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@kharazi
Created October 2, 2016 11:46
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python open_nsfw/classify_nsfw.py --model_def open_nsfw/nsfw_model/deploy.prototxt --pretrained_model open_nsfw/nsfw_model/resnet_50_1by2_nsfw.caffemodel /home/vahid/Pictures/nsfw/3.jpg > res
WARNING: Logging before InitGoogleLogging() is written to STDERR
W1002 15:14:37.439743 21339 _caffe.cpp:122] DEPRECATION WARNING - deprecated use of Python interface
W1002 15:14:37.439810 21339 _caffe.cpp:123] Use this instead (with the named "weights" parameter):
W1002 15:14:37.439823 21339 _caffe.cpp:125] Net('open_nsfw/nsfw_model/deploy.prototxt', 1, weights='open_nsfw/nsfw_model/resnet_50_1by2_nsfw.caffemodel')
I1002 15:14:37.444419 21339 upgrade_proto.cpp:77] Attempting to upgrade batch norm layers using deprecated params: open_nsfw/nsfw_model/deploy.prototxt
I1002 15:14:37.444463 21339 upgrade_proto.cpp:80] Successfully upgraded batch norm layers using deprecated params.
I1002 15:14:37.446965 21339 net.cpp:58] Initializing net from parameters:
name: "ResNet_50_1by2_nsfw"
state {
phase: TEST
level: 0
}
layer {
name: "data"
type: "Input"
top: "data"
input_param {
shape {
dim: 1
dim: 3
dim: 224
dim: 224
}
}
}
layer {
name: "conv_1"
type: "Convolution"
bottom: "data"
top: "conv_1"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
pad: 3
kernel_size: 7
stride: 2
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_1"
type: "BatchNorm"
bottom: "conv_1"
top: "conv_1"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_1"
type: "Scale"
bottom: "conv_1"
top: "conv_1"
scale_param {
bias_term: true
}
}
layer {
name: "relu_1"
type: "ReLU"
bottom: "conv_1"
top: "conv_1"
}
layer {
name: "pool1"
type: "Pooling"
bottom: "conv_1"
top: "pool1"
pooling_param {
pool: MAX
kernel_size: 3
stride: 2
}
}
layer {
name: "conv_stage0_block0_proj_shortcut"
type: "Convolution"
bottom: "pool1"
top: "conv_stage0_block0_proj_shortcut"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 128
pad: 0
kernel_size: 1
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage0_block0_proj_shortcut"
type: "BatchNorm"
bottom: "conv_stage0_block0_proj_shortcut"
top: "conv_stage0_block0_proj_shortcut"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage0_block0_proj_shortcut"
type: "Scale"
bottom: "conv_stage0_block0_proj_shortcut"
top: "conv_stage0_block0_proj_shortcut"
scale_param {
bias_term: true
}
}
layer {
name: "conv_stage0_block0_branch2a"
type: "Convolution"
bottom: "pool1"
top: "conv_stage0_block0_branch2a"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 32
pad: 0
kernel_size: 1
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage0_block0_branch2a"
type: "BatchNorm"
bottom: "conv_stage0_block0_branch2a"
top: "conv_stage0_block0_branch2a"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage0_block0_branch2a"
type: "Scale"
bottom: "conv_stage0_block0_branch2a"
top: "conv_stage0_block0_branch2a"
scale_param {
bias_term: true
}
}
layer {
name: "relu_stage0_block0_branch2a"
type: "ReLU"
bottom: "conv_stage0_block0_branch2a"
top: "conv_stage0_block0_branch2a"
}
layer {
name: "conv_stage0_block0_branch2b"
type: "Convolution"
bottom: "conv_stage0_block0_branch2a"
top: "conv_stage0_block0_branch2b"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 32
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage0_block0_branch2b"
type: "BatchNorm"
bottom: "conv_stage0_block0_branch2b"
top: "conv_stage0_block0_branch2b"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage0_block0_branch2b"
type: "Scale"
bottom: "conv_stage0_block0_branch2b"
top: "conv_stage0_block0_branch2b"
scale_param {
bias_term: true
}
}
layer {
name: "relu_stage0_block0_branch2b"
type: "ReLU"
bottom: "conv_stage0_block0_branch2b"
top: "conv_stage0_block0_branch2b"
}
layer {
name: "conv_stage0_block0_branch2c"
type: "Convolution"
bottom: "conv_stage0_block0_branch2b"
top: "conv_stage0_block0_branch2c"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 128
pad: 0
kernel_size: 1
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage0_block0_branch2c"
type: "BatchNorm"
bottom: "conv_stage0_block0_branch2c"
top: "conv_stage0_block0_branch2c"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage0_block0_branch2c"
type: "Scale"
bottom: "conv_stage0_block0_branch2c"
top: "conv_stage0_block0_branch2c"
scale_param {
bias_term: true
}
}
layer {
name: "eltwise_stage0_block0"
type: "Eltwise"
bottom: "conv_stage0_block0_proj_shortcut"
bottom: "conv_stage0_block0_branch2c"
top: "eltwise_stage0_block0"
}
layer {
name: "relu_stage0_block0"
type: "ReLU"
bottom: "eltwise_stage0_block0"
top: "eltwise_stage0_block0"
}
layer {
name: "conv_stage0_block1_branch2a"
type: "Convolution"
bottom: "eltwise_stage0_block0"
top: "conv_stage0_block1_branch2a"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 32
pad: 0
kernel_size: 1
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage0_block1_branch2a"
type: "BatchNorm"
bottom: "conv_stage0_block1_branch2a"
top: "conv_stage0_block1_branch2a"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage0_block1_branch2a"
type: "Scale"
bottom: "conv_stage0_block1_branch2a"
top: "conv_stage0_block1_branch2a"
scale_param {
bias_term: true
}
}
layer {
name: "relu_stage0_block1_branch2a"
type: "ReLU"
bottom: "conv_stage0_block1_branch2a"
top: "conv_stage0_block1_branch2a"
}
layer {
name: "conv_stage0_block1_branch2b"
type: "Convolution"
bottom: "conv_stage0_block1_branch2a"
top: "conv_stage0_block1_branch2b"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 32
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage0_block1_branch2b"
type: "BatchNorm"
bottom: "conv_stage0_block1_branch2b"
top: "conv_stage0_block1_branch2b"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage0_block1_branch2b"
type: "Scale"
bottom: "conv_stage0_block1_branch2b"
top: "conv_stage0_block1_branch2b"
scale_param {
bias_term: true
}
}
layer {
name: "relu_stage0_block1_branch2b"
type: "ReLU"
bottom: "conv_stage0_block1_branch2b"
top: "conv_stage0_block1_branch2b"
}
layer {
name: "conv_stage0_block1_branch2c"
type: "Convolution"
bottom: "conv_stage0_block1_branch2b"
top: "conv_stage0_block1_branch2c"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 128
pad: 0
kernel_size: 1
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage0_block1_branch2c"
type: "BatchNorm"
bottom: "conv_stage0_block1_branch2c"
top: "conv_stage0_block1_branch2c"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage0_block1_branch2c"
type: "Scale"
bottom: "conv_stage0_block1_branch2c"
top: "conv_stage0_block1_branch2c"
scale_param {
bias_term: true
}
}
layer {
name: "eltwise_stage0_block1"
type: "Eltwise"
bottom: "eltwise_stage0_block0"
bottom: "conv_stage0_block1_branch2c"
top: "eltwise_stage0_block1"
}
layer {
name: "relu_stage0_block1"
type: "ReLU"
bottom: "eltwise_stage0_block1"
top: "eltwise_stage0_block1"
}
layer {
name: "conv_stage0_block2_branch2a"
type: "Convolution"
bottom: "eltwise_stage0_block1"
top: "conv_stage0_block2_branch2a"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 32
pad: 0
kernel_size: 1
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage0_block2_branch2a"
type: "BatchNorm"
bottom: "conv_stage0_block2_branch2a"
top: "conv_stage0_block2_branch2a"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage0_block2_branch2a"
type: "Scale"
bottom: "conv_stage0_block2_branch2a"
top: "conv_stage0_block2_branch2a"
scale_param {
bias_term: true
}
}
layer {
name: "relu_stage0_block2_branch2a"
type: "ReLU"
bottom: "conv_stage0_block2_branch2a"
top: "conv_stage0_block2_branch2a"
}
layer {
name: "conv_stage0_block2_branch2b"
type: "Convolution"
bottom: "conv_stage0_block2_branch2a"
top: "conv_stage0_block2_branch2b"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 32
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage0_block2_branch2b"
type: "BatchNorm"
bottom: "conv_stage0_block2_branch2b"
top: "conv_stage0_block2_branch2b"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage0_block2_branch2b"
type: "Scale"
bottom: "conv_stage0_block2_branch2b"
top: "conv_stage0_block2_branch2b"
scale_param {
bias_term: true
}
}
layer {
name: "relu_stage0_block2_branch2b"
type: "ReLU"
bottom: "conv_stage0_block2_branch2b"
top: "conv_stage0_block2_branch2b"
}
layer {
name: "conv_stage0_block2_branch2c"
type: "Convolution"
bottom: "conv_stage0_block2_branch2b"
top: "conv_stage0_block2_branch2c"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 128
pad: 0
kernel_size: 1
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage0_block2_branch2c"
type: "BatchNorm"
bottom: "conv_stage0_block2_branch2c"
top: "conv_stage0_block2_branch2c"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage0_block2_branch2c"
type: "Scale"
bottom: "conv_stage0_block2_branch2c"
top: "conv_stage0_block2_branch2c"
scale_param {
bias_term: true
}
}
layer {
name: "eltwise_stage0_block2"
type: "Eltwise"
bottom: "eltwise_stage0_block1"
bottom: "conv_stage0_block2_branch2c"
top: "eltwise_stage0_block2"
}
layer {
name: "relu_stage0_block2"
type: "ReLU"
bottom: "eltwise_stage0_block2"
top: "eltwise_stage0_block2"
}
layer {
name: "conv_stage1_block0_proj_shortcut"
type: "Convolution"
bottom: "eltwise_stage0_block2"
top: "conv_stage1_block0_proj_shortcut"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 256
pad: 0
kernel_size: 1
stride: 2
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage1_block0_proj_shortcut"
type: "BatchNorm"
bottom: "conv_stage1_block0_proj_shortcut"
top: "conv_stage1_block0_proj_shortcut"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage1_block0_proj_shortcut"
type: "Scale"
bottom: "conv_stage1_block0_proj_shortcut"
top: "conv_stage1_block0_proj_shortcut"
scale_param {
bias_term: true
}
}
layer {
name: "conv_stage1_block0_branch2a"
type: "Convolution"
bottom: "eltwise_stage0_block2"
top: "conv_stage1_block0_branch2a"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
pad: 0
kernel_size: 1
stride: 2
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage1_block0_branch2a"
type: "BatchNorm"
bottom: "conv_stage1_block0_branch2a"
top: "conv_stage1_block0_branch2a"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage1_block0_branch2a"
type: "Scale"
bottom: "conv_stage1_block0_branch2a"
top: "conv_stage1_block0_branch2a"
scale_param {
bias_term: true
}
}
layer {
name: "relu_stage1_block0_branch2a"
type: "ReLU"
bottom: "conv_stage1_block0_branch2a"
top: "conv_stage1_block0_branch2a"
}
layer {
name: "conv_stage1_block0_branch2b"
type: "Convolution"
bottom: "conv_stage1_block0_branch2a"
top: "conv_stage1_block0_branch2b"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage1_block0_branch2b"
type: "BatchNorm"
bottom: "conv_stage1_block0_branch2b"
top: "conv_stage1_block0_branch2b"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage1_block0_branch2b"
type: "Scale"
bottom: "conv_stage1_block0_branch2b"
top: "conv_stage1_block0_branch2b"
scale_param {
bias_term: true
}
}
layer {
name: "relu_stage1_block0_branch2b"
type: "ReLU"
bottom: "conv_stage1_block0_branch2b"
top: "conv_stage1_block0_branch2b"
}
layer {
name: "conv_stage1_block0_branch2c"
type: "Convolution"
bottom: "conv_stage1_block0_branch2b"
top: "conv_stage1_block0_branch2c"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 256
pad: 0
kernel_size: 1
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage1_block0_branch2c"
type: "BatchNorm"
bottom: "conv_stage1_block0_branch2c"
top: "conv_stage1_block0_branch2c"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage1_block0_branch2c"
type: "Scale"
bottom: "conv_stage1_block0_branch2c"
top: "conv_stage1_block0_branch2c"
scale_param {
bias_term: true
}
}
layer {
name: "eltwise_stage1_block0"
type: "Eltwise"
bottom: "conv_stage1_block0_proj_shortcut"
bottom: "conv_stage1_block0_branch2c"
top: "eltwise_stage1_block0"
}
layer {
name: "relu_stage1_block0"
type: "ReLU"
bottom: "eltwise_stage1_block0"
top: "eltwise_stage1_block0"
}
layer {
name: "conv_stage1_block1_branch2a"
type: "Convolution"
bottom: "eltwise_stage1_block0"
top: "conv_stage1_block1_branch2a"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
pad: 0
kernel_size: 1
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage1_block1_branch2a"
type: "BatchNorm"
bottom: "conv_stage1_block1_branch2a"
top: "conv_stage1_block1_branch2a"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage1_block1_branch2a"
type: "Scale"
bottom: "conv_stage1_block1_branch2a"
top: "conv_stage1_block1_branch2a"
scale_param {
bias_term: true
}
}
layer {
name: "relu_stage1_block1_branch2a"
type: "ReLU"
bottom: "conv_stage1_block1_branch2a"
top: "conv_stage1_block1_branch2a"
}
layer {
name: "conv_stage1_block1_branch2b"
type: "Convolution"
bottom: "conv_stage1_block1_branch2a"
top: "conv_stage1_block1_branch2b"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage1_block1_branch2b"
type: "BatchNorm"
bottom: "conv_stage1_block1_branch2b"
top: "conv_stage1_block1_branch2b"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage1_block1_branch2b"
type: "Scale"
bottom: "conv_stage1_block1_branch2b"
top: "conv_stage1_block1_branch2b"
scale_param {
bias_term: true
}
}
layer {
name: "relu_stage1_block1_branch2b"
type: "ReLU"
bottom: "conv_stage1_block1_branch2b"
top: "conv_stage1_block1_branch2b"
}
layer {
name: "conv_stage1_block1_branch2c"
type: "Convolution"
bottom: "conv_stage1_block1_branch2b"
top: "conv_stage1_block1_branch2c"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 256
pad: 0
kernel_size: 1
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage1_block1_branch2c"
type: "BatchNorm"
bottom: "conv_stage1_block1_branch2c"
top: "conv_stage1_block1_branch2c"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage1_block1_branch2c"
type: "Scale"
bottom: "conv_stage1_block1_branch2c"
top: "conv_stage1_block1_branch2c"
scale_param {
bias_term: true
}
}
layer {
name: "eltwise_stage1_block1"
type: "Eltwise"
bottom: "eltwise_stage1_block0"
bottom: "conv_stage1_block1_branch2c"
top: "eltwise_stage1_block1"
}
layer {
name: "relu_stage1_block1"
type: "ReLU"
bottom: "eltwise_stage1_block1"
top: "eltwise_stage1_block1"
}
layer {
name: "conv_stage1_block2_branch2a"
type: "Convolution"
bottom: "eltwise_stage1_block1"
top: "conv_stage1_block2_branch2a"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
pad: 0
kernel_size: 1
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage1_block2_branch2a"
type: "BatchNorm"
bottom: "conv_stage1_block2_branch2a"
top: "conv_stage1_block2_branch2a"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage1_block2_branch2a"
type: "Scale"
bottom: "conv_stage1_block2_branch2a"
top: "conv_stage1_block2_branch2a"
scale_param {
bias_term: true
}
}
layer {
name: "relu_stage1_block2_branch2a"
type: "ReLU"
bottom: "conv_stage1_block2_branch2a"
top: "conv_stage1_block2_branch2a"
}
layer {
name: "conv_stage1_block2_branch2b"
type: "Convolution"
bottom: "conv_stage1_block2_branch2a"
top: "conv_stage1_block2_branch2b"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage1_block2_branch2b"
type: "BatchNorm"
bottom: "conv_stage1_block2_branch2b"
top: "conv_stage1_block2_branch2b"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage1_block2_branch2b"
type: "Scale"
bottom: "conv_stage1_block2_branch2b"
top: "conv_stage1_block2_branch2b"
scale_param {
bias_term: true
}
}
layer {
name: "relu_stage1_block2_branch2b"
type: "ReLU"
bottom: "conv_stage1_block2_branch2b"
top: "conv_stage1_block2_branch2b"
}
layer {
name: "conv_stage1_block2_branch2c"
type: "Convolution"
bottom: "conv_stage1_block2_branch2b"
top: "conv_stage1_block2_branch2c"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 256
pad: 0
kernel_size: 1
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage1_block2_branch2c"
type: "BatchNorm"
bottom: "conv_stage1_block2_branch2c"
top: "conv_stage1_block2_branch2c"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage1_block2_branch2c"
type: "Scale"
bottom: "conv_stage1_block2_branch2c"
top: "conv_stage1_block2_branch2c"
scale_param {
bias_term: true
}
}
layer {
name: "eltwise_stage1_block2"
type: "Eltwise"
bottom: "eltwise_stage1_block1"
bottom: "conv_stage1_block2_branch2c"
top: "eltwise_stage1_block2"
}
layer {
name: "relu_stage1_block2"
type: "ReLU"
bottom: "eltwise_stage1_block2"
top: "eltwise_stage1_block2"
}
layer {
name: "conv_stage1_block3_branch2a"
type: "Convolution"
bottom: "eltwise_stage1_block2"
top: "conv_stage1_block3_branch2a"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
pad: 0
kernel_size: 1
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage1_block3_branch2a"
type: "BatchNorm"
bottom: "conv_stage1_block3_branch2a"
top: "conv_stage1_block3_branch2a"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage1_block3_branch2a"
type: "Scale"
bottom: "conv_stage1_block3_branch2a"
top: "conv_stage1_block3_branch2a"
scale_param {
bias_term: true
}
}
layer {
name: "relu_stage1_block3_branch2a"
type: "ReLU"
bottom: "conv_stage1_block3_branch2a"
top: "conv_stage1_block3_branch2a"
}
layer {
name: "conv_stage1_block3_branch2b"
type: "Convolution"
bottom: "conv_stage1_block3_branch2a"
top: "conv_stage1_block3_branch2b"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage1_block3_branch2b"
type: "BatchNorm"
bottom: "conv_stage1_block3_branch2b"
top: "conv_stage1_block3_branch2b"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage1_block3_branch2b"
type: "Scale"
bottom: "conv_stage1_block3_branch2b"
top: "conv_stage1_block3_branch2b"
scale_param {
bias_term: true
}
}
layer {
name: "relu_stage1_block3_branch2b"
type: "ReLU"
bottom: "conv_stage1_block3_branch2b"
top: "conv_stage1_block3_branch2b"
}
layer {
name: "conv_stage1_block3_branch2c"
type: "Convolution"
bottom: "conv_stage1_block3_branch2b"
top: "conv_stage1_block3_branch2c"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 256
pad: 0
kernel_size: 1
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage1_block3_branch2c"
type: "BatchNorm"
bottom: "conv_stage1_block3_branch2c"
top: "conv_stage1_block3_branch2c"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage1_block3_branch2c"
type: "Scale"
bottom: "conv_stage1_block3_branch2c"
top: "conv_stage1_block3_branch2c"
scale_param {
bias_term: true
}
}
layer {
name: "eltwise_stage1_block3"
type: "Eltwise"
bottom: "eltwise_stage1_block2"
bottom: "conv_stage1_block3_branch2c"
top: "eltwise_stage1_block3"
}
layer {
name: "relu_stage1_block3"
type: "ReLU"
bottom: "eltwise_stage1_block3"
top: "eltwise_stage1_block3"
}
layer {
name: "conv_stage2_block0_proj_shortcut"
type: "Convolution"
bottom: "eltwise_stage1_block3"
top: "conv_stage2_block0_proj_shortcut"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 512
pad: 0
kernel_size: 1
stride: 2
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage2_block0_proj_shortcut"
type: "BatchNorm"
bottom: "conv_stage2_block0_proj_shortcut"
top: "conv_stage2_block0_proj_shortcut"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage2_block0_proj_shortcut"
type: "Scale"
bottom: "conv_stage2_block0_proj_shortcut"
top: "conv_stage2_block0_proj_shortcut"
scale_param {
bias_term: true
}
}
layer {
name: "conv_stage2_block0_branch2a"
type: "Convolution"
bottom: "eltwise_stage1_block3"
top: "conv_stage2_block0_branch2a"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 128
pad: 0
kernel_size: 1
stride: 2
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage2_block0_branch2a"
type: "BatchNorm"
bottom: "conv_stage2_block0_branch2a"
top: "conv_stage2_block0_branch2a"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage2_block0_branch2a"
type: "Scale"
bottom: "conv_stage2_block0_branch2a"
top: "conv_stage2_block0_branch2a"
scale_param {
bias_term: true
}
}
layer {
name: "relu_stage2_block0_branch2a"
type: "ReLU"
bottom: "conv_stage2_block0_branch2a"
top: "conv_stage2_block0_branch2a"
}
layer {
name: "conv_stage2_block0_branch2b"
type: "Convolution"
bottom: "conv_stage2_block0_branch2a"
top: "conv_stage2_block0_branch2b"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 128
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage2_block0_branch2b"
type: "BatchNorm"
bottom: "conv_stage2_block0_branch2b"
top: "conv_stage2_block0_branch2b"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage2_block0_branch2b"
type: "Scale"
bottom: "conv_stage2_block0_branch2b"
top: "conv_stage2_block0_branch2b"
scale_param {
bias_term: true
}
}
layer {
name: "relu_stage2_block0_branch2b"
type: "ReLU"
bottom: "conv_stage2_block0_branch2b"
top: "conv_stage2_block0_branch2b"
}
layer {
name: "conv_stage2_block0_branch2c"
type: "Convolution"
bottom: "conv_stage2_block0_branch2b"
top: "conv_stage2_block0_branch2c"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 512
pad: 0
kernel_size: 1
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage2_block0_branch2c"
type: "BatchNorm"
bottom: "conv_stage2_block0_branch2c"
top: "conv_stage2_block0_branch2c"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage2_block0_branch2c"
type: "Scale"
bottom: "conv_stage2_block0_branch2c"
top: "conv_stage2_block0_branch2c"
scale_param {
bias_term: true
}
}
layer {
name: "eltwise_stage2_block0"
type: "Eltwise"
bottom: "conv_stage2_block0_proj_shortcut"
bottom: "conv_stage2_block0_branch2c"
top: "eltwise_stage2_block0"
}
layer {
name: "relu_stage2_block0"
type: "ReLU"
bottom: "eltwise_stage2_block0"
top: "eltwise_stage2_block0"
}
layer {
name: "conv_stage2_block1_branch2a"
type: "Convolution"
bottom: "eltwise_stage2_block0"
top: "conv_stage2_block1_branch2a"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 128
pad: 0
kernel_size: 1
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage2_block1_branch2a"
type: "BatchNorm"
bottom: "conv_stage2_block1_branch2a"
top: "conv_stage2_block1_branch2a"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage2_block1_branch2a"
type: "Scale"
bottom: "conv_stage2_block1_branch2a"
top: "conv_stage2_block1_branch2a"
scale_param {
bias_term: true
}
}
layer {
name: "relu_stage2_block1_branch2a"
type: "ReLU"
bottom: "conv_stage2_block1_branch2a"
top: "conv_stage2_block1_branch2a"
}
layer {
name: "conv_stage2_block1_branch2b"
type: "Convolution"
bottom: "conv_stage2_block1_branch2a"
top: "conv_stage2_block1_branch2b"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 128
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "bn_stage2_block1_branch2b"
type: "BatchNorm"
bottom: "conv_stage2_block1_branch2b"
top: "conv_stage2_block1_branch2b"
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_stage2_block1_branch2b"
type: "Scale"
bottom: "conv_stage2_block1_branch2b"
top: "conv_stage2_block1_branch2b"
scale_param {
bias_term: true
}
}
layer {
name: "relu_stage2_block1_branch2b"
type: "ReLU"
bottom: "conv_stage2_block1_branch2b"
top: "conv_stage2_block1_branch2b"
}
layer {
name: "conv_stage2_block1_branch2c"
type: "Convolution"
bottom: "conv_stage2_block1_branch2b"
top: "conv_stage2_block1_branch2c"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 512
pad: 0
kernel_size: 1
stride: 1
weight_filler
I1002 15:14:37.452793 21339 layer_factory.hpp:77] Creating layer data
I1002 15:14:37.452826 21339 net.cpp:100] Creating Layer data
I1002 15:14:37.452841 21339 net.cpp:408] data -> data
I1002 15:14:37.452872 21339 net.cpp:150] Setting up data
I1002 15:14:37.452888 21339 net.cpp:157] Top shape: 1 3 224 224 (150528)
I1002 15:14:37.452898 21339 net.cpp:165] Memory required for data: 602112
I1002 15:14:37.452909 21339 layer_factory.hpp:77] Creating layer conv_1
