647  9676 net.cpp:198] scale3a_branch2b needs backward computation.
I0228 11:22:53.077652  9676 net.cpp:198] bn3a_branch2b needs backward computation.
I0228 11:22:53.077658  9676 net.cpp:198] res3a_branch2b needs backward computation.
I0228 11:22:53.077663  9676 net.cpp:198] res3a_branch2a_relu needs backward computation.
I0228 11:22:53.077668  9676 net.cpp:198] scale3a_branch2a needs backward computation.
I0228 11:22:53.077674  9676 net.cpp:198] bn3a_branch2a needs backward computation.
I0228 11:22:53.077679  9676 net.cpp:198] res3a_branch2a needs backward computation.
I0228 11:22:53.077684  9676 net.cpp:198] scale3a_branch1 needs backward computation.
I0228 11:22:53.077689  9676 net.cpp:198] bn3a_branch1 needs backward computation.
I0228 11:22:53.077695  9676 net.cpp:198] res3a_branch1 needs backward computation.
I0228 11:22:53.077700  9676 net.cpp:198] res2c_res2c_relu_0_split needs backward computation.
I0228 11:22:53.077706  9676 net.cpp:198] res2c_relu needs backward computation.
I0228 11:22:53.077711  9676 net.cpp:198] res2c needs backward computation.
I0228 11:22:53.077718  9676 net.cpp:198] scale2c_branch2c needs backward computation.
I0228 11:22:53.077723  9676 net.cpp:198] bn2c_branch2c needs backward computation.
I0228 11:22:53.077728  9676 net.cpp:198] res2c_branch2c needs backward computation.
I0228 11:22:53.077733  9676 net.cpp:198] res2c_branch2b_relu needs backward computation.
I0228 11:22:53.077739  9676 net.cpp:198] scale2c_branch2b needs backward computation.
I0228 11:22:53.077744  9676 net.cpp:198] bn2c_branch2b needs backward computation.
I0228 11:22:53.077749  9676 net.cpp:198] res2c_branch2b needs backward computation.
I0228 11:22:53.077754  9676 net.cpp:198] res2c_branch2a_relu needs backward computation.
I0228 11:22:53.077760  9676 net.cpp:198] scale2c_branch2a needs backward computation.
I0228 11:22:53.077765  9676 net.cpp:198] bn2c_branch2a needs backward computation.
I0228 11:22:53.077770  9676 net.cpp:198] res2c_branch2a needs backward computation.
I0228 11:22:53.077775  9676 net.cpp:198] res2b_res2b_relu_0_split needs backward computation.
I0228 11:22:53.077781  9676 net.cpp:198] res2b_relu needs backward computation.
I0228 11:22:53.077787  9676 net.cpp:198] res2b needs backward computation.
I0228 11:22:53.077793  9676 net.cpp:198] scale2b_branch2c needs backward computation.
I0228 11:22:53.077800  9676 net.cpp:198] bn2b_branch2c needs backward computation.
I0228 11:22:53.077806  9676 net.cpp:198] res2b_branch2c needs backward computation.
I0228 11:22:53.077811  9676 net.cpp:198] res2b_branch2b_relu needs backward computation.
I0228 11:22:53.077817  9676 net.cpp:198] scale2b_branch2b needs backward computation.
I0228 11:22:53.077822  9676 net.cpp:198] bn2b_branch2b needs backward computation.
I0228 11:22:53.077827  9676 net.cpp:198] res2b_branch2b needs backward computation.
I0228 11:22:53.077832  9676 net.cpp:198] res2b_branch2a_relu needs backward computation.
I0228 11:22:53.077838  9676 net.cpp:198] scale2b_branch2a needs backward computation.
I0228 11:22:53.077843  9676 net.cpp:198] bn2b_branch2a needs backward computation.
I0228 11:22:53.077848  9676 net.cpp:198] res2b_branch2a needs backward computation.
I0228 11:22:53.077853  9676 net.cpp:198] res2a_res2a_relu_0_split needs backward computation.
I0228 11:22:53.077859  9676 net.cpp:198] res2a_relu needs backward computation.
I0228 11:22:53.077864  9676 net.cpp:198] res2a needs backward computation.
I0228 11:22:53.077872  9676 net.cpp:198] scale2a_branch2c needs backward computation.
I0228 11:22:53.077877  9676 net.cpp:198] bn2a_branch2c needs backward computation.
I0228 11:22:53.077881  9676 net.cpp:198] res2a_branch2c needs backward computation.
I0228 11:22:53.077886  9676 net.cpp:198] res2a_branch2b_relu needs backward computation.
I0228 11:22:53.077893  9676 net.cpp:198] scale2a_branch2b needs backward computation.
I0228 11:22:53.077898  9676 net.cpp:198] bn2a_branch2b needs backward computation.
I0228 11:22:53.077903  9676 net.cpp:198] res2a_branch2b needs backward computation.
I0228 11:22:53.077908  9676 net.cpp:198] res2a_branch2a_relu needs backward computation.
I0228 11:22:53.077913  9676 net.cpp:198] scale2a_branch2a needs backward computation.
I0228 11:22:53.077919  9676 net.cpp:198] bn2a_branch2a needs backward computation.
I0228 11:22:53.077924  9676 net.cpp:198] res2a_branch2a needs backward computation.
I0228 11:22:53.077931  9676 net.cpp:198] scale2a_branch1 needs backward computation.
I0228 11:22:53.077936  9676 net.cpp:198] bn2a_branch1 needs backward computation.
I0228 11:22:53.077942  9676 net.cpp:198] res2a_branch1 needs backward computation.
I0228 11:22:53.077949  9676 net.cpp:198] pool1_pool1_0_split needs backward computation.
I0228 11:22:53.077953  9676 net.cpp:198] pool1 needs backward computation.
I0228 11:22:53.077960  9676 net.cpp:198] conv1_relu needs backward computation.
I0228 11:22:53.077965  9676 net.cpp:198] scale_conv1 needs backward computation.
I0228 11:22:53.077970  9676 net.cpp:198] bn_conv1 needs backward computation.
I0228 11:22:53.077975  9676 net.cpp:198] conv1 needs backward computation.
I0228 11:22:53.077981  9676 net.cpp:200] slice does not need backward computation.
I0228 11:22:53.077988  9676 net.cpp:200] data does not need backward computation.
I0228 11:22:53.077993  9676 net.cpp:242] This network produces output loss
I0228 11:22:53.103091  9676 net.cpp:255] Network initialization done.
I0228 11:22:53.104853  9676 solver.cpp:56] Solver scaffolding done.
Loading pretrained model weights from /core1/data/home/shizhan/jiahuan/siamese_shelf/res50/models/siamese_res50.caffemodel
Loading pretrained model weights from /core1/data/home/shizhan/jiahuan/siamese_shelf/res50/models/siamese_res50.caffemodel
I0228 11:22:53.371944  9676 upgrade_proto.cpp:77] Attempting to upgrade batch norm layers using deprecated params: /core1/data/home/shizhan/jiahuan/siamese_shelf/res50/models/siamese_res50.caffemodel
I0228 11:22:53.372114  9676 upgrade_proto.cpp:80] Successfully upgraded batch norm layers using deprecated params.
I0228 11:22:53.372125  9676 net.cpp:744] Ignoring source layer input
I0228 11:22:53.519095  9677 upgrade_proto.cpp:77] Attempting to upgrade batch norm layers using deprecated params: /core1/data/home/shizhan/jiahuan/siamese_shelf/res50/models/siamese_res50.caffemodel
I0228 11:22:53.519271  9677 upgrade_proto.cpp:80] Successfully upgraded batch norm layers using deprecated params.
I0228 11:22:53.519289  9677 net.cpp:744] Ignoring source layer input
Num of training datas:  1663
Num of training datas:  1663
timing: False 0 False
timing: False 1 False
58.6325602531 79.3253393258
67.5865254402 81.3510811584
I0228 11:22:54.632174  9676 solver.cpp:219] Iteration 0 (-1.70297e-39 iter/s, 0.65197s/10 iters), loss = 3.66454
I0228 11:22:54.632210  9676 solver.cpp:238]     Train net output #0: loss = 3.66454 (* 1 = 3.66454 loss)
I0228 11:22:54.632248  9676 sgd_solver.cpp:105] Iteration 0, lr = 0.001
56.733645916 76.0206080249
56.3477344513 71.8686509473
50.9345526695 68.6532421538
50.8605442047 81.4116961275
47.4158082008 66.9183473842
38.2001421452 57.6836644539
37.995221138 53.8593382665
43.4258751869 66.8251936351
29.3267097473 48.1918674878
35.1524841785 53.3150173724
32.0758674145 47.3176716268
31.3443789482 46.6891715952
29.842258215 42.6763092492
26.8415176868 40.3617690759
22.0167351961 33.7849315213
25.8481285572 35.1917073514
21.2632904053 33.1696671077
25.2988145351 34.9275580517
17.9005227089 26.2379628164
20.2439217567 27.2512965458
I0228 11:23:00.446677  9676 solver.cpp:219] Iteration 10 (1.71992 iter/s, 5.81423s/10 iters), loss = 1.11878
I0228 11:23:00.446717  9676 solver.cpp:238]     Train net output #0: loss = 1.11878 (* 1 = 1.11878 loss)
I0228 11:23:00.446749  9676 sgd_solver.cpp:105] Iteration 10, lr = 0.001
16.5826331377 26.693071789
15.6086454391 24.969970652
15.5625106096 23.0088193906
15.3313857317 23.80176498
12.5157878399 19.3859507229
14.8175728321 21.6722421774
11.5838980675 17.9209348559
9.95241177082 17.1974135105
12.2548336983 15.5361097114
9.78115171194 16.907525864
9.4301981926 12.8251295175
8.27753543854 11.4248143435
8.04198265076 12.6202416079
8.29152852297 13.0610608746
7.74853128195 13.141320434
6.14995086193 10.2237736349
6.20568299294 10.3082123782
6.98021245003 10.281529235
5.22950395942 8.29050261048
5.99343979359 9.03698565066
I0228 11:23:06.104552  9676 solver.cpp:219] Iteration 20 (1.76753 iter/s, 5.65761s/10 iters), loss = 0.37459
I0228 11:23:06.104583  9676 solver.cpp:238]     Train net output #0: loss = 0.37459 (* 1 = 0.37459 loss)
I0228 11:23:06.104606  9676 sgd_solver.cpp:105] Iteration 20, lr = 0.001
4.48802989721 7.78084250114
5.60105362535 8.9374126297
5.44263464212 8.83544036214
4.38246423006 7.14659086615
4.35597988963 7.16686752918
3.79493641853 6.42541259953
4.14358949661 6.20264209168
3.23659983277 5.46872334981
3.25889149308 5.13634362551
3.10503208637 4.89387855998
2.6751036644 4.58386786495
2.88229739666 4.82670859141
2.75189596415 4.04356459102
2.79712754488 5.44089656536
2.41498103738 4.57579144144
2.42647714913 4.21844465898
2.66634193063 3.93414050926
2.27410627902 3.35073530222
2.0659852773 3.3731170624
2.21262021363 3.57327208429
I0228 11:23:11.748555  9676 solver.cpp:219] Iteration 30 (1.77187 iter/s, 5.64374s/10 iters), loss = 0.129124
I0228 11:23:11.748592  9676 solver.cpp:238]     Train net output #0: loss = 0.129124 (* 1 = 0.129124 loss)
I0228 11:23:11.748620  9676 sgd_solver.cpp:105] Iteration 30, lr = 0.001
1.6790945828 3.36803187164
1.84902331233 2.87052438142
1.64417694509 2.77880565636
1.90967835486 3.18500064287
1.99395509064 2.65632415749
1.90296068788 3.21870574089
1.55158509314 2.90067899413
1.54571639001 2.46909057908
1.5461062938 2.44265185163
1.34284377098 2.24772232345
1.59856037796 2.68141358159
1.49788331985 2.61853564637
1.02643911541 1.80461346385
1.30435350537 2.52500803503
1.27006053925 1.52696563516
1.46373715997 2.32456902681
1.08477216959 2.32128861866
1.22515672445 2.45660131425
1.11932621151 1.82304350646
1.33367832005 1.95170540336
I0228 11:23:17.434311  9676 solver.cpp:219] Iteration 40 (1.75886 iter/s, 5.68549s/10 iters), loss = 0.0724294
I0228 11:23:17.434350  9676 solver.cpp:238]     Train net output #0: loss = 0.0724294 (* 1 = 0.0724294 loss)
I0228 11:23:17.434377  9676 sgd_solver.cpp:105] Iteration 40, lr = 0.001
1.35258016735 2.01208354573
1.00502895564 1.44815129481
1.07879830152 2.03865688174
1.12258577347 1.77778726816