I1002 15:14:37.452934 21339 net.cpp:100] Creating Layer conv_1
I1002 15:14:37.452944 21339 net.cpp:434] conv_1 <- data
I1002 15:14:37.452960 21339 net.cpp:408] conv_1 -> conv_1
I1002 15:14:37.453992 21339 net.cpp:150] Setting up conv_1
I1002 15:14:37.454016 21339 net.cpp:157] Top shape: 1 64 112 112 (802816)
I1002 15:14:37.454026 21339 net.cpp:165] Memory required for data: 3813376
I1002 15:14:37.454057 21339 layer_factory.hpp:77] Creating layer bn_1
I1002 15:14:37.454077 21339 net.cpp:100] Creating Layer bn_1
I1002 15:14:37.454087 21339 net.cpp:434] bn_1 <- conv_1
I1002 15:14:37.454102 21339 net.cpp:395] bn_1 -> conv_1 (in-place)
I1002 15:14:37.454188 21339 net.cpp:150] Setting up bn_1
I1002 15:14:37.454206 21339 net.cpp:157] Top shape: 1 64 112 112 (802816)
I1002 15:14:37.454216 21339 net.cpp:165] Memory required for data: 7024640
I1002 15:14:37.454243 21339 layer_factory.hpp:77] Creating layer scale_1
I1002 15:14:37.454260 21339 net.cpp:100] Creating Layer scale_1
I1002 15:14:37.454270 21339 net.cpp:434] scale_1 <- conv_1
I1002 15:14:37.454284 21339 net.cpp:395] scale_1 -> conv_1 (in-place)
I1002 15:14:37.454310 21339 layer_factory.hpp:77] Creating layer scale_1
I1002 15:14:37.454453 21339 net.cpp:150] Setting up scale_1
I1002 15:14:37.454473 21339 net.cpp:157] Top shape: 1 64 112 112 (802816)
I1002 15:14:37.454483 21339 net.cpp:165] Memory required for data: 10235904
I1002 15:14:37.454499 21339 layer_factory.hpp:77] Creating layer relu_1
I1002 15:14:37.454519 21339 net.cpp:100] Creating Layer relu_1
I1002 15:14:37.454530 21339 net.cpp:434] relu_1 <- conv_1
I1002 15:14:37.454542 21339 net.cpp:395] relu_1 -> conv_1 (in-place)
I1002 15:14:37.454557 21339 net.cpp:150] Setting up relu_1
I1002 15:14:37.454573 21339 net.cpp:157] Top shape: 1 64 112 112 (802816)
I1002 15:14:37.454583 21339 net.cpp:165] Memory required for data: 13447168
I1002 15:14:37.454592 21339 layer_factory.hpp:77] Creating layer pool1
I1002 15:14:37.454607 21339 net.cpp:100] Creating Layer pool1
I1002 15:14:37.454617 21339 net.cpp:434] pool1 <- conv_1
I1002 15:14:37.454630 21339 net.cpp:408] pool1 -> pool1
I1002 15:14:37.454654 21339 net.cpp:150] Setting up pool1
I1002 15:14:37.454670 21339 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1002 15:14:37.454681 21339 net.cpp:165] Memory required for data: 14249984
I1002 15:14:37.454691 21339 layer_factory.hpp:77] Creating layer pool1_pool1_0_split
I1002 15:14:37.454710 21339 net.cpp:100] Creating Layer pool1_pool1_0_split
I1002 15:14:37.454721 21339 net.cpp:434] pool1_pool1_0_split <- pool1
I1002 15:14:37.454737 21339 net.cpp:408] pool1_pool1_0_split -> pool1_pool1_0_split_0
I1002 15:14:37.454759 21339 net.cpp:408] pool1_pool1_0_split -> pool1_pool1_0_split_1
I1002 15:14:37.454782 21339 net.cpp:150] Setting up pool1_pool1_0_split
I1002 15:14:37.457259 21339 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1002 15:14:37.457283 21339 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1002 15:14:37.457293 21339 net.cpp:165] Memory required for data: 15855616
I1002 15:14:37.457309 21339 layer_factory.hpp:77] Creating layer conv_stage0_block0_proj_shortcut
I1002 15:14:37.457345 21339 net.cpp:100] Creating Layer conv_stage0_block0_proj_shortcut
I1002 15:14:37.457357 21339 net.cpp:434] conv_stage0_block0_proj_shortcut <- pool1_pool1_0_split_0
I1002 15:14:37.457381 21339 net.cpp:408] conv_stage0_block0_proj_shortcut -> conv_stage0_block0_proj_shortcut
I1002 15:14:37.457538 21339 net.cpp:150] Setting up conv_stage0_block0_proj_shortcut
I1002 15:14:37.457556 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.457566 21339 net.cpp:165] Memory required for data: 17461248
I1002 15:14:37.457588 21339 layer_factory.hpp:77] Creating layer bn_stage0_block0_proj_shortcut
I1002 15:14:37.457612 21339 net.cpp:100] Creating Layer bn_stage0_block0_proj_shortcut
I1002 15:14:37.457623 21339 net.cpp:434] bn_stage0_block0_proj_shortcut <- conv_stage0_block0_proj_shortcut
I1002 15:14:37.457641 21339 net.cpp:395] bn_stage0_block0_proj_shortcut -> conv_stage0_block0_proj_shortcut (in-place)
I1002 15:14:37.457681 21339 net.cpp:150] Setting up bn_stage0_block0_proj_shortcut
I1002 15:14:37.457696 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.457705 21339 net.cpp:165] Memory required for data: 19066880
I1002 15:14:37.457725 21339 layer_factory.hpp:77] Creating layer scale_stage0_block0_proj_shortcut
I1002 15:14:37.457741 21339 net.cpp:100] Creating Layer scale_stage0_block0_proj_shortcut
I1002 15:14:37.457751 21339 net.cpp:434] scale_stage0_block0_proj_shortcut <- conv_stage0_block0_proj_shortcut
I1002 15:14:37.458361 21339 net.cpp:395] scale_stage0_block0_proj_shortcut -> conv_stage0_block0_proj_shortcut (in-place)
I1002 15:14:37.458395 21339 layer_factory.hpp:77] Creating layer scale_stage0_block0_proj_shortcut
I1002 15:14:37.458467 21339 net.cpp:150] Setting up scale_stage0_block0_proj_shortcut
I1002 15:14:37.458487 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.458498 21339 net.cpp:165] Memory required for data: 20672512
I1002 15:14:37.458519 21339 layer_factory.hpp:77] Creating layer conv_stage0_block0_branch2a
I1002 15:14:37.458544 21339 net.cpp:100] Creating Layer conv_stage0_block0_branch2a
I1002 15:14:37.458556 21339 net.cpp:434] conv_stage0_block0_branch2a <- pool1_pool1_0_split_1
I1002 15:14:37.458581 21339 net.cpp:408] conv_stage0_block0_branch2a -> conv_stage0_block0_branch2a
I1002 15:14:37.458669 21339 net.cpp:150] Setting up conv_stage0_block0_branch2a
I1002 15:14:37.458689 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.458700 21339 net.cpp:165] Memory required for data: 21073920
I1002 15:14:37.458721 21339 layer_factory.hpp:77] Creating layer bn_stage0_block0_branch2a
I1002 15:14:37.458739 21339 net.cpp:100] Creating Layer bn_stage0_block0_branch2a
I1002 15:14:37.458751 21339 net.cpp:434] bn_stage0_block0_branch2a <- conv_stage0_block0_branch2a
I1002 15:14:37.458770 21339 net.cpp:395] bn_stage0_block0_branch2a -> conv_stage0_block0_branch2a (in-place)
I1002 15:14:37.458812 21339 net.cpp:150] Setting up bn_stage0_block0_branch2a
I1002 15:14:37.458830 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.458842 21339 net.cpp:165] Memory required for data: 21475328
I1002 15:14:37.458873 21339 layer_factory.hpp:77] Creating layer scale_stage0_block0_branch2a
I1002 15:14:37.458894 21339 net.cpp:100] Creating Layer scale_stage0_block0_branch2a
I1002 15:14:37.458905 21339 net.cpp:434] scale_stage0_block0_branch2a <- conv_stage0_block0_branch2a
I1002 15:14:37.458930 21339 net.cpp:395] scale_stage0_block0_branch2a -> conv_stage0_block0_branch2a (in-place)
I1002 15:14:37.458957 21339 layer_factory.hpp:77] Creating layer scale_stage0_block0_branch2a
I1002 15:14:37.459007 21339 net.cpp:150] Setting up scale_stage0_block0_branch2a
I1002 15:14:37.459027 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.459038 21339 net.cpp:165] Memory required for data: 21876736
I1002 15:14:37.459058 21339 layer_factory.hpp:77] Creating layer relu_stage0_block0_branch2a
I1002 15:14:37.459075 21339 net.cpp:100] Creating Layer relu_stage0_block0_branch2a
I1002 15:14:37.459089 21339 net.cpp:434] relu_stage0_block0_branch2a <- conv_stage0_block0_branch2a
I1002 15:14:37.459159 21339 net.cpp:395] relu_stage0_block0_branch2a -> conv_stage0_block0_branch2a (in-place)
I1002 15:14:37.459179 21339 net.cpp:150] Setting up relu_stage0_block0_branch2a
I1002 15:14:37.459197 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.459208 21339 net.cpp:165] Memory required for data: 22278144
I1002 15:14:37.459220 21339 layer_factory.hpp:77] Creating layer conv_stage0_block0_branch2b
I1002 15:14:37.459247 21339 net.cpp:100] Creating Layer conv_stage0_block0_branch2b
I1002 15:14:37.459260 21339 net.cpp:434] conv_stage0_block0_branch2b <- conv_stage0_block0_branch2a
I1002 15:14:37.459281 21339 net.cpp:408] conv_stage0_block0_branch2b -> conv_stage0_block0_branch2b
I1002 15:14:37.459478 21339 net.cpp:150] Setting up conv_stage0_block0_branch2b
I1002 15:14:37.459501 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.459511 21339 net.cpp:165] Memory required for data: 22679552
I1002 15:14:37.459532 21339 layer_factory.hpp:77] Creating layer bn_stage0_block0_branch2b
I1002 15:14:37.459554 21339 net.cpp:100] Creating Layer bn_stage0_block0_branch2b
I1002 15:14:37.459566 21339 net.cpp:434] bn_stage0_block0_branch2b <- conv_stage0_block0_branch2b
I1002 15:14:37.459589 21339 net.cpp:395] bn_stage0_block0_branch2b -> conv_stage0_block0_branch2b (in-place)
I1002 15:14:37.459630 21339 net.cpp:150] Setting up bn_stage0_block0_branch2b
I1002 15:14:37.459648 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.459659 21339 net.cpp:165] Memory required for data: 23080960
I1002 15:14:37.459681 21339 layer_factory.hpp:77] Creating layer scale_stage0_block0_branch2b
I1002 15:14:37.459709 21339 net.cpp:100] Creating Layer scale_stage0_block0_branch2b
I1002 15:14:37.459722 21339 net.cpp:434] scale_stage0_block0_branch2b <- conv_stage0_block0_branch2b
I1002 15:14:37.459743 21339 net.cpp:395] scale_stage0_block0_branch2b -> conv_stage0_block0_branch2b (in-place)
I1002 15:14:37.459770 21339 layer_factory.hpp:77] Creating layer scale_stage0_block0_branch2b
I1002 15:14:37.459822 21339 net.cpp:150] Setting up scale_stage0_block0_branch2b
I1002 15:14:37.459842 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.459853 21339 net.cpp:165] Memory required for data: 23482368
I1002 15:14:37.459874 21339 layer_factory.hpp:77] Creating layer relu_stage0_block0_branch2b
I1002 15:14:37.459892 21339 net.cpp:100] Creating Layer relu_stage0_block0_branch2b
I1002 15:14:37.459903 21339 net.cpp:434] relu_stage0_block0_branch2b <- conv_stage0_block0_branch2b
I1002 15:14:37.459921 21339 net.cpp:395] relu_stage0_block0_branch2b -> conv_stage0_block0_branch2b (in-place)
I1002 15:14:37.459939 21339 net.cpp:150] Setting up relu_stage0_block0_branch2b
I1002 15:14:37.459955 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.467437 21339 net.cpp:165] Memory required for data: 23883776
I1002 15:14:37.467469 21339 layer_factory.hpp:77] Creating layer conv_stage0_block0_branch2c
I1002 15:14:37.467522 21339 net.cpp:100] Creating Layer conv_stage0_block0_branch2c
I1002 15:14:37.467550 21339 net.cpp:434] conv_stage0_block0_branch2c <- conv_stage0_block0_branch2b
I1002 15:14:37.467576 21339 net.cpp:408] conv_stage0_block0_branch2c -> conv_stage0_block0_branch2c
I1002 15:14:37.467746 21339 net.cpp:150] Setting up conv_stage0_block0_branch2c
I1002 15:14:37.467767 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.467777 21339 net.cpp:165] Memory required for data: 25489408
I1002 15:14:37.467795 21339 layer_factory.hpp:77] Creating layer bn_stage0_block0_branch2c
I1002 15:14:37.467813 21339 net.cpp:100] Creating Layer bn_stage0_block0_branch2c
I1002 15:14:37.467825 21339 net.cpp:434] bn_stage0_block0_branch2c <- conv_stage0_block0_branch2c
I1002 15:14:37.467849 21339 net.cpp:395] bn_stage0_block0_branch2c -> conv_stage0_block0_branch2c (in-place)
I1002 15:14:37.467908 21339 net.cpp:150] Setting up bn_stage0_block0_branch2c
I1002 15:14:37.467926 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.467937 21339 net.cpp:165] Memory required for data: 27095040
I1002 15:14:37.467972 21339 layer_factory.hpp:77] Creating layer scale_stage0_block0_branch2c
I1002 15:14:37.467995 21339 net.cpp:100] Creating Layer scale_stage0_block0_branch2c
I1002 15:14:37.468008 21339 net.cpp:434] scale_stage0_block0_branch2c <- conv_stage0_block0_branch2c
I1002 15:14:37.468029 21339 net.cpp:395] scale_stage0_block0_branch2c -> conv_stage0_block0_branch2c (in-place)
I1002 15:14:37.468058 21339 layer_factory.hpp:77] Creating layer scale_stage0_block0_branch2c
I1002 15:14:37.468122 21339 net.cpp:150] Setting up scale_stage0_block0_branch2c
I1002 15:14:37.468143 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.468155 21339 net.cpp:165] Memory required for data: 28700672
I1002 15:14:37.468176 21339 layer_factory.hpp:77] Creating layer eltwise_stage0_block0
I1002 15:14:37.468195 21339 net.cpp:100] Creating Layer eltwise_stage0_block0
I1002 15:14:37.468209 21339 net.cpp:434] eltwise_stage0_block0 <- conv_stage0_block0_proj_shortcut
I1002 15:14:37.468228 21339 net.cpp:434] eltwise_stage0_block0 <- conv_stage0_block0_branch2c
I1002 15:14:37.468247 21339 net.cpp:408] eltwise_stage0_block0 -> eltwise_stage0_block0
I1002 15:14:37.468272 21339 net.cpp:150] Setting up eltwise_stage0_block0
I1002 15:14:37.468297 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.468308 21339 net.cpp:165] Memory required for data: 30306304
I1002 15:14:37.468320 21339 layer_factory.hpp:77] Creating layer relu_stage0_block0
I1002 15:14:37.468338 21339 net.cpp:100] Creating Layer relu_stage0_block0
I1002 15:14:37.468351 21339 net.cpp:434] relu_stage0_block0 <- eltwise_stage0_block0
I1002 15:14:37.468369 21339 net.cpp:395] relu_stage0_block0 -> eltwise_stage0_block0 (in-place)
I1002 15:14:37.468387 21339 net.cpp:150] Setting up relu_stage0_block0
I1002 15:14:37.468405 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.468415 21339 net.cpp:165] Memory required for data: 31911936
I1002 15:14:37.468427 21339 layer_factory.hpp:77] Creating layer eltwise_stage0_block0_relu_stage0_block0_0_split
I1002 15:14:37.468446 21339 net.cpp:100] Creating Layer eltwise_stage0_block0_relu_stage0_block0_0_split
I1002 15:14:37.468458 21339 net.cpp:434] eltwise_stage0_block0_relu_stage0_block0_0_split <- eltwise_stage0_block0
I1002 15:14:37.468479 21339 net.cpp:408] eltwise_stage0_block0_relu_stage0_block0_0_split -> eltwise_stage0_block0_relu_stage0_block0_0_split_0
I1002 15:14:37.468502 21339 net.cpp:408] eltwise_stage0_block0_relu_stage0_block0_0_split -> eltwise_stage0_block0_relu_stage0_block0_0_split_1
I1002 15:14:37.468526 21339 net.cpp:150] Setting up eltwise_stage0_block0_relu_stage0_block0_0_split
I1002 15:14:37.468547 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.468564 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.468575 21339 net.cpp:165] Memory required for data: 35123200
I1002 15:14:37.468587 21339 layer_factory.hpp:77] Creating layer conv_stage0_block1_branch2a
I1002 15:14:37.468617 21339 net.cpp:100] Creating Layer conv_stage0_block1_branch2a
I1002 15:14:37.468631 21339 net.cpp:434] conv_stage0_block1_branch2a <- eltwise_stage0_block0_relu_stage0_block0_0_split_0
I1002 15:14:37.468653 21339 net.cpp:408] conv_stage0_block1_branch2a -> conv_stage0_block1_branch2a
I1002 15:14:37.468822 21339 net.cpp:150] Setting up conv_stage0_block1_branch2a
I1002 15:14:37.468843 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.468855 21339 net.cpp:165] Memory required for data: 35524608
I1002 15:14:37.468876 21339 layer_factory.hpp:77] Creating layer bn_stage0_block1_branch2a
I1002 15:14:37.468899 21339 net.cpp:100] Creating Layer bn_stage0_block1_branch2a
I1002 15:14:37.468912 21339 net.cpp:434] bn_stage0_block1_branch2a <- conv_stage0_block1_branch2a
I1002 15:14:37.468930 21339 net.cpp:395] bn_stage0_block1_branch2a -> conv_stage0_block1_branch2a (in-place)
I1002 15:14:37.468988 21339 net.cpp:150] Setting up bn_stage0_block1_branch2a
I1002 15:14:37.469007 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.469018 21339 net.cpp:165] Memory required for data: 35926016
I1002 15:14:37.469043 21339 layer_factory.hpp:77] Creating layer scale_stage0_block1_branch2a
I1002 15:14:37.469065 21339 net.cpp:100] Creating Layer scale_stage0_block1_branch2a
I1002 15:14:37.469079 21339 net.cpp:434] scale_stage0_block1_branch2a <- conv_stage0_block1_branch2a
I1002 15:14:37.469097 21339 net.cpp:395] scale_stage0_block1_branch2a -> conv_stage0_block1_branch2a (in-place)
I1002 15:14:37.469125 21339 layer_factory.hpp:77] Creating layer scale_stage0_block1_branch2a
I1002 15:14:37.469194 21339 net.cpp:150] Setting up scale_stage0_block1_branch2a
I1002 15:14:37.469214 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.469226 21339 net.cpp:165] Memory required for data: 36327424
I1002 15:14:37.469246 21339 layer_factory.hpp:77] Creating layer relu_stage0_block1_branch2a
I1002 15:14:37.469264 21339 net.cpp:100] Creating Layer relu_stage0_block1_branch2a
I1002 15:14:37.469276 21339 net.cpp:434] relu_stage0_block1_branch2a <- conv_stage0_block1_branch2a
I1002 15:14:37.469295 21339 net.cpp:395] relu_stage0_block1_branch2a -> conv_stage0_block1_branch2a (in-place)
I1002 15:14:37.469313 21339 net.cpp:150] Setting up relu_stage0_block1_branch2a
I1002 15:14:37.469331 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.469342 21339 net.cpp:165] Memory required for data: 36728832
I1002 15:14:37.469354 21339 layer_factory.hpp:77] Creating layer conv_stage0_block1_branch2b
I1002 15:14:37.469393 21339 net.cpp:100] Creating Layer conv_stage0_block1_branch2b
I1002 15:14:37.469408 21339 net.cpp:434] conv_stage0_block1_branch2b <- conv_stage0_block1_branch2a
I1002 15:14:37.469431 21339 net.cpp:408] conv_stage0_block1_branch2b -> conv_stage0_block1_branch2b
I1002 15:14:37.469739 21339 net.cpp:150] Setting up conv_stage0_block1_branch2b
I1002 15:14:37.469807 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.469826 21339 net.cpp:165] Memory required for data: 37130240
I1002 15:14:37.469851 21339 layer_factory.hpp:77] Creating layer bn_stage0_block1_branch2b
I1002 15:14:37.469874 21339 net.cpp:100] Creating Layer bn_stage0_block1_branch2b
I1002 15:14:37.469889 21339 net.cpp:434] bn_stage0_block1_branch2b <- conv_stage0_block1_branch2b
I1002 15:14:37.469915 21339 net.cpp:395] bn_stage0_block1_branch2b -> conv_stage0_block1_branch2b (in-place)
I1002 15:14:37.469983 21339 net.cpp:150] Setting up bn_stage0_block1_branch2b
I1002 15:14:37.473716 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.473853 21339 net.cpp:165] Memory required for data: 37531648
I1002 15:14:37.473917 21339 layer_factory.hpp:77] Creating layer scale_stage0_block1_branch2b
I1002 15:14:37.473969 21339 net.cpp:100] Creating Layer scale_stage0_block1_branch2b
I1002 15:14:37.474004 21339 net.cpp:434] scale_stage0_block1_branch2b <- conv_stage0_block1_branch2b
I1002 15:14:37.474050 21339 net.cpp:395] scale_stage0_block1_branch2b -> conv_stage0_block1_branch2b (in-place)
I1002 15:14:37.474122 21339 layer_factory.hpp:77] Creating layer scale_stage0_block1_branch2b
I1002 15:14:37.474221 21339 net.cpp:150] Setting up scale_stage0_block1_branch2b
I1002 15:14:37.474261 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.474279 21339 net.cpp:165] Memory required for data: 37933056
I1002 15:14:37.474310 21339 layer_factory.hpp:77] Creating layer relu_stage0_block1_branch2b
I1002 15:14:37.474336 21339 net.cpp:100] Creating Layer relu_stage0_block1_branch2b
I1002 15:14:37.474352 21339 net.cpp:434] relu_stage0_block1_branch2b <- conv_stage0_block1_branch2b
I1002 15:14:37.474380 21339 net.cpp:395] relu_stage0_block1_branch2b -> conv_stage0_block1_branch2b (in-place)
I1002 15:14:37.474407 21339 net.cpp:150] Setting up relu_stage0_block1_branch2b
I1002 15:14:37.474431 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.474444 21339 net.cpp:165] Memory required for data: 38334464
I1002 15:14:37.474459 21339 layer_factory.hpp:77] Creating layer conv_stage0_block1_branch2c
I1002 15:14:37.474527 21339 net.cpp:100] Creating Layer conv_stage0_block1_branch2c
I1002 15:14:37.474546 21339 net.cpp:434] conv_stage0_block1_branch2c <- conv_stage0_block1_branch2b
I1002 15:14:37.474573 21339 net.cpp:408] conv_stage0_block1_branch2c -> conv_stage0_block1_branch2c
I1002 15:14:37.474774 21339 net.cpp:150] Setting up conv_stage0_block1_branch2c
I1002 15:14:37.474807 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.474825 21339 net.cpp:165] Memory required for data: 39940096
I1002 15:14:37.474853 21339 layer_factory.hpp:77] Creating layer bn_stage0_block1_branch2c
I1002 15:14:37.474892 21339 net.cpp:100] Creating Layer bn_stage0_block1_branch2c
I1002 15:14:37.474910 21339 net.cpp:434] bn_stage0_block1_branch2c <- conv_stage0_block1_branch2c
I1002 15:14:37.474931 21339 net.cpp:395] bn_stage0_block1_branch2c -> conv_stage0_block1_branch2c (in-place)
I1002 15:14:37.474993 21339 net.cpp:150] Setting up bn_stage0_block1_branch2c
I1002 15:14:37.475023 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.475039 21339 net.cpp:165] Memory required for data: 41545728
I1002 15:14:37.475069 21339 layer_factory.hpp:77] Creating layer scale_stage0_block1_branch2c
I1002 15:14:37.475095 21339 net.cpp:100] Creating Layer scale_stage0_block1_branch2c
I1002 15:14:37.475114 21339 net.cpp:434] scale_stage0_block1_branch2c <- conv_stage0_block1_branch2c
I1002 15:14:37.475144 21339 net.cpp:395] scale_stage0_block1_branch2c -> conv_stage0_block1_branch2c (in-place)
I1002 15:14:37.475188 21339 layer_factory.hpp:77] Creating layer scale_stage0_block1_branch2c
I1002 15:14:37.475287 21339 net.cpp:150] Setting up scale_stage0_block1_branch2c
I1002 15:14:37.475316 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.475329 21339 net.cpp:165] Memory required for data: 43151360
I1002 15:14:37.475354 21339 layer_factory.hpp:77] Creating layer eltwise_stage0_block1
I1002 15:14:37.475386 21339 net.cpp:100] Creating Layer eltwise_stage0_block1
I1002 15:14:37.475404 21339 net.cpp:434] eltwise_stage0_block1 <- eltwise_stage0_block0_relu_stage0_block0_0_split_1
I1002 15:14:37.475422 21339 net.cpp:434] eltwise_stage0_block1 <- conv_stage0_block1_branch2c
I1002 15:14:37.475443 21339 net.cpp:408] eltwise_stage0_block1 -> eltwise_stage0_block1
I1002 15:14:37.475477 21339 net.cpp:150] Setting up eltwise_stage0_block1
I1002 15:14:37.475498 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.475512 21339 net.cpp:165] Memory required for data: 44756992
I1002 15:14:37.475529 21339 layer_factory.hpp:77] Creating layer relu_stage0_block1
I1002 15:14:37.475551 21339 net.cpp:100] Creating Layer relu_stage0_block1
I1002 15:14:37.475563 21339 net.cpp:434] relu_stage0_block1 <- eltwise_stage0_block1
I1002 15:14:37.475577 21339 net.cpp:395] relu_stage0_block1 -> eltwise_stage0_block1 (in-place)
I1002 15:14:37.475594 21339 net.cpp:150] Setting up relu_stage0_block1
I1002 15:14:37.475607 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.475617 21339 net.cpp:165] Memory required for data: 46362624
I1002 15:14:37.475626 21339 layer_factory.hpp:77] Creating layer eltwise_stage0_block1_relu_stage0_block1_0_split
I1002 15:14:37.475647 21339 net.cpp:100] Creating Layer eltwise_stage0_block1_relu_stage0_block1_0_split
I1002 15:14:37.475658 21339 net.cpp:434] eltwise_stage0_block1_relu_stage0_block1_0_split <- eltwise_stage0_block1
I1002 15:14:37.475672 21339 net.cpp:408] eltwise_stage0_block1_relu_stage0_block1_0_split -> eltwise_stage0_block1_relu_stage0_block1_0_split_0
I1002 15:14:37.475703 21339 net.cpp:408] eltwise_stage0_block1_relu_stage0_block1_0_split -> eltwise_stage0_block1_relu_stage0_block1_0_split_1
I1002 15:14:37.475724 21339 net.cpp:150] Setting up eltwise_stage0_block1_relu_stage0_block1_0_split
I1002 15:14:37.475740 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.475752 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.475762 21339 net.cpp:165] Memory required for data: 49573888
I1002 15:14:37.475771 21339 layer_factory.hpp:77] Creating layer conv_stage0_block2_branch2a
I1002 15:14:37.475798 21339 net.cpp:100] Creating Layer conv_stage0_block2_branch2a
I1002 15:14:37.475810 21339 net.cpp:434] conv_stage0_block2_branch2a <- eltwise_stage0_block1_relu_stage0_block1_0_split_0
I1002 15:14:37.475831 21339 net.cpp:408] conv_stage0_block2_branch2a -> conv_stage0_block2_branch2a
I1002 15:14:37.475966 21339 net.cpp:150] Setting up conv_stage0_block2_branch2a
I1002 15:14:37.475983 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.475993 21339 net.cpp:165] Memory required for data: 49975296
I1002 15:14:37.476009 21339 layer_factory.hpp:77] Creating layer bn_stage0_block2_branch2a
I1002 15:14:37.476025 21339 net.cpp:100] Creating Layer bn_stage0_block2_branch2a
I1002 15:14:37.476037 21339 net.cpp:434] bn_stage0_block2_branch2a <- conv_stage0_block2_branch2a
I1002 15:14:37.476054 21339 net.cpp:395] bn_stage0_block2_branch2a -> conv_stage0_block2_branch2a (in-place)
I1002 15:14:37.476100 21339 net.cpp:150] Setting up bn_stage0_block2_branch2a
I1002 15:14:37.476119 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.476128 21339 net.cpp:165] Memory required for data: 50376704
I1002 15:14:37.476146 21339 layer_factory.hpp:77] Creating layer scale_stage0_block2_branch2a
I1002 15:14:37.476162 21339 net.cpp:100] Creating Layer scale_stage0_block2_branch2a
I1002 15:14:37.476172 21339 net.cpp:434] scale_stage0_block2_branch2a <- conv_stage0_block2_branch2a
I1002 15:14:37.476191 21339 net.cpp:395] scale_stage0_block2_branch2a -> conv_stage0_block2_branch2a (in-place)
I1002 15:14:37.476217 21339 layer_factory.hpp:77] Creating layer scale_stage0_block2_branch2a
I1002 15:14:37.476279 21339 net.cpp:150] Setting up scale_stage0_block2_branch2a
I1002 15:14:37.476295 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.476305 21339 net.cpp:165] Memory required for data: 50778112
I1002 15:14:37.476321 21339 layer_factory.hpp:77] Creating layer relu_stage0_block2_branch2a
I1002 15:14:37.476336 21339 net.cpp:100] Creating Layer relu_stage0_block2_branch2a
I1002 15:14:37.476346 21339 net.cpp:434] relu_stage0_block2_branch2a <- conv_stage0_block2_branch2a
I1002 15:14:37.476363 21339 net.cpp:395] relu_stage0_block2_branch2a -> conv_stage0_block2_branch2a (in-place)
I1002 15:14:37.476382 21339 net.cpp:150] Setting up relu_stage0_block2_branch2a
I1002 15:14:37.476394 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.476403 21339 net.cpp:165] Memory required for data: 51179520
I1002 15:14:37.476413 21339 layer_factory.hpp:77] Creating layer conv_stage0_block2_branch2b
I1002 15:14:37.476439 21339 net.cpp:100] Creating Layer conv_stage0_block2_branch2b
I1002 15:14:37.504343 21339 net.cpp:434] conv_stage0_block2_branch2b <- conv_stage0_block2_branch2a
I1002 15:14:37.504426 21339 net.cpp:408] conv_stage0_block2_branch2b -> conv_stage0_block2_branch2b
I1002 15:14:37.504849 21339 net.cpp:150] Setting up conv_stage0_block2_branch2b
I1002 15:14:37.504884 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.504900 21339 net.cpp:165] Memory required for data: 51580928
I1002 15:14:37.504959 21339 layer_factory.hpp:77] Creating layer bn_stage0_block2_branch2b
I1002 15:14:37.504997 21339 net.cpp:100] Creating Layer bn_stage0_block2_branch2b
I1002 15:14:37.505015 21339 net.cpp:434] bn_stage0_block2_branch2b <- conv_stage0_block2_branch2b
I1002 15:14:37.505038 21339 net.cpp:395] bn_stage0_block2_branch2b -> conv_stage0_block2_branch2b (in-place)
I1002 15:14:37.505120 21339 net.cpp:150] Setting up bn_stage0_block2_branch2b
I1002 15:14:37.505143 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.505158 21339 net.cpp:165] Memory required for data: 51982336
I1002 15:14:37.505192 21339 layer_factory.hpp:77] Creating layer scale_stage0_block2_branch2b
I1002 15:14:37.505218 21339 net.cpp:100] Creating Layer scale_stage0_block2_branch2b
I1002 15:14:37.505234 21339 net.cpp:434] scale_stage0_block2_branch2b <- conv_stage0_block2_branch2b
I1002 15:14:37.505261 21339 net.cpp:395] scale_stage0_block2_branch2b -> conv_stage0_block2_branch2b (in-place)
I1002 15:14:37.505305 21339 layer_factory.hpp:77] Creating layer scale_stage0_block2_branch2b
I1002 15:14:37.505393 21339 net.cpp:150] Setting up scale_stage0_block2_branch2b
I1002 15:14:37.505419 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.505432 21339 net.cpp:165] Memory required for data: 52383744
I1002 15:14:37.505460 21339 layer_factory.hpp:77] Creating layer relu_stage0_block2_branch2b
I1002 15:14:37.505483 21339 net.cpp:100] Creating Layer relu_stage0_block2_branch2b
I1002 15:14:37.505501 21339 net.cpp:434] relu_stage0_block2_branch2b <- conv_stage0_block2_branch2b
I1002 15:14:37.505523 21339 net.cpp:395] relu_stage0_block2_branch2b -> conv_stage0_block2_branch2b (in-place)
I1002 15:14:37.505548 21339 net.cpp:150] Setting up relu_stage0_block2_branch2b
I1002 15:14:37.505569 21339 net.cpp:157] Top shape: 1 32 56 56 (100352)
I1002 15:14:37.505585 21339 net.cpp:165] Memory required for data: 52785152
I1002 15:14:37.505600 21339 layer_factory.hpp:77] Creating layer conv_stage0_block2_branch2c
I1002 15:14:37.505637 21339 net.cpp:100] Creating Layer conv_stage0_block2_branch2c
I1002 15:14:37.505656 21339 net.cpp:434] conv_stage0_block2_branch2c <- conv_stage0_block2_branch2b
I1002 15:14:37.505686 21339 net.cpp:408] conv_stage0_block2_branch2c -> conv_stage0_block2_branch2c
I1002 15:14:37.505951 21339 net.cpp:150] Setting up conv_stage0_block2_branch2c
I1002 15:14:37.505983 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.505998 21339 net.cpp:165] Memory required for data: 54390784
I1002 15:14:37.506026 21339 layer_factory.hpp:77] Creating layer bn_stage0_block2_branch2c
I1002 15:14:37.506052 21339 net.cpp:100] Creating Layer bn_stage0_block2_branch2c
I1002 15:14:37.506067 21339 net.cpp:434] bn_stage0_block2_branch2c <- conv_stage0_block2_branch2c
I1002 15:14:37.506096 21339 net.cpp:395] bn_stage0_block2_branch2c -> conv_stage0_block2_branch2c (in-place)
I1002 15:14:37.506170 21339 net.cpp:150] Setting up bn_stage0_block2_branch2c
I1002 15:14:37.506194 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.506209 21339 net.cpp:165] Memory required for data: 55996416
I1002 15:14:37.506240 21339 layer_factory.hpp:77] Creating layer scale_stage0_block2_branch2c
I1002 15:14:37.506268 21339 net.cpp:100] Creating Layer scale_stage0_block2_branch2c
I1002 15:14:37.506285 21339 net.cpp:434] scale_stage0_block2_branch2c <- conv_stage0_block2_branch2c
I1002 15:14:37.506309 21339 net.cpp:395] scale_stage0_block2_branch2c -> conv_stage0_block2_branch2c (in-place)
I1002 15:14:37.506357 21339 layer_factory.hpp:77] Creating layer scale_stage0_block2_branch2c
I1002 15:14:37.506453 21339 net.cpp:150] Setting up scale_stage0_block2_branch2c
I1002 15:14:37.506479 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.506494 21339 net.cpp:165] Memory required for data: 57602048
I1002 15:14:37.506520 21339 layer_factory.hpp:77] Creating layer eltwise_stage0_block2
I1002 15:14:37.506544 21339 net.cpp:100] Creating Layer eltwise_stage0_block2
I1002 15:14:37.506561 21339 net.cpp:434] eltwise_stage0_block2 <- eltwise_stage0_block1_relu_stage0_block1_0_split_1
I1002 15:14:37.506582 21339 net.cpp:434] eltwise_stage0_block2 <- conv_stage0_block2_branch2c
I1002 15:14:37.506606 21339 net.cpp:408] eltwise_stage0_block2 -> eltwise_stage0_block2
I1002 15:14:37.506639 21339 net.cpp:150] Setting up eltwise_stage0_block2
I1002 15:14:37.506661 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.506675 21339 net.cpp:165] Memory required for data: 59207680
I1002 15:14:37.506691 21339 layer_factory.hpp:77] Creating layer relu_stage0_block2
I1002 15:14:37.506713 21339 net.cpp:100] Creating Layer relu_stage0_block2
I1002 15:14:37.506731 21339 net.cpp:434] relu_stage0_block2 <- eltwise_stage0_block2
I1002 15:14:37.506757 21339 net.cpp:395] relu_stage0_block2 -> eltwise_stage0_block2 (in-place)
I1002 15:14:37.506783 21339 net.cpp:150] Setting up relu_stage0_block2
I1002 15:14:37.506804 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.506819 21339 net.cpp:165] Memory required for data: 60813312
I1002 15:14:37.506835 21339 layer_factory.hpp:77] Creating layer eltwise_stage0_block2_relu_stage0_block2_0_split
I1002 15:14:37.506860 21339 net.cpp:100] Creating Layer eltwise_stage0_block2_relu_stage0_block2_0_split
I1002 15:14:37.506875 21339 net.cpp:434] eltwise_stage0_block2_relu_stage0_block2_0_split <- eltwise_stage0_block2
I1002 15:14:37.506903 21339 net.cpp:408] eltwise_stage0_block2_relu_stage0_block2_0_split -> eltwise_stage0_block2_relu_stage0_block2_0_split_0
I1002 15:14:37.506932 21339 net.cpp:408] eltwise_stage0_block2_relu_stage0_block2_0_split -> eltwise_stage0_block2_relu_stage0_block2_0_split_1
I1002 15:14:37.506964 21339 net.cpp:150] Setting up eltwise_stage0_block2_relu_stage0_block2_0_split
I1002 15:14:37.506986 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.507006 21339 net.cpp:157] Top shape: 1 128 56 56 (401408)
I1002 15:14:37.507021 21339 net.cpp:165] Memory required for data: 64024576
I1002 15:14:37.507038 21339 layer_factory.hpp:77] Creating layer conv_stage1_block0_proj_shortcut
I1002 15:14:37.507076 21339 net.cpp:100] Creating Layer conv_stage1_block0_proj_shortcut
I1002 15:14:37.507092 21339 net.cpp:434] conv_stage1_block0_proj_shortcut <- eltwise_stage0_block2_relu_stage0_block2_0_split_0
I1002 15:14:37.507124 21339 net.cpp:408] conv_stage1_block0_proj_shortcut -> conv_stage1_block0_proj_shortcut
I1002 15:14:37.508262 21339 net.cpp:150] Setting up conv_stage1_block0_proj_shortcut
I1002 15:14:37.508296 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.508311 21339 net.cpp:165] Memory required for data: 64827392
I1002 15:14:37.508337 21339 layer_factory.hpp:77] Creating layer bn_stage1_block0_proj_shortcut
I1002 15:14:37.508363 21339 net.cpp:100] Creating Layer bn_stage1_block0_proj_shortcut
I1002 15:14:37.508379 21339 net.cpp:434] bn_stage1_block0_proj_shortcut <- conv_stage1_block0_proj_shortcut
I1002 15:14:37.508409 21339 net.cpp:395] bn_stage1_block0_proj_shortcut -> conv_stage1_block0_proj_shortcut (in-place)
I1002 15:14:37.508473 21339 net.cpp:150] Setting up bn_stage1_block0_proj_shortcut
I1002 15:14:37.508497 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.508512 21339 net.cpp:165] Memory required for data: 65630208
I1002 15:14:37.508544 21339 layer_factory.hpp:77] Creating layer scale_stage1_block0_proj_shortcut
I1002 15:14:37.508572 21339 net.cpp:100] Creating Layer scale_stage1_block0_proj_shortcut
I1002 15:14:37.508589 21339 net.cpp:434] scale_stage1_block0_proj_shortcut <- conv_stage1_block0_proj_shortcut
I1002 15:14:37.508613 21339 net.cpp:395] scale_stage1_block0_proj_shortcut -> conv_stage1_block0_proj_shortcut (in-place)
I1002 15:14:37.508656 21339 layer_factory.hpp:77] Creating layer scale_stage1_block0_proj_shortcut
I1002 15:14:37.511005 21339 net.cpp:150] Setting up scale_stage1_block0_proj_shortcut
I1002 15:14:37.511049 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.511066 21339 net.cpp:165] Memory required for data: 66433024
I1002 15:14:37.511104 21339 layer_factory.hpp:77] Creating layer conv_stage1_block0_branch2a
I1002 15:14:37.511157 21339 net.cpp:100] Creating Layer conv_stage1_block0_branch2a
I1002 15:14:37.511181 21339 net.cpp:434] conv_stage1_block0_branch2a <- eltwise_stage0_block2_relu_stage0_block2_0_split_1
I1002 15:14:37.511216 21339 net.cpp:408] conv_stage1_block0_branch2a -> conv_stage1_block0_branch2a
I1002 15:14:37.511523 21339 net.cpp:150] Setting up conv_stage1_block0_branch2a
I1002 15:14:37.511571 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.511587 21339 net.cpp:165] Memory required for data: 66633728
I1002 15:14:37.511615 21339 layer_factory.hpp:77] Creating layer bn_stage1_block0_branch2a
I1002 15:14:37.511646 21339 net.cpp:100] Creating Layer bn_stage1_block0_branch2a
I1002 15:14:37.511667 21339 net.cpp:434] bn_stage1_block0_branch2a <- conv_stage1_block0_branch2a
I1002 15:14:37.511690 21339 net.cpp:395] bn_stage1_block0_branch2a -> conv_stage1_block0_branch2a (in-place)
I1002 15:14:37.511747 21339 net.cpp:150] Setting up bn_stage1_block0_branch2a
I1002 15:14:37.511780 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.511797 21339 net.cpp:165] Memory required for data: 66834432
I1002 15:14:37.511833 21339 layer_factory.hpp:77] Creating layer scale_stage1_block0_branch2a
I1002 15:14:37.511863 21339 net.cpp:100] Creating Layer scale_stage1_block0_branch2a
I1002 15:14:37.511881 21339 net.cpp:434] scale_stage1_block0_branch2a <- conv_stage1_block0_branch2a
I1002 15:14:37.511916 21339 net.cpp:395] scale_stage1_block0_branch2a -> conv_stage1_block0_branch2a (in-place)
I1002 15:14:37.511967 21339 layer_factory.hpp:77] Creating layer scale_stage1_block0_branch2a
I1002 15:14:37.512042 21339 net.cpp:150] Setting up scale_stage1_block0_branch2a
I1002 15:14:37.512070 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.512089 21339 net.cpp:165] Memory required for data: 67035136
I1002 15:14:37.512120 21339 layer_factory.hpp:77] Creating layer relu_stage1_block0_branch2a
I1002 15:14:37.512142 21339 net.cpp:100] Creating Layer relu_stage1_block0_branch2a
I1002 15:14:37.512153 21339 net.cpp:434] relu_stage1_block0_branch2a <- conv_stage1_block0_branch2a
I1002 15:14:37.512173 21339 net.cpp:395] relu_stage1_block0_branch2a -> conv_stage1_block0_branch2a (in-place)
I1002 15:14:37.512193 21339 net.cpp:150] Setting up relu_stage1_block0_branch2a
I1002 15:14:37.512207 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.512217 21339 net.cpp:165] Memory required for data: 67235840
I1002 15:14:37.512228 21339 layer_factory.hpp:77] Creating layer conv_stage1_block0_branch2b
I1002 15:14:37.512253 21339 net.cpp:100] Creating Layer conv_stage1_block0_branch2b
I1002 15:14:37.512265 21339 net.cpp:434] conv_stage1_block0_branch2b <- conv_stage1_block0_branch2a
I1002 15:14:37.512282 21339 net.cpp:408] conv_stage1_block0_branch2b -> conv_stage1_block0_branch2b
I1002 15:14:37.513041 21339 net.cpp:150] Setting up conv_stage1_block0_branch2b
I1002 15:14:37.513067 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.513077 21339 net.cpp:165] Memory required for data: 67436544
I1002 15:14:37.513093 21339 layer_factory.hpp:77] Creating layer bn_stage1_block0_branch2b
I1002 15:14:37.513110 21339 net.cpp:100] Creating Layer bn_stage1_block0_branch2b
I1002 15:14:37.513121 21339 net.cpp:434] bn_stage1_block0_branch2b <- conv_stage1_block0_branch2b
I1002 15:14:37.513178 21339 net.cpp:395] bn_stage1_block0_branch2b -> conv_stage1_block0_branch2b (in-place)
I1002 15:14:37.513250 21339 net.cpp:150] Setting up bn_stage1_block0_branch2b
I1002 15:14:37.513278 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.513289 21339 net.cpp:165] Memory required for data: 67637248
I1002 15:14:37.513311 21339 layer_factory.hpp:77] Creating layer scale_stage1_block0_branch2b
I1002 15:14:37.513334 21339 net.cpp:100] Creating Layer scale_stage1_block0_branch2b
I1002 15:14:37.513347 21339 net.cpp:434] scale_stage1_block0_branch2b <- conv_stage1_block0_branch2b
I1002 15:14:37.513363 21339 net.cpp:395] scale_stage1_block0_branch2b -> conv_stage1_block0_branch2b (in-place)
I1002 15:14:37.513397 21339 layer_factory.hpp:77] Creating layer scale_stage1_block0_branch2b
I1002 15:14:37.513447 21339 net.cpp:150] Setting up scale_stage1_block0_branch2b
I1002 15:14:37.513465 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.513476 21339 net.cpp:165] Memory required for data: 67837952
I1002 15:14:37.513494 21339 layer_factory.hpp:77] Creating layer relu_stage1_block0_branch2b
I1002 15:14:37.513514 21339 net.cpp:100] Creating Layer relu_stage1_block0_branch2b
I1002 15:14:37.513526 21339 net.cpp:434] relu_stage1_block0_branch2b <- conv_stage1_block0_branch2b
I1002 15:14:37.513543 21339 net.cpp:395] relu_stage1_block0_branch2b -> conv_stage1_block0_branch2b (in-place)
I1002 15:14:37.513561 21339 net.cpp:150] Setting up relu_stage1_block0_branch2b
I1002 15:14:37.513577 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.513587 21339 net.cpp:165] Memory required for data: 68038656
I1002 15:14:37.513597 21339 layer_factory.hpp:77] Creating layer conv_stage1_block0_branch2c
I1002 15:14:37.513625 21339 net.cpp:100] Creating Layer conv_stage1_block0_branch2c
I1002 15:14:37.513638 21339 net.cpp:434] conv_stage1_block0_branch2c <- conv_stage1_block0_branch2b
I1002 15:14:37.513660 21339 net.cpp:408] conv_stage1_block0_branch2c -> conv_stage1_block0_branch2c
I1002 15:14:37.514082 21339 net.cpp:150] Setting up conv_stage1_block0_branch2c
I1002 15:14:37.514106 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.514117 21339 net.cpp:165] Memory required for data: 68841472
I1002 15:14:37.514137 21339 layer_factory.hpp:77] Creating layer bn_stage1_block0_branch2c
I1002 15:14:37.514188 21339 net.cpp:100] Creating Layer bn_stage1_block0_branch2c
I1002 15:14:37.514201 21339 net.cpp:434] bn_stage1_block0_branch2c <- conv_stage1_block0_branch2c
I1002 15:14:37.514219 21339 net.cpp:395] bn_stage1_block0_branch2c -> conv_stage1_block0_branch2c (in-place)
I1002 15:14:37.514261 21339 net.cpp:150] Setting up bn_stage1_block0_branch2c
I1002 15:14:37.514282 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.514293 21339 net.cpp:165] Memory required for data: 69644288
I1002 15:14:37.514314 21339 layer_factory.hpp:77] Creating layer scale_stage1_block0_branch2c
I1002 15:14:37.514333 21339 net.cpp:100] Creating Layer scale_stage1_block0_branch2c
I1002 15:14:37.514343 21339 net.cpp:434] scale_stage1_block0_branch2c <- conv_stage1_block0_branch2c
I1002 15:14:37.514364 21339 net.cpp:395] scale_stage1_block0_branch2c -> conv_stage1_block0_branch2c (in-place)
I1002 15:14:37.514392 21339 layer_factory.hpp:77] Creating layer scale_stage1_block0_branch2c
I1002 15:14:37.514441 21339 net.cpp:150] Setting up scale_stage1_block0_branch2c
I1002 15:14:37.514458 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.514469 21339 net.cpp:165] Memory required for data: 70447104
I1002 15:14:37.514487 21339 layer_factory.hpp:77] Creating layer eltwise_stage1_block0
I1002 15:14:37.514508 21339 net.cpp:100] Creating Layer eltwise_stage1_block0
I1002 15:14:37.514520 21339 net.cpp:434] eltwise_stage1_block0 <- conv_stage1_block0_proj_shortcut
I1002 15:14:37.514533 21339 net.cpp:434] eltwise_stage1_block0 <- conv_stage1_block0_branch2c
I1002 15:14:37.514550 21339 net.cpp:408] eltwise_stage1_block0 -> eltwise_stage1_block0
I1002 15:14:37.514581 21339 net.cpp:150] Setting up eltwise_stage1_block0
I1002 15:14:37.525863 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.525897 21339 net.cpp:165] Memory required for data: 71249920
I1002 15:14:37.525928 21339 layer_factory.hpp:77] Creating layer relu_stage1_block0
I1002 15:14:37.525960 21339 net.cpp:100] Creating Layer relu_stage1_block0
I1002 15:14:37.525977 21339 net.cpp:434] relu_stage1_block0 <- eltwise_stage1_block0
I1002 15:14:37.526001 21339 net.cpp:395] relu_stage1_block0 -> eltwise_stage1_block0 (in-place)
I1002 15:14:37.526031 21339 net.cpp:150] Setting up relu_stage1_block0
I1002 15:14:37.526051 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.526062 21339 net.cpp:165] Memory required for data: 72052736
I1002 15:14:37.526077 21339 layer_factory.hpp:77] Creating layer eltwise_stage1_block0_relu_stage1_block0_0_split
I1002 15:14:37.526108 21339 net.cpp:100] Creating Layer eltwise_stage1_block0_relu_stage1_block0_0_split
I1002 15:14:37.526124 21339 net.cpp:434] eltwise_stage1_block0_relu_stage1_block0_0_split <- eltwise_stage1_block0
I1002 15:14:37.526144 21339 net.cpp:408] eltwise_stage1_block0_relu_stage1_block0_0_split -> eltwise_stage1_block0_relu_stage1_block0_0_split_0
I1002 15:14:37.526171 21339 net.cpp:408] eltwise_stage1_block0_relu_stage1_block0_0_split -> eltwise_stage1_block0_relu_stage1_block0_0_split_1
I1002 15:14:37.526199 21339 net.cpp:150] Setting up eltwise_stage1_block0_relu_stage1_block0_0_split
I1002 15:14:37.526218 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.526235 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.526247 21339 net.cpp:165] Memory required for data: 73658368
I1002 15:14:37.526262 21339 layer_factory.hpp:77] Creating layer conv_stage1_block1_branch2a
I1002 15:14:37.526296 21339 net.cpp:100] Creating Layer conv_stage1_block1_branch2a
I1002 15:14:37.526312 21339 net.cpp:434] conv_stage1_block1_branch2a <- eltwise_stage1_block0_relu_stage1_block0_0_split_0
I1002 15:14:37.526336 21339 net.cpp:408] conv_stage1_block1_branch2a -> conv_stage1_block1_branch2a
I1002 15:14:37.526685 21339 net.cpp:150] Setting up conv_stage1_block1_branch2a
I1002 15:14:37.526710 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.526722 21339 net.cpp:165] Memory required for data: 73859072
I1002 15:14:37.526747 21339 layer_factory.hpp:77] Creating layer bn_stage1_block1_branch2a
I1002 15:14:37.526772 21339 net.cpp:100] Creating Layer bn_stage1_block1_branch2a
I1002 15:14:37.526787 21339 net.cpp:434] bn_stage1_block1_branch2a <- conv_stage1_block1_branch2a
I1002 15:14:37.526808 21339 net.cpp:395] bn_stage1_block1_branch2a -> conv_stage1_block1_branch2a (in-place)
I1002 15:14:37.527007 21339 net.cpp:150] Setting up bn_stage1_block1_branch2a
I1002 15:14:37.527041 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.527058 21339 net.cpp:165] Memory required for data: 74059776
I1002 15:14:37.527086 21339 layer_factory.hpp:77] Creating layer scale_stage1_block1_branch2a
I1002 15:14:37.527108 21339 net.cpp:100] Creating Layer scale_stage1_block1_branch2a
I1002 15:14:37.527132 21339 net.cpp:434] scale_stage1_block1_branch2a <- conv_stage1_block1_branch2a
I1002 15:14:37.527158 21339 net.cpp:395] scale_stage1_block1_branch2a -> conv_stage1_block1_branch2a (in-place)
I1002 15:14:37.527196 21339 layer_factory.hpp:77] Creating layer scale_stage1_block1_branch2a
I1002 15:14:37.527261 21339 net.cpp:150] Setting up scale_stage1_block1_branch2a
I1002 15:14:37.527285 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.527297 21339 net.cpp:165] Memory required for data: 74260480
I1002 15:14:37.527319 21339 layer_factory.hpp:77] Creating layer relu_stage1_block1_branch2a
I1002 15:14:37.527338 21339 net.cpp:100] Creating Layer relu_stage1_block1_branch2a
I1002 15:14:37.527353 21339 net.cpp:434] relu_stage1_block1_branch2a <- conv_stage1_block1_branch2a
I1002 15:14:37.527371 21339 net.cpp:395] relu_stage1_block1_branch2a -> conv_stage1_block1_branch2a (in-place)
I1002 15:14:37.527396 21339 net.cpp:150] Setting up relu_stage1_block1_branch2a
I1002 15:14:37.527416 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.527428 21339 net.cpp:165] Memory required for data: 74461184
I1002 15:14:37.527442 21339 layer_factory.hpp:77] Creating layer conv_stage1_block1_branch2b
I1002 15:14:37.527468 21339 net.cpp:100] Creating Layer conv_stage1_block1_branch2b
I1002 15:14:37.527482 21339 net.cpp:434] conv_stage1_block1_branch2b <- conv_stage1_block1_branch2a
I1002 15:14:37.527504 21339 net.cpp:408] conv_stage1_block1_branch2b -> conv_stage1_block1_branch2b
I1002 15:14:37.528283 21339 net.cpp:150] Setting up conv_stage1_block1_branch2b
I1002 15:14:37.528321 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.528337 21339 net.cpp:165] Memory required for data: 74661888
I1002 15:14:37.528365 21339 layer_factory.hpp:77] Creating layer bn_stage1_block1_branch2b
I1002 15:14:37.528399 21339 net.cpp:100] Creating Layer bn_stage1_block1_branch2b
I1002 15:14:37.528422 21339 net.cpp:434] bn_stage1_block1_branch2b <- conv_stage1_block1_branch2b
I1002 15:14:37.528453 21339 net.cpp:395] bn_stage1_block1_branch2b -> conv_stage1_block1_branch2b (in-place)
I1002 15:14:37.528515 21339 net.cpp:150] Setting up bn_stage1_block1_branch2b