0.861222356558 1.20778013819
0.830613948405 1.42819374201
0.755214057863 1.30891385528
0.878962509334 1.41302880232
0.799318157136 1.38220075478
0.869294241071 1.55875789986
0.670218575746 1.47086867071
0.637613613158 1.39751307739
1.02825124562 1.38305215192
1.02828934789 1.30934797813
0.668179806322 1.13052413619
0.731636088341 1.3028832837
0.569273792207 0.91704649864
0.752998545766 1.00413676325
0.718694161624 1.21245865397
0.634777739644 1.094687518
I0228 11:23:23.101845  9676 solver.cpp:219] Iteration 50 (1.76452 iter/s, 5.66727s/10 iters), loss = 0.0555382
I0228 11:23:23.101877  9676 solver.cpp:238]     Train net output #0: loss = 0.0555382 (* 1 = 0.0555382 loss)
I0228 11:23:23.101902  9676 sgd_solver.cpp:105] Iteration 50, lr = 0.001
0.589781070128 0.869219060023
0.739497497678 1.14087889317
0.650158720091 1.008675493
0.675991781056 1.15773696971
0.532380871475 0.861755749078
0.835545575246 1.24559039666
0.794154986739 1.07989032167
0.681222841144 1.09931629178
0.614162355661 1.13959237667
0.626850588247 1.08505336757
0.537878436968 0.991508102078
0.671605318785 1.00120337999
0.517170650885 1.53297498001
0.693873286247 1.33675093523
0.684396386147 0.97020241831
0.589725835249 0.93315975398
0.595397464931 1.11761420978
0.506049236283 0.890728421143
0.834950484335 1.09120953017
0.530089117587 0.971808455219
I0228 11:23:28.839475  9676 solver.cpp:219] Iteration 60 (1.74296 iter/s, 5.73736s/10 iters), loss = 0.0628324
I0228 11:23:28.839511  9676 solver.cpp:238]     Train net output #0: loss = 0.0628324 (* 1 = 0.0628324 loss)
I0228 11:23:28.839536  9676 sgd_solver.cpp:105] Iteration 60, lr = 0.001
0.698852557689 1.19206033401
0.448319198564 1.13746573666
0.499301061034 1.15342025911
0.620935259387 1.15336755666
0.633268568665 1.04481918092
0.565049320459 1.29380006183
0.480246077292 1.09454171128
0.468291899189 0.834549364933
0.547777395695 1.20682058623
0.417461466044 0.993731020617
0.688017848879 0.968622224605
0.732071209699 1.12869555097
0.726839024574 1.37820186007
0.481858108193 1.22995647622
0.612776584923 1.26686847516
0.429825365543 0.869993540858
0.742997810245 0.982418985505
0.555767014623 0.960701193927
0.747986108065 1.02540785447
0.587020318955 0.964787833725
I0228 11:23:34.536597  9676 solver.cpp:219] Iteration 70 (1.75535 iter/s, 5.69686s/10 iters), loss = 0.0513164
I0228 11:23:34.536636  9676 solver.cpp:238]     Train net output #0: loss = 0.0513164 (* 1 = 0.0513164 loss)
I0228 11:23:34.536669  9676 sgd_solver.cpp:105] Iteration 70, lr = 0.001
0.659710206091 1.00389214432
0.806644670665 1.18691246438
0.574140921235 1.13831059608
0.655071359128 1.24123062227
0.390692636371 1.13164998937
0.698867794126 1.04856545591
0.442136000842 0.787121479865
0.457196829841 0.864846270032
0.403775649145 1.11717208019
0.606725301594 1.28826649547
0.64852312766 1.47389803976
0.452964860946 0.993843077216
0.826863065362 1.45587095592
0.706448888406 1.30167965634
0.495715590194 1.3190560431
0.271291280165 0.913709614526
0.792919836007 1.49738371866
0.470279153436 1.33636414266
0.35119100567 1.35792251212
0.597235836089 0.939504637649
I0228 11:23:40.269731  9676 solver.cpp:219] Iteration 80 (1.74433 iter/s, 5.73286s/10 iters), loss = 0.0537243
I0228 11:23:40.269771  9676 solver.cpp:238]     Train net output #0: loss = 0.0537243 (* 1 = 0.0537243 loss)
I0228 11:23:40.269803  9676 sgd_solver.cpp:105] Iteration 80, lr = 0.001
0.566943384707 1.11254727455
0.467950589955 1.2207915143
0.716093551368 1.29860281073
0.693557988852 1.34283555811
0.75395604223 1.30072722757
0.654468795285 1.08351959039
0.662811595947 1.33427687488
0.568963903934 1.20847140219
0.48648557812 1.29455421479
0.689616069198 1.64458338091
0.73292048648 1.49755173356
0.647767689079 1.40670283092
0.426102980971 1.2888627502
0.83130373247 1.89078499347
0.740172061138 1.68231748412
0.61778318882 1.74996456717
0.533595718443 0.946506846563
0.694536007941 1.15185789059
0.524402871728 1.66422891164
0.508311895654 1.72022145724
I0228 11:23:45.910960  9676 solver.cpp:219] Iteration 90 (1.77275 iter/s, 5.64096s/10 iters), loss = 0.0391936
I0228 11:23:45.910992  9676 solver.cpp:238]     Train net output #0: loss = 0.0391936 (* 1 = 0.0391936 loss)
I0228 11:23:45.911021  9676 sgd_solver.cpp:105] Iteration 90, lr = 0.001
0.707416836172 1.46613617767
0.641574500129 1.56052433383
0.746593292803 1.53210865074
0.734882120043 1.88283123708
0.844652999192 1.04042041535
0.471685625613 1.19587138335
0.720779679716 1.7052003269
0.511818191968 1.23274748202
0.646963592619 1.04775717435
0.695509329438 0.903701128438
0.491201395169 1.27974350122
0.822292963043 1.33449832599
0.670092226937 1.24093800567
0.919272109866 1.43575152888
0.699800154194 1.17548149575
0.638711920008 1.14410941958
0.63908617571 1.10288179899
0.5921273157 1.11242112956
0.528508171439 1.08209465258
0.78637483716 1.27608875238
I0228 11:23:51.602636  9676 solver.cpp:219] Iteration 100 (1.75703 iter/s, 5.69141s/10 iters), loss = 0.0548489
I0228 11:23:51.602675  9676 solver.cpp:238]     Train net output #0: loss = 0.0548489 (* 1 = 0.0548489 loss)
I0228 11:23:51.602706  9676 sgd_solver.cpp:105] Iteration 100, lr = 0.001
0.414233382791 1.05861256491
0.581153132021 0.782068401974
0.53968328191 1.07457353495
0.409768886864 1.03663782017
0.547149322927 0.894107552112
0.34826561017 0.854293704706
0.742526642978 1.36263486969
0.485921025276 1.1604682867
0.478437472135 1.2474256575
0.428173443303 0.829473011894
0.546013310552 1.04198264304
0.34733588621 0.701271192104
0.504194162786 1.13040805036
0.600698609836 1.42613618467
0.768355578184 1.61840903386
0.376350132748 0.837711679649
0.493110369891 1.37170655899
0.68068315275 1.13836118123
0.516046622768 1.72273918384
0.570751518011 1.25398042638
I0228 11:23:57.277528  9676 solver.cpp:219] Iteration 110 (1.76223 iter/s, 5.67462s/10 iters), loss = 0.0395002
I0228 11:23:57.277565  9676 solver.cpp:238]     Train net output #0: loss = 0.0395002 (* 1 = 0.0395002 loss)
I0228 11:23:57.277593  9676 sgd_solver.cpp:105] Iteration 110, lr = 0.001
0.561113486066 1.13778369538
0.586587335914 1.41409081387
0.528046295047 1.29261587906
0.639386765659 1.55304694828
0.78928165324 1.6046640226
0.585208315402 1.7478010417
0.505331361666 1.74932169339
0.447682760656 1.696330796
0.637066565454 1.68341042807
0.682324689813 1.28639362039
0.559637196362 1.37608708428
0.534956537187 1.89918343364
0.752402743325 1.42174054113
0.797087412328 1.44153978602
0.40695014596 1.20868713249
0.452792108059 1.11745727169
0.48091566842 1.84925875276
0.548171640374 1.26491097678
0.524829849601 2.02539055715
0.694101594388 1.47153073935
I0228 11:24:03.016978  9676 solver.cpp:219] Iteration 120 (1.74241 iter/s, 5.73918s/10 iters), loss = 0.0420375
I0228 11:24:03.017022  9676 solver.cpp:238]     Train net output #0: loss = 0.0420375 (* 1 = 0.0420375 loss)
I0228 11:24:03.017056  9676 sgd_solver.cpp:105] Iteration 120, lr = 0.001
0.420953785069 1.64474987922
0.489255990833 2.13863376056
0.477527411655 1.40908616299
0.59468152374 1.89472496895
0.487835051492 1.13563230843
0.735693629831 1.73055133337
0.334161881357 1.04986609512
0.570094883442 1.78231082963
0.615138834342 1.44122416942
0.545319925994 1.5372603044
0.495387183502 1.36184455478
0.444895066321 0.964249571918
0.716878067702 1.42753265352
0.570631014183 1.60175994488
0.476990182418 1.474892336
0.60180567205 1.298233322
0.455372197554 1.10221616954
0.49552587606 1.47390030893
0.590559257194 1.94447493104
0.389583399519 1.16189759454
I0228 11:24:08.716887  9676 solver.cpp:219] Iteration 130 (1.7545 iter/s, 5.69963s/10 iters), loss = 0.0468963
I0228 11:24:08.729151  9676 solver.cpp:238]     Train net output #0: loss = 0.0468963 (* 1 = 0.0468963 loss)
I0228 11:24:08.729199  9676 sgd_solver.cpp:105] Iteration 130, lr = 0.001
0.573818495963 1.75857046156
0.780727595091 1.61954804457
0.535252518952 1.79052875816
0.614289140329 1.71733691267
0.716432060115 1.80700354127
0.426430815831 1.01765555792
0.513129550964 1.55799008553
0.380381492432 1.09866675473
0.425522741862 1.55219430694
0.869323112071 1.2636383712
0.664911357686 1.61109716395
0.6609919779 1.60519497183
0.413921849802 1.39042887487
0.491896454245 1.47862640762
0.429530587047 1.32630696527
0.652413520962 1.69620293958
0.637860785238 1.47118490916
0.647629886866 1.90639112411
0.684228550643 1.66129272943
0.460861213505 1.5320535386
I0228 11:24:14.454098  9676 solver.cpp:219] Iteration 140 (1.74681 iter/s, 5.72472s/10 iters), loss = 0.0472584
I0228 11:24:14.454149  9676 solver.cpp:238]     Train net output #0: loss = 0.0472584 (* 1 = 0.0472584 loss)
I0228 11:24:14.454185  9676 sgd_solver.cpp:105] Iteration 140, lr = 0.001
0.507679369301 1.35269675251
0.630175691098 1.4929247736
0.626578517258 1.09035847536
0.523446116596 1.35088006028
0.413581509143 1.43091079772
0.514556013048 1.26613945474
0.385103389621 1.4835617513
0.636588199064 1.71860737277
0.435853086412 1.23714308933
0.419378127903 1.39133089202
0.507995920256 1.56966849174
0.516332523897 1.51412817593
0.466062864289 1.12213723431
0.469387736171 0.933530931561
0.548329023761 1.48063569998
0.438307387754 1.43789511736
0.404887087643 1.4463338361
0.488203490153 1.18837454552
0.509756665677 1.13227247161
0.666843384504 1.49424532535
I0228 11:24:20.192695  9676 solver.cpp:219] Iteration 150 (1.74267 iter/s, 5.73831s/10 iters), loss = 0.045505
I0228 11:24:20.192740  9676 solver.cpp:238]     Train net output #0: loss = 0.045505 (* 1 = 0.045505 loss)
I0228 11:24:20.192775  9676 sgd_solver.cpp:105] Iteration 150, lr = 0.001
0.596523869783 1.34708165078
0.407137601636 1.58242084779
0.480877831578 1.5312386078
0.451387166977 1.70568435958
0.434912553988 1.2758008605
0.930003672838 1.80688838395
0.44042994082 1.28696618309
0.36791808717 1.94494332456
0.537898761686 1.50551748732
0.532521316782 1.26442655372
0.326662615873 1.13579684361
0.525433264673 1.07918002417
0.381626263261 1.02859108549
0.568166352808 1.41257521763
0.568793358281 1.17348713424
0.467787409201 2.00610326613
0.359218409285 0.997998854046
0.339112051763 1.08790117061
0.548846773803 1.31962279669
0.396802818403 2.04952488776
I0228 11:24:25.986351  9676 solver.cpp:219] Iteration 160 (1.72611 iter/s, 5.79338s/10 iters), loss = 0.0274686
I0228 11:24:25.986382  9676 solver.cpp:238]     Train net output #0: loss = 0.0274686 (* 1 = 0.0274686 loss)
I0228 11:24:25.986407  9676 sgd_solver.cpp:105] Iteration 160, lr = 0.001
0.657974806614 1.92209733229
0.752913758159 1.70991721669
0.566097889096 1.57124443292