I1002 15:14:37.528543 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.528559 21339 net.cpp:165] Memory required for data: 74862592
I1002 15:14:37.528592 21339 layer_factory.hpp:77] Creating layer scale_stage1_block1_branch2b
I1002 15:14:37.528973 21339 net.cpp:100] Creating Layer scale_stage1_block1_branch2b
I1002 15:14:37.529019 21339 net.cpp:434] scale_stage1_block1_branch2b <- conv_stage1_block1_branch2b
I1002 15:14:37.529058 21339 net.cpp:395] scale_stage1_block1_branch2b -> conv_stage1_block1_branch2b (in-place)
I1002 15:14:37.529103 21339 layer_factory.hpp:77] Creating layer scale_stage1_block1_branch2b
I1002 15:14:37.529173 21339 net.cpp:150] Setting up scale_stage1_block1_branch2b
I1002 15:14:37.529202 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.529219 21339 net.cpp:165] Memory required for data: 75063296
I1002 15:14:37.529264 21339 layer_factory.hpp:77] Creating layer relu_stage1_block1_branch2b
I1002 15:14:37.529296 21339 net.cpp:100] Creating Layer relu_stage1_block1_branch2b
I1002 15:14:37.529333 21339 net.cpp:434] relu_stage1_block1_branch2b <- conv_stage1_block1_branch2b
I1002 15:14:37.529363 21339 net.cpp:395] relu_stage1_block1_branch2b -> conv_stage1_block1_branch2b (in-place)
I1002 15:14:37.529402 21339 net.cpp:150] Setting up relu_stage1_block1_branch2b
I1002 15:14:37.529434 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.529453 21339 net.cpp:165] Memory required for data: 75264000
I1002 15:14:37.529476 21339 layer_factory.hpp:77] Creating layer conv_stage1_block1_branch2c
I1002 15:14:37.529515 21339 net.cpp:100] Creating Layer conv_stage1_block1_branch2c
I1002 15:14:37.529532 21339 net.cpp:434] conv_stage1_block1_branch2c <- conv_stage1_block1_branch2b
I1002 15:14:37.529556 21339 net.cpp:408] conv_stage1_block1_branch2c -> conv_stage1_block1_branch2c
I1002 15:14:37.529952 21339 net.cpp:150] Setting up conv_stage1_block1_branch2c
I1002 15:14:37.529973 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.529981 21339 net.cpp:165] Memory required for data: 76066816
I1002 15:14:37.529995 21339 layer_factory.hpp:77] Creating layer bn_stage1_block1_branch2c
I1002 15:14:37.530014 21339 net.cpp:100] Creating Layer bn_stage1_block1_branch2c
I1002 15:14:37.530024 21339 net.cpp:434] bn_stage1_block1_branch2c <- conv_stage1_block1_branch2c
I1002 15:14:37.530035 21339 net.cpp:395] bn_stage1_block1_branch2c -> conv_stage1_block1_branch2c (in-place)
I1002 15:14:37.530071 21339 net.cpp:150] Setting up bn_stage1_block1_branch2c
I1002 15:14:37.530086 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.530095 21339 net.cpp:165] Memory required for data: 76869632
I1002 15:14:37.530110 21339 layer_factory.hpp:77] Creating layer scale_stage1_block1_branch2c
I1002 15:14:37.530124 21339 net.cpp:100] Creating Layer scale_stage1_block1_branch2c
I1002 15:14:37.530133 21339 net.cpp:434] scale_stage1_block1_branch2c <- conv_stage1_block1_branch2c
I1002 15:14:37.530148 21339 net.cpp:395] scale_stage1_block1_branch2c -> conv_stage1_block1_branch2c (in-place)
I1002 15:14:37.530171 21339 layer_factory.hpp:77] Creating layer scale_stage1_block1_branch2c
I1002 15:14:37.530207 21339 net.cpp:150] Setting up scale_stage1_block1_branch2c
I1002 15:14:37.530223 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.530231 21339 net.cpp:165] Memory required for data: 77672448
I1002 15:14:37.530246 21339 layer_factory.hpp:77] Creating layer eltwise_stage1_block1
I1002 15:14:37.530259 21339 net.cpp:100] Creating Layer eltwise_stage1_block1
I1002 15:14:37.530269 21339 net.cpp:434] eltwise_stage1_block1 <- eltwise_stage1_block0_relu_stage1_block0_0_split_1
I1002 15:14:37.530280 21339 net.cpp:434] eltwise_stage1_block1 <- conv_stage1_block1_branch2c
I1002 15:14:37.530295 21339 net.cpp:408] eltwise_stage1_block1 -> eltwise_stage1_block1
I1002 15:14:37.530315 21339 net.cpp:150] Setting up eltwise_stage1_block1
I1002 15:14:37.530328 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.530335 21339 net.cpp:165] Memory required for data: 78475264
I1002 15:14:37.530344 21339 layer_factory.hpp:77] Creating layer relu_stage1_block1
I1002 15:14:37.530356 21339 net.cpp:100] Creating Layer relu_stage1_block1
I1002 15:14:37.530364 21339 net.cpp:434] relu_stage1_block1 <- eltwise_stage1_block1
I1002 15:14:37.530376 21339 net.cpp:395] relu_stage1_block1 -> eltwise_stage1_block1 (in-place)
I1002 15:14:37.530390 21339 net.cpp:150] Setting up relu_stage1_block1
I1002 15:14:37.530400 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.530408 21339 net.cpp:165] Memory required for data: 79278080
I1002 15:14:37.530416 21339 layer_factory.hpp:77] Creating layer eltwise_stage1_block1_relu_stage1_block1_0_split
I1002 15:14:37.530428 21339 net.cpp:100] Creating Layer eltwise_stage1_block1_relu_stage1_block1_0_split
I1002 15:14:37.530437 21339 net.cpp:434] eltwise_stage1_block1_relu_stage1_block1_0_split <- eltwise_stage1_block1
I1002 15:14:37.530449 21339 net.cpp:408] eltwise_stage1_block1_relu_stage1_block1_0_split -> eltwise_stage1_block1_relu_stage1_block1_0_split_0
I1002 15:14:37.530473 21339 net.cpp:408] eltwise_stage1_block1_relu_stage1_block1_0_split -> eltwise_stage1_block1_relu_stage1_block1_0_split_1
I1002 15:14:37.530493 21339 net.cpp:150] Setting up eltwise_stage1_block1_relu_stage1_block1_0_split
I1002 15:14:37.530504 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.530515 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.530522 21339 net.cpp:165] Memory required for data: 80883712
I1002 15:14:37.530531 21339 layer_factory.hpp:77] Creating layer conv_stage1_block2_branch2a
I1002 15:14:37.530552 21339 net.cpp:100] Creating Layer conv_stage1_block2_branch2a
I1002 15:14:37.530563 21339 net.cpp:434] conv_stage1_block2_branch2a <- eltwise_stage1_block1_relu_stage1_block1_0_split_0
I1002 15:14:37.530582 21339 net.cpp:408] conv_stage1_block2_branch2a -> conv_stage1_block2_branch2a
I1002 15:14:37.530890 21339 net.cpp:150] Setting up conv_stage1_block2_branch2a
I1002 15:14:37.530907 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.530915 21339 net.cpp:165] Memory required for data: 81084416
I1002 15:14:37.530930 21339 layer_factory.hpp:77] Creating layer bn_stage1_block2_branch2a
I1002 15:14:37.530948 21339 net.cpp:100] Creating Layer bn_stage1_block2_branch2a
I1002 15:14:37.530957 21339 net.cpp:434] bn_stage1_block2_branch2a <- conv_stage1_block2_branch2a
I1002 15:14:37.530971 21339 net.cpp:395] bn_stage1_block2_branch2a -> conv_stage1_block2_branch2a (in-place)
I1002 15:14:37.531002 21339 net.cpp:150] Setting up bn_stage1_block2_branch2a
I1002 15:14:37.531018 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.531026 21339 net.cpp:165] Memory required for data: 81285120
I1002 15:14:37.531071 21339 layer_factory.hpp:77] Creating layer scale_stage1_block2_branch2a
I1002 15:14:37.531087 21339 net.cpp:100] Creating Layer scale_stage1_block2_branch2a
I1002 15:14:37.531097 21339 net.cpp:434] scale_stage1_block2_branch2a <- conv_stage1_block2_branch2a
I1002 15:14:37.531110 21339 net.cpp:395] scale_stage1_block2_branch2a -> conv_stage1_block2_branch2a (in-place)
I1002 15:14:37.531136 21339 layer_factory.hpp:77] Creating layer scale_stage1_block2_branch2a
I1002 15:14:37.531167 21339 net.cpp:150] Setting up scale_stage1_block2_branch2a
I1002 15:14:37.531182 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.531189 21339 net.cpp:165] Memory required for data: 81485824
I1002 15:14:37.531203 21339 layer_factory.hpp:77] Creating layer relu_stage1_block2_branch2a
I1002 15:14:37.531215 21339 net.cpp:100] Creating Layer relu_stage1_block2_branch2a
I1002 15:14:37.531224 21339 net.cpp:434] relu_stage1_block2_branch2a <- conv_stage1_block2_branch2a
I1002 15:14:37.531239 21339 net.cpp:395] relu_stage1_block2_branch2a -> conv_stage1_block2_branch2a (in-place)
I1002 15:14:37.531253 21339 net.cpp:150] Setting up relu_stage1_block2_branch2a
I1002 15:14:37.531265 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.531272 21339 net.cpp:165] Memory required for data: 81686528
I1002 15:14:37.531280 21339 layer_factory.hpp:77] Creating layer conv_stage1_block2_branch2b
I1002 15:14:37.531298 21339 net.cpp:100] Creating Layer conv_stage1_block2_branch2b
I1002 15:14:37.531307 21339 net.cpp:434] conv_stage1_block2_branch2b <- conv_stage1_block2_branch2a
I1002 15:14:37.531322 21339 net.cpp:408] conv_stage1_block2_branch2b -> conv_stage1_block2_branch2b
I1002 15:14:37.531944 21339 net.cpp:150] Setting up conv_stage1_block2_branch2b
I1002 15:14:37.531963 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.531972 21339 net.cpp:165] Memory required for data: 81887232
I1002 15:14:37.531985 21339 layer_factory.hpp:77] Creating layer bn_stage1_block2_branch2b
I1002 15:14:37.531999 21339 net.cpp:100] Creating Layer bn_stage1_block2_branch2b
I1002 15:14:37.532008 21339 net.cpp:434] bn_stage1_block2_branch2b <- conv_stage1_block2_branch2b
I1002 15:14:37.532024 21339 net.cpp:395] bn_stage1_block2_branch2b -> conv_stage1_block2_branch2b (in-place)
I1002 15:14:37.532058 21339 net.cpp:150] Setting up bn_stage1_block2_branch2b
I1002 15:14:37.532070 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.532078 21339 net.cpp:165] Memory required for data: 82087936
I1002 15:14:37.532094 21339 layer_factory.hpp:77] Creating layer scale_stage1_block2_branch2b
I1002 15:14:37.532110 21339 net.cpp:100] Creating Layer scale_stage1_block2_branch2b
I1002 15:14:37.532120 21339 net.cpp:434] scale_stage1_block2_branch2b <- conv_stage1_block2_branch2b
I1002 15:14:37.532132 21339 net.cpp:395] scale_stage1_block2_branch2b -> conv_stage1_block2_branch2b (in-place)
I1002 15:14:37.532155 21339 layer_factory.hpp:77] Creating layer scale_stage1_block2_branch2b
I1002 15:14:37.532194 21339 net.cpp:150] Setting up scale_stage1_block2_branch2b
I1002 15:14:37.532208 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.532217 21339 net.cpp:165] Memory required for data: 82288640
I1002 15:14:37.532229 21339 layer_factory.hpp:77] Creating layer relu_stage1_block2_branch2b
I1002 15:14:37.532246 21339 net.cpp:100] Creating Layer relu_stage1_block2_branch2b
I1002 15:14:37.532256 21339 net.cpp:434] relu_stage1_block2_branch2b <- conv_stage1_block2_branch2b
I1002 15:14:37.532268 21339 net.cpp:395] relu_stage1_block2_branch2b -> conv_stage1_block2_branch2b (in-place)
I1002 15:14:37.532282 21339 net.cpp:150] Setting up relu_stage1_block2_branch2b
I1002 15:14:37.532294 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.532301 21339 net.cpp:165] Memory required for data: 82489344
I1002 15:14:37.532310 21339 layer_factory.hpp:77] Creating layer conv_stage1_block2_branch2c
I1002 15:14:37.532330 21339 net.cpp:100] Creating Layer conv_stage1_block2_branch2c
I1002 15:14:37.539790 21339 net.cpp:434] conv_stage1_block2_branch2c <- conv_stage1_block2_branch2b
I1002 15:14:37.539867 21339 net.cpp:408] conv_stage1_block2_branch2c -> conv_stage1_block2_branch2c
I1002 15:14:37.540397 21339 net.cpp:150] Setting up conv_stage1_block2_branch2c
I1002 15:14:37.540431 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.540443 21339 net.cpp:165] Memory required for data: 83292160
I1002 15:14:37.540472 21339 layer_factory.hpp:77] Creating layer bn_stage1_block2_branch2c
I1002 15:14:37.540503 21339 net.cpp:100] Creating Layer bn_stage1_block2_branch2c
I1002 15:14:37.540520 21339 net.cpp:434] bn_stage1_block2_branch2c <- conv_stage1_block2_branch2c
I1002 15:14:37.540549 21339 net.cpp:395] bn_stage1_block2_branch2c -> conv_stage1_block2_branch2c (in-place)
I1002 15:14:37.540608 21339 net.cpp:150] Setting up bn_stage1_block2_branch2c
I1002 15:14:37.540630 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.540642 21339 net.cpp:165] Memory required for data: 84094976
I1002 15:14:37.540670 21339 layer_factory.hpp:77] Creating layer scale_stage1_block2_branch2c
I1002 15:14:37.540693 21339 net.cpp:100] Creating Layer scale_stage1_block2_branch2c
I1002 15:14:37.540707 21339 net.cpp:434] scale_stage1_block2_branch2c <- conv_stage1_block2_branch2c
I1002 15:14:37.540731 21339 net.cpp:395] scale_stage1_block2_branch2c -> conv_stage1_block2_branch2c (in-place)
I1002 15:14:37.540773 21339 layer_factory.hpp:77] Creating layer scale_stage1_block2_branch2c
I1002 15:14:37.540832 21339 net.cpp:150] Setting up scale_stage1_block2_branch2c
I1002 15:14:37.540853 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.540859 21339 net.cpp:165] Memory required for data: 84897792
I1002 15:14:37.540873 21339 layer_factory.hpp:77] Creating layer eltwise_stage1_block2
I1002 15:14:37.540887 21339 net.cpp:100] Creating Layer eltwise_stage1_block2
I1002 15:14:37.540901 21339 net.cpp:434] eltwise_stage1_block2 <- eltwise_stage1_block1_relu_stage1_block1_0_split_1
I1002 15:14:37.540920 21339 net.cpp:434] eltwise_stage1_block2 <- conv_stage1_block2_branch2c
I1002 15:14:37.540937 21339 net.cpp:408] eltwise_stage1_block2 -> eltwise_stage1_block2
I1002 15:14:37.540968 21339 net.cpp:150] Setting up eltwise_stage1_block2
I1002 15:14:37.540990 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.541004 21339 net.cpp:165] Memory required for data: 85700608
I1002 15:14:37.541018 21339 layer_factory.hpp:77] Creating layer relu_stage1_block2
I1002 15:14:37.541038 21339 net.cpp:100] Creating Layer relu_stage1_block2
I1002 15:14:37.541054 21339 net.cpp:434] relu_stage1_block2 <- eltwise_stage1_block2
I1002 15:14:37.541079 21339 net.cpp:395] relu_stage1_block2 -> eltwise_stage1_block2 (in-place)
I1002 15:14:37.541103 21339 net.cpp:150] Setting up relu_stage1_block2
I1002 15:14:37.541124 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.541136 21339 net.cpp:165] Memory required for data: 86503424
I1002 15:14:37.541149 21339 layer_factory.hpp:77] Creating layer eltwise_stage1_block2_relu_stage1_block2_0_split
I1002 15:14:37.541172 21339 net.cpp:100] Creating Layer eltwise_stage1_block2_relu_stage1_block2_0_split
I1002 15:14:37.541185 21339 net.cpp:434] eltwise_stage1_block2_relu_stage1_block2_0_split <- eltwise_stage1_block2
I1002 15:14:37.541206 21339 net.cpp:408] eltwise_stage1_block2_relu_stage1_block2_0_split -> eltwise_stage1_block2_relu_stage1_block2_0_split_0
I1002 15:14:37.541232 21339 net.cpp:408] eltwise_stage1_block2_relu_stage1_block2_0_split -> eltwise_stage1_block2_relu_stage1_block2_0_split_1
I1002 15:14:37.541261 21339 net.cpp:150] Setting up eltwise_stage1_block2_relu_stage1_block2_0_split
I1002 15:14:37.541285 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.541303 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.541316 21339 net.cpp:165] Memory required for data: 88109056
I1002 15:14:37.541330 21339 layer_factory.hpp:77] Creating layer conv_stage1_block3_branch2a
I1002 15:14:37.541368 21339 net.cpp:100] Creating Layer conv_stage1_block3_branch2a
I1002 15:14:37.541385 21339 net.cpp:434] conv_stage1_block3_branch2a <- eltwise_stage1_block2_relu_stage1_block2_0_split_0
I1002 15:14:37.541417 21339 net.cpp:408] conv_stage1_block3_branch2a -> conv_stage1_block3_branch2a
I1002 15:14:37.541887 21339 net.cpp:150] Setting up conv_stage1_block3_branch2a
I1002 15:14:37.541916 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.541930 21339 net.cpp:165] Memory required for data: 88309760
I1002 15:14:37.541954 21339 layer_factory.hpp:77] Creating layer bn_stage1_block3_branch2a
I1002 15:14:37.541981 21339 net.cpp:100] Creating Layer bn_stage1_block3_branch2a
I1002 15:14:37.541998 21339 net.cpp:434] bn_stage1_block3_branch2a <- conv_stage1_block3_branch2a
I1002 15:14:37.542018 21339 net.cpp:395] bn_stage1_block3_branch2a -> conv_stage1_block3_branch2a (in-place)
I1002 15:14:37.542074 21339 net.cpp:150] Setting up bn_stage1_block3_branch2a
I1002 15:14:37.542094 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.542107 21339 net.cpp:165] Memory required for data: 88510464
I1002 15:14:37.542135 21339 layer_factory.hpp:77] Creating layer scale_stage1_block3_branch2a
I1002 15:14:37.542155 21339 net.cpp:100] Creating Layer scale_stage1_block3_branch2a
I1002 15:14:37.542168 21339 net.cpp:434] scale_stage1_block3_branch2a <- conv_stage1_block3_branch2a
I1002 15:14:37.542191 21339 net.cpp:395] scale_stage1_block3_branch2a -> conv_stage1_block3_branch2a (in-place)
I1002 15:14:37.542224 21339 layer_factory.hpp:77] Creating layer scale_stage1_block3_branch2a
I1002 15:14:37.542276 21339 net.cpp:150] Setting up scale_stage1_block3_branch2a
I1002 15:14:37.542290 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.542296 21339 net.cpp:165] Memory required for data: 88711168
I1002 15:14:37.542312 21339 layer_factory.hpp:77] Creating layer relu_stage1_block3_branch2a
I1002 15:14:37.542325 21339 net.cpp:100] Creating Layer relu_stage1_block3_branch2a
I1002 15:14:37.542335 21339 net.cpp:434] relu_stage1_block3_branch2a <- conv_stage1_block3_branch2a
I1002 15:14:37.542357 21339 net.cpp:395] relu_stage1_block3_branch2a -> conv_stage1_block3_branch2a (in-place)
I1002 15:14:37.542373 21339 net.cpp:150] Setting up relu_stage1_block3_branch2a
I1002 15:14:37.542385 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.542393 21339 net.cpp:165] Memory required for data: 88911872
I1002 15:14:37.542402 21339 layer_factory.hpp:77] Creating layer conv_stage1_block3_branch2b
I1002 15:14:37.542428 21339 net.cpp:100] Creating Layer conv_stage1_block3_branch2b
I1002 15:14:37.542443 21339 net.cpp:434] conv_stage1_block3_branch2b <- conv_stage1_block3_branch2a
I1002 15:14:37.542470 21339 net.cpp:408] conv_stage1_block3_branch2b -> conv_stage1_block3_branch2b
I1002 15:14:37.543176 21339 net.cpp:150] Setting up conv_stage1_block3_branch2b
I1002 15:14:37.543200 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.543210 21339 net.cpp:165] Memory required for data: 89112576
I1002 15:14:37.543225 21339 layer_factory.hpp:77] Creating layer bn_stage1_block3_branch2b
I1002 15:14:37.543241 21339 net.cpp:100] Creating Layer bn_stage1_block3_branch2b
I1002 15:14:37.543251 21339 net.cpp:434] bn_stage1_block3_branch2b <- conv_stage1_block3_branch2b
I1002 15:14:37.543268 21339 net.cpp:395] bn_stage1_block3_branch2b -> conv_stage1_block3_branch2b (in-place)
I1002 15:14:37.543305 21339 net.cpp:150] Setting up bn_stage1_block3_branch2b
I1002 15:14:37.543319 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.543329 21339 net.cpp:165] Memory required for data: 89313280
I1002 15:14:37.543345 21339 layer_factory.hpp:77] Creating layer scale_stage1_block3_branch2b
I1002 15:14:37.543364 21339 net.cpp:100] Creating Layer scale_stage1_block3_branch2b
I1002 15:14:37.543373 21339 net.cpp:434] scale_stage1_block3_branch2b <- conv_stage1_block3_branch2b
I1002 15:14:37.543392 21339 net.cpp:395] scale_stage1_block3_branch2b -> conv_stage1_block3_branch2b (in-place)
I1002 15:14:37.543416 21339 layer_factory.hpp:77] Creating layer scale_stage1_block3_branch2b
I1002 15:14:37.543454 21339 net.cpp:150] Setting up scale_stage1_block3_branch2b
I1002 15:14:37.544770 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.544806 21339 net.cpp:165] Memory required for data: 89513984
I1002 15:14:37.544860 21339 layer_factory.hpp:77] Creating layer relu_stage1_block3_branch2b
I1002 15:14:37.544901 21339 net.cpp:100] Creating Layer relu_stage1_block3_branch2b
I1002 15:14:37.544934 21339 net.cpp:434] relu_stage1_block3_branch2b <- conv_stage1_block3_branch2b
I1002 15:14:37.544962 21339 net.cpp:395] relu_stage1_block3_branch2b -> conv_stage1_block3_branch2b (in-place)
I1002 15:14:37.544987 21339 net.cpp:150] Setting up relu_stage1_block3_branch2b
I1002 15:14:37.545006 21339 net.cpp:157] Top shape: 1 64 28 28 (50176)
I1002 15:14:37.545018 21339 net.cpp:165] Memory required for data: 89714688
I1002 15:14:37.545029 21339 layer_factory.hpp:77] Creating layer conv_stage1_block3_branch2c
I1002 15:14:37.545115 21339 net.cpp:100] Creating Layer conv_stage1_block3_branch2c
I1002 15:14:37.545135 21339 net.cpp:434] conv_stage1_block3_branch2c <- conv_stage1_block3_branch2b
I1002 15:14:37.545159 21339 net.cpp:408] conv_stage1_block3_branch2c -> conv_stage1_block3_branch2c
I1002 15:14:37.545531 21339 net.cpp:150] Setting up conv_stage1_block3_branch2c
I1002 15:14:37.545557 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.545570 21339 net.cpp:165] Memory required for data: 90517504
I1002 15:14:37.545595 21339 layer_factory.hpp:77] Creating layer bn_stage1_block3_branch2c
I1002 15:14:37.545621 21339 net.cpp:100] Creating Layer bn_stage1_block3_branch2c
I1002 15:14:37.545639 21339 net.cpp:434] bn_stage1_block3_branch2c <- conv_stage1_block3_branch2c
I1002 15:14:37.545658 21339 net.cpp:395] bn_stage1_block3_branch2c -> conv_stage1_block3_branch2c (in-place)
I1002 15:14:37.545706 21339 net.cpp:150] Setting up bn_stage1_block3_branch2c
I1002 15:14:37.545728 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.545742 21339 net.cpp:165] Memory required for data: 91320320
I1002 15:14:37.545788 21339 layer_factory.hpp:77] Creating layer scale_stage1_block3_branch2c
I1002 15:14:37.545816 21339 net.cpp:100] Creating Layer scale_stage1_block3_branch2c
I1002 15:14:37.545833 21339 net.cpp:434] scale_stage1_block3_branch2c <- conv_stage1_block3_branch2c
I1002 15:14:37.545855 21339 net.cpp:395] scale_stage1_block3_branch2c -> conv_stage1_block3_branch2c (in-place)
I1002 15:14:37.545894 21339 layer_factory.hpp:77] Creating layer scale_stage1_block3_branch2c
I1002 15:14:37.545948 21339 net.cpp:150] Setting up scale_stage1_block3_branch2c
I1002 15:14:37.545969 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.545984 21339 net.cpp:165] Memory required for data: 92123136
I1002 15:14:37.546006 21339 layer_factory.hpp:77] Creating layer eltwise_stage1_block3
I1002 15:14:37.546028 21339 net.cpp:100] Creating Layer eltwise_stage1_block3
I1002 15:14:37.546044 21339 net.cpp:434] eltwise_stage1_block3 <- eltwise_stage1_block2_relu_stage1_block2_0_split_1
I1002 15:14:37.546063 21339 net.cpp:434] eltwise_stage1_block3 <- conv_stage1_block3_branch2c
I1002 15:14:37.546084 21339 net.cpp:408] eltwise_stage1_block3 -> eltwise_stage1_block3
I1002 15:14:37.546113 21339 net.cpp:150] Setting up eltwise_stage1_block3
I1002 15:14:37.546133 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.546146 21339 net.cpp:165] Memory required for data: 92925952
I1002 15:14:37.546162 21339 layer_factory.hpp:77] Creating layer relu_stage1_block3
I1002 15:14:37.546187 21339 net.cpp:100] Creating Layer relu_stage1_block3
I1002 15:14:37.546203 21339 net.cpp:434] relu_stage1_block3 <- eltwise_stage1_block3
I1002 15:14:37.546223 21339 net.cpp:395] relu_stage1_block3 -> eltwise_stage1_block3 (in-place)
I1002 15:14:37.546246 21339 net.cpp:150] Setting up relu_stage1_block3
I1002 15:14:37.546264 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.546277 21339 net.cpp:165] Memory required for data: 93728768
I1002 15:14:37.546293 21339 layer_factory.hpp:77] Creating layer eltwise_stage1_block3_relu_stage1_block3_0_split
I1002 15:14:37.546314 21339 net.cpp:100] Creating Layer eltwise_stage1_block3_relu_stage1_block3_0_split
I1002 15:14:37.546329 21339 net.cpp:434] eltwise_stage1_block3_relu_stage1_block3_0_split <- eltwise_stage1_block3
I1002 15:14:37.546350 21339 net.cpp:408] eltwise_stage1_block3_relu_stage1_block3_0_split -> eltwise_stage1_block3_relu_stage1_block3_0_split_0
I1002 15:14:37.546375 21339 net.cpp:408] eltwise_stage1_block3_relu_stage1_block3_0_split -> eltwise_stage1_block3_relu_stage1_block3_0_split_1
I1002 15:14:37.546401 21339 net.cpp:150] Setting up eltwise_stage1_block3_relu_stage1_block3_0_split
I1002 15:14:37.546421 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.546438 21339 net.cpp:157] Top shape: 1 256 28 28 (200704)
I1002 15:14:37.546452 21339 net.cpp:165] Memory required for data: 95334400
I1002 15:14:37.546468 21339 layer_factory.hpp:77] Creating layer conv_stage2_block0_proj_shortcut
I1002 15:14:37.546509 21339 net.cpp:100] Creating Layer conv_stage2_block0_proj_shortcut
I1002 15:14:37.546528 21339 net.cpp:434] conv_stage2_block0_proj_shortcut <- eltwise_stage1_block3_relu_stage1_block3_0_split_0
I1002 15:14:37.546553 21339 net.cpp:408] conv_stage2_block0_proj_shortcut -> conv_stage2_block0_proj_shortcut
I1002 15:14:37.549093 21339 net.cpp:150] Setting up conv_stage2_block0_proj_shortcut
I1002 15:14:37.549123 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.549136 21339 net.cpp:165] Memory required for data: 95735808
I1002 15:14:37.549160 21339 layer_factory.hpp:77] Creating layer bn_stage2_block0_proj_shortcut
I1002 15:14:37.549186 21339 net.cpp:100] Creating Layer bn_stage2_block0_proj_shortcut
I1002 15:14:37.549203 21339 net.cpp:434] bn_stage2_block0_proj_shortcut <- conv_stage2_block0_proj_shortcut
I1002 15:14:37.549224 21339 net.cpp:395] bn_stage2_block0_proj_shortcut -> conv_stage2_block0_proj_shortcut (in-place)
I1002 15:14:37.549283 21339 net.cpp:150] Setting up bn_stage2_block0_proj_shortcut
I1002 15:14:37.549304 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.549317 21339 net.cpp:165] Memory required for data: 96137216
I1002 15:14:37.549342 21339 layer_factory.hpp:77] Creating layer scale_stage2_block0_proj_shortcut
I1002 15:14:37.549368 21339 net.cpp:100] Creating Layer scale_stage2_block0_proj_shortcut
I1002 15:14:37.549384 21339 net.cpp:434] scale_stage2_block0_proj_shortcut <- conv_stage2_block0_proj_shortcut
I1002 15:14:37.549409 21339 net.cpp:395] scale_stage2_block0_proj_shortcut -> conv_stage2_block0_proj_shortcut (in-place)
I1002 15:14:37.549448 21339 layer_factory.hpp:77] Creating layer scale_stage2_block0_proj_shortcut
I1002 15:14:37.549495 21339 net.cpp:150] Setting up scale_stage2_block0_proj_shortcut
I1002 15:14:37.549518 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.549531 21339 net.cpp:165] Memory required for data: 96538624
I1002 15:14:37.549556 21339 layer_factory.hpp:77] Creating layer conv_stage2_block0_branch2a
I1002 15:14:37.549587 21339 net.cpp:100] Creating Layer conv_stage2_block0_branch2a
I1002 15:14:37.549604 21339 net.cpp:434] conv_stage2_block0_branch2a <- eltwise_stage1_block3_relu_stage1_block3_0_split_1
I1002 15:14:37.549633 21339 net.cpp:408] conv_stage2_block0_branch2a -> conv_stage2_block0_branch2a
I1002 15:14:37.550451 21339 net.cpp:150] Setting up conv_stage2_block0_branch2a
I1002 15:14:37.550477 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.550489 21339 net.cpp:165] Memory required for data: 96638976
I1002 15:14:37.550513 21339 layer_factory.hpp:77] Creating layer bn_stage2_block0_branch2a
I1002 15:14:37.550535 21339 net.cpp:100] Creating Layer bn_stage2_block0_branch2a
I1002 15:14:37.550549 21339 net.cpp:434] bn_stage2_block0_branch2a <- conv_stage2_block0_branch2a
I1002 15:14:37.550568 21339 net.cpp:395] bn_stage2_block0_branch2a -> conv_stage2_block0_branch2a (in-place)
I1002 15:14:37.575078 21339 net.cpp:150] Setting up bn_stage2_block0_branch2a
I1002 15:14:37.575124 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.575140 21339 net.cpp:165] Memory required for data: 96739328
I1002 15:14:37.575177 21339 layer_factory.hpp:77] Creating layer scale_stage2_block0_branch2a
I1002 15:14:37.575206 21339 net.cpp:100] Creating Layer scale_stage2_block0_branch2a
I1002 15:14:37.575220 21339 net.cpp:434] scale_stage2_block0_branch2a <- conv_stage2_block0_branch2a
I1002 15:14:37.575249 21339 net.cpp:395] scale_stage2_block0_branch2a -> conv_stage2_block0_branch2a (in-place)
I1002 15:14:37.575286 21339 layer_factory.hpp:77] Creating layer scale_stage2_block0_branch2a
I1002 15:14:37.575338 21339 net.cpp:150] Setting up scale_stage2_block0_branch2a
I1002 15:14:37.575359 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.575371 21339 net.cpp:165] Memory required for data: 96839680
I1002 15:14:37.575393 21339 layer_factory.hpp:77] Creating layer relu_stage2_block0_branch2a
I1002 15:14:37.575413 21339 net.cpp:100] Creating Layer relu_stage2_block0_branch2a
I1002 15:14:37.575426 21339 net.cpp:434] relu_stage2_block0_branch2a <- conv_stage2_block0_branch2a
I1002 15:14:37.575449 21339 net.cpp:395] relu_stage2_block0_branch2a -> conv_stage2_block0_branch2a (in-place)
I1002 15:14:37.575471 21339 net.cpp:150] Setting up relu_stage2_block0_branch2a
I1002 15:14:37.575490 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.575501 21339 net.cpp:165] Memory required for data: 96940032
I1002 15:14:37.575515 21339 layer_factory.hpp:77] Creating layer conv_stage2_block0_branch2b
I1002 15:14:37.575548 21339 net.cpp:100] Creating Layer conv_stage2_block0_branch2b
I1002 15:14:37.575562 21339 net.cpp:434] conv_stage2_block0_branch2b <- conv_stage2_block0_branch2a
I1002 15:14:37.575589 21339 net.cpp:408] conv_stage2_block0_branch2b -> conv_stage2_block0_branch2b
I1002 15:14:37.578083 21339 net.cpp:150] Setting up conv_stage2_block0_branch2b
I1002 15:14:37.578119 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.578133 21339 net.cpp:165] Memory required for data: 97040384
I1002 15:14:37.578161 21339 layer_factory.hpp:77] Creating layer bn_stage2_block0_branch2b
I1002 15:14:37.578192 21339 net.cpp:100] Creating Layer bn_stage2_block0_branch2b
I1002 15:14:37.578212 21339 net.cpp:434] bn_stage2_block0_branch2b <- conv_stage2_block0_branch2b
I1002 15:14:37.578236 21339 net.cpp:395] bn_stage2_block0_branch2b -> conv_stage2_block0_branch2b (in-place)
I1002 15:14:37.578286 21339 net.cpp:150] Setting up bn_stage2_block0_branch2b
I1002 15:14:37.578315 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.578330 21339 net.cpp:165] Memory required for data: 97140736
I1002 15:14:37.578358 21339 layer_factory.hpp:77] Creating layer scale_stage2_block0_branch2b
I1002 15:14:37.578383 21339 net.cpp:100] Creating Layer scale_stage2_block0_branch2b
I1002 15:14:37.578400 21339 net.cpp:434] scale_stage2_block0_branch2b <- conv_stage2_block0_branch2b
I1002 15:14:37.578428 21339 net.cpp:395] scale_stage2_block0_branch2b -> conv_stage2_block0_branch2b (in-place)
I1002 15:14:37.578467 21339 layer_factory.hpp:77] Creating layer scale_stage2_block0_branch2b
I1002 15:14:37.578522 21339 net.cpp:150] Setting up scale_stage2_block0_branch2b
I1002 15:14:37.578547 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.578562 21339 net.cpp:165] Memory required for data: 97241088
I1002 15:14:37.578588 21339 layer_factory.hpp:77] Creating layer relu_stage2_block0_branch2b
I1002 15:14:37.578613 21339 net.cpp:100] Creating Layer relu_stage2_block0_branch2b
I1002 15:14:37.578629 21339 net.cpp:434] relu_stage2_block0_branch2b <- conv_stage2_block0_branch2b
I1002 15:14:37.578656 21339 net.cpp:395] relu_stage2_block0_branch2b -> conv_stage2_block0_branch2b (in-place)
I1002 15:14:37.578683 21339 net.cpp:150] Setting up relu_stage2_block0_branch2b
I1002 15:14:37.578706 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.578721 21339 net.cpp:165] Memory required for data: 97341440
I1002 15:14:37.578738 21339 layer_factory.hpp:77] Creating layer conv_stage2_block0_branch2c
I1002 15:14:37.578773 21339 net.cpp:100] Creating Layer conv_stage2_block0_branch2c
I1002 15:14:37.578793 21339 net.cpp:434] conv_stage2_block0_branch2c <- conv_stage2_block0_branch2b
I1002 15:14:37.578819 21339 net.cpp:408] conv_stage2_block0_branch2c -> conv_stage2_block0_branch2c
I1002 15:14:37.580431 21339 net.cpp:150] Setting up conv_stage2_block0_branch2c
I1002 15:14:37.580473 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.580489 21339 net.cpp:165] Memory required for data: 97742848
I1002 15:14:37.580518 21339 layer_factory.hpp:77] Creating layer bn_stage2_block0_branch2c
I1002 15:14:37.580550 21339 net.cpp:100] Creating Layer bn_stage2_block0_branch2c
I1002 15:14:37.580570 21339 net.cpp:434] bn_stage2_block0_branch2c <- conv_stage2_block0_branch2c
I1002 15:14:37.580600 21339 net.cpp:395] bn_stage2_block0_branch2c -> conv_stage2_block0_branch2c (in-place)
I1002 15:14:37.580652 21339 net.cpp:150] Setting up bn_stage2_block0_branch2c
I1002 15:14:37.580680 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.580696 21339 net.cpp:165] Memory required for data: 98144256
I1002 15:14:37.580725 21339 layer_factory.hpp:77] Creating layer scale_stage2_block0_branch2c
I1002 15:14:37.580751 21339 net.cpp:100] Creating Layer scale_stage2_block0_branch2c
I1002 15:14:37.580768 21339 net.cpp:434] scale_stage2_block0_branch2c <- conv_stage2_block0_branch2c
I1002 15:14:37.580796 21339 net.cpp:395] scale_stage2_block0_branch2c -> conv_stage2_block0_branch2c (in-place)
I1002 15:14:37.580839 21339 layer_factory.hpp:77] Creating layer scale_stage2_block0_branch2c
I1002 15:14:37.580893 21339 net.cpp:150] Setting up scale_stage2_block0_branch2c
I1002 15:14:37.580917 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.580932 21339 net.cpp:165] Memory required for data: 98545664
I1002 15:14:37.580958 21339 layer_factory.hpp:77] Creating layer eltwise_stage2_block0
I1002 15:14:37.580986 21339 net.cpp:100] Creating Layer eltwise_stage2_block0
I1002 15:14:37.581004 21339 net.cpp:434] eltwise_stage2_block0 <- conv_stage2_block0_proj_shortcut
I1002 15:14:37.581027 21339 net.cpp:434] eltwise_stage2_block0 <- conv_stage2_block0_branch2c
I1002 15:14:37.581051 21339 net.cpp:408] eltwise_stage2_block0 -> eltwise_stage2_block0
I1002 15:14:37.581085 21339 net.cpp:150] Setting up eltwise_stage2_block0
I1002 15:14:37.581109 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.581123 21339 net.cpp:165] Memory required for data: 98947072
I1002 15:14:37.581140 21339 layer_factory.hpp:77] Creating layer relu_stage2_block0
I1002 15:14:37.581171 21339 net.cpp:100] Creating Layer relu_stage2_block0
I1002 15:14:37.581189 21339 net.cpp:434] relu_stage2_block0 <- eltwise_stage2_block0
I1002 15:14:37.581212 21339 net.cpp:395] relu_stage2_block0 -> eltwise_stage2_block0 (in-place)
I1002 15:14:37.581236 21339 net.cpp:150] Setting up relu_stage2_block0
I1002 15:14:37.581259 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.581272 21339 net.cpp:165] Memory required for data: 99348480
I1002 15:14:37.581290 21339 layer_factory.hpp:77] Creating layer eltwise_stage2_block0_relu_stage2_block0_0_split
I1002 15:14:37.581313 21339 net.cpp:100] Creating Layer eltwise_stage2_block0_relu_stage2_block0_0_split
I1002 15:14:37.581329 21339 net.cpp:434] eltwise_stage2_block0_relu_stage2_block0_0_split <- eltwise_stage2_block0
I1002 15:14:37.581352 21339 net.cpp:408] eltwise_stage2_block0_relu_stage2_block0_0_split -> eltwise_stage2_block0_relu_stage2_block0_0_split_0
I1002 15:14:37.581380 21339 net.cpp:408] eltwise_stage2_block0_relu_stage2_block0_0_split -> eltwise_stage2_block0_relu_stage2_block0_0_split_1
I1002 15:14:37.581410 21339 net.cpp:150] Setting up eltwise_stage2_block0_relu_stage2_block0_0_split
I1002 15:14:37.581434 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.581454 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.581468 21339 net.cpp:165] Memory required for data: 100151296
I1002 15:14:37.581485 21339 layer_factory.hpp:77] Creating layer conv_stage2_block1_branch2a
I1002 15:14:37.581578 21339 net.cpp:100] Creating Layer conv_stage2_block1_branch2a
I1002 15:14:37.581599 21339 net.cpp:434] conv_stage2_block1_branch2a <- eltwise_stage2_block0_relu_stage2_block0_0_split_0
I1002 15:14:37.581627 21339 net.cpp:408] conv_stage2_block1_branch2a -> conv_stage2_block1_branch2a
I1002 15:14:37.583103 21339 net.cpp:150] Setting up conv_stage2_block1_branch2a
I1002 15:14:37.583138 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.583155 21339 net.cpp:165] Memory required for data: 100251648
I1002 15:14:37.583189 21339 layer_factory.hpp:77] Creating layer bn_stage2_block1_branch2a
I1002 15:14:37.583215 21339 net.cpp:100] Creating Layer bn_stage2_block1_branch2a
I1002 15:14:37.583235 21339 net.cpp:434] bn_stage2_block1_branch2a <- conv_stage2_block1_branch2a
I1002 15:14:37.583261 21339 net.cpp:395] bn_stage2_block1_branch2a -> conv_stage2_block1_branch2a (in-place)
I1002 15:14:37.583312 21339 net.cpp:150] Setting up bn_stage2_block1_branch2a
I1002 15:14:37.583338 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.583379 21339 net.cpp:165] Memory required for data: 100352000
I1002 15:14:37.583410 21339 layer_factory.hpp:77] Creating layer scale_stage2_block1_branch2a
I1002 15:14:37.583439 21339 net.cpp:100] Creating Layer scale_stage2_block1_branch2a
I1002 15:14:37.583457 21339 net.cpp:434] scale_stage2_block1_branch2a <- conv_stage2_block1_branch2a
I1002 15:14:37.583483 21339 net.cpp:395] scale_stage2_block1_branch2a -> conv_stage2_block1_branch2a (in-place)
I1002 15:14:37.583526 21339 layer_factory.hpp:77] Creating layer scale_stage2_block1_branch2a
I1002 15:14:37.583580 21339 net.cpp:150] Setting up scale_stage2_block1_branch2a
I1002 15:14:37.583611 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.583627 21339 net.cpp:165] Memory required for data: 100452352
I1002 15:14:37.583657 21339 layer_factory.hpp:77] Creating layer relu_stage2_block1_branch2a
I1002 15:14:37.583683 21339 net.cpp:100] Creating Layer relu_stage2_block1_branch2a
I1002 15:14:37.583699 21339 net.cpp:434] relu_stage2_block1_branch2a <- conv_stage2_block1_branch2a
I1002 15:14:37.583724 21339 net.cpp:395] relu_stage2_block1_branch2a -> conv_stage2_block1_branch2a (in-place)
I1002 15:14:37.583751 21339 net.cpp:150] Setting up relu_stage2_block1_branch2a
I1002 15:14:37.583775 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.583791 21339 net.cpp:165] Memory required for data: 100552704
I1002 15:14:37.583808 21339 layer_factory.hpp:77] Creating layer conv_stage2_block1_branch2b
I1002 15:14:37.583845 21339 net.cpp:100] Creating Layer conv_stage2_block1_branch2b
I1002 15:14:37.583868 21339 net.cpp:434] conv_stage2_block1_branch2b <- conv_stage2_block1_branch2a
I1002 15:14:37.583899 21339 net.cpp:408] conv_stage2_block1_branch2b -> conv_stage2_block1_branch2b
I1002 15:14:37.587049 21339 net.cpp:150] Setting up conv_stage2_block1_branch2b
I1002 15:14:37.587088 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.587105 21339 net.cpp:165] Memory required for data: 100653056
I1002 15:14:37.587137 21339 layer_factory.hpp:77] Creating layer bn_stage2_block1_branch2b
I1002 15:14:37.587170 21339 net.cpp:100] Creating Layer bn_stage2_block1_branch2b
I1002 15:14:37.587191 21339 net.cpp:434] bn_stage2_block1_branch2b <- conv_stage2_block1_branch2b
I1002 15:14:37.587224 21339 net.cpp:395] bn_stage2_block1_branch2b -> conv_stage2_block1_branch2b (in-place)
I1002 15:14:37.587280 21339 net.cpp:150] Setting up bn_stage2_block1_branch2b
I1002 15:14:37.587306 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.587321 21339 net.cpp:165] Memory required for data: 100753408
I1002 15:14:37.587354 21339 layer_factory.hpp:77] Creating layer scale_stage2_block1_branch2b
I1002 15:14:37.587385 21339 net.cpp:100] Creating Layer scale_stage2_block1_branch2b
I1002 15:14:37.587404 21339 net.cpp:434] scale_stage2_block1_branch2b <- conv_stage2_block1_branch2b
I1002 15:14:37.587431 21339 net.cpp:395] scale_stage2_block1_branch2b -> conv_stage2_block1_branch2b (in-place)
I1002 15:14:37.587476 21339 layer_factory.hpp:77] Creating layer scale_stage2_block1_branch2b
I1002 15:14:37.587529 21339 net.cpp:150] Setting up scale_stage2_block1_branch2b
I1002 15:14:37.587556 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.587571 21339 net.cpp:165] Memory required for data: 100853760
I1002 15:14:37.587600 21339 layer_factory.hpp:77] Creating layer relu_stage2_block1_branch2b
I1002 15:14:37.587625 21339 net.cpp:100] Creating Layer relu_stage2_block1_branch2b
I1002 15:14:37.587642 21339 net.cpp:434] relu_stage2_block1_branch2b <- conv_stage2_block1_branch2b
I1002 15:14:37.587671 21339 net.cpp:395] relu_stage2_block1_branch2b -> conv_stage2_block1_branch2b (in-place)
I1002 15:14:37.587699 21339 net.cpp:150] Setting up relu_stage2_block1_branch2b
I1002 15:14:37.587723 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.587738 21339 net.cpp:165] Memory required for data: 100954112
I1002 15:14:37.587757 21339 layer_factory.hpp:77] Creating layer conv_stage2_block1_branch2c
I1002 15:14:37.587800 21339 net.cpp:100] Creating Layer conv_stage2_block1_branch2c
I1002 15:14:37.587817 21339 net.cpp:434] conv_stage2_block1_branch2c <- conv_stage2_block1_branch2b
I1002 15:14:37.587853 21339 net.cpp:408] conv_stage2_block1_branch2c -> conv_stage2_block1_branch2c
I1002 15:14:37.589370 21339 net.cpp:150] Setting up conv_stage2_block1_branch2c
I1002 15:14:37.589416 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.589435 21339 net.cpp:165] Memory required for data: 101355520
I1002 15:14:37.589469 21339 layer_factory.hpp:77] Creating layer bn_stage2_block1_branch2c
I1002 15:14:37.589501 21339 net.cpp:100] Creating Layer bn_stage2_block1_branch2c
I1002 15:14:37.589519 21339 net.cpp:434] bn_stage2_block1_branch2c <- conv_stage2_block1_branch2c
I1002 15:14:37.589557 21339 net.cpp:395] bn_stage2_block1_branch2c -> conv_stage2_block1_branch2c (in-place)
I1002 15:14:37.589623 21339 net.cpp:150] Setting up bn_stage2_block1_branch2c
I1002 15:14:37.589649 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.589665 21339 net.cpp:165] Memory required for data: 101756928
I1002 15:14:37.589699 21339 layer_factory.hpp:77] Creating layer scale_stage2_block1_branch2c
I1002 15:14:37.589730 21339 net.cpp:100] Creating Layer scale_stage2_block1_branch2c
I1002 15:14:37.589747 21339 net.cpp:434] scale_stage2_block1_branch2c <- conv_stage2_block1_branch2c
I1002 15:14:37.589823 21339 net.cpp:395] scale_stage2_block1_branch2c -> conv_stage2_block1_branch2c (in-place)
I1002 15:14:37.589871 21339 layer_factory.hpp:77] Creating layer scale_stage2_block1_branch2c
I1002 15:14:37.589913 21339 net.cpp:150] Setting up scale_stage2_block1_branch2c
I1002 15:14:37.589929 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.589938 21339 net.cpp:165] Memory required for data: 102158336
I1002 15:14:37.589956 21339 layer_factory.hpp:77] Creating layer eltwise_stage2_block1
I1002 15:14:37.589973 21339 net.cpp:100] Creating Layer eltwise_stage2_block1
I1002 15:14:37.589987 21339 net.cpp:434] eltwise_stage2_block1 <- eltwise_stage2_block0_relu_stage2_block0_0_split_1
I1002 15:14:37.590001 21339 net.cpp:434] eltwise_stage2_block1 <- conv_stage2_block1_branch2c
I1002 15:14:37.590019 21339 net.cpp:408] eltwise_stage2_block1 -> eltwise_stage2_block1
I1002 15:14:37.590040 21339 net.cpp:150] Setting up eltwise_stage2_block1
I1002 15:14:37.590054 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.590062 21339 net.cpp:165] Memory required for data: 102559744
I1002 15:14:37.593807 21339 layer_factory.hpp:77] Creating layer relu_stage2_block1
I1002 15:14:37.593854 21339 net.cpp:100] Creating Layer relu_stage2_block1
I1002 15:14:37.593864 21339 net.cpp:434] relu_stage2_block1 <- eltwise_stage2_block1
I1002 15:14:37.593880 21339 net.cpp:395] relu_stage2_block1 -> eltwise_stage2_block1 (in-place)
I1002 15:14:37.593904 21339 net.cpp:150] Setting up relu_stage2_block1
I1002 15:14:37.593919 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.593924 21339 net.cpp:165] Memory required for data: 102961152
I1002 15:14:37.593931 21339 layer_factory.hpp:77] Creating layer eltwise_stage2_block1_relu_stage2_block1_0_split
I1002 15:14:37.593942 21339 net.cpp:100] Creating Layer eltwise_stage2_block1_relu_stage2_block1_0_split
I1002 15:14:37.593950 21339 net.cpp:434] eltwise_stage2_block1_relu_stage2_block1_0_split <- eltwise_stage2_block1
I1002 15:14:37.593960 21339 net.cpp:408] eltwise_stage2_block1_relu_stage2_block1_0_split -> eltwise_stage2_block1_relu_stage2_block1_0_split_0
I1002 15:14:37.593973 21339 net.cpp:408] eltwise_stage2_block1_relu_stage2_block1_0_split -> eltwise_stage2_block1_relu_stage2_block1_0_split_1
I1002 15:14:37.593988 21339 net.cpp:150] Setting up eltwise_stage2_block1_relu_stage2_block1_0_split
I1002 15:14:37.593998 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.594007 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.594012 21339 net.cpp:165] Memory required for data: 103763968
I1002 15:14:37.594018 21339 layer_factory.hpp:77] Creating layer conv_stage2_block2_branch2a
I1002 15:14:37.594043 21339 net.cpp:100] Creating Layer conv_stage2_block2_branch2a
I1002 15:14:37.594050 21339 net.cpp:434] conv_stage2_block2_branch2a <- eltwise_stage2_block1_relu_stage2_block1_0_split_0
I1002 15:14:37.594064 21339 net.cpp:408] conv_stage2_block2_branch2a -> conv_stage2_block2_branch2a
I1002 15:14:37.595099 21339 net.cpp:150] Setting up conv_stage2_block2_branch2a
I1002 15:14:37.595134 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.595145 21339 net.cpp:165] Memory required for data: 103864320
I1002 15:14:37.595170 21339 layer_factory.hpp:77] Creating layer bn_stage2_block2_branch2a
I1002 15:14:37.595197 21339 net.cpp:100] Creating Layer bn_stage2_block2_branch2a
I1002 15:14:37.595212 21339 net.cpp:434] bn_stage2_block2_branch2a <- conv_stage2_block2_branch2a
I1002 15:14:37.595232 21339 net.cpp:395] bn_stage2_block2_branch2a -> conv_stage2_block2_branch2a (in-place)
I1002 15:14:37.595278 21339 net.cpp:150] Setting up bn_stage2_block2_branch2a
I1002 15:14:37.595301 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.595314 21339 net.cpp:165] Memory required for data: 103964672
I1002 15:14:37.595346 21339 layer_factory.hpp:77] Creating layer scale_stage2_block2_branch2a
I1002 15:14:37.595367 21339 net.cpp:100] Creating Layer scale_stage2_block2_branch2a
I1002 15:14:37.595378 21339 net.cpp:434] scale_stage2_block2_branch2a <- conv_stage2_block2_branch2a
I1002 15:14:37.595397 21339 net.cpp:395] scale_stage2_block2_branch2a -> conv_stage2_block2_branch2a (in-place)
I1002 15:14:37.595432 21339 layer_factory.hpp:77] Creating layer scale_stage2_block2_branch2a
I1002 15:14:37.595495 21339 net.cpp:150] Setting up scale_stage2_block2_branch2a
I1002 15:14:37.595520 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.595535 21339 net.cpp:165] Memory required for data: 104065024
I1002 15:14:37.595557 21339 layer_factory.hpp:77] Creating layer relu_stage2_block2_branch2a
I1002 15:14:37.595582 21339 net.cpp:100] Creating Layer relu_stage2_block2_branch2a
I1002 15:14:37.595598 21339 net.cpp:434] relu_stage2_block2_branch2a <- conv_stage2_block2_branch2a
I1002 15:14:37.595626 21339 net.cpp:395] relu_stage2_block2_branch2a -> conv_stage2_block2_branch2a (in-place)
I1002 15:14:37.595655 21339 net.cpp:150] Setting up relu_stage2_block2_branch2a
I1002 15:14:37.595676 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.595685 21339 net.cpp:165] Memory required for data: 104165376
I1002 15:14:37.595693 21339 layer_factory.hpp:77] Creating layer conv_stage2_block2_branch2b
I1002 15:14:37.595718 21339 net.cpp:100] Creating Layer conv_stage2_block2_branch2b
I1002 15:14:37.595729 21339 net.cpp:434] conv_stage2_block2_branch2b <- conv_stage2_block2_branch2a
I1002 15:14:37.595746 21339 net.cpp:408] conv_stage2_block2_branch2b -> conv_stage2_block2_branch2b
I1002 15:14:37.598152 21339 net.cpp:150] Setting up conv_stage2_block2_branch2b
I1002 15:14:37.598176 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.598183 21339 net.cpp:165] Memory required for data: 104265728