0.361364362761 1.31386828426
0.409283518791 1.27744475646
0.723252529278 1.47617310721
0.585788508877 1.95965705988
0.320763165131 1.58737059054
0.370096543804 1.78173156545
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I0228 11:24:31.661375  9676 solver.cpp:219] Iteration 170 (1.76219 iter/s, 5.67476s/10 iters), loss = 0.050394
I0228 11:24:31.661420  9676 solver.cpp:238]     Train net output #0: loss = 0.050394 (* 1 = 0.050394 loss)
I0228 11:24:31.661453  9676 sgd_solver.cpp:105] Iteration 170, lr = 0.001
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I0228 11:24:37.337214  9676 solver.cpp:219] Iteration 180 (1.76194 iter/s, 5.67557s/10 iters), loss = 0.029917
I0228 11:24:37.337249  9676 solver.cpp:238]     Train net output #0: loss = 0.029917 (* 1 = 0.029917 loss)
I0228 11:24:37.337273  9676 sgd_solver.cpp:105] Iteration 180, lr = 0.001
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I0228 11:24:43.134990  9676 solver.cpp:219] Iteration 190 (1.72488 iter/s, 5.79751s/10 iters), loss = 0.0394417
I0228 11:24:43.135030  9676 solver.cpp:238]     Train net output #0: loss = 0.0394417 (* 1 = 0.0394417 loss)
I0228 11:24:43.135061  9676 sgd_solver.cpp:105] Iteration 190, lr = 0.001
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I0228 11:24:48.869731  9676 solver.cpp:219] Iteration 200 (1.74384 iter/s, 5.73447s/10 iters), loss = 0.0544577
I0228 11:24:48.869781  9676 solver.cpp:238]     Train net output #0: loss = 0.0544577 (* 1 = 0.0544577 loss)
I0228 11:24:48.869817  9676 sgd_solver.cpp:105] Iteration 200, lr = 0.001
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I0228 11:24:54.632877  9676 solver.cpp:219] Iteration 210 (1.73525 iter/s, 5.76287s/10 iters), loss = 0.040831
I0228 11:24:54.632925  9676 solver.cpp:238]     Train net output #0: loss = 0.040831 (* 1 = 0.040831 loss)
I0228 11:24:54.632958  9676 sgd_solver.cpp:105] Iteration 210, lr = 0.001
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I0228 11:25:00.381702  9676 solver.cpp:219] Iteration 220 (1.73957 iter/s, 5.74855s/10 iters), loss = 0.0359386
I0228 11:25:00.381744  9676 solver.cpp:238]     Train net output #0: loss = 0.0359386 (* 1 = 0.0359386 loss)
I0228 11:25:00.381775  9676 sgd_solver.cpp:105] Iteration 220, lr = 0.001
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I0228 11:25:06.118741  9676 solver.cpp:219] Iteration 230 (1.74314 iter/s, 5.73676s/10 iters), loss = 0.0348027
I0228 11:25:06.118785  9676 solver.cpp:238]     Train net output #0: loss = 0.0348027 (* 1 = 0.0348027 loss)
I0228 11:25:06.118819  9676 sgd_solver.cpp:105] Iteration 230, lr = 0.001
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I0228 11:25:11.814944  9676 solver.cpp:219] Iteration 240 (1.75564 iter/s, 5.69593s/10 iters), loss = 0.031255
I0228 11:25:11.814981  9676 solver.cpp:238]     Train net output #0: loss = 0.031255 (* 1 = 0.031255 loss)
I0228 11:25:11.815008  9676 sgd_solver.cpp:105] Iteration 240, lr = 0.001
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I0228 11:25:17.515501  9676 solver.cpp:219] Iteration 250 (1.7543 iter/s, 5.70029s/10 iters), loss = 0.0406039
I0228 11:25:17.515549  9676 solver.cpp:238]     Train net output #0: loss = 0.0406039 (* 1 = 0.0406039 loss)
I0228 11:25:17.515584  9676 sgd_solver.cpp:105] Iteration 250, lr = 0.001
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I0228 11:25:23.207367  9676 solver.cpp:219] Iteration 260 (1.75698 iter/s, 5.69159s/10 iters), loss = 0.0283039
I0228 11:25:23.207406  9676 solver.cpp:238]     Train net output #0: loss = 0.0283039 (* 1 = 0.0283039 loss)
I0228 11:25:23.207437  9676 sgd_solver.cpp:105] Iteration 260, lr = 0.001
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I0228 11:25:28.927099  9676 solver.cpp:219] Iteration 270 (1.74842 iter/s, 5.71946s/10 iters), loss = 0.0280758
I0228 11:25:28.927145  9676 solver.cpp:238]     Train net output #0: loss = 0.0280758 (* 1 = 0.0280758 loss)
I0228 11:25:28.927178  9676 sgd_solver.cpp:105] Iteration 270, lr = 0.001
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I0228 11:25:34.629663  9676 solver.cpp:219] Iteration 280 (1.75368 iter/s, 5.70229s/10 iters), loss = 0.0322316
I0228 11:25:34.629715  9676 solver.cpp:238]     Train net output #0: loss = 0.0322316 (* 1 = 0.0322316 loss)
I0228 11:25:34.629750  9676 sgd_solver.cpp:105] Iteration 280, lr = 0.001
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I0228 11:25:40.348158  9676 solver.cpp:219] Iteration 290 (1.7488 iter/s, 5.71822s/10 iters), loss = 0.0329592
I0228 11:25:40.348196  9676 solver.cpp:238]     Train net output #0: loss = 0.0329592 (* 1 = 0.0329592 loss)
I0228 11:25:40.348222  9676 sgd_solver.cpp:105] Iteration 290, lr = 0.001
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I0228 11:25:46.070040  9676 solver.cpp:219] Iteration 300 (1.74776 iter/s, 5.72162s/10 iters), loss = 0.0347737
I0228 11:25:46.070089  9676 solver.cpp:238]     Train net output #0: loss = 0.0347737 (* 1 = 0.0347737 loss)
I0228 11:25:46.070130  9676 sgd_solver.cpp:105] Iteration 300, lr = 0.001
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I0228 11:25:51.847952  9676 solver.cpp:219] Iteration 310 (1.73081 iter/s, 5.77764s/10 iters), loss = 0.0420142
I0228 11:25:51.847998  9676 solver.cpp:238]     Train net output #0: loss = 0.0420142 (* 1 = 0.0420142 loss)
I0228 11:25:51.848033  9676 sgd_solver.cpp:105] Iteration 310, lr = 0.001
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I0228 11:25:57.559897  9676 solver.cpp:219] Iteration 320 (1.7508 iter/s, 5.71168s/10 iters), loss = 0.0302463
I0228 11:25:57.559934  9676 solver.cpp:238]     Train net output #0: loss = 0.0302463 (* 1 = 0.0302463 loss)
I0228 11:25:57.559962  9676 sgd_solver.cpp:105] Iteration 320, lr = 0.001
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I0228 11:26:03.364195  9676 solver.cpp:219] Iteration 330 (1.72294 iter/s, 5.80403s/10 iters), loss = 0.0410799
I0228 11:26:03.364240  9676 solver.cpp:238]     Train net output #0: loss = 0.0410799 (* 1 = 0.0410799 loss)
I0228 11:26:03.364274  9676 sgd_solver.cpp:105] Iteration 330, lr = 0.001
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I0228 11:26:09.162358  9676 solver.cpp:219] Iteration 340 (1.72476 iter/s, 5.79789s/10 iters), loss = 0.0407978
I0228 11:26:09.162395  9676 solver.cpp:238]     Train net output #0: loss = 0.0407978 (* 1 = 0.0407978 loss)
I0228 11:26:09.162420  9676 sgd_solver.cpp:105] Iteration 340, lr = 0.001
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I0228 11:26:14.949065  9676 solver.cpp:219] Iteration 350 (1.72818 iter/s, 5.78644s/10 iters), loss = 0.0302526
I0228 11:26:14.949110  9676 solver.cpp:238]     Train net output #0: loss = 0.0302526 (* 1 = 0.0302526 loss)
I0228 11:26:14.949144  9676 sgd_solver.cpp:105] Iteration 350, lr = 0.001
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I0228 11:26:20.710589  9676 solver.cpp:219] Iteration 360 (1.73573 iter/s, 5.76125s/10 iters), loss = 0.0335894
I0228 11:26:20.710625  9676 solver.cpp:238]     Train net output #0: loss = 0.0335894 (* 1 = 0.0335894 loss)
I0228 11:26:20.710651  9676 sgd_solver.cpp:105] Iteration 360, lr = 0.001
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I0228 11:26:26.494438  9676 solver.cpp:219] Iteration 370 (1.72903 iter/s, 5.78359s/10 iters), loss = 0.0364373
I0228 11:26:26.494479  9676 solver.cpp:238]     Train net output #0: loss = 0.0364373 (* 1 = 0.0364373 loss)
I0228 11:26:26.494510  9676 sgd_solver.cpp:105] Iteration 370, lr = 0.001
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I0228 11:26:32.203790  9676 solver.cpp:219] Iteration 380 (1.75159 iter/s, 5.70909s/10 iters), loss = 0.0232008
I0228 11:26:32.203821  9676 solver.cpp:238]     Train net output #0: loss = 0.0232008 (* 1 = 0.0232008 loss)
I0228 11:26:32.203845  9676 sgd_solver.cpp:105] Iteration 380, lr = 0.001
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I0228 11:26:37.968708  9676 solver.cpp:219] Iteration 390 (1.73471 iter/s, 5.76466s/10 iters), loss = 0.0343462
I0228 11:26:37.968755  9676 solver.cpp:238]     Train net output #0: loss = 0.0343462 (* 1 = 0.0343462 loss)
I0228 11:26:37.968786  9676 sgd_solver.cpp:105] Iteration 390, lr = 0.001
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I0228 11:26:43.705510  9676 solver.cpp:219] Iteration 400 (1.74321 iter/s, 5.73654s/10 iters), loss = 0.0290476
I0228 11:26:43.705550  9676 solver.cpp:238]     Train net output #0: loss = 0.0290476 (* 1 = 0.0290476 loss)
I0228 11:26:43.705581  9676 sgd_solver.cpp:105] Iteration 400, lr = 0.001
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I0228 11:26:49.377959  9676 solver.cpp:219] Iteration 410 (1.76299 iter/s, 5.67219s/10 iters), loss = 0.0392283
I0228 11:26:49.377992  9676 solver.cpp:238]     Train net output #0: loss = 0.0392283 (* 1 = 0.0392283 loss)
I0228 11:26:49.378016  9676 sgd_solver.cpp:105] Iteration 410, lr = 0.001
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I0228 11:26:55.099241  9676 solver.cpp:219] Iteration 420 (1.74794 iter/s, 5.72103s/10 iters), loss = 0.0317925
I0228 11:26:55.099279  9676 solver.cpp:238]     Train net output #0: loss = 0.0317925 (* 1 = 0.0317925 loss)
I0228 11:26:55.099318  9676 sgd_solver.cpp:105] Iteration 420, lr = 0.001
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I0228 11:27:00.801934  9676 solver.cpp:219] Iteration 430 (1.75364 iter/s, 5.70243s/10 iters), loss = 0.0267686
I0228 11:27:00.801976  9676 solver.cpp:238]     Train net output #0: loss = 0.0267686 (* 1 = 0.0267686 loss)
I0228 11:27:00.802008  9676 sgd_solver.cpp:105] Iteration 430, lr = 0.001
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I0228 11:27:06.516208  9676 solver.cpp:219] Iteration 440 (1.75008 iter/s, 5.71401s/10 iters), loss = 0.0276301
I0228 11:27:06.516253  9676 solver.cpp:238]     Train net output #0: loss = 0.0276301 (* 1 = 0.0276301 loss)
I0228 11:27:06.516288  9676 sgd_solver.cpp:105] Iteration 440, lr = 0.001
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I0228 11:27:12.291591  9676 solver.cpp:219] Iteration 450 (1.73157 iter/s, 5.77511s/10 iters), loss = 0.0373087
I0228 11:27:12.291630  9676 solver.cpp:238]     Train net output #0: loss = 0.0373087 (* 1 = 0.0373087 loss)
I0228 11:27:12.291656  9676 sgd_solver.cpp:105] Iteration 450, lr = 0.001
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I0228 11:27:17.999078  9676 solver.cpp:219] Iteration 460 (1.75216 iter/s, 5.70723s/10 iters), loss = 0.0512691