I1002 15:14:37.598199 21339 layer_factory.hpp:77] Creating layer bn_stage2_block2_branch2b
I1002 15:14:37.598217 21339 net.cpp:100] Creating Layer bn_stage2_block2_branch2b
I1002 15:14:37.598227 21339 net.cpp:434] bn_stage2_block2_branch2b <- conv_stage2_block2_branch2b
I1002 15:14:37.598244 21339 net.cpp:395] bn_stage2_block2_branch2b -> conv_stage2_block2_branch2b (in-place)
I1002 15:14:37.598276 21339 net.cpp:150] Setting up bn_stage2_block2_branch2b
I1002 15:14:37.598289 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.598296 21339 net.cpp:165] Memory required for data: 104366080
I1002 15:14:37.598310 21339 layer_factory.hpp:77] Creating layer scale_stage2_block2_branch2b
I1002 15:14:37.598326 21339 net.cpp:100] Creating Layer scale_stage2_block2_branch2b
I1002 15:14:37.598336 21339 net.cpp:434] scale_stage2_block2_branch2b <- conv_stage2_block2_branch2b
I1002 15:14:37.598350 21339 net.cpp:395] scale_stage2_block2_branch2b -> conv_stage2_block2_branch2b (in-place)
I1002 15:14:37.598373 21339 layer_factory.hpp:77] Creating layer scale_stage2_block2_branch2b
I1002 15:14:37.598407 21339 net.cpp:150] Setting up scale_stage2_block2_branch2b
I1002 15:14:37.598420 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.598428 21339 net.cpp:165] Memory required for data: 104466432
I1002 15:14:37.598441 21339 layer_factory.hpp:77] Creating layer relu_stage2_block2_branch2b
I1002 15:14:37.598458 21339 net.cpp:100] Creating Layer relu_stage2_block2_branch2b
I1002 15:14:37.598466 21339 net.cpp:434] relu_stage2_block2_branch2b <- conv_stage2_block2_branch2b
I1002 15:14:37.598482 21339 net.cpp:395] relu_stage2_block2_branch2b -> conv_stage2_block2_branch2b (in-place)
I1002 15:14:37.598505 21339 net.cpp:150] Setting up relu_stage2_block2_branch2b
I1002 15:14:37.598521 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.598533 21339 net.cpp:165] Memory required for data: 104566784
I1002 15:14:37.598546 21339 layer_factory.hpp:77] Creating layer conv_stage2_block2_branch2c
I1002 15:14:37.598585 21339 net.cpp:100] Creating Layer conv_stage2_block2_branch2c
I1002 15:14:37.598603 21339 net.cpp:434] conv_stage2_block2_branch2c <- conv_stage2_block2_branch2b
I1002 15:14:37.598625 21339 net.cpp:408] conv_stage2_block2_branch2c -> conv_stage2_block2_branch2c
I1002 15:14:37.599738 21339 net.cpp:150] Setting up conv_stage2_block2_branch2c
I1002 15:14:37.599759 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.599767 21339 net.cpp:165] Memory required for data: 104968192
I1002 15:14:37.599781 21339 layer_factory.hpp:77] Creating layer bn_stage2_block2_branch2c
I1002 15:14:37.599799 21339 net.cpp:100] Creating Layer bn_stage2_block2_branch2c
I1002 15:14:37.599812 21339 net.cpp:434] bn_stage2_block2_branch2c <- conv_stage2_block2_branch2c
I1002 15:14:37.599831 21339 net.cpp:395] bn_stage2_block2_branch2c -> conv_stage2_block2_branch2c (in-place)
I1002 15:14:37.599890 21339 net.cpp:150] Setting up bn_stage2_block2_branch2c
I1002 15:14:37.599912 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.599925 21339 net.cpp:165] Memory required for data: 105369600
I1002 15:14:37.599953 21339 layer_factory.hpp:77] Creating layer scale_stage2_block2_branch2c
I1002 15:14:37.599975 21339 net.cpp:100] Creating Layer scale_stage2_block2_branch2c
I1002 15:14:37.599990 21339 net.cpp:434] scale_stage2_block2_branch2c <- conv_stage2_block2_branch2c
I1002 15:14:37.600003 21339 net.cpp:395] scale_stage2_block2_branch2c -> conv_stage2_block2_branch2c (in-place)
I1002 15:14:37.600038 21339 layer_factory.hpp:77] Creating layer scale_stage2_block2_branch2c
I1002 15:14:37.600092 21339 net.cpp:150] Setting up scale_stage2_block2_branch2c
I1002 15:14:37.600117 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.600131 21339 net.cpp:165] Memory required for data: 105771008
I1002 15:14:37.600157 21339 layer_factory.hpp:77] Creating layer eltwise_stage2_block2
I1002 15:14:37.600179 21339 net.cpp:100] Creating Layer eltwise_stage2_block2
I1002 15:14:37.600198 21339 net.cpp:434] eltwise_stage2_block2 <- eltwise_stage2_block1_relu_stage2_block1_0_split_1
I1002 15:14:37.600217 21339 net.cpp:434] eltwise_stage2_block2 <- conv_stage2_block2_branch2c
I1002 15:14:37.600250 21339 net.cpp:408] eltwise_stage2_block2 -> eltwise_stage2_block2
I1002 15:14:37.600268 21339 net.cpp:150] Setting up eltwise_stage2_block2
I1002 15:14:37.600280 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.600286 21339 net.cpp:165] Memory required for data: 106172416
I1002 15:14:37.600291 21339 layer_factory.hpp:77] Creating layer relu_stage2_block2
I1002 15:14:37.600301 21339 net.cpp:100] Creating Layer relu_stage2_block2
I1002 15:14:37.600308 21339 net.cpp:434] relu_stage2_block2 <- eltwise_stage2_block2
I1002 15:14:37.600317 21339 net.cpp:395] relu_stage2_block2 -> eltwise_stage2_block2 (in-place)
I1002 15:14:37.600327 21339 net.cpp:150] Setting up relu_stage2_block2
I1002 15:14:37.600337 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.600342 21339 net.cpp:165] Memory required for data: 106573824
I1002 15:14:37.600348 21339 layer_factory.hpp:77] Creating layer eltwise_stage2_block2_relu_stage2_block2_0_split
I1002 15:14:37.600364 21339 net.cpp:100] Creating Layer eltwise_stage2_block2_relu_stage2_block2_0_split
I1002 15:14:37.600373 21339 net.cpp:434] eltwise_stage2_block2_relu_stage2_block2_0_split <- eltwise_stage2_block2
I1002 15:14:37.600381 21339 net.cpp:408] eltwise_stage2_block2_relu_stage2_block2_0_split -> eltwise_stage2_block2_relu_stage2_block2_0_split_0
I1002 15:14:37.600394 21339 net.cpp:408] eltwise_stage2_block2_relu_stage2_block2_0_split -> eltwise_stage2_block2_relu_stage2_block2_0_split_1
I1002 15:14:37.600407 21339 net.cpp:150] Setting up eltwise_stage2_block2_relu_stage2_block2_0_split
I1002 15:14:37.600416 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.600425 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.600430 21339 net.cpp:165] Memory required for data: 107376640
I1002 15:14:37.600436 21339 layer_factory.hpp:77] Creating layer conv_stage2_block3_branch2a
I1002 15:14:37.600456 21339 net.cpp:100] Creating Layer conv_stage2_block3_branch2a
I1002 15:14:37.600464 21339 net.cpp:434] conv_stage2_block3_branch2a <- eltwise_stage2_block2_relu_stage2_block2_0_split_0
I1002 15:14:37.600476 21339 net.cpp:408] conv_stage2_block3_branch2a -> conv_stage2_block3_branch2a
I1002 15:14:37.601467 21339 net.cpp:150] Setting up conv_stage2_block3_branch2a
I1002 15:14:37.601486 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.601495 21339 net.cpp:165] Memory required for data: 107476992
I1002 15:14:37.601510 21339 layer_factory.hpp:77] Creating layer bn_stage2_block3_branch2a
I1002 15:14:37.601524 21339 net.cpp:100] Creating Layer bn_stage2_block3_branch2a
I1002 15:14:37.601534 21339 net.cpp:434] bn_stage2_block3_branch2a <- conv_stage2_block3_branch2a
I1002 15:14:37.601552 21339 net.cpp:395] bn_stage2_block3_branch2a -> conv_stage2_block3_branch2a (in-place)
I1002 15:14:37.601585 21339 net.cpp:150] Setting up bn_stage2_block3_branch2a
I1002 15:14:37.601601 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.601609 21339 net.cpp:165] Memory required for data: 107577344
I1002 15:14:37.601625 21339 layer_factory.hpp:77] Creating layer scale_stage2_block3_branch2a
I1002 15:14:37.601639 21339 net.cpp:100] Creating Layer scale_stage2_block3_branch2a
I1002 15:14:37.601649 21339 net.cpp:434] scale_stage2_block3_branch2a <- conv_stage2_block3_branch2a
I1002 15:14:37.601663 21339 net.cpp:395] scale_stage2_block3_branch2a -> conv_stage2_block3_branch2a (in-place)
I1002 15:14:37.601686 21339 layer_factory.hpp:77] Creating layer scale_stage2_block3_branch2a
I1002 15:14:37.601719 21339 net.cpp:150] Setting up scale_stage2_block3_branch2a
I1002 15:14:37.601733 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.601742 21339 net.cpp:165] Memory required for data: 107677696
I1002 15:14:37.601800 21339 layer_factory.hpp:77] Creating layer relu_stage2_block3_branch2a
I1002 15:14:37.601821 21339 net.cpp:100] Creating Layer relu_stage2_block3_branch2a
I1002 15:14:37.601831 21339 net.cpp:434] relu_stage2_block3_branch2a <- conv_stage2_block3_branch2a
I1002 15:14:37.601851 21339 net.cpp:395] relu_stage2_block3_branch2a -> conv_stage2_block3_branch2a (in-place)
I1002 15:14:37.601866 21339 net.cpp:150] Setting up relu_stage2_block3_branch2a
I1002 15:14:37.601876 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.601882 21339 net.cpp:165] Memory required for data: 107778048
I1002 15:14:37.601889 21339 layer_factory.hpp:77] Creating layer conv_stage2_block3_branch2b
I1002 15:14:37.601908 21339 net.cpp:100] Creating Layer conv_stage2_block3_branch2b
I1002 15:14:37.601917 21339 net.cpp:434] conv_stage2_block3_branch2b <- conv_stage2_block3_branch2a
I1002 15:14:37.601930 21339 net.cpp:408] conv_stage2_block3_branch2b -> conv_stage2_block3_branch2b
I1002 15:14:37.604051 21339 net.cpp:150] Setting up conv_stage2_block3_branch2b
I1002 15:14:37.604084 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.604092 21339 net.cpp:165] Memory required for data: 107878400
I1002 15:14:37.604107 21339 layer_factory.hpp:77] Creating layer bn_stage2_block3_branch2b
I1002 15:14:37.604128 21339 net.cpp:100] Creating Layer bn_stage2_block3_branch2b
I1002 15:14:37.604140 21339 net.cpp:434] bn_stage2_block3_branch2b <- conv_stage2_block3_branch2b
I1002 15:14:37.604156 21339 net.cpp:395] bn_stage2_block3_branch2b -> conv_stage2_block3_branch2b (in-place)
I1002 15:14:37.604187 21339 net.cpp:150] Setting up bn_stage2_block3_branch2b
I1002 15:14:37.604197 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.604204 21339 net.cpp:165] Memory required for data: 107978752
I1002 15:14:37.604218 21339 layer_factory.hpp:77] Creating layer scale_stage2_block3_branch2b
I1002 15:14:37.604233 21339 net.cpp:100] Creating Layer scale_stage2_block3_branch2b
I1002 15:14:37.604241 21339 net.cpp:434] scale_stage2_block3_branch2b <- conv_stage2_block3_branch2b
I1002 15:14:37.604252 21339 net.cpp:395] scale_stage2_block3_branch2b -> conv_stage2_block3_branch2b (in-place)
I1002 15:14:37.604276 21339 layer_factory.hpp:77] Creating layer scale_stage2_block3_branch2b
I1002 15:14:37.604310 21339 net.cpp:150] Setting up scale_stage2_block3_branch2b
I1002 15:14:37.604321 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.604328 21339 net.cpp:165] Memory required for data: 108079104
I1002 15:14:37.604341 21339 layer_factory.hpp:77] Creating layer relu_stage2_block3_branch2b
I1002 15:14:37.604354 21339 net.cpp:100] Creating Layer relu_stage2_block3_branch2b
I1002 15:14:37.604362 21339 net.cpp:434] relu_stage2_block3_branch2b <- conv_stage2_block3_branch2b
I1002 15:14:37.604373 21339 net.cpp:395] relu_stage2_block3_branch2b -> conv_stage2_block3_branch2b (in-place)
I1002 15:14:37.604385 21339 net.cpp:150] Setting up relu_stage2_block3_branch2b
I1002 15:14:37.604395 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.604403 21339 net.cpp:165] Memory required for data: 108179456
I1002 15:14:37.604409 21339 layer_factory.hpp:77] Creating layer conv_stage2_block3_branch2c
I1002 15:14:37.604429 21339 net.cpp:100] Creating Layer conv_stage2_block3_branch2c
I1002 15:14:37.604437 21339 net.cpp:434] conv_stage2_block3_branch2c <- conv_stage2_block3_branch2b
I1002 15:14:37.604452 21339 net.cpp:408] conv_stage2_block3_branch2c -> conv_stage2_block3_branch2c
I1002 15:14:37.608065 21339 net.cpp:150] Setting up conv_stage2_block3_branch2c
I1002 15:14:37.608098 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.608108 21339 net.cpp:165] Memory required for data: 108580864
I1002 15:14:37.608130 21339 layer_factory.hpp:77] Creating layer bn_stage2_block3_branch2c
I1002 15:14:37.608155 21339 net.cpp:100] Creating Layer bn_stage2_block3_branch2c
I1002 15:14:37.608168 21339 net.cpp:434] bn_stage2_block3_branch2c <- conv_stage2_block3_branch2c
I1002 15:14:37.608186 21339 net.cpp:395] bn_stage2_block3_branch2c -> conv_stage2_block3_branch2c (in-place)
I1002 15:14:37.608219 21339 net.cpp:150] Setting up bn_stage2_block3_branch2c
I1002 15:14:37.608235 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.608245 21339 net.cpp:165] Memory required for data: 108982272
I1002 15:14:37.608302 21339 layer_factory.hpp:77] Creating layer scale_stage2_block3_branch2c
I1002 15:14:37.608325 21339 net.cpp:100] Creating Layer scale_stage2_block3_branch2c
I1002 15:14:37.608336 21339 net.cpp:434] scale_stage2_block3_branch2c <- conv_stage2_block3_branch2c
I1002 15:14:37.608352 21339 net.cpp:395] scale_stage2_block3_branch2c -> conv_stage2_block3_branch2c (in-place)
I1002 15:14:37.608383 21339 layer_factory.hpp:77] Creating layer scale_stage2_block3_branch2c
I1002 15:14:37.608422 21339 net.cpp:150] Setting up scale_stage2_block3_branch2c
I1002 15:14:37.608438 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.608448 21339 net.cpp:165] Memory required for data: 109383680
I1002 15:14:37.608466 21339 layer_factory.hpp:77] Creating layer eltwise_stage2_block3
I1002 15:14:37.608482 21339 net.cpp:100] Creating Layer eltwise_stage2_block3
I1002 15:14:37.608495 21339 net.cpp:434] eltwise_stage2_block3 <- eltwise_stage2_block2_relu_stage2_block2_0_split_1
I1002 15:14:37.608510 21339 net.cpp:434] eltwise_stage2_block3 <- conv_stage2_block3_branch2c
I1002 15:14:37.608528 21339 net.cpp:408] eltwise_stage2_block3 -> eltwise_stage2_block3
I1002 15:14:37.608551 21339 net.cpp:150] Setting up eltwise_stage2_block3
I1002 15:14:37.608566 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.608575 21339 net.cpp:165] Memory required for data: 109785088
I1002 15:14:37.608587 21339 layer_factory.hpp:77] Creating layer relu_stage2_block3
I1002 15:14:37.608603 21339 net.cpp:100] Creating Layer relu_stage2_block3
I1002 15:14:37.608613 21339 net.cpp:434] relu_stage2_block3 <- eltwise_stage2_block3
I1002 15:14:37.608631 21339 net.cpp:395] relu_stage2_block3 -> eltwise_stage2_block3 (in-place)
I1002 15:14:37.608649 21339 net.cpp:150] Setting up relu_stage2_block3
I1002 15:14:37.608662 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.608671 21339 net.cpp:165] Memory required for data: 110186496
I1002 15:14:37.608682 21339 layer_factory.hpp:77] Creating layer eltwise_stage2_block3_relu_stage2_block3_0_split
I1002 15:14:37.608698 21339 net.cpp:100] Creating Layer eltwise_stage2_block3_relu_stage2_block3_0_split
I1002 15:14:37.608710 21339 net.cpp:434] eltwise_stage2_block3_relu_stage2_block3_0_split <- eltwise_stage2_block3
I1002 15:14:37.608728 21339 net.cpp:408] eltwise_stage2_block3_relu_stage2_block3_0_split -> eltwise_stage2_block3_relu_stage2_block3_0_split_0
I1002 15:14:37.608747 21339 net.cpp:408] eltwise_stage2_block3_relu_stage2_block3_0_split -> eltwise_stage2_block3_relu_stage2_block3_0_split_1
I1002 15:14:37.608767 21339 net.cpp:150] Setting up eltwise_stage2_block3_relu_stage2_block3_0_split
I1002 15:14:37.608783 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.608795 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.608805 21339 net.cpp:165] Memory required for data: 110989312
I1002 15:14:37.608816 21339 layer_factory.hpp:77] Creating layer conv_stage2_block4_branch2a
I1002 15:14:37.608841 21339 net.cpp:100] Creating Layer conv_stage2_block4_branch2a
I1002 15:14:37.608853 21339 net.cpp:434] conv_stage2_block4_branch2a <- eltwise_stage2_block3_relu_stage2_block3_0_split_0
I1002 15:14:37.608875 21339 net.cpp:408] conv_stage2_block4_branch2a -> conv_stage2_block4_branch2a
I1002 15:14:37.609834 21339 net.cpp:150] Setting up conv_stage2_block4_branch2a
I1002 15:14:37.609858 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.609868 21339 net.cpp:165] Memory required for data: 111089664
I1002 15:14:37.609885 21339 layer_factory.hpp:77] Creating layer bn_stage2_block4_branch2a
I1002 15:14:37.609905 21339 net.cpp:100] Creating Layer bn_stage2_block4_branch2a
I1002 15:14:37.609917 21339 net.cpp:434] bn_stage2_block4_branch2a <- conv_stage2_block4_branch2a
I1002 15:14:37.609933 21339 net.cpp:395] bn_stage2_block4_branch2a -> conv_stage2_block4_branch2a (in-place)
I1002 15:14:37.609966 21339 net.cpp:150] Setting up bn_stage2_block4_branch2a
I1002 15:14:37.609982 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.609992 21339 net.cpp:165] Memory required for data: 111190016
I1002 15:14:37.610011 21339 layer_factory.hpp:77] Creating layer scale_stage2_block4_branch2a
I1002 15:14:37.610028 21339 net.cpp:100] Creating Layer scale_stage2_block4_branch2a
I1002 15:14:37.610038 21339 net.cpp:434] scale_stage2_block4_branch2a <- conv_stage2_block4_branch2a
I1002 15:14:37.610056 21339 net.cpp:395] scale_stage2_block4_branch2a -> conv_stage2_block4_branch2a (in-place)
I1002 15:14:37.610080 21339 layer_factory.hpp:77] Creating layer scale_stage2_block4_branch2a
I1002 15:14:37.610117 21339 net.cpp:150] Setting up scale_stage2_block4_branch2a
I1002 15:14:37.610133 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.610143 21339 net.cpp:165] Memory required for data: 111290368
I1002 15:14:37.610160 21339 layer_factory.hpp:77] Creating layer relu_stage2_block4_branch2a
I1002 15:14:37.610175 21339 net.cpp:100] Creating Layer relu_stage2_block4_branch2a
I1002 15:14:37.610186 21339 net.cpp:434] relu_stage2_block4_branch2a <- conv_stage2_block4_branch2a
I1002 15:14:37.610204 21339 net.cpp:395] relu_stage2_block4_branch2a -> conv_stage2_block4_branch2a (in-place)
I1002 15:14:37.610221 21339 net.cpp:150] Setting up relu_stage2_block4_branch2a
I1002 15:14:37.610236 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.610245 21339 net.cpp:165] Memory required for data: 111390720
I1002 15:14:37.610256 21339 layer_factory.hpp:77] Creating layer conv_stage2_block4_branch2b
I1002 15:14:37.610280 21339 net.cpp:100] Creating Layer conv_stage2_block4_branch2b
I1002 15:14:37.610294 21339 net.cpp:434] conv_stage2_block4_branch2b <- conv_stage2_block4_branch2a
I1002 15:14:37.610321 21339 net.cpp:408] conv_stage2_block4_branch2b -> conv_stage2_block4_branch2b
I1002 15:14:37.612740 21339 net.cpp:150] Setting up conv_stage2_block4_branch2b
I1002 15:14:37.612772 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.612784 21339 net.cpp:165] Memory required for data: 111491072
I1002 15:14:37.612807 21339 layer_factory.hpp:77] Creating layer bn_stage2_block4_branch2b
I1002 15:14:37.612831 21339 net.cpp:100] Creating Layer bn_stage2_block4_branch2b
I1002 15:14:37.612846 21339 net.cpp:434] bn_stage2_block4_branch2b <- conv_stage2_block4_branch2b
I1002 15:14:37.612866 21339 net.cpp:395] bn_stage2_block4_branch2b -> conv_stage2_block4_branch2b (in-place)
I1002 15:14:37.612900 21339 net.cpp:150] Setting up bn_stage2_block4_branch2b
I1002 15:14:37.612915 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.612921 21339 net.cpp:165] Memory required for data: 111591424
I1002 15:14:37.612936 21339 layer_factory.hpp:77] Creating layer scale_stage2_block4_branch2b
I1002 15:14:37.612949 21339 net.cpp:100] Creating Layer scale_stage2_block4_branch2b
I1002 15:14:37.612957 21339 net.cpp:434] scale_stage2_block4_branch2b <- conv_stage2_block4_branch2b
I1002 15:14:37.612970 21339 net.cpp:395] scale_stage2_block4_branch2b -> conv_stage2_block4_branch2b (in-place)
I1002 15:14:37.612993 21339 layer_factory.hpp:77] Creating layer scale_stage2_block4_branch2b
I1002 15:14:37.613023 21339 net.cpp:150] Setting up scale_stage2_block4_branch2b
I1002 15:14:37.613034 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.613041 21339 net.cpp:165] Memory required for data: 111691776
I1002 15:14:37.613054 21339 layer_factory.hpp:77] Creating layer relu_stage2_block4_branch2b
I1002 15:14:37.613067 21339 net.cpp:100] Creating Layer relu_stage2_block4_branch2b
I1002 15:14:37.613075 21339 net.cpp:434] relu_stage2_block4_branch2b <- conv_stage2_block4_branch2b
I1002 15:14:37.613088 21339 net.cpp:395] relu_stage2_block4_branch2b -> conv_stage2_block4_branch2b (in-place)
I1002 15:14:37.613101 21339 net.cpp:150] Setting up relu_stage2_block4_branch2b
I1002 15:14:37.613111 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.613117 21339 net.cpp:165] Memory required for data: 111792128
I1002 15:14:37.613124 21339 layer_factory.hpp:77] Creating layer conv_stage2_block4_branch2c
I1002 15:14:37.613147 21339 net.cpp:100] Creating Layer conv_stage2_block4_branch2c
I1002 15:14:37.613157 21339 net.cpp:434] conv_stage2_block4_branch2c <- conv_stage2_block4_branch2b
I1002 15:14:37.613169 21339 net.cpp:408] conv_stage2_block4_branch2c -> conv_stage2_block4_branch2c
I1002 15:14:37.614141 21339 net.cpp:150] Setting up conv_stage2_block4_branch2c
I1002 15:14:37.614161 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.614167 21339 net.cpp:165] Memory required for data: 112193536
I1002 15:14:37.614182 21339 layer_factory.hpp:77] Creating layer bn_stage2_block4_branch2c
I1002 15:14:37.614198 21339 net.cpp:100] Creating Layer bn_stage2_block4_branch2c
I1002 15:14:37.614207 21339 net.cpp:434] bn_stage2_block4_branch2c <- conv_stage2_block4_branch2c
I1002 15:14:37.614218 21339 net.cpp:395] bn_stage2_block4_branch2c -> conv_stage2_block4_branch2c (in-place)
I1002 15:14:37.614248 21339 net.cpp:150] Setting up bn_stage2_block4_branch2c
I1002 15:14:37.614262 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.614269 21339 net.cpp:165] Memory required for data: 112594944
I1002 15:14:37.614282 21339 layer_factory.hpp:77] Creating layer scale_stage2_block4_branch2c
I1002 15:14:37.614295 21339 net.cpp:100] Creating Layer scale_stage2_block4_branch2c
I1002 15:14:37.614302 21339 net.cpp:434] scale_stage2_block4_branch2c <- conv_stage2_block4_branch2c
I1002 15:14:37.614315 21339 net.cpp:395] scale_stage2_block4_branch2c -> conv_stage2_block4_branch2c (in-place)
I1002 15:14:37.614337 21339 layer_factory.hpp:77] Creating layer scale_stage2_block4_branch2c
I1002 15:14:37.614369 21339 net.cpp:150] Setting up scale_stage2_block4_branch2c
I1002 15:14:37.614382 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.614388 21339 net.cpp:165] Memory required for data: 112996352
I1002 15:14:37.614399 21339 layer_factory.hpp:77] Creating layer eltwise_stage2_block4
I1002 15:14:37.614414 21339 net.cpp:100] Creating Layer eltwise_stage2_block4
I1002 15:14:37.614424 21339 net.cpp:434] eltwise_stage2_block4 <- eltwise_stage2_block3_relu_stage2_block3_0_split_1
I1002 15:14:37.614435 21339 net.cpp:434] eltwise_stage2_block4 <- conv_stage2_block4_branch2c
I1002 15:14:37.614446 21339 net.cpp:408] eltwise_stage2_block4 -> eltwise_stage2_block4
I1002 15:14:37.614464 21339 net.cpp:150] Setting up eltwise_stage2_block4
I1002 15:14:37.614475 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.614480 21339 net.cpp:165] Memory required for data: 113397760
I1002 15:14:37.614487 21339 layer_factory.hpp:77] Creating layer relu_stage2_block4
I1002 15:14:37.614501 21339 net.cpp:100] Creating Layer relu_stage2_block4
I1002 15:14:37.614509 21339 net.cpp:434] relu_stage2_block4 <- eltwise_stage2_block4
I1002 15:14:37.614521 21339 net.cpp:395] relu_stage2_block4 -> eltwise_stage2_block4 (in-place)
I1002 15:14:37.614531 21339 net.cpp:150] Setting up relu_stage2_block4
I1002 15:14:37.614542 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.614548 21339 net.cpp:165] Memory required for data: 113799168
I1002 15:14:37.614555 21339 layer_factory.hpp:77] Creating layer eltwise_stage2_block4_relu_stage2_block4_0_split
I1002 15:14:37.614567 21339 net.cpp:100] Creating Layer eltwise_stage2_block4_relu_stage2_block4_0_split