I0228 11:27:17.999117  9676 solver.cpp:238]     Train net output #0: loss = 0.0512691 (* 1 = 0.0512691 loss)
I0228 11:27:17.999148  9676 sgd_solver.cpp:105] Iteration 460, lr = 0.001
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I0228 11:27:23.756942  9676 solver.cpp:219] Iteration 470 (1.73683 iter/s, 5.7576s/10 iters), loss = 0.0300188
I0228 11:27:23.756981  9676 solver.cpp:238]     Train net output #0: loss = 0.0300188 (* 1 = 0.0300188 loss)
I0228 11:27:23.757009  9676 sgd_solver.cpp:105] Iteration 470, lr = 0.001
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I0228 11:27:29.518728  9676 solver.cpp:219] Iteration 480 (1.73565 iter/s, 5.76152s/10 iters), loss = 0.0319208
I0228 11:27:29.518779  9676 solver.cpp:238]     Train net output #0: loss = 0.0319208 (* 1 = 0.0319208 loss)
I0228 11:27:29.518815  9676 sgd_solver.cpp:105] Iteration 480, lr = 0.001
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I0228 11:27:35.282992  9676 solver.cpp:219] Iteration 490 (1.73491 iter/s, 5.76399s/10 iters), loss = 0.0401011
I0228 11:27:35.283040  9676 solver.cpp:238]     Train net output #0: loss = 0.0401011 (* 1 = 0.0401011 loss)
I0228 11:27:35.283074  9676 sgd_solver.cpp:105] Iteration 490, lr = 0.001
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I0228 11:27:41.023371  9676 solver.cpp:219] Iteration 500 (1.74213 iter/s, 5.74011s/10 iters), loss = 0.0325228
I0228 11:27:41.023412  9676 solver.cpp:238]     Train net output #0: loss = 0.0325228 (* 1 = 0.0325228 loss)
I0228 11:27:41.023443  9676 sgd_solver.cpp:105] Iteration 500, lr = 0.001
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I0228 11:27:46.733737  9676 solver.cpp:219] Iteration 510 (1.75128 iter/s, 5.71011s/10 iters), loss = 0.0298735
I0228 11:27:46.733769  9676 solver.cpp:238]     Train net output #0: loss = 0.0298735 (* 1 = 0.0298735 loss)
I0228 11:27:46.733793  9676 sgd_solver.cpp:105] Iteration 510, lr = 0.001
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I0228 11:27:52.549432  9676 solver.cpp:219] Iteration 520 (1.71956 iter/s, 5.81544s/10 iters), loss = 0.0280679
I0228 11:27:52.549465  9676 solver.cpp:238]     Train net output #0: loss = 0.0280679 (* 1 = 0.0280679 loss)
I0228 11:27:52.549490  9676 sgd_solver.cpp:105] Iteration 520, lr = 0.001
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I0228 11:27:58.379472  9676 solver.cpp:219] Iteration 530 (1.71533 iter/s, 5.82978s/10 iters), loss = 0.0246923
I0228 11:27:58.379505  9676 solver.cpp:238]     Train net output #0: loss = 0.0246923 (* 1 = 0.0246923 loss)
I0228 11:27:58.379529  9676 sgd_solver.cpp:105] Iteration 530, lr = 0.001
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I0228 11:28:04.082907  9676 solver.cpp:219] Iteration 540 (1.75341 iter/s, 5.70318s/10 iters), loss = 0.0221825
I0228 11:28:04.082954  9676 solver.cpp:238]     Train net output #0: loss = 0.0221825 (* 1 = 0.0221825 loss)
I0228 11:28:04.082989  9676 sgd_solver.cpp:105] Iteration 540, lr = 0.001
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I0228 11:28:09.831768  9676 solver.cpp:219] Iteration 550 (1.73955 iter/s, 5.7486s/10 iters), loss = 0.0309813
I0228 11:28:09.831809  9676 solver.cpp:238]     Train net output #0: loss = 0.0309813 (* 1 = 0.0309813 loss)
I0228 11:28:09.831840  9676 sgd_solver.cpp:105] Iteration 550, lr = 0.001
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I0228 11:28:15.573271  9676 solver.cpp:219] Iteration 560 (1.74178 iter/s, 5.74124s/10 iters), loss = 0.0241329
I0228 11:28:15.573318  9676 solver.cpp:238]     Train net output #0: loss = 0.0241329 (* 1 = 0.0241329 loss)
I0228 11:28:15.573360  9676 sgd_solver.cpp:105] Iteration 560, lr = 0.001
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I0228 11:28:21.341619  9676 solver.cpp:219] Iteration 570 (1.73368 iter/s, 5.76809s/10 iters), loss = 0.0276586
I0228 11:28:21.341651  9676 solver.cpp:238]     Train net output #0: loss = 0.0276586 (* 1 = 0.0276586 loss)
I0228 11:28:21.341675  9676 sgd_solver.cpp:105] Iteration 570, lr = 0.001
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I0228 11:28:27.041563  9676 solver.cpp:219] Iteration 580 (1.75448 iter/s, 5.69969s/10 iters), loss = 0.0401406
I0228 11:28:27.041600  9676 solver.cpp:238]     Train net output #0: loss = 0.0401406 (* 1 = 0.0401406 loss)
I0228 11:28:27.041626  9676 sgd_solver.cpp:105] Iteration 580, lr = 0.001
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I0228 11:28:32.731673  9676 solver.cpp:219] Iteration 590 (1.75751 iter/s, 5.68985s/10 iters), loss = 0.0270187
I0228 11:28:32.731729  9676 solver.cpp:238]     Train net output #0: loss = 0.0270187 (* 1 = 0.0270187 loss)
I0228 11:28:32.731772  9676 sgd_solver.cpp:105] Iteration 590, lr = 0.001
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I0228 11:28:38.440893  9676 solver.cpp:219] Iteration 600 (1.75164 iter/s, 5.70895s/10 iters), loss = 0.0173156
I0228 11:28:38.440933  9676 solver.cpp:238]     Train net output #0: loss = 0.0173156 (* 1 = 0.0173156 loss)
I0228 11:28:38.440963  9676 sgd_solver.cpp:105] Iteration 600, lr = 0.001
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I0228 11:28:44.032163  9676 solver.cpp:219] Iteration 610 (1.78858 iter/s, 5.59102s/10 iters), loss = 0.040893
I0228 11:28:44.032200  9676 solver.cpp:238]     Train net output #0: loss = 0.040893 (* 1 = 0.040893 loss)
I0228 11:28:44.032227  9676 sgd_solver.cpp:105] Iteration 610, lr = 0.001
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I0228 11:28:49.740070  9676 solver.cpp:219] Iteration 620 (1.75203 iter/s, 5.70765s/10 iters), loss = 0.0249903
I0228 11:28:49.740115  9676 solver.cpp:238]     Train net output #0: loss = 0.0249903 (* 1 = 0.0249903 loss)
I0228 11:28:49.740149  9676 sgd_solver.cpp:105] Iteration 620, lr = 0.001
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I0228 11:28:55.521739  9676 solver.cpp:219] Iteration 630 (1.72969 iter/s, 5.7814s/10 iters), loss = 0.0319713
I0228 11:28:55.521805  9676 solver.cpp:238]     Train net output #0: loss = 0.0319713 (* 1 = 0.0319713 loss)
I0228 11:28:55.521853  9676 sgd_solver.cpp:105] Iteration 630, lr = 0.001
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I0228 11:29:01.245322  9676 solver.cpp:219] Iteration 640 (1.74724 iter/s, 5.72331s/10 iters), loss = 0.0337734
I0228 11:29:01.245367  9676 solver.cpp:238]     Train net output #0: loss = 0.0337734 (* 1 = 0.0337734 loss)
I0228 11:29:01.245400  9676 sgd_solver.cpp:105] Iteration 640, lr = 0.001
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I0228 11:29:06.993417  9676 solver.cpp:219] Iteration 650 (1.73979 iter/s, 5.74784s/10 iters), loss = 0.0266672
I0228 11:29:06.993460  9676 solver.cpp:238]     Train net output #0: loss = 0.0266672 (* 1 = 0.0266672 loss)
I0228 11:29:06.993494  9676 sgd_solver.cpp:105] Iteration 650, lr = 0.001
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I0228 11:29:12.690573  9676 solver.cpp:219] Iteration 660 (1.75534 iter/s, 5.6969s/10 iters), loss = 0.0307994
I0228 11:29:12.690604  9676 solver.cpp:238]     Train net output #0: loss = 0.0307994 (* 1 = 0.0307994 loss)
I0228 11:29:12.690629  9676 sgd_solver.cpp:105] Iteration 660, lr = 0.001
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I0228 11:29:18.268676  9676 solver.cpp:219] Iteration 670 (1.7928 iter/s, 5.57786s/10 iters), loss = 0.0283494
I0228 11:29:18.268715  9676 solver.cpp:238]     Train net output #0: loss = 0.0283494 (* 1 = 0.0283494 loss)
I0228 11:29:18.268743  9676 sgd_solver.cpp:105] Iteration 670, lr = 0.001
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I0228 11:29:24.023574  9676 solver.cpp:219] Iteration 680 (1.73773 iter/s, 5.75464s/10 iters), loss = 0.0250734
I0228 11:29:24.023620  9676 solver.cpp:238]     Train net output #0: loss = 0.0250734 (* 1 = 0.0250734 loss)
I0228 11:29:24.023658  9676 sgd_solver.cpp:105] Iteration 680, lr = 0.001
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I0228 11:29:29.865628  9676 solver.cpp:219] Iteration 690 (1.7118 iter/s, 5.84179s/10 iters), loss = 0.0196112
I0228 11:29:29.865669  9676 solver.cpp:238]     Train net output #0: loss = 0.0196112 (* 1 = 0.0196112 loss)
I0228 11:29:29.865700  9676 sgd_solver.cpp:105] Iteration 690, lr = 0.001
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I0228 11:29:35.496244  9676 solver.cpp:219] Iteration 700 (1.77608 iter/s, 5.63036s/10 iters), loss = 0.0327966
I0228 11:29:35.496281  9676 solver.cpp:238]     Train net output #0: loss = 0.0327966 (* 1 = 0.0327966 loss)
I0228 11:29:35.496309  9676 sgd_solver.cpp:105] Iteration 700, lr = 0.001
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I0228 11:29:41.201843  9676 solver.cpp:219] Iteration 710 (1.75274 iter/s, 5.70535s/10 iters), loss = 0.0290749
I0228 11:29:41.201880  9676 solver.cpp:238]     Train net output #0: loss = 0.0290749 (* 1 = 0.0290749 loss)
I0228 11:29:41.201907  9676 sgd_solver.cpp:105] Iteration 710, lr = 0.001
0.273230681196 1.82795321712
0.229838459753 1.78110240029
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I0228 11:29:46.873462  9676 solver.cpp:219] Iteration 720 (1.76324 iter/s, 5.67137s/10 iters), loss = 0.0394148
I0228 11:29:46.873493  9676 solver.cpp:238]     Train net output #0: loss = 0.0394148 (* 1 = 0.0394148 loss)
I0228 11:29:46.873517  9676 sgd_solver.cpp:105] Iteration 720, lr = 0.001
0.250893543474 2.82256492635
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I0228 11:29:52.595116  9676 solver.cpp:219] Iteration 730 (1.74782 iter/s, 5.72141s/10 iters), loss = 0.0234584
I0228 11:29:52.595155  9676 solver.cpp:238]     Train net output #0: loss = 0.0234584 (* 1 = 0.0234584 loss)
I0228 11:29:52.595180  9676 sgd_solver.cpp:105] Iteration 730, lr = 0.001
0.254691477865 2.4426873178
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I0228 11:29:58.344252  9676 solver.cpp:219] Iteration 740 (1.73947 iter/s, 5.74888s/10 iters), loss = 0.0277145
I0228 11:29:58.344292  9676 solver.cpp:238]     Train net output #0: loss = 0.0277145 (* 1 = 0.0277145 loss)
I0228 11:29:58.344322  9676 sgd_solver.cpp:105] Iteration 740, lr = 0.001
0.376056790119 1.54172863067
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I0228 11:30:04.082581  9676 solver.cpp:219] Iteration 750 (1.74275 iter/s, 5.73807s/10 iters), loss = 0.0231449
I0228 11:30:04.082623  9676 solver.cpp:238]     Train net output #0: loss = 0.0231449 (* 1 = 0.0231449 loss)
I0228 11:30:04.082650  9676 sgd_solver.cpp:105] Iteration 750, lr = 0.001
0.29644208774 2.14728283782
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I0228 11:30:09.847100  9676 solver.cpp:219] Iteration 760 (1.73483 iter/s, 5.76426s/10 iters), loss = 0.0132182
I0228 11:30:09.847137  9676 solver.cpp:238]     Train net output #0: loss = 0.0132182 (* 1 = 0.0132182 loss)
I0228 11:30:09.847164  9676 sgd_solver.cpp:105] Iteration 760, lr = 0.001
0.258683869266 2.29685426275
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I0228 11:30:15.568842  9676 solver.cpp:219] Iteration 770 (1.7478 iter/s, 5.72149s/10 iters), loss = 0.0284863
I0228 11:30:15.568876  9676 solver.cpp:238]     Train net output #0: loss = 0.0284863 (* 1 = 0.0284863 loss)
I0228 11:30:15.568898  9676 sgd_solver.cpp:105] Iteration 770, lr = 0.001
0.219563611783 1.58887963408
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I0228 11:30:21.287879  9676 solver.cpp:219] Iteration 780 (1.74862 iter/s, 5.71879s/10 iters), loss = 0.0305805
I0228 11:30:21.287922  9676 solver.cpp:238]     Train net output #0: loss = 0.0305805 (* 1 = 0.0305805 loss)
I0228 11:30:21.287956  9676 sgd_solver.cpp:105] Iteration 780, lr = 0.001
0.269806699129 1.84471047215
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I0228 11:30:27.014086  9676 solver.cpp:219] Iteration 790 (1.74643 iter/s, 5.72595s/10 iters), loss = 0.0269168
I0228 11:30:27.014119  9676 solver.cpp:238]     Train net output #0: loss = 0.0269168 (* 1 = 0.0269168 loss)
I0228 11:30:27.014144  9676 sgd_solver.cpp:105] Iteration 790, lr = 0.001
0.304129751399 1.84293816501
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I0228 11:30:32.133224  9676 solver.cpp:448] Snapshotting to binary proto file /core1/data/home/shizhan/jiahuan/siamese_shelf/res50/models/resnet50_magic_loss_iter_800.caffemodel
0.267325902358 1.5910362597
I0228 11:30:36.238191  9676 sgd_solver.cpp:273] Snapshotting solver state to binary proto file /core1/data/home/shizhan/jiahuan/siamese_shelf/res50/models/resnet50_magic_loss_iter_800.solverstate
0.264219015837 1.54586278168
I0228 11:30:38.609340  9676 solver.cpp:219] Iteration 800 (0.862456 iter/s, 11.5948s/10 iters), loss = 0.0293512
I0228 11:30:38.609386  9676 solver.cpp:238]     Train net output #0: loss = 0.0293512 (* 1 = 0.0293512 loss)
I0228 11:30:38.609421  9676 sgd_solver.cpp:105] Iteration 800, lr = 0.001
0.22682415694 1.97736763329
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I0228 11:30:44.314692  9676 solver.cpp:219] Iteration 810 (1.75282 iter/s, 5.70509s/10 iters), loss = 0.0360748
I0228 11:30:44.314731  9676 solver.cpp:238]     Train net output #0: loss = 0.0360748 (* 1 = 0.0360748 loss)
I0228 11:30:44.314757  9676 sgd_solver.cpp:105] Iteration 810, lr = 0.001
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I0228 11:30:50.042376  9676 solver.cpp:219] Iteration 820 (1.74598 iter/s, 5.72743s/10 iters), loss = 0.0234408
I0228 11:30:50.042415  9676 solver.cpp:238]     Train net output #0: loss = 0.0234408 (* 1 = 0.0234408 loss)
I0228 11:30:50.042448  9676 sgd_solver.cpp:105] Iteration 820, lr = 0.001
0.342313511297 1.62627305759
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I0228 11:30:55.693503  9676 solver.cpp:219] Iteration 830 (1.76964 iter/s, 5.65087s/10 iters), loss = 0.0235656
I0228 11:30:55.693542  9676 solver.cpp:238]     Train net output #0: loss = 0.0235656 (* 1 = 0.0235656 loss)
I0228 11:30:55.693569  9676 sgd_solver.cpp:105] Iteration 830, lr = 0.001
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I0228 11:31:01.399168  9676 solver.cpp:219] Iteration 840 (1.75272 iter/s, 5.70541s/10 iters), loss = 0.020518
I0228 11:31:01.399219  9676 solver.cpp:238]     Train net output #0: loss = 0.020518 (* 1 = 0.020518 loss)
I0228 11:31:01.399253  9676 sgd_solver.cpp:105] Iteration 840, lr = 0.001
0.231410162174 1.86791332888
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I0228 11:31:07.080210  9676 solver.cpp:219] Iteration 850 (1.76032 iter/s, 5.68078s/10 iters), loss = 0.0416372
I0228 11:31:07.080253  9676 solver.cpp:238]     Train net output #0: loss = 0.0416372 (* 1 = 0.0416372 loss)
I0228 11:31:07.080286  9676 sgd_solver.cpp:105] Iteration 850, lr = 0.001
0.250757973641 1.55743962027
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I0228 11:31:12.766357  9676 solver.cpp:219] Iteration 860 (1.75874 iter/s, 5.68589s/10 iters), loss = 0.0206463
I0228 11:31:12.766405  9676 solver.cpp:238]     Train net output #0: loss = 0.0206463 (* 1 = 0.0206463 loss)
I0228 11:31:12.766439  9676 sgd_solver.cpp:105] Iteration 860, lr = 0.001
0.21343639493 1.5406443003
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I0228 11:31:18.578797  9676 solver.cpp:219] Iteration 870 (1.72053 iter/s, 5.81218s/10 iters), loss = 0.0172301
I0228 11:31:18.578830  9676 solver.cpp:238]     Train net output #0: loss = 0.0172301 (* 1 = 0.0172301 loss)
I0228 11:31:18.578855  9676 sgd_solver.cpp:105] Iteration 870, lr = 0.001
0.237499465351 1.81886352404
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I0228 11:31:24.325069  9676 solver.cpp:219] Iteration 880 (1.74034 iter/s, 5.74602s/10 iters), loss = 0.0231021
I0228 11:31:24.325115  9676 solver.cpp:238]     Train net output #0: loss = 0.0231021 (* 1 = 0.0231021 loss)
I0228 11:31:24.325151  9676 sgd_solver.cpp:105] Iteration 880, lr = 0.001
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I0228 11:31:30.018270  9676 solver.cpp:219] Iteration 890 (1.75656 iter/s, 5.69294s/10 iters), loss = 0.0222513
I0228 11:31:30.018311  9676 solver.cpp:238]     Train net output #0: loss = 0.0222513 (* 1 = 0.0222513 loss)
I0228 11:31:30.018340  9676 sgd_solver.cpp:105] Iteration 890, lr = 0.001
0.273182380944 2.14017533424
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I0228 11:31:35.822041  9676 solver.cpp:219] Iteration 900 (1.72309 iter/s, 5.80352s/10 iters), loss = 0.0118599
I0228 11:31:35.822073  9676 solver.cpp:238]     Train net output #0: loss = 0.0118599 (* 1 = 0.0118599 loss)
I0228 11:31:35.822096  9676 sgd_solver.cpp:105] Iteration 900, lr = 0.001
0.194355685264 2.67906208197
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I0228 11:31:41.553927  9676 solver.cpp:219] Iteration 910 (1.7447 iter/s, 5.73164s/10 iters), loss = 0.0250396
I0228 11:31:41.553959  9676 solver.cpp:238]     Train net output #0: loss = 0.0250396 (* 1 = 0.0250396 loss)
I0228 11:31:41.553983  9676 sgd_solver.cpp:105] Iteration 910, lr = 0.001
0.554546449333 1.76045083833
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I0228 11:31:47.384737  9676 solver.cpp:219] Iteration 920 (1.7151 iter/s, 5.83056s/10 iters), loss = 0.0281602
I0228 11:31:47.384775  9676 solver.cpp:238]     Train net output #0: loss = 0.0281602 (* 1 = 0.0281602 loss)
I0228 11:31:47.384809  9676 sgd_solver.cpp:105] Iteration 920, lr = 0.001
0.313145972788 1.91470341424
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I0228 11:31:53.100841  9676 solver.cpp:219] Iteration 930 (1.74952 iter/s, 5.71585s/10 iters), loss = 0.0373887
I0228 11:31:53.100886  9676 solver.cpp:238]     Train net output #0: loss = 0.0373887 (* 1 = 0.0373887 loss)
I0228 11:31:53.100919  9676 sgd_solver.cpp:105] Iteration 930, lr = 0.001
0.210371035151 1.95760825671
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I0228 11:31:58.831773  9676 solver.cpp:219] Iteration 940 (1.745 iter/s, 5.73067s/10 iters), loss = 0.0186943
I0228 11:31:58.831813  9676 solver.cpp:238]     Train net output #0: loss = 0.0186943 (* 1 = 0.0186943 loss)
I0228 11:31:58.831843  9676 sgd_solver.cpp:105] Iteration 940, lr = 0.001
0.201460859505 2.37130711722
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I0228 11:32:04.582319  9676 solver.cpp:219] Iteration 950 (1.73904 iter/s, 5.75028s/10 iters), loss = 0.0215547
I0228 11:32:04.582379  9676 solver.cpp:238]     Train net output #0: loss = 0.0215547 (* 1 = 0.0215547 loss)
I0228 11:32:04.582429  9676 sgd_solver.cpp:105] Iteration 950, lr = 0.001
0.231359058991 2.59417769642
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I0228 11:32:10.249382  9676 solver.cpp:219] Iteration 960 (1.76467 iter/s, 5.66679s/10 iters), loss = 0.0254539
I0228 11:32:10.249419  9676 solver.cpp:238]     Train net output #0: loss = 0.0254539 (* 1 = 0.0254539 loss)
I0228 11:32:10.249446  9676 sgd_solver.cpp:105] Iteration 960, lr = 0.001
0.374745454639 1.80578032409
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I0228 11:32:16.050161  9676 solver.cpp:219] Iteration 970 (1.72398 iter/s, 5.80053s/10 iters), loss = 0.030106
I0228 11:32:16.050194  9676 solver.cpp:238]     Train net output #0: loss = 0.030106 (* 1 = 0.030106 loss)
I0228 11:32:16.050218  9676 sgd_solver.cpp:105] Iteration 970, lr = 0.001
0.214569617063 2.13334654824
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I0228 11:32:21.753545  9676 solver.cpp:219] Iteration 980 (1.75342 iter/s, 5.70314s/10 iters), loss = 0.0224925
I0228 11:32:21.753582  9676 solver.cpp:238]     Train net output #0: loss = 0.0224925 (* 1 = 0.0224925 loss)
I0228 11:32:21.753614  9676 sgd_solver.cpp:105] Iteration 980, lr = 0.001
0.280594116077 1.9119983357
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I0228 11:32:27.496341  9676 solver.cpp:219] Iteration 990 (1.74139 iter/s, 5.74255s/10 iters), loss = 0.0211292
I0228 11:32:27.496373  9676 solver.cpp:238]     Train net output #0: loss = 0.0211292 (* 1 = 0.0211292 loss)
I0228 11:32:27.496397  9676 sgd_solver.cpp:105] Iteration 990, lr = 0.001
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I0228 11:32:33.229285  9676 solver.cpp:219] Iteration 1000 (1.74438 iter/s, 5.7327s/10 iters), loss = 0.0155356
I0228 11:32:33.229317  9676 solver.cpp:238]     Train net output #0: loss = 0.0155356 (* 1 = 0.0155356 loss)
I0228 11:32:33.229341  9676 sgd_solver.cpp:105] Iteration 1000, lr = 0.001
0.28435199894 2.12533820218
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I0228 11:32:39.045266  9676 solver.cpp:219] Iteration 1010 (1.71947 iter/s, 5.81573s/10 iters), loss = 0.0257347
I0228 11:32:39.045307  9676 solver.cpp:238]     Train net output #0: loss = 0.0257347 (* 1 = 0.0257347 loss)
I0228 11:32:39.045339  9676 sgd_solver.cpp:105] Iteration 1010, lr = 0.001
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I0228 11:32:44.748630  9676 solver.cpp:219] Iteration 1020 (1.75343 iter/s, 5.70311s/10 iters), loss = 0.0221974
I0228 11:32:44.748677  9676 solver.cpp:238]     Train net output #0: loss = 0.0221974 (* 1 = 0.0221974 loss)
I0228 11:32:44.748713  9676 sgd_solver.cpp:105] Iteration 1020, lr = 0.001