I1002 15:14:37.614574 21339 net.cpp:434] eltwise_stage2_block4_relu_stage2_block4_0_split <- eltwise_stage2_block4
I1002 15:14:37.614585 21339 net.cpp:408] eltwise_stage2_block4_relu_stage2_block4_0_split -> eltwise_stage2_block4_relu_stage2_block4_0_split_0
I1002 15:14:37.614598 21339 net.cpp:408] eltwise_stage2_block4_relu_stage2_block4_0_split -> eltwise_stage2_block4_relu_stage2_block4_0_split_1
I1002 15:14:37.614614 21339 net.cpp:150] Setting up eltwise_stage2_block4_relu_stage2_block4_0_split
I1002 15:14:37.614624 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.614634 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.614639 21339 net.cpp:165] Memory required for data: 114601984
I1002 15:14:37.614646 21339 layer_factory.hpp:77] Creating layer conv_stage2_block5_branch2a
I1002 15:14:37.614665 21339 net.cpp:100] Creating Layer conv_stage2_block5_branch2a
I1002 15:14:37.614675 21339 net.cpp:434] conv_stage2_block5_branch2a <- eltwise_stage2_block4_relu_stage2_block4_0_split_0
I1002 15:14:37.614687 21339 net.cpp:408] conv_stage2_block5_branch2a -> conv_stage2_block5_branch2a
I1002 15:14:37.615612 21339 net.cpp:150] Setting up conv_stage2_block5_branch2a
I1002 15:14:37.615629 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.615636 21339 net.cpp:165] Memory required for data: 114702336
I1002 15:14:37.615648 21339 layer_factory.hpp:77] Creating layer bn_stage2_block5_branch2a
I1002 15:14:37.615664 21339 net.cpp:100] Creating Layer bn_stage2_block5_branch2a
I1002 15:14:37.615672 21339 net.cpp:434] bn_stage2_block5_branch2a <- conv_stage2_block5_branch2a
I1002 15:14:37.615685 21339 net.cpp:395] bn_stage2_block5_branch2a -> conv_stage2_block5_branch2a (in-place)
I1002 15:14:37.615711 21339 net.cpp:150] Setting up bn_stage2_block5_branch2a
I1002 15:14:37.615723 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.615730 21339 net.cpp:165] Memory required for data: 114802688
I1002 15:14:37.615743 21339 layer_factory.hpp:77] Creating layer scale_stage2_block5_branch2a
I1002 15:14:37.615757 21339 net.cpp:100] Creating Layer scale_stage2_block5_branch2a
I1002 15:14:37.615766 21339 net.cpp:434] scale_stage2_block5_branch2a <- conv_stage2_block5_branch2a
I1002 15:14:37.615775 21339 net.cpp:395] scale_stage2_block5_branch2a -> conv_stage2_block5_branch2a (in-place)
I1002 15:14:37.615798 21339 layer_factory.hpp:77] Creating layer scale_stage2_block5_branch2a
I1002 15:14:37.615825 21339 net.cpp:150] Setting up scale_stage2_block5_branch2a
I1002 15:14:37.615838 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.615844 21339 net.cpp:165] Memory required for data: 114903040
I1002 15:14:37.615856 21339 layer_factory.hpp:77] Creating layer relu_stage2_block5_branch2a
I1002 15:14:37.615869 21339 net.cpp:100] Creating Layer relu_stage2_block5_branch2a
I1002 15:14:37.615877 21339 net.cpp:434] relu_stage2_block5_branch2a <- conv_stage2_block5_branch2a
I1002 15:14:37.615888 21339 net.cpp:395] relu_stage2_block5_branch2a -> conv_stage2_block5_branch2a (in-place)
I1002 15:14:37.615901 21339 net.cpp:150] Setting up relu_stage2_block5_branch2a
I1002 15:14:37.615911 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.615917 21339 net.cpp:165] Memory required for data: 115003392
I1002 15:14:37.615924 21339 layer_factory.hpp:77] Creating layer conv_stage2_block5_branch2b
I1002 15:14:37.615943 21339 net.cpp:100] Creating Layer conv_stage2_block5_branch2b
I1002 15:14:37.615952 21339 net.cpp:434] conv_stage2_block5_branch2b <- conv_stage2_block5_branch2a
I1002 15:14:37.615967 21339 net.cpp:408] conv_stage2_block5_branch2b -> conv_stage2_block5_branch2b
I1002 15:14:37.618144 21339 net.cpp:150] Setting up conv_stage2_block5_branch2b
I1002 15:14:37.618170 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.618176 21339 net.cpp:165] Memory required for data: 115103744
I1002 15:14:37.618191 21339 layer_factory.hpp:77] Creating layer bn_stage2_block5_branch2b
I1002 15:14:37.618207 21339 net.cpp:100] Creating Layer bn_stage2_block5_branch2b
I1002 15:14:37.618217 21339 net.cpp:434] bn_stage2_block5_branch2b <- conv_stage2_block5_branch2b
I1002 15:14:37.618239 21339 net.cpp:395] bn_stage2_block5_branch2b -> conv_stage2_block5_branch2b (in-place)
I1002 15:14:37.618273 21339 net.cpp:150] Setting up bn_stage2_block5_branch2b
I1002 15:14:37.641075 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.641111 21339 net.cpp:165] Memory required for data: 115204096
I1002 15:14:37.641149 21339 layer_factory.hpp:77] Creating layer scale_stage2_block5_branch2b
I1002 15:14:37.641180 21339 net.cpp:100] Creating Layer scale_stage2_block5_branch2b
I1002 15:14:37.641194 21339 net.cpp:434] scale_stage2_block5_branch2b <- conv_stage2_block5_branch2b
I1002 15:14:37.641223 21339 net.cpp:395] scale_stage2_block5_branch2b -> conv_stage2_block5_branch2b (in-place)
I1002 15:14:37.641266 21339 layer_factory.hpp:77] Creating layer scale_stage2_block5_branch2b
I1002 15:14:37.641307 21339 net.cpp:150] Setting up scale_stage2_block5_branch2b
I1002 15:14:37.641324 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.641331 21339 net.cpp:165] Memory required for data: 115304448
I1002 15:14:37.641346 21339 layer_factory.hpp:77] Creating layer relu_stage2_block5_branch2b
I1002 15:14:37.641362 21339 net.cpp:100] Creating Layer relu_stage2_block5_branch2b
I1002 15:14:37.641372 21339 net.cpp:434] relu_stage2_block5_branch2b <- conv_stage2_block5_branch2b
I1002 15:14:37.641388 21339 net.cpp:395] relu_stage2_block5_branch2b -> conv_stage2_block5_branch2b (in-place)
I1002 15:14:37.641404 21339 net.cpp:150] Setting up relu_stage2_block5_branch2b
I1002 15:14:37.641417 21339 net.cpp:157] Top shape: 1 128 14 14 (25088)
I1002 15:14:37.641427 21339 net.cpp:165] Memory required for data: 115404800
I1002 15:14:37.641434 21339 layer_factory.hpp:77] Creating layer conv_stage2_block5_branch2c
I1002 15:14:37.641463 21339 net.cpp:100] Creating Layer conv_stage2_block5_branch2c
I1002 15:14:37.641474 21339 net.cpp:434] conv_stage2_block5_branch2c <- conv_stage2_block5_branch2b
I1002 15:14:37.641495 21339 net.cpp:408] conv_stage2_block5_branch2c -> conv_stage2_block5_branch2c
I1002 15:14:37.643060 21339 net.cpp:150] Setting up conv_stage2_block5_branch2c
I1002 15:14:37.643092 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.643105 21339 net.cpp:165] Memory required for data: 115806208
I1002 15:14:37.643126 21339 layer_factory.hpp:77] Creating layer bn_stage2_block5_branch2c
I1002 15:14:37.643151 21339 net.cpp:100] Creating Layer bn_stage2_block5_branch2c
I1002 15:14:37.643167 21339 net.cpp:434] bn_stage2_block5_branch2c <- conv_stage2_block5_branch2c
I1002 15:14:37.643189 21339 net.cpp:395] bn_stage2_block5_branch2c -> conv_stage2_block5_branch2c (in-place)
I1002 15:14:37.643240 21339 net.cpp:150] Setting up bn_stage2_block5_branch2c
I1002 15:14:37.643260 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.643271 21339 net.cpp:165] Memory required for data: 116207616
I1002 15:14:37.643293 21339 layer_factory.hpp:77] Creating layer scale_stage2_block5_branch2c
I1002 15:14:37.643313 21339 net.cpp:100] Creating Layer scale_stage2_block5_branch2c
I1002 15:14:37.643326 21339 net.cpp:434] scale_stage2_block5_branch2c <- conv_stage2_block5_branch2c
I1002 15:14:37.643348 21339 net.cpp:395] scale_stage2_block5_branch2c -> conv_stage2_block5_branch2c (in-place)
I1002 15:14:37.643386 21339 layer_factory.hpp:77] Creating layer scale_stage2_block5_branch2c
I1002 15:14:37.643435 21339 net.cpp:150] Setting up scale_stage2_block5_branch2c
I1002 15:14:37.643460 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.643472 21339 net.cpp:165] Memory required for data: 116609024
I1002 15:14:37.643491 21339 layer_factory.hpp:77] Creating layer eltwise_stage2_block5
I1002 15:14:37.643512 21339 net.cpp:100] Creating Layer eltwise_stage2_block5
I1002 15:14:37.643527 21339 net.cpp:434] eltwise_stage2_block5 <- eltwise_stage2_block4_relu_stage2_block4_0_split_1
I1002 15:14:37.643543 21339 net.cpp:434] eltwise_stage2_block5 <- conv_stage2_block5_branch2c
I1002 15:14:37.643563 21339 net.cpp:408] eltwise_stage2_block5 -> eltwise_stage2_block5
I1002 15:14:37.643594 21339 net.cpp:150] Setting up eltwise_stage2_block5
I1002 15:14:37.643613 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.643625 21339 net.cpp:165] Memory required for data: 117010432
I1002 15:14:37.643637 21339 layer_factory.hpp:77] Creating layer relu_stage2_block5
I1002 15:14:37.643656 21339 net.cpp:100] Creating Layer relu_stage2_block5
I1002 15:14:37.643668 21339 net.cpp:434] relu_stage2_block5 <- eltwise_stage2_block5
I1002 15:14:37.643687 21339 net.cpp:395] relu_stage2_block5 -> eltwise_stage2_block5 (in-place)
I1002 15:14:37.643705 21339 net.cpp:150] Setting up relu_stage2_block5
I1002 15:14:37.643723 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.643734 21339 net.cpp:165] Memory required for data: 117411840
I1002 15:14:37.643746 21339 layer_factory.hpp:77] Creating layer eltwise_stage2_block5_relu_stage2_block5_0_split
I1002 15:14:37.643765 21339 net.cpp:100] Creating Layer eltwise_stage2_block5_relu_stage2_block5_0_split
I1002 15:14:37.643777 21339 net.cpp:434] eltwise_stage2_block5_relu_stage2_block5_0_split <- eltwise_stage2_block5
I1002 15:14:37.643795 21339 net.cpp:408] eltwise_stage2_block5_relu_stage2_block5_0_split -> eltwise_stage2_block5_relu_stage2_block5_0_split_0
I1002 15:14:37.643818 21339 net.cpp:408] eltwise_stage2_block5_relu_stage2_block5_0_split -> eltwise_stage2_block5_relu_stage2_block5_0_split_1
I1002 15:14:37.643848 21339 net.cpp:150] Setting up eltwise_stage2_block5_relu_stage2_block5_0_split
I1002 15:14:37.643867 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.643883 21339 net.cpp:157] Top shape: 1 512 14 14 (100352)
I1002 15:14:37.643894 21339 net.cpp:165] Memory required for data: 118214656
I1002 15:14:37.643906 21339 layer_factory.hpp:77] Creating layer conv_stage3_block0_proj_shortcut
I1002 15:14:37.643932 21339 net.cpp:100] Creating Layer conv_stage3_block0_proj_shortcut
I1002 15:14:37.643946 21339 net.cpp:434] conv_stage3_block0_proj_shortcut <- eltwise_stage2_block5_relu_stage2_block5_0_split_0
I1002 15:14:37.643973 21339 net.cpp:408] conv_stage3_block0_proj_shortcut -> conv_stage3_block0_proj_shortcut
I1002 15:14:37.654220 21339 net.cpp:150] Setting up conv_stage3_block0_proj_shortcut
I1002 15:14:37.654269 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.654278 21339 net.cpp:165] Memory required for data: 118415360
I1002 15:14:37.654296 21339 layer_factory.hpp:77] Creating layer bn_stage3_block0_proj_shortcut
I1002 15:14:37.654320 21339 net.cpp:100] Creating Layer bn_stage3_block0_proj_shortcut
I1002 15:14:37.654333 21339 net.cpp:434] bn_stage3_block0_proj_shortcut <- conv_stage3_block0_proj_shortcut
I1002 15:14:37.654348 21339 net.cpp:395] bn_stage3_block0_proj_shortcut -> conv_stage3_block0_proj_shortcut (in-place)
I1002 15:14:37.654384 21339 net.cpp:150] Setting up bn_stage3_block0_proj_shortcut
I1002 15:14:37.654395 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.654402 21339 net.cpp:165] Memory required for data: 118616064
I1002 15:14:37.654417 21339 layer_factory.hpp:77] Creating layer scale_stage3_block0_proj_shortcut
I1002 15:14:37.654431 21339 net.cpp:100] Creating Layer scale_stage3_block0_proj_shortcut
I1002 15:14:37.654439 21339 net.cpp:434] scale_stage3_block0_proj_shortcut <- conv_stage3_block0_proj_shortcut
I1002 15:14:37.654450 21339 net.cpp:395] scale_stage3_block0_proj_shortcut -> conv_stage3_block0_proj_shortcut (in-place)
I1002 15:14:37.654479 21339 layer_factory.hpp:77] Creating layer scale_stage3_block0_proj_shortcut
I1002 15:14:37.654512 21339 net.cpp:150] Setting up scale_stage3_block0_proj_shortcut
I1002 15:14:37.654525 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.654531 21339 net.cpp:165] Memory required for data: 118816768
I1002 15:14:37.654542 21339 layer_factory.hpp:77] Creating layer conv_stage3_block0_branch2a
I1002 15:14:37.654567 21339 net.cpp:100] Creating Layer conv_stage3_block0_branch2a
I1002 15:14:37.654577 21339 net.cpp:434] conv_stage3_block0_branch2a <- eltwise_stage2_block5_relu_stage2_block5_0_split_1
I1002 15:14:37.654590 21339 net.cpp:408] conv_stage3_block0_branch2a -> conv_stage3_block0_branch2a
I1002 15:14:37.656463 21339 net.cpp:150] Setting up conv_stage3_block0_branch2a
I1002 15:14:37.656494 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.656502 21339 net.cpp:165] Memory required for data: 118866944
I1002 15:14:37.656517 21339 layer_factory.hpp:77] Creating layer bn_stage3_block0_branch2a
I1002 15:14:37.656536 21339 net.cpp:100] Creating Layer bn_stage3_block0_branch2a
I1002 15:14:37.656546 21339 net.cpp:434] bn_stage3_block0_branch2a <- conv_stage3_block0_branch2a
I1002 15:14:37.656559 21339 net.cpp:395] bn_stage3_block0_branch2a -> conv_stage3_block0_branch2a (in-place)
I1002 15:14:37.656595 21339 net.cpp:150] Setting up bn_stage3_block0_branch2a
I1002 15:14:37.656607 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.656615 21339 net.cpp:165] Memory required for data: 118917120
I1002 15:14:37.656628 21339 layer_factory.hpp:77] Creating layer scale_stage3_block0_branch2a
I1002 15:14:37.656644 21339 net.cpp:100] Creating Layer scale_stage3_block0_branch2a
I1002 15:14:37.656654 21339 net.cpp:434] scale_stage3_block0_branch2a <- conv_stage3_block0_branch2a
I1002 15:14:37.656667 21339 net.cpp:395] scale_stage3_block0_branch2a -> conv_stage3_block0_branch2a (in-place)
I1002 15:14:37.656692 21339 layer_factory.hpp:77] Creating layer scale_stage3_block0_branch2a
I1002 15:14:37.656726 21339 net.cpp:150] Setting up scale_stage3_block0_branch2a
I1002 15:14:37.656738 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.656746 21339 net.cpp:165] Memory required for data: 118967296
I1002 15:14:37.656759 21339 layer_factory.hpp:77] Creating layer relu_stage3_block0_branch2a
I1002 15:14:37.656774 21339 net.cpp:100] Creating Layer relu_stage3_block0_branch2a
I1002 15:14:37.656781 21339 net.cpp:434] relu_stage3_block0_branch2a <- conv_stage3_block0_branch2a
I1002 15:14:37.656791 21339 net.cpp:395] relu_stage3_block0_branch2a -> conv_stage3_block0_branch2a (in-place)
I1002 15:14:37.656805 21339 net.cpp:150] Setting up relu_stage3_block0_branch2a
I1002 15:14:37.656815 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.656821 21339 net.cpp:165] Memory required for data: 119017472
I1002 15:14:37.656828 21339 layer_factory.hpp:77] Creating layer conv_stage3_block0_branch2b
I1002 15:14:37.656848 21339 net.cpp:100] Creating Layer conv_stage3_block0_branch2b
I1002 15:14:37.656857 21339 net.cpp:434] conv_stage3_block0_branch2b <- conv_stage3_block0_branch2a
I1002 15:14:37.656872 21339 net.cpp:408] conv_stage3_block0_branch2b -> conv_stage3_block0_branch2b
I1002 15:14:37.665014 21339 net.cpp:150] Setting up conv_stage3_block0_branch2b
I1002 15:14:37.665060 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.665066 21339 net.cpp:165] Memory required for data: 119067648
I1002 15:14:37.665083 21339 layer_factory.hpp:77] Creating layer bn_stage3_block0_branch2b
I1002 15:14:37.665103 21339 net.cpp:100] Creating Layer bn_stage3_block0_branch2b
I1002 15:14:37.665114 21339 net.cpp:434] bn_stage3_block0_branch2b <- conv_stage3_block0_branch2b
I1002 15:14:37.665128 21339 net.cpp:395] bn_stage3_block0_branch2b -> conv_stage3_block0_branch2b (in-place)
I1002 15:14:37.665161 21339 net.cpp:150] Setting up bn_stage3_block0_branch2b
I1002 15:14:37.665172 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.665179 21339 net.cpp:165] Memory required for data: 119117824
I1002 15:14:37.665191 21339 layer_factory.hpp:77] Creating layer scale_stage3_block0_branch2b
I1002 15:14:37.665205 21339 net.cpp:100] Creating Layer scale_stage3_block0_branch2b
I1002 15:14:37.665211 21339 net.cpp:434] scale_stage3_block0_branch2b <- conv_stage3_block0_branch2b
I1002 15:14:37.665221 21339 net.cpp:395] scale_stage3_block0_branch2b -> conv_stage3_block0_branch2b (in-place)
I1002 15:14:37.665246 21339 layer_factory.hpp:77] Creating layer scale_stage3_block0_branch2b
I1002 15:14:37.665274 21339 net.cpp:150] Setting up scale_stage3_block0_branch2b
I1002 15:14:37.665285 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.665292 21339 net.cpp:165] Memory required for data: 119168000
I1002 15:14:37.665302 21339 layer_factory.hpp:77] Creating layer relu_stage3_block0_branch2b
I1002 15:14:37.665313 21339 net.cpp:100] Creating Layer relu_stage3_block0_branch2b
I1002 15:14:37.665320 21339 net.cpp:434] relu_stage3_block0_branch2b <- conv_stage3_block0_branch2b
I1002 15:14:37.665329 21339 net.cpp:395] relu_stage3_block0_branch2b -> conv_stage3_block0_branch2b (in-place)
I1002 15:14:37.665340 21339 net.cpp:150] Setting up relu_stage3_block0_branch2b
I1002 15:14:37.665349 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.665355 21339 net.cpp:165] Memory required for data: 119218176
I1002 15:14:37.665361 21339 layer_factory.hpp:77] Creating layer conv_stage3_block0_branch2c
I1002 15:14:37.665383 21339 net.cpp:100] Creating Layer conv_stage3_block0_branch2c
I1002 15:14:37.665391 21339 net.cpp:434] conv_stage3_block0_branch2c <- conv_stage3_block0_branch2b
I1002 15:14:37.665403 21339 net.cpp:408] conv_stage3_block0_branch2c -> conv_stage3_block0_branch2c
I1002 15:14:37.668740 21339 net.cpp:150] Setting up conv_stage3_block0_branch2c
I1002 15:14:37.668771 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.668776 21339 net.cpp:165] Memory required for data: 119418880
I1002 15:14:37.668788 21339 layer_factory.hpp:77] Creating layer bn_stage3_block0_branch2c
I1002 15:14:37.668807 21339 net.cpp:100] Creating Layer bn_stage3_block0_branch2c
I1002 15:14:37.668815 21339 net.cpp:434] bn_stage3_block0_branch2c <- conv_stage3_block0_branch2c
I1002 15:14:37.668828 21339 net.cpp:395] bn_stage3_block0_branch2c -> conv_stage3_block0_branch2c (in-place)
I1002 15:14:37.668858 21339 net.cpp:150] Setting up bn_stage3_block0_branch2c
I1002 15:14:37.668867 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.668874 21339 net.cpp:165] Memory required for data: 119619584
I1002 15:14:37.668886 21339 layer_factory.hpp:77] Creating layer scale_stage3_block0_branch2c
I1002 15:14:37.668900 21339 net.cpp:100] Creating Layer scale_stage3_block0_branch2c
I1002 15:14:37.668907 21339 net.cpp:434] scale_stage3_block0_branch2c <- conv_stage3_block0_branch2c
I1002 15:14:37.668917 21339 net.cpp:395] scale_stage3_block0_branch2c -> conv_stage3_block0_branch2c (in-place)
I1002 15:14:37.668941 21339 layer_factory.hpp:77] Creating layer scale_stage3_block0_branch2c
I1002 15:14:37.668969 21339 net.cpp:150] Setting up scale_stage3_block0_branch2c
I1002 15:14:37.668980 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.668987 21339 net.cpp:165] Memory required for data: 119820288
I1002 15:14:37.668997 21339 layer_factory.hpp:77] Creating layer eltwise_stage3_block0
I1002 15:14:37.669008 21339 net.cpp:100] Creating Layer eltwise_stage3_block0
I1002 15:14:37.669014 21339 net.cpp:434] eltwise_stage3_block0 <- conv_stage3_block0_proj_shortcut
I1002 15:14:37.669023 21339 net.cpp:434] eltwise_stage3_block0 <- conv_stage3_block0_branch2c
I1002 15:14:37.669035 21339 net.cpp:408] eltwise_stage3_block0 -> eltwise_stage3_block0
I1002 15:14:37.669051 21339 net.cpp:150] Setting up eltwise_stage3_block0
I1002 15:14:37.669061 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.669067 21339 net.cpp:165] Memory required for data: 120020992
I1002 15:14:37.669073 21339 layer_factory.hpp:77] Creating layer relu_stage3_block0
I1002 15:14:37.669086 21339 net.cpp:100] Creating Layer relu_stage3_block0
I1002 15:14:37.669093 21339 net.cpp:434] relu_stage3_block0 <- eltwise_stage3_block0
I1002 15:14:37.669102 21339 net.cpp:395] relu_stage3_block0 -> eltwise_stage3_block0 (in-place)
I1002 15:14:37.669113 21339 net.cpp:150] Setting up relu_stage3_block0
I1002 15:14:37.669122 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.669127 21339 net.cpp:165] Memory required for data: 120221696
I1002 15:14:37.669134 21339 layer_factory.hpp:77] Creating layer eltwise_stage3_block0_relu_stage3_block0_0_split
I1002 15:14:37.669144 21339 net.cpp:100] Creating Layer eltwise_stage3_block0_relu_stage3_block0_0_split
I1002 15:14:37.669152 21339 net.cpp:434] eltwise_stage3_block0_relu_stage3_block0_0_split <- eltwise_stage3_block0
I1002 15:14:37.669163 21339 net.cpp:408] eltwise_stage3_block0_relu_stage3_block0_0_split -> eltwise_stage3_block0_relu_stage3_block0_0_split_0
I1002 15:14:37.669176 21339 net.cpp:408] eltwise_stage3_block0_relu_stage3_block0_0_split -> eltwise_stage3_block0_relu_stage3_block0_0_split_1
I1002 15:14:37.669189 21339 net.cpp:150] Setting up eltwise_stage3_block0_relu_stage3_block0_0_split
I1002 15:14:37.669198 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.669206 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.669212 21339 net.cpp:165] Memory required for data: 120623104
I1002 15:14:37.669219 21339 layer_factory.hpp:77] Creating layer conv_stage3_block1_branch2a
I1002 15:14:37.669241 21339 net.cpp:100] Creating Layer conv_stage3_block1_branch2a
I1002 15:14:37.669250 21339 net.cpp:434] conv_stage3_block1_branch2a <- eltwise_stage3_block0_relu_stage3_block0_0_split_0
I1002 15:14:37.669261 21339 net.cpp:408] conv_stage3_block1_branch2a -> conv_stage3_block1_branch2a
I1002 15:14:37.672703 21339 net.cpp:150] Setting up conv_stage3_block1_branch2a
I1002 15:14:37.672756 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.672770 21339 net.cpp:165] Memory required for data: 120673280
I1002 15:14:37.672791 21339 layer_factory.hpp:77] Creating layer bn_stage3_block1_branch2a
I1002 15:14:37.672827 21339 net.cpp:100] Creating Layer bn_stage3_block1_branch2a
I1002 15:14:37.672838 21339 net.cpp:434] bn_stage3_block1_branch2a <- conv_stage3_block1_branch2a
I1002 15:14:37.672853 21339 net.cpp:395] bn_stage3_block1_branch2a -> conv_stage3_block1_branch2a (in-place)
I1002 15:14:37.672885 21339 net.cpp:150] Setting up bn_stage3_block1_branch2a
I1002 15:14:37.672896 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.672902 21339 net.cpp:165] Memory required for data: 120723456
I1002 15:14:37.672915 21339 layer_factory.hpp:77] Creating layer scale_stage3_block1_branch2a
I1002 15:14:37.672931 21339 net.cpp:100] Creating Layer scale_stage3_block1_branch2a
I1002 15:14:37.672938 21339 net.cpp:434] scale_stage3_block1_branch2a <- conv_stage3_block1_branch2a
I1002 15:14:37.672950 21339 net.cpp:395] scale_stage3_block1_branch2a -> conv_stage3_block1_branch2a (in-place)
I1002 15:14:37.672972 21339 layer_factory.hpp:77] Creating layer scale_stage3_block1_branch2a
I1002 15:14:37.672999 21339 net.cpp:150] Setting up scale_stage3_block1_branch2a
I1002 15:14:37.673010 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.673015 21339 net.cpp:165] Memory required for data: 120773632
I1002 15:14:37.673027 21339 layer_factory.hpp:77] Creating layer relu_stage3_block1_branch2a
I1002 15:14:37.673040 21339 net.cpp:100] Creating Layer relu_stage3_block1_branch2a
I1002 15:14:37.673048 21339 net.cpp:434] relu_stage3_block1_branch2a <- conv_stage3_block1_branch2a
I1002 15:14:37.673056 21339 net.cpp:395] relu_stage3_block1_branch2a -> conv_stage3_block1_branch2a (in-place)
I1002 15:14:37.673068 21339 net.cpp:150] Setting up relu_stage3_block1_branch2a
I1002 15:14:37.673076 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.673082 21339 net.cpp:165] Memory required for data: 120823808
I1002 15:14:37.673089 21339 layer_factory.hpp:77] Creating layer conv_stage3_block1_branch2b