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I0228 11:32:50.504534  9676 solver.cpp:219] Iteration 1030 (1.73742 iter/s, 5.75565s/10 iters), loss = 0.0241684
I0228 11:32:50.504566  9676 solver.cpp:238]     Train net output #0: loss = 0.0241684 (* 1 = 0.0241684 loss)
I0228 11:32:50.504590  9676 sgd_solver.cpp:105] Iteration 1030, lr = 0.001
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I0228 11:32:56.232527  9676 solver.cpp:219] Iteration 1040 (1.74589 iter/s, 5.72775s/10 iters), loss = 0.0115967
I0228 11:32:56.232568  9676 solver.cpp:238]     Train net output #0: loss = 0.0115967 (* 1 = 0.0115967 loss)
I0228 11:32:56.232599  9676 sgd_solver.cpp:105] Iteration 1040, lr = 0.001
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I0228 11:33:02.000869  9676 solver.cpp:219] Iteration 1050 (1.73368 iter/s, 5.76809s/10 iters), loss = 0.0305659
I0228 11:33:02.000900  9676 solver.cpp:238]     Train net output #0: loss = 0.0305659 (* 1 = 0.0305659 loss)
I0228 11:33:02.000924  9676 sgd_solver.cpp:105] Iteration 1050, lr = 0.001
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I0228 11:33:07.662726  9676 solver.cpp:219] Iteration 1060 (1.76628 iter/s, 5.66161s/10 iters), loss = 0.0253678
I0228 11:33:07.662775  9676 solver.cpp:238]     Train net output #0: loss = 0.0253678 (* 1 = 0.0253678 loss)
I0228 11:33:07.662809  9676 sgd_solver.cpp:105] Iteration 1060, lr = 0.001
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I0228 11:33:13.438138  9676 solver.cpp:219] Iteration 1070 (1.73156 iter/s, 5.77515s/10 iters), loss = 0.0143667
I0228 11:33:13.438174  9676 solver.cpp:238]     Train net output #0: loss = 0.0143667 (* 1 = 0.0143667 loss)
I0228 11:33:13.438200  9676 sgd_solver.cpp:105] Iteration 1070, lr = 0.001
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I0228 11:33:19.146981  9676 solver.cpp:219] Iteration 1080 (1.75174 iter/s, 5.70859s/10 iters), loss = 0.0352675
I0228 11:33:19.147027  9676 solver.cpp:238]     Train net output #0: loss = 0.0352675 (* 1 = 0.0352675 loss)
I0228 11:33:19.147063  9676 sgd_solver.cpp:105] Iteration 1080, lr = 0.001
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I0228 11:33:24.875707  9676 solver.cpp:219] Iteration 1090 (1.74567 iter/s, 5.72846s/10 iters), loss = 0.0185946
I0228 11:33:24.876924  9676 solver.cpp:238]     Train net output #0: loss = 0.0185946 (* 1 = 0.0185946 loss)
I0228 11:33:24.876974  9676 sgd_solver.cpp:105] Iteration 1090, lr = 0.001
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I0228 11:33:30.507035  9676 solver.cpp:219] Iteration 1100 (1.77623 iter/s, 5.6299s/10 iters), loss = 0.0459203
I0228 11:33:30.507079  9676 solver.cpp:238]     Train net output #0: loss = 0.0459203 (* 1 = 0.0459203 loss)
I0228 11:33:30.507113  9676 sgd_solver.cpp:105] Iteration 1100, lr = 0.001
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I0228 11:33:36.219480  9676 solver.cpp:219] Iteration 1110 (1.75064 iter/s, 5.71219s/10 iters), loss = 0.0303352
I0228 11:33:36.219521  9676 solver.cpp:238]     Train net output #0: loss = 0.0303352 (* 1 = 0.0303352 loss)
I0228 11:33:36.219547  9676 sgd_solver.cpp:105] Iteration 1110, lr = 0.001
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I0228 11:33:41.940969  9676 solver.cpp:219] Iteration 1120 (1.74787 iter/s, 5.72124s/10 iters), loss = 0.0163968
I0228 11:33:41.941010  9676 solver.cpp:238]     Train net output #0: loss = 0.0163968 (* 1 = 0.0163968 loss)
I0228 11:33:41.941051  9676 sgd_solver.cpp:105] Iteration 1120, lr = 0.001
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I0228 11:33:47.638017  9676 solver.cpp:219] Iteration 1130 (1.75537 iter/s, 5.69679s/10 iters), loss = 0.0169
I0228 11:33:47.638063  9676 solver.cpp:238]     Train net output #0: loss = 0.0169 (* 1 = 0.0169 loss)
I0228 11:33:47.638098  9676 sgd_solver.cpp:105] Iteration 1130, lr = 0.001
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I0228 11:33:53.410842  9676 solver.cpp:219] Iteration 1140 (1.73233 iter/s, 5.77257s/10 iters), loss = 0.0218847
I0228 11:33:53.410876  9676 solver.cpp:238]     Train net output #0: loss = 0.0218847 (* 1 = 0.0218847 loss)
I0228 11:33:53.410900  9676 sgd_solver.cpp:105] Iteration 1140, lr = 0.001
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I0228 11:33:59.174662  9676 solver.cpp:219] Iteration 1150 (1.73503 iter/s, 5.76357s/10 iters), loss = 0.0263239
I0228 11:33:59.174693  9676 solver.cpp:238]     Train net output #0: loss = 0.0263239 (* 1 = 0.0263239 loss)
I0228 11:33:59.174717  9676 sgd_solver.cpp:105] Iteration 1150, lr = 0.001
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I0228 11:34:04.865547  9676 solver.cpp:219] Iteration 1160 (1.75727 iter/s, 5.69064s/10 iters), loss = 0.0272063
I0228 11:34:04.865594  9676 solver.cpp:238]     Train net output #0: loss = 0.0272063 (* 1 = 0.0272063 loss)
I0228 11:34:04.865628  9676 sgd_solver.cpp:105] Iteration 1160, lr = 0.001
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I0228 11:34:10.613407  9676 solver.cpp:219] Iteration 1170 (1.73986 iter/s, 5.7476s/10 iters), loss = 0.0244899
I0228 11:34:10.613445  9676 solver.cpp:238]     Train net output #0: loss = 0.0244899 (* 1 = 0.0244899 loss)
I0228 11:34:10.613471  9676 sgd_solver.cpp:105] Iteration 1170, lr = 0.001
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I0228 11:34:16.360468  9676 solver.cpp:219] Iteration 1180 (1.7401 iter/s, 5.74681s/10 iters), loss = 0.0166659
I0228 11:34:16.360505  9676 solver.cpp:238]     Train net output #0: loss = 0.0166659 (* 1 = 0.0166659 loss)
I0228 11:34:16.360533  9676 sgd_solver.cpp:105] Iteration 1180, lr = 0.001
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I0228 11:34:22.063575  9676 solver.cpp:219] Iteration 1190 (1.75351 iter/s, 5.70286s/10 iters), loss = 0.016941
I0228 11:34:22.063612  9676 solver.cpp:238]     Train net output #0: loss = 0.016941 (* 1 = 0.016941 loss)
I0228 11:34:22.063638  9676 sgd_solver.cpp:105] Iteration 1190, lr = 0.001
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I0228 11:34:27.812930  9676 solver.cpp:219] Iteration 1200 (1.7394 iter/s, 5.74911s/10 iters), loss = 0.0196038
I0228 11:34:27.812969  9676 solver.cpp:238]     Train net output #0: loss = 0.0196038 (* 1 = 0.0196038 loss)
I0228 11:34:27.812999  9676 sgd_solver.cpp:105] Iteration 1200, lr = 0.001
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I0228 11:34:33.519719  9676 solver.cpp:219] Iteration 1210 (1.75238 iter/s, 5.70654s/10 iters), loss = 0.0138858
I0228 11:34:33.519760  9676 solver.cpp:238]     Train net output #0: loss = 0.0138858 (* 1 = 0.0138858 loss)
I0228 11:34:33.519793  9676 sgd_solver.cpp:105] Iteration 1210, lr = 0.001
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I0228 11:34:39.237558  9676 solver.cpp:219] Iteration 1220 (1.74899 iter/s, 5.71759s/10 iters), loss = 0.0368197
I0228 11:34:39.271742  9676 solver.cpp:238]     Train net output #0: loss = 0.0368197 (* 1 = 0.0368197 loss)
I0228 11:34:39.271821  9676 sgd_solver.cpp:105] Iteration 1220, lr = 0.001
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I0228 11:34:45.010213  9676 solver.cpp:219] Iteration 1230 (1.74268 iter/s, 5.73828s/10 iters), loss = 0.03339
I0228 11:34:45.010254  9676 solver.cpp:238]     Train net output #0: loss = 0.03339 (* 1 = 0.03339 loss)
I0228 11:34:45.010287  9676 sgd_solver.cpp:105] Iteration 1230, lr = 0.001
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I0228 11:34:50.675086  9676 solver.cpp:219] Iteration 1240 (1.76534 iter/s, 5.66462s/10 iters), loss = 0.0245513
I0228 11:34:50.675125  9676 solver.cpp:238]     Train net output #0: loss = 0.0245513 (* 1 = 0.0245513 loss)
I0228 11:34:50.675158  9676 sgd_solver.cpp:105] Iteration 1240, lr = 0.001
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I0228 11:34:56.430979  9676 solver.cpp:219] Iteration 1250 (1.73743 iter/s, 5.75564s/10 iters), loss = 0.0169461
I0228 11:34:56.431028  9676 solver.cpp:238]     Train net output #0: loss = 0.0169461 (* 1 = 0.0169461 loss)
I0228 11:34:56.431068  9676 sgd_solver.cpp:105] Iteration 1250, lr = 0.001
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I0228 11:35:02.172752  9676 solver.cpp:219] Iteration 1260 (1.7417 iter/s, 5.74152s/10 iters), loss = 0.0149517
I0228 11:35:02.172781  9676 solver.cpp:238]     Train net output #0: loss = 0.0149517 (* 1 = 0.0149517 loss)
I0228 11:35:02.172806  9676 sgd_solver.cpp:105] Iteration 1260, lr = 0.001
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I0228 11:35:07.852849  9676 solver.cpp:219] Iteration 1270 (1.76061 iter/s, 5.67985s/10 iters), loss = 0.0300663
I0228 11:35:07.852886  9676 solver.cpp:238]     Train net output #0: loss = 0.0300663 (* 1 = 0.0300663 loss)
I0228 11:35:07.852913  9676 sgd_solver.cpp:105] Iteration 1270, lr = 0.001
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I0228 11:35:13.635166  9676 solver.cpp:219] Iteration 1280 (1.72948 iter/s, 5.78207s/10 iters), loss = 0.0108736
I0228 11:35:13.635198  9676 solver.cpp:238]     Train net output #0: loss = 0.0108736 (* 1 = 0.0108736 loss)
I0228 11:35:13.635224  9676 sgd_solver.cpp:105] Iteration 1280, lr = 0.001
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I0228 11:35:19.343199  9676 solver.cpp:219] Iteration 1290 (1.75199 iter/s, 5.70779s/10 iters), loss = 0.0179439
I0228 11:35:19.343230  9676 solver.cpp:238]     Train net output #0: loss = 0.0179439 (* 1 = 0.0179439 loss)
I0228 11:35:19.343253  9676 sgd_solver.cpp:105] Iteration 1290, lr = 0.001
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I0228 11:35:25.078369  9676 solver.cpp:219] Iteration 1300 (1.7437 iter/s, 5.73492s/10 iters), loss = 0.0330314
I0228 11:35:25.078416  9676 solver.cpp:238]     Train net output #0: loss = 0.0330314 (* 1 = 0.0330314 loss)
I0228 11:35:25.078450  9676 sgd_solver.cpp:105] Iteration 1300, lr = 0.001
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I0228 11:35:30.755439  9676 solver.cpp:219] Iteration 1310 (1.76155 iter/s, 5.67681s/10 iters), loss = 0.0205672
I0228 11:35:30.755482  9676 solver.cpp:238]     Train net output #0: loss = 0.0205672 (* 1 = 0.0205672 loss)
I0228 11:35:30.755511  9676 sgd_solver.cpp:105] Iteration 1310, lr = 0.001
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I0228 11:35:36.501096  9676 solver.cpp:219] Iteration 1320 (1.74052 iter/s, 5.7454s/10 iters), loss = 0.0228532
I0228 11:35:36.501132  9676 solver.cpp:238]     Train net output #0: loss = 0.0228532 (* 1 = 0.0228532 loss)
I0228 11:35:36.501159  9676 sgd_solver.cpp:105] Iteration 1320, lr = 0.001
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I0228 11:35:42.136359  9676 solver.cpp:219] Iteration 1330 (1.77462 iter/s, 5.63502s/10 iters), loss = 0.0214847
I0228 11:35:42.136400  9676 solver.cpp:238]     Train net output #0: loss = 0.0214847 (* 1 = 0.0214847 loss)
I0228 11:35:42.136431  9676 sgd_solver.cpp:105] Iteration 1330, lr = 0.001
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I0228 11:35:47.911288  9676 solver.cpp:219] Iteration 1340 (1.7317 iter/s, 5.77468s/10 iters), loss = 0.0178274
I0228 11:35:47.911326  9676 solver.cpp:238]     Train net output #0: loss = 0.0178274 (* 1 = 0.0178274 loss)
I0228 11:35:47.911357  9676 sgd_solver.cpp:105] Iteration 1340, lr = 0.001
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I0228 11:35:53.638231  9676 solver.cpp:219] Iteration 1350 (1.74621 iter/s, 5.7267s/10 iters), loss = 0.022889
I0228 11:35:53.638265  9676 solver.cpp:238]     Train net output #0: loss = 0.022889 (* 1 = 0.022889 loss)
I0228 11:35:53.638291  9676 sgd_solver.cpp:105] Iteration 1350, lr = 0.001
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I0228 11:35:59.360081  9676 solver.cpp:219] Iteration 1360 (1.74776 iter/s, 5.7216s/10 iters), loss = 0.0167948
I0228 11:35:59.360127  9676 solver.cpp:238]     Train net output #0: loss = 0.0167948 (* 1 = 0.0167948 loss)
I0228 11:35:59.360162  9676 sgd_solver.cpp:105] Iteration 1360, lr = 0.001
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I0228 11:36:05.183008  9676 solver.cpp:219] Iteration 1370 (1.71743 iter/s, 5.82267s/10 iters), loss = 0.0205373
I0228 11:36:05.183053  9676 solver.cpp:238]     Train net output #0: loss = 0.0205373 (* 1 = 0.0205373 loss)
I0228 11:36:05.183087  9676 sgd_solver.cpp:105] Iteration 1370, lr = 0.001
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I0228 11:36:10.998664  9676 solver.cpp:219] Iteration 1380 (1.71957 iter/s, 5.8154s/10 iters), loss = 0.0206491
I0228 11:36:10.998697  9676 solver.cpp:238]     Train net output #0: loss = 0.0206491 (* 1 = 0.0206491 loss)
I0228 11:36:10.998719  9676 sgd_solver.cpp:105] Iteration 1380, lr = 0.001
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I0228 11:36:16.636301  9676 solver.cpp:219] Iteration 1390 (1.77387 iter/s, 5.63739s/10 iters), loss = 0.0244515
I0228 11:36:16.636346  9676 solver.cpp:238]     Train net output #0: loss = 0.0244515 (* 1 = 0.0244515 loss)
I0228 11:36:16.636379  9676 sgd_solver.cpp:105] Iteration 1390, lr = 0.001
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I0228 11:36:22.466996  9676 solver.cpp:219] Iteration 1400 (1.71514 iter/s, 5.83044s/10 iters), loss = 0.0219184
I0228 11:36:22.467038  9676 solver.cpp:238]     Train net output #0: loss = 0.0219184 (* 1 = 0.0219184 loss)
I0228 11:36:22.467072  9676 sgd_solver.cpp:105] Iteration 1400, lr = 0.001
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I0228 11:36:28.254510  9676 solver.cpp:219] Iteration 1410 (1.72793 iter/s, 5.78726s/10 iters), loss = 0.0145783
I0228 11:36:28.254551  9676 solver.cpp:238]     Train net output #0: loss = 0.0145783 (* 1 = 0.0145783 loss)
I0228 11:36:28.254581  9676 sgd_solver.cpp:105] Iteration 1410, lr = 0.001
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I0228 11:36:33.906998  9676 solver.cpp:219] Iteration 1420 (1.76921 iter/s, 5.65224s/10 iters), loss = 0.0247154
I0228 11:36:33.907034  9676 solver.cpp:238]     Train net output #0: loss = 0.0247154 (* 1 = 0.0247154 loss)
I0228 11:36:33.907061  9676 sgd_solver.cpp:105] Iteration 1420, lr = 0.001
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I0228 11:36:39.629607  9676 solver.cpp:219] Iteration 1430 (1.74753 iter/s, 5.72236s/10 iters), loss = 0.0279772
I0228 11:36:39.629655  9676 solver.cpp:238]     Train net output #0: loss = 0.0279772 (* 1 = 0.0279772 loss)
I0228 11:36:39.629688  9676 sgd_solver.cpp:105] Iteration 1430, lr = 0.001
0.357884871773 1.55229995102
0.126398971886 1.74830527087
0.173878483474 1.14968427923
0.243828222156 2.25376632517
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0.3082937859 1.62991432693
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I0228 11:36:45.371615  9676 solver.cpp:219] Iteration 1440 (1.74163 iter/s, 5.74175s/10 iters), loss = 0.0269102
I0228 11:36:45.371652  9676 solver.cpp:238]     Train net output #0: loss = 0.0269102 (* 1 = 0.0269102 loss)
I0228 11:36:45.371680  9676 sgd_solver.cpp:105] Iteration 1440, lr = 0.001
0.145222207531 2.16188532077
0.439766459167 1.49077646128
0.198268997017 1.49974284663
0.211660245433 2.03484416257
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0.264391453937 1.59337679772
I0228 11:36:51.047895  9676 solver.cpp:219] Iteration 1450 (1.76179 iter/s, 5.67603s/10 iters), loss = 0.0226305
I0228 11:36:51.047943  9676 solver.cpp:238]     Train net output #0: loss = 0.0226305 (* 1 = 0.0226305 loss)
I0228 11:36:51.047986  9676 sgd_solver.cpp:105] Iteration 1450, lr = 0.001
0.301440535579 1.50852660944
0.150932717603 1.92708600546
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0.266945040785 0.939013069645
I0228 11:36:56.823051  9676 solver.cpp:219] Iteration 1460 (1.73163 iter/s, 5.7749s/10 iters), loss = 0.0195357
I0228 11:36:56.823088  9676 solver.cpp:238]     Train net output #0: loss = 0.0195357 (* 1 = 0.0195357 loss)
I0228 11:36:56.823115  9676 sgd_solver.cpp:105] Iteration 1460, lr = 0.001
0.212696006522 1.61319072029
0.264536682516 1.55959696742
0.154515646398 1.92479587626
0.230388180353 1.69970738008
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0.271165424958 2.25622446951
I0228 11:37:02.584565  9676 solver.cpp:219] Iteration 1470 (1.73573 iter/s, 5.76127s/10 iters), loss = 0.0205979
I0228 11:37:02.584597  9676 solver.cpp:238]     Train net output #0: loss = 0.0205979 (* 1 = 0.0205979 loss)
I0228 11:37:02.584621  9676 sgd_solver.cpp:105] Iteration 1470, lr = 0.001
0.190607470926 1.34288620235
0.178474551067 1.73827157479
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I0228 11:37:08.314481  9676 solver.cpp:219] Iteration 1480 (1.7453 iter/s, 5.72968s/10 iters), loss = 0.0201152
I0228 11:37:08.314513  9676 solver.cpp:238]     Train net output #0: loss = 0.0201152 (* 1 = 0.0201152 loss)
I0228 11:37:08.314538  9676 sgd_solver.cpp:105] Iteration 1480, lr = 0.001
0.254503562115 2.19978873513
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0.347863161936 2.69641915453
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I0228 11:37:14.073132  9676 solver.cpp:219] Iteration 1490 (1.73659 iter/s, 5.75841s/10 iters), loss = 0.0246697
I0228 11:37:14.073169  9676 solver.cpp:238]     Train net output #0: loss = 0.0246697 (* 1 = 0.0246697 loss)
I0228 11:37:14.073195  9676 sgd_solver.cpp:105] Iteration 1490, lr = 0.001
0.272857800126 2.52898815461
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0.216735252179 1.47720419707
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I0228 11:37:19.838937  9676 solver.cpp:219] Iteration 1500 (1.73444 iter/s, 5.76556s/10 iters), loss = 0.0130025
I0228 11:37:19.838984  9676 solver.cpp:238]     Train net output #0: loss = 0.0130025 (* 1 = 0.0130025 loss)
I0228 11:37:19.839017  9676 sgd_solver.cpp:105] Iteration 1500, lr = 0.001
0.300896985224 1.60083509586
0.377520443872 1.90939189916
0.310654928908 2.78737229445
0.170856251381 2.1936319255
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0.30414615944 2.06756577554
0.184846051969 2.73131641092
0.432538125664 1.74693357778
0.299897284247 1.49816988034
I0228 11:37:25.662629  9676 solver.cpp:219] Iteration 1510 (1.7172 iter/s, 5.82343s/10 iters), loss = 0.0240303
I0228 11:37:25.662669  9676 solver.cpp:238]     Train net output #0: loss = 0.0240303 (* 1 = 0.0240303 loss)
I0228 11:37:25.662701  9676 sgd_solver.cpp:105] Iteration 1510, lr = 0.001
0.19542461657 1.54961249551
0.202004550956 2.26825821188
0.262241073884 2.07577644593
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0.168347683735 2.33573509385
0.233477653936 1.96365242235
I0228 11:37:31.213711  9676 solver.cpp:219] Iteration 1520 (1.80153 iter/s, 5.55084s/10 iters), loss = 0.0113228
I0228 11:37:31.213757  9676 solver.cpp:238]     Train net output #0: loss = 0.0113228 (* 1 = 0.0113228 loss)
I0228 11:37:31.213793  9676 sgd_solver.cpp:105] Iteration 1520, lr = 0.001
0.231251252815 1.89274834712
0.240495510632 1.94239095585
0.367538701743 3.86130495988
0.218715426512 2.28092296214
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0.243995437399 2.28559944017
I0228 11:37:36.935844  9676 solver.cpp:219] Iteration 1530 (1.74768 iter/s, 5.72188s/10 iters), loss = 0.0234726
I0228 11:37:36.935890  9676 solver.cpp:238]     Train net output #0: loss = 0.0234726 (* 1 = 0.0234726 loss)
I0228 11:37:36.935926  9676 sgd_solver.cpp:105] Iteration 1530, lr = 0.001
0.179769797716 1.70460935498
0.179674692452 2.86183952314
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0.214102699421 1.12399879605
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0.3173808828 1.41062562846
I0228 11:37:42.756333  9676 solver.cpp:219] Iteration 1540 (1.71814 iter/s, 5.82024s/10 iters), loss = 0.0335943
I0228 11:37:42.756367  9676 solver.cpp:238]     Train net output #0: loss = 0.0335943 (* 1 = 0.0335943 loss)
I0228 11:37:42.756392  9676 sgd_solver.cpp:105] Iteration 1540, lr = 0.001
0.184138217941 2.18311672694
0.359911346808 1.6804904529
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I0228 11:37:48.382274  9676 solver.cpp:219] Iteration 1550 (1.77756 iter/s, 5.6257s/10 iters), loss = 0.0330253
I0228 11:37:48.382314  9676 solver.cpp:238]     Train net output #0: loss = 0.0330253 (* 1 = 0.0330253 loss)
I0228 11:37:48.382344  9676 sgd_solver.cpp:105] Iteration 1550, lr = 0.001
0.171853127889 2.3519342786
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I0228 11:37:54.106626  9676 solver.cpp:219] Iteration 1560 (1.747 iter/s, 5.72411s/10 iters), loss = 0.0126986
I0228 11:37:54.106658  9676 solver.cpp:238]     Train net output #0: loss = 0.0126986 (* 1 = 0.0126986 loss)
I0228 11:37:54.106683  9676 sgd_solver.cpp:105] Iteration 1560, lr = 0.001
0.350181816146 1.81357792023
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I0228 11:37:59.733268  9676 solver.cpp:219] Iteration 1570 (1.77733 iter/s, 5.62641s/10 iters), loss = 0.0236628
I0228 11:37:59.733300  9676 solver.cpp:238]     Train net output #0: loss = 0.0236628 (* 1 = 0.0236628 loss)
I0228 11:37:59.733325  9676 sgd_solver.cpp:105] Iteration 1570, lr = 0.001
0.262504005805 2.37623719828
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0.238191204146 2.26924089738