I1002 15:14:37.673106 21339 net.cpp:100] Creating Layer conv_stage3_block1_branch2b
I1002 15:14:37.673113 21339 net.cpp:434] conv_stage3_block1_branch2b <- conv_stage3_block1_branch2a
I1002 15:14:37.673128 21339 net.cpp:408] conv_stage3_block1_branch2b -> conv_stage3_block1_branch2b
I1002 15:14:37.680819 21339 net.cpp:150] Setting up conv_stage3_block1_branch2b
I1002 15:14:37.680865 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.680871 21339 net.cpp:165] Memory required for data: 120873984
I1002 15:14:37.680887 21339 layer_factory.hpp:77] Creating layer bn_stage3_block1_branch2b
I1002 15:14:37.680907 21339 net.cpp:100] Creating Layer bn_stage3_block1_branch2b
I1002 15:14:37.680917 21339 net.cpp:434] bn_stage3_block1_branch2b <- conv_stage3_block1_branch2b
I1002 15:14:37.680932 21339 net.cpp:395] bn_stage3_block1_branch2b -> conv_stage3_block1_branch2b (in-place)
I1002 15:14:37.680963 21339 net.cpp:150] Setting up bn_stage3_block1_branch2b
I1002 15:14:37.680974 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.680977 21339 net.cpp:165] Memory required for data: 120924160
I1002 15:14:37.680989 21339 layer_factory.hpp:77] Creating layer scale_stage3_block1_branch2b
I1002 15:14:37.681001 21339 net.cpp:100] Creating Layer scale_stage3_block1_branch2b
I1002 15:14:37.681008 21339 net.cpp:434] scale_stage3_block1_branch2b <- conv_stage3_block1_branch2b
I1002 15:14:37.681018 21339 net.cpp:395] scale_stage3_block1_branch2b -> conv_stage3_block1_branch2b (in-place)
I1002 15:14:37.681042 21339 layer_factory.hpp:77] Creating layer scale_stage3_block1_branch2b
I1002 15:14:37.681071 21339 net.cpp:150] Setting up scale_stage3_block1_branch2b
I1002 15:14:37.681082 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.681088 21339 net.cpp:165] Memory required for data: 120974336
I1002 15:14:37.681098 21339 layer_factory.hpp:77] Creating layer relu_stage3_block1_branch2b
I1002 15:14:37.681110 21339 net.cpp:100] Creating Layer relu_stage3_block1_branch2b
I1002 15:14:37.681118 21339 net.cpp:434] relu_stage3_block1_branch2b <- conv_stage3_block1_branch2b
I1002 15:14:37.681126 21339 net.cpp:395] relu_stage3_block1_branch2b -> conv_stage3_block1_branch2b (in-place)
I1002 15:14:37.681138 21339 net.cpp:150] Setting up relu_stage3_block1_branch2b
I1002 15:14:37.681148 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.681154 21339 net.cpp:165] Memory required for data: 121024512
I1002 15:14:37.681159 21339 layer_factory.hpp:77] Creating layer conv_stage3_block1_branch2c
I1002 15:14:37.681180 21339 net.cpp:100] Creating Layer conv_stage3_block1_branch2c
I1002 15:14:37.681187 21339 net.cpp:434] conv_stage3_block1_branch2c <- conv_stage3_block1_branch2b
I1002 15:14:37.681200 21339 net.cpp:408] conv_stage3_block1_branch2c -> conv_stage3_block1_branch2c
I1002 15:14:37.684535 21339 net.cpp:150] Setting up conv_stage3_block1_branch2c
I1002 15:14:37.684563 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.684569 21339 net.cpp:165] Memory required for data: 121225216
I1002 15:14:37.684582 21339 layer_factory.hpp:77] Creating layer bn_stage3_block1_branch2c
I1002 15:14:37.684597 21339 net.cpp:100] Creating Layer bn_stage3_block1_branch2c
I1002 15:14:37.684607 21339 net.cpp:434] bn_stage3_block1_branch2c <- conv_stage3_block1_branch2c
I1002 15:14:37.684623 21339 net.cpp:395] bn_stage3_block1_branch2c -> conv_stage3_block1_branch2c (in-place)
I1002 15:14:37.684653 21339 net.cpp:150] Setting up bn_stage3_block1_branch2c
I1002 15:14:37.684662 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.684667 21339 net.cpp:165] Memory required for data: 121425920
I1002 15:14:37.684679 21339 layer_factory.hpp:77] Creating layer scale_stage3_block1_branch2c
I1002 15:14:37.684690 21339 net.cpp:100] Creating Layer scale_stage3_block1_branch2c
I1002 15:14:37.684696 21339 net.cpp:434] scale_stage3_block1_branch2c <- conv_stage3_block1_branch2c
I1002 15:14:37.684707 21339 net.cpp:395] scale_stage3_block1_branch2c -> conv_stage3_block1_branch2c (in-place)
I1002 15:14:37.684731 21339 layer_factory.hpp:77] Creating layer scale_stage3_block1_branch2c
I1002 15:14:37.684758 21339 net.cpp:150] Setting up scale_stage3_block1_branch2c
I1002 15:14:37.684769 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.684775 21339 net.cpp:165] Memory required for data: 121626624
I1002 15:14:37.684785 21339 layer_factory.hpp:77] Creating layer eltwise_stage3_block1
I1002 15:14:37.684798 21339 net.cpp:100] Creating Layer eltwise_stage3_block1
I1002 15:14:37.684805 21339 net.cpp:434] eltwise_stage3_block1 <- eltwise_stage3_block0_relu_stage3_block0_0_split_1
I1002 15:14:37.684814 21339 net.cpp:434] eltwise_stage3_block1 <- conv_stage3_block1_branch2c
I1002 15:14:37.684825 21339 net.cpp:408] eltwise_stage3_block1 -> eltwise_stage3_block1
I1002 15:14:37.684844 21339 net.cpp:150] Setting up eltwise_stage3_block1
I1002 15:14:37.684854 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.684859 21339 net.cpp:165] Memory required for data: 121827328
I1002 15:14:37.684865 21339 layer_factory.hpp:77] Creating layer relu_stage3_block1
I1002 15:14:37.684875 21339 net.cpp:100] Creating Layer relu_stage3_block1
I1002 15:14:37.684882 21339 net.cpp:434] relu_stage3_block1 <- eltwise_stage3_block1
I1002 15:14:37.684891 21339 net.cpp:395] relu_stage3_block1 -> eltwise_stage3_block1 (in-place)
I1002 15:14:37.684902 21339 net.cpp:150] Setting up relu_stage3_block1
I1002 15:14:37.684911 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.684916 21339 net.cpp:165] Memory required for data: 122028032
I1002 15:14:37.684922 21339 layer_factory.hpp:77] Creating layer eltwise_stage3_block1_relu_stage3_block1_0_split
I1002 15:14:37.684933 21339 net.cpp:100] Creating Layer eltwise_stage3_block1_relu_stage3_block1_0_split
I1002 15:14:37.684939 21339 net.cpp:434] eltwise_stage3_block1_relu_stage3_block1_0_split <- eltwise_stage3_block1
I1002 15:14:37.684949 21339 net.cpp:408] eltwise_stage3_block1_relu_stage3_block1_0_split -> eltwise_stage3_block1_relu_stage3_block1_0_split_0
I1002 15:14:37.684963 21339 net.cpp:408] eltwise_stage3_block1_relu_stage3_block1_0_split -> eltwise_stage3_block1_relu_stage3_block1_0_split_1
I1002 15:14:37.684978 21339 net.cpp:150] Setting up eltwise_stage3_block1_relu_stage3_block1_0_split
I1002 15:14:37.684988 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.684995 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.685000 21339 net.cpp:165] Memory required for data: 122429440
I1002 15:14:37.685008 21339 layer_factory.hpp:77] Creating layer conv_stage3_block2_branch2a
I1002 15:14:37.685025 21339 net.cpp:100] Creating Layer conv_stage3_block2_branch2a
I1002 15:14:37.685034 21339 net.cpp:434] conv_stage3_block2_branch2a <- eltwise_stage3_block1_relu_stage3_block1_0_split_0
I1002 15:14:37.685047 21339 net.cpp:408] conv_stage3_block2_branch2a -> conv_stage3_block2_branch2a
I1002 15:14:37.688395 21339 net.cpp:150] Setting up conv_stage3_block2_branch2a
I1002 15:14:37.688437 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.688444 21339 net.cpp:165] Memory required for data: 122479616
I1002 15:14:37.688459 21339 layer_factory.hpp:77] Creating layer bn_stage3_block2_branch2a
I1002 15:14:37.688477 21339 net.cpp:100] Creating Layer bn_stage3_block2_branch2a
I1002 15:14:37.688488 21339 net.cpp:434] bn_stage3_block2_branch2a <- conv_stage3_block2_branch2a
I1002 15:14:37.688501 21339 net.cpp:395] bn_stage3_block2_branch2a -> conv_stage3_block2_branch2a (in-place)
I1002 15:14:37.688531 21339 net.cpp:150] Setting up bn_stage3_block2_branch2a
I1002 15:14:37.688544 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.688550 21339 net.cpp:165] Memory required for data: 122529792
I1002 15:14:37.688563 21339 layer_factory.hpp:77] Creating layer scale_stage3_block2_branch2a
I1002 15:14:37.688575 21339 net.cpp:100] Creating Layer scale_stage3_block2_branch2a
I1002 15:14:37.688582 21339 net.cpp:434] scale_stage3_block2_branch2a <- conv_stage3_block2_branch2a
I1002 15:14:37.688594 21339 net.cpp:395] scale_stage3_block2_branch2a -> conv_stage3_block2_branch2a (in-place)
I1002 15:14:37.688616 21339 layer_factory.hpp:77] Creating layer scale_stage3_block2_branch2a
I1002 15:14:37.688644 21339 net.cpp:150] Setting up scale_stage3_block2_branch2a
I1002 15:14:37.688655 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.688662 21339 net.cpp:165] Memory required for data: 122579968
I1002 15:14:37.688671 21339 layer_factory.hpp:77] Creating layer relu_stage3_block2_branch2a
I1002 15:14:37.688683 21339 net.cpp:100] Creating Layer relu_stage3_block2_branch2a
I1002 15:14:37.688690 21339 net.cpp:434] relu_stage3_block2_branch2a <- conv_stage3_block2_branch2a
I1002 15:14:37.688699 21339 net.cpp:395] relu_stage3_block2_branch2a -> conv_stage3_block2_branch2a (in-place)
I1002 15:14:37.688710 21339 net.cpp:150] Setting up relu_stage3_block2_branch2a
I1002 15:14:37.688719 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.688725 21339 net.cpp:165] Memory required for data: 122630144
I1002 15:14:37.688731 21339 layer_factory.hpp:77] Creating layer conv_stage3_block2_branch2b
I1002 15:14:37.688751 21339 net.cpp:100] Creating Layer conv_stage3_block2_branch2b
I1002 15:14:37.688760 21339 net.cpp:434] conv_stage3_block2_branch2b <- conv_stage3_block2_branch2a
I1002 15:14:37.688771 21339 net.cpp:408] conv_stage3_block2_branch2b -> conv_stage3_block2_branch2b
I1002 15:14:37.696012 21339 net.cpp:150] Setting up conv_stage3_block2_branch2b
I1002 15:14:37.696055 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.696063 21339 net.cpp:165] Memory required for data: 122680320
I1002 15:14:37.696079 21339 layer_factory.hpp:77] Creating layer bn_stage3_block2_branch2b
I1002 15:14:37.696097 21339 net.cpp:100] Creating Layer bn_stage3_block2_branch2b
I1002 15:14:37.696106 21339 net.cpp:434] bn_stage3_block2_branch2b <- conv_stage3_block2_branch2b
I1002 15:14:37.696125 21339 net.cpp:395] bn_stage3_block2_branch2b -> conv_stage3_block2_branch2b (in-place)
I1002 15:14:37.696154 21339 net.cpp:150] Setting up bn_stage3_block2_branch2b
I1002 15:14:37.696164 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.696169 21339 net.cpp:165] Memory required for data: 122730496
I1002 15:14:37.696180 21339 layer_factory.hpp:77] Creating layer scale_stage3_block2_branch2b
I1002 15:14:37.696193 21339 net.cpp:100] Creating Layer scale_stage3_block2_branch2b
I1002 15:14:37.696200 21339 net.cpp:434] scale_stage3_block2_branch2b <- conv_stage3_block2_branch2b
I1002 15:14:37.696223 21339 net.cpp:395] scale_stage3_block2_branch2b -> conv_stage3_block2_branch2b (in-place)
I1002 15:14:37.696246 21339 layer_factory.hpp:77] Creating layer scale_stage3_block2_branch2b
I1002 15:14:37.696274 21339 net.cpp:150] Setting up scale_stage3_block2_branch2b
I1002 15:14:37.696285 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.696290 21339 net.cpp:165] Memory required for data: 122780672
I1002 15:14:37.696301 21339 layer_factory.hpp:77] Creating layer relu_stage3_block2_branch2b
I1002 15:14:37.696312 21339 net.cpp:100] Creating Layer relu_stage3_block2_branch2b
I1002 15:14:37.696319 21339 net.cpp:434] relu_stage3_block2_branch2b <- conv_stage3_block2_branch2b
I1002 15:14:37.696328 21339 net.cpp:395] relu_stage3_block2_branch2b -> conv_stage3_block2_branch2b (in-place)
I1002 15:14:37.696339 21339 net.cpp:150] Setting up relu_stage3_block2_branch2b
I1002 15:14:37.696348 21339 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1002 15:14:37.696354 21339 net.cpp:165] Memory required for data: 122830848
I1002 15:14:37.696362 21339 layer_factory.hpp:77] Creating layer conv_stage3_block2_branch2c
I1002 15:14:37.696382 21339 net.cpp:100] Creating Layer conv_stage3_block2_branch2c
I1002 15:14:37.696389 21339 net.cpp:434] conv_stage3_block2_branch2c <- conv_stage3_block2_branch2b
I1002 15:14:37.696400 21339 net.cpp:408] conv_stage3_block2_branch2c -> conv_stage3_block2_branch2c
I1002 15:14:37.699635 21339 net.cpp:150] Setting up conv_stage3_block2_branch2c
I1002 15:14:37.699658 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.699663 21339 net.cpp:165] Memory required for data: 123031552
I1002 15:14:37.699673 21339 layer_factory.hpp:77] Creating layer bn_stage3_block2_branch2c
I1002 15:14:37.699684 21339 net.cpp:100] Creating Layer bn_stage3_block2_branch2c
I1002 15:14:37.699692 21339 net.cpp:434] bn_stage3_block2_branch2c <- conv_stage3_block2_branch2c
I1002 15:14:37.699707 21339 net.cpp:395] bn_stage3_block2_branch2c -> conv_stage3_block2_branch2c (in-place)
I1002 15:14:37.699731 21339 net.cpp:150] Setting up bn_stage3_block2_branch2c
I1002 15:14:37.699743 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.699749 21339 net.cpp:165] Memory required for data: 123232256
I1002 15:14:37.699760 21339 layer_factory.hpp:77] Creating layer scale_stage3_block2_branch2c
I1002 15:14:37.699769 21339 net.cpp:100] Creating Layer scale_stage3_block2_branch2c
I1002 15:14:37.699775 21339 net.cpp:434] scale_stage3_block2_branch2c <- conv_stage3_block2_branch2c
I1002 15:14:37.699784 21339 net.cpp:395] scale_stage3_block2_branch2c -> conv_stage3_block2_branch2c (in-place)
I1002 15:14:37.699806 21339 layer_factory.hpp:77] Creating layer scale_stage3_block2_branch2c
I1002 15:14:37.699834 21339 net.cpp:150] Setting up scale_stage3_block2_branch2c
I1002 15:14:37.699843 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.699848 21339 net.cpp:165] Memory required for data: 123432960
I1002 15:14:37.699857 21339 layer_factory.hpp:77] Creating layer eltwise_stage3_block2
I1002 15:14:37.699868 21339 net.cpp:100] Creating Layer eltwise_stage3_block2
I1002 15:14:37.699877 21339 net.cpp:434] eltwise_stage3_block2 <- eltwise_stage3_block1_relu_stage3_block1_0_split_1
I1002 15:14:37.699887 21339 net.cpp:434] eltwise_stage3_block2 <- conv_stage3_block2_branch2c
I1002 15:14:37.699899 21339 net.cpp:408] eltwise_stage3_block2 -> eltwise_stage3_block2
I1002 15:14:37.699918 21339 net.cpp:150] Setting up eltwise_stage3_block2
I1002 15:14:37.699930 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.699945 21339 net.cpp:165] Memory required for data: 123633664
I1002 15:14:37.699960 21339 layer_factory.hpp:77] Creating layer relu_stage3_block2
I1002 15:14:37.699976 21339 net.cpp:100] Creating Layer relu_stage3_block2
I1002 15:14:37.699987 21339 net.cpp:434] relu_stage3_block2 <- eltwise_stage3_block2
I1002 15:14:37.700001 21339 net.cpp:395] relu_stage3_block2 -> eltwise_stage3_block2 (in-place)
I1002 15:14:37.700017 21339 net.cpp:150] Setting up relu_stage3_block2
I1002 15:14:37.700032 21339 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1002 15:14:37.700042 21339 net.cpp:165] Memory required for data: 123834368
I1002 15:14:37.700053 21339 layer_factory.hpp:77] Creating layer pool
I1002 15:14:37.700067 21339 net.cpp:100] Creating Layer pool
I1002 15:14:37.700073 21339 net.cpp:434] pool <- eltwise_stage3_block2
I1002 15:14:37.700083 21339 net.cpp:408] pool -> pool
I1002 15:14:37.700104 21339 net.cpp:150] Setting up pool
I1002 15:14:37.700120 21339 net.cpp:157] Top shape: 1 1024 1 1 (1024)
I1002 15:14:37.700130 21339 net.cpp:165] Memory required for data: 123838464
I1002 15:14:37.700140 21339 layer_factory.hpp:77] Creating layer fc_nsfw
I1002 15:14:37.700157 21339 net.cpp:100] Creating Layer fc_nsfw
I1002 15:14:37.700167 21339 net.cpp:434] fc_nsfw <- pool
I1002 15:14:37.700188 21339 net.cpp:408] fc_nsfw -> fc_nsfw
I1002 15:14:37.700258 21339 net.cpp:150] Setting up fc_nsfw
I1002 15:14:37.700275 21339 net.cpp:157] Top shape: 1 2 (2)
I1002 15:14:37.700285 21339 net.cpp:165] Memory required for data: 123838472
I1002 15:14:37.700306 21339 layer_factory.hpp:77] Creating layer prob
I1002 15:14:37.700327 21339 net.cpp:100] Creating Layer prob
I1002 15:14:37.700335 21339 net.cpp:434] prob <- fc_nsfw
I1002 15:14:37.700345 21339 net.cpp:408] prob -> prob
I1002 15:14:37.700361 21339 net.cpp:150] Setting up prob
I1002 15:14:37.700369 21339 net.cpp:157] Top shape: 1 2 (2)
I1002 15:14:37.700374 21339 net.cpp:165] Memory required for data: 123838480
I1002 15:14:37.700381 21339 net.cpp:228] prob does not need backward computation.
I1002 15:14:37.700394 21339 net.cpp:228] fc_nsfw does not need backward computation.
I1002 15:14:37.700400 21339 net.cpp:228] pool does not need backward computation.
I1002 15:14:37.700407 21339 net.cpp:228] relu_stage3_block2 does not need backward computation.
I1002 15:14:37.700412 21339 net.cpp:228] eltwise_stage3_block2 does not need backward computation.
I1002 15:14:37.700419 21339 net.cpp:228] scale_stage3_block2_branch2c does not need backward computation.
I1002 15:14:37.700425 21339 net.cpp:228] bn_stage3_block2_branch2c does not need backward computation.
I1002 15:14:37.700431 21339 net.cpp:228] conv_stage3_block2_branch2c does not need backward computation.
I1002 15:14:37.700438 21339 net.cpp:228] relu_stage3_block2_branch2b does not need backward computation.
I1002 15:14:37.700445 21339 net.cpp:228] scale_stage3_block2_branch2b does not need backward computation.
I1002 15:14:37.700451 21339 net.cpp:228] bn_stage3_block2_branch2b does not need backward computation.
I1002 15:14:37.700458 21339 net.cpp:228] conv_stage3_block2_branch2b does not need backward computation.
I1002 15:14:37.700464 21339 net.cpp:228] relu_stage3_block2_branch2a does not need backward computation.
I1002 15:14:37.700470 21339 net.cpp:228] scale_stage3_block2_branch2a does not need backward computation.
I1002 15:14:37.700477 21339 net.cpp:228] bn_stage3_block2_branch2a does not need backward computation.
I1002 15:14:37.700484 21339 net.cpp:228] conv_stage3_block2_branch2a does not need backward computation.
I1002 15:14:37.700490 21339 net.cpp:228] eltwise_stage3_block1_relu_stage3_block1_0_split does not need backward computation.
I1002 15:14:37.700498 21339 net.cpp:228] relu_stage3_block1 does not need backward computation.
I1002 15:14:37.700505 21339 net.cpp:228] eltwise_stage3_block1 does not need backward computation.
I1002 15:14:37.700512 21339 net.cpp:228] scale_stage3_block1_branch2c does not need backward computation.
I1002 15:14:37.700520 21339 net.cpp:228] bn_stage3_block1_branch2c does not need backward computation.
I1002 15:14:37.712730 21339 net.cpp:228] conv_stage3_block1_branch2c does not need backward computation.
I1002 15:14:37.712750 21339 net.cpp:228] relu_stage3_block1_branch2b does not need backward computation.
I1002 15:14:37.712756 21339 net.cpp:228] scale_stage3_block1_branch2b does not need backward computation.
I1002 15:14:37.712762 21339 net.cpp:228] bn_stage3_block1_branch2b does not need backward computation.
I1002 15:14:37.712767 21339 net.cpp:228] conv_stage3_block1_branch2b does not need backward computation.
I1002 15:14:37.712774 21339 net.cpp:228] relu_stage3_block1_branch2a does not need backward computation.
I1002 15:14:37.712779 21339 net.cpp:228] scale_stage3_block1_branch2a does not need backward computation.
I1002 15:14:37.712784 21339 net.cpp:228] bn_stage3_block1_branch2a does not need backward computation.
I1002 15:14:37.712790 21339 net.cpp:228] conv_stage3_block1_branch2a does not need backward computation.
I1002 15:14:37.712796 21339 net.cpp:228] eltwise_stage3_block0_relu_stage3_block0_0_split does not need backward computation.
I1002 15:14:37.712802 21339 net.cpp:228] relu_stage3_block0 does not need backward computation.
I1002 15:14:37.712808 21339 net.cpp:228] eltwise_stage3_block0 does not need backward computation.
I1002 15:14:37.712821 21339 net.cpp:228] scale_stage3_block0_branch2c does not need backward computation.
I1002 15:14:37.712834 21339 net.cpp:228] bn_stage3_block0_branch2c does not need backward computation.
I1002 15:14:37.712843 21339 net.cpp:228] conv_stage3_block0_branch2c does not need backward computation.
I1002 15:14:37.712852 21339 net.cpp:228] relu_stage3_block0_branch2b does not need backward computation.
I1002 15:14:37.712859 21339 net.cpp:228] scale_stage3_block0_branch2b does not need backward computation.
I1002 15:14:37.712867 21339 net.cpp:228] bn_stage3_block0_branch2b does not need backward computation.
I1002 15:14:37.712875 21339 net.cpp:228] conv_stage3_block0_branch2b does not need backward computation.
I1002 15:14:37.712893 21339 net.cpp:228] relu_stage3_block0_branch2a does not need backward computation.
I1002 15:14:37.712906 21339 net.cpp:228] scale_stage3_block0_branch2a does not need backward computation.
I1002 15:14:37.712918 21339 net.cpp:228] bn_stage3_block0_branch2a does not need backward computation.
I1002 15:14:37.712929 21339 net.cpp:228] conv_stage3_block0_branch2a does not need backward computation.
I1002 15:14:37.712941 21339 net.cpp:228] scale_stage3_block0_proj_shortcut does not need backward computation.
I1002 15:14:37.712951 21339 net.cpp:228] bn_stage3_block0_proj_shortcut does not need backward computation.
I1002 15:14:37.712961 21339 net.cpp:228] conv_stage3_block0_proj_shortcut does not need backward computation.
I1002 15:14:37.712972 21339 net.cpp:228] eltwise_stage2_block5_relu_stage2_block5_0_split does not need backward computation.
I1002 15:14:37.712985 21339 net.cpp:228] relu_stage2_block5 does not need backward computation.
I1002 15:14:37.712996 21339 net.cpp:228] eltwise_stage2_block5 does not need backward computation.
I1002 15:14:37.713011 21339 net.cpp:228] scale_stage2_block5_branch2c does not need backward computation.
I1002 15:14:37.713023 21339 net.cpp:228] bn_stage2_block5_branch2c does not need backward computation.
I1002 15:14:37.713034 21339 net.cpp:228] conv_stage2_block5_branch2c does not need backward computation.
I1002 15:14:37.713048 21339 net.cpp:228] relu_stage2_block5_branch2b does not need backward computation.
I1002 15:14:37.713063 21339 net.cpp:228] scale_stage2_block5_branch2b does not need backward computation.
I1002 15:14:37.713075 21339 net.cpp:228] bn_stage2_block5_branch2b does not need backward computation.
I1002 15:14:37.713088 21339 net.cpp:228] conv_stage2_block5_branch2b does not need backward computation.
I1002 15:14:37.713101 21339 net.cpp:228] relu_stage2_block5_branch2a does not need backward computation.
I1002 15:14:37.713114 21339 net.cpp:228] scale_stage2_block5_branch2a does not need backward computation.
I1002 15:14:37.713122 21339 net.cpp:228] bn_stage2_block5_branch2a does not need backward computation.
I1002 15:14:37.713129 21339 net.cpp:228] conv_stage2_block5_branch2a does not need backward computation.
I1002 15:14:37.713137 21339 net.cpp:228] eltwise_stage2_block4_relu_stage2_block4_0_split does not need backward computation.
I1002 15:14:37.713145 21339 net.cpp:228] relu_stage2_block4 does not need backward computation.
I1002 15:14:37.713151 21339 net.cpp:228] eltwise_stage2_block4 does not need backward computation.
I1002 15:14:37.713160 21339 net.cpp:228] scale_stage2_block4_branch2c does not need backward computation.
I1002 15:14:37.713171 21339 net.cpp:228] bn_stage2_block4_branch2c does not need backward computation.
I1002 15:14:37.713181 21339 net.cpp:228] conv_stage2_block4_branch2c does not need backward computation.
I1002 15:14:37.713193 21339 net.cpp:228] relu_stage2_block4_branch2b does not need backward computation.
I1002 15:14:37.713204 21339 net.cpp:228] scale_stage2_block4_branch2b does not need backward computation.
I1002 15:14:37.713215 21339 net.cpp:228] bn_stage2_block4_branch2b does not need backward computation.
I1002 15:14:37.713227 21339 net.cpp:228] conv_stage2_block4_branch2b does not need backward computation.
I1002 15:14