I0228 11:38:05.408071  9676 solver.cpp:219] Iteration 1580 (1.76225 iter/s, 5.67456s/10 iters), loss = 0.0162628
I0228 11:38:05.408116  9676 solver.cpp:238]     Train net output #0: loss = 0.0162628 (* 1 = 0.0162628 loss)
I0228 11:38:05.408150  9676 sgd_solver.cpp:105] Iteration 1580, lr = 0.001
0.235362634063 1.82791063429
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I0228 11:38:11.161981  9676 solver.cpp:219] Iteration 1590 (1.73802 iter/s, 5.75366s/10 iters), loss = 0.0161896
I0228 11:38:11.162014  9676 solver.cpp:238]     Train net output #0: loss = 0.0161896 (* 1 = 0.0161896 loss)
I0228 11:38:11.162044  9676 sgd_solver.cpp:105] Iteration 1590, lr = 0.001
0.15181875322 2.95459676639
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0.176867308095 1.94564051603
I0228 11:38:16.296684  9676 solver.cpp:448] Snapshotting to binary proto file /core1/data/home/shizhan/jiahuan/siamese_shelf/res50/models/resnet50_magic_loss_iter_1600.caffemodel
0.153803651687 2.11487574547
I0228 11:38:20.246239  9676 sgd_solver.cpp:273] Snapshotting solver state to binary proto file /core1/data/home/shizhan/jiahuan/siamese_shelf/res50/models/resnet50_magic_loss_iter_1600.solverstate
0.237623239867 2.05946871168
I0228 11:38:22.643755  9676 solver.cpp:219] Iteration 1600 (0.87098 iter/s, 11.4813s/10 iters), loss = 0.0184764
I0228 11:38:22.643800  9676 solver.cpp:238]     Train net output #0: loss = 0.0184764 (* 1 = 0.0184764 loss)
I0228 11:38:22.643833  9676 sgd_solver.cpp:105] Iteration 1600, lr = 0.001
0.176327276044 2.89384956786
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I0228 11:38:28.363437  9676 solver.cpp:219] Iteration 1610 (1.74843 iter/s, 5.71943s/10 iters), loss = 0.0121487
I0228 11:38:28.363482  9676 solver.cpp:238]     Train net output #0: loss = 0.0121487 (* 1 = 0.0121487 loss)
I0228 11:38:28.363517  9676 sgd_solver.cpp:105] Iteration 1610, lr = 0.001
0.473714544438 2.00755763561
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I0228 11:38:34.106719  9676 solver.cpp:219] Iteration 1620 (1.74124 iter/s, 5.74303s/10 iters), loss = 0.0259096
I0228 11:38:34.106758  9676 solver.cpp:238]     Train net output #0: loss = 0.0259096 (* 1 = 0.0259096 loss)
I0228 11:38:34.106791  9676 sgd_solver.cpp:105] Iteration 1620, lr = 0.001
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I0228 11:38:39.726824  9676 solver.cpp:219] Iteration 1630 (1.77941 iter/s, 5.61986s/10 iters), loss = 0.0145577
I0228 11:38:39.726871  9676 solver.cpp:238]     Train net output #0: loss = 0.0145577 (* 1 = 0.0145577 loss)
I0228 11:38:39.726905  9676 sgd_solver.cpp:105] Iteration 1630, lr = 0.001
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I0228 11:38:45.494683  9676 solver.cpp:219] Iteration 1640 (1.73382 iter/s, 5.7676s/10 iters), loss = 0.0303073
I0228 11:38:45.494729  9676 solver.cpp:238]     Train net output #0: loss = 0.0303073 (* 1 = 0.0303073 loss)
I0228 11:38:45.494763  9676 sgd_solver.cpp:105] Iteration 1640, lr = 0.001
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I0228 11:38:51.232364  9676 solver.cpp:219] Iteration 1650 (1.74294 iter/s, 5.73743s/10 iters), loss = 0.0113469
I0228 11:38:51.232401  9676 solver.cpp:238]     Train net output #0: loss = 0.0113469 (* 1 = 0.0113469 loss)
I0228 11:38:51.232429  9676 sgd_solver.cpp:105] Iteration 1650, lr = 0.001
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I0228 11:38:56.905661  9676 solver.cpp:219] Iteration 1660 (1.76272 iter/s, 5.67305s/10 iters), loss = 0.0245952
I0228 11:38:56.905701  9676 solver.cpp:238]     Train net output #0: loss = 0.0245952 (* 1 = 0.0245952 loss)
I0228 11:38:56.905730  9676 sgd_solver.cpp:105] Iteration 1660, lr = 0.001
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I0228 11:39:02.635080  9676 solver.cpp:219] Iteration 1670 (1.74545 iter/s, 5.72917s/10 iters), loss = 0.0113891
I0228 11:39:02.635118  9676 solver.cpp:238]     Train net output #0: loss = 0.0113891 (* 1 = 0.0113891 loss)
I0228 11:39:02.635143  9676 sgd_solver.cpp:105] Iteration 1670, lr = 0.001
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I0228 11:39:08.400359  9676 solver.cpp:219] Iteration 1680 (1.7346 iter/s, 5.76503s/10 iters), loss = 0.0180926
I0228 11:39:08.400399  9676 solver.cpp:238]     Train net output #0: loss = 0.0180926 (* 1 = 0.0180926 loss)
I0228 11:39:08.400434  9676 sgd_solver.cpp:105] Iteration 1680, lr = 0.001
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I0228 11:39:14.161425  9676 solver.cpp:219] Iteration 1690 (1.73586 iter/s, 5.76082s/10 iters), loss = 0.029065
I0228 11:39:14.161458  9676 solver.cpp:238]     Train net output #0: loss = 0.029065 (* 1 = 0.029065 loss)
I0228 11:39:14.161481  9676 sgd_solver.cpp:105] Iteration 1690, lr = 0.001
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I0228 11:39:19.949422  9676 solver.cpp:219] Iteration 1700 (1.72779 iter/s, 5.78775s/10 iters), loss = 0.0186839
I0228 11:39:19.949463  9676 solver.cpp:238]     Train net output #0: loss = 0.0186839 (* 1 = 0.0186839 loss)
I0228 11:39:19.949496  9676 sgd_solver.cpp:105] Iteration 1700, lr = 0.001
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I0228 11:39:25.754956  9676 solver.cpp:219] Iteration 1710 (1.72257 iter/s, 5.80528s/10 iters), loss = 0.0339124
I0228 11:39:25.754994  9676 solver.cpp:238]     Train net output #0: loss = 0.0339124 (* 1 = 0.0339124 loss)
I0228 11:39:25.755023  9676 sgd_solver.cpp:105] Iteration 1710, lr = 0.001
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I0228 11:39:31.403736  9676 solver.cpp:219] Iteration 1720 (1.77037 iter/s, 5.64853s/10 iters), loss = 0.0133442
I0228 11:39:31.403774  9676 solver.cpp:238]     Train net output #0: loss = 0.0133442 (* 1 = 0.0133442 loss)
I0228 11:39:31.403800  9676 sgd_solver.cpp:105] Iteration 1720, lr = 0.001
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I0228 11:39:37.191177  9676 solver.cpp:219] Iteration 1730 (1.72795 iter/s, 5.78719s/10 iters), loss = 0.0163663
I0228 11:39:37.191217  9676 solver.cpp:238]     Train net output #0: loss = 0.0163663 (* 1 = 0.0163663 loss)
I0228 11:39:37.191247  9676 sgd_solver.cpp:105] Iteration 1730, lr = 0.001
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I0228 11:39:42.869264  9676 solver.cpp:219] Iteration 1740 (1.76123 iter/s, 5.67784s/10 iters), loss = 0.0101352
I0228 11:39:42.869300  9676 solver.cpp:238]     Train net output #0: loss = 0.0101352 (* 1 = 0.0101352 loss)
I0228 11:39:42.869326  9676 sgd_solver.cpp:105] Iteration 1740, lr = 0.001
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I0228 11:39:48.614981  9676 solver.cpp:219] Iteration 1750 (1.7405 iter/s, 5.74547s/10 iters), loss = 0.0209256
I0228 11:39:48.623327  9676 solver.cpp:238]     Train net output #0: loss = 0.0209256 (* 1 = 0.0209256 loss)
I0228 11:39:48.623373  9676 sgd_solver.cpp:105] Iteration 1750, lr = 0.001
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I0228 11:39:54.293380  9676 solver.cpp:219] Iteration 1760 (1.76371 iter/s, 5.66985s/10 iters), loss = 0.0197169
I0228 11:39:54.293421  9676 solver.cpp:238]     Train net output #0: loss = 0.0197169 (* 1 = 0.0197169 loss)
I0228 11:39:54.293454  9676 sgd_solver.cpp:105] Iteration 1760, lr = 0.001
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I0228 11:40:00.154889  9676 solver.cpp:219] Iteration 1770 (1.70612 iter/s, 5.86125s/10 iters), loss = 0.0150917
I0228 11:40:00.154937  9676 solver.cpp:238]     Train net output #0: loss = 0.0150917 (* 1 = 0.0150917 loss)
I0228 11:40:00.154971  9676 sgd_solver.cpp:105] Iteration 1770, lr = 0.001
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I0228 11:40:05.891449  9676 solver.cpp:219] Iteration 1780 (1.74328 iter/s, 5.73631s/10 iters), loss = 0.0231688
I0228 11:40:05.891490  9676 solver.cpp:238]     Train net output #0: loss = 0.0231688 (* 1 = 0.0231688 loss)
I0228 11:40:05.891523  9676 sgd_solver.cpp:105] Iteration 1780, lr = 0.001
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0.256389252841 3.18301208331
0.159968820401 2.68638455074
0.299411334097 2.52226932493
I0228 11:40:11.752897  9676 solver.cpp:219] Iteration 1790 (1.70614 iter/s, 5.8612s/10 iters), loss = 0.0235925
I0228 11:40:11.752928  9676 solver.cpp:238]     Train net output #0: loss = 0.0235925 (* 1 = 0.0235925 loss)
I0228 11:40:11.752951  9676 sgd_solver.cpp:105] Iteration 1790, lr = 0.001
0.11132063251 1.5856174717
0.256516897818 1.85154258417
0.221466917545 1.91510226225
0.190049745142 1.47452992028
0.16981785465 2.19123889843
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0.260305156931 2.47014417409
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0.233457250521 1.92149438739
I0228 11:40:17.493816  9676 solver.cpp:219] Iteration 1800 (1.74195 iter/s, 5.74068s/10 iters), loss = 0.0189138
I0228 11:40:17.493849  9676 solver.cpp:238]     Train net output #0: loss = 0.0189138 (* 1 = 0.0189138 loss)
I0228 11:40:17.493871  9676 sgd_solver.cpp:105] Iteration 1800, lr = 0.001
0.235549947247 2.26697022538
0.186389652081 1.71990810606
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0.194370778278 3.04677519571
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0.301555990707 1.76579740431
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0.181870117784 1.86301652635
I0228 11:40:23.147958  9676 solver.cpp:219] Iteration 1810 (1.76869 iter/s, 5.6539s/10 iters), loss = 0.0191911
I0228 11:40:23.147995  9676 solver.cpp:238]     Train net output #0: loss = 0.0191911 (* 1 = 0.0191911 loss)
I0228 11:40:23.148021  9676 sgd_solver.cpp:105] Iteration 1810, lr = 0.001
0.163582018577 1.91983318025
0.144815316424 2.49399086637
0.182145536877 2.55824141096
0.239081839565 2.01250635762
0.225654375041 1.99862167219
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0.152835519053 1.60458190684
0.279373478144 2.00692843839
0.370991388336 2.25545602754
I0228 11:40:28.854307  9676 solver.cpp:219] Iteration 1820 (1.75251 iter/s, 5.7061s/10 iters), loss = 0.0227396
I0228 11:40:28.854355  9676 solver.cpp:238]     Train net output #0: loss = 0.0227396 (* 1 = 0.0227396 loss)
I0228 11:40:28.854391  9676 sgd_solver.cpp:105] Iteration 1820, lr = 0.001
0.263492446393 2.39262601554
0.209047140554 2.35734228041
0.259438063018 2.79595578523
0.277756957337 2.01222458432
0.244779088069 2.483127092
0.253239748999 1.29493636535
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0.163135029376 2.32504321036
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0.276878205128 1.89440305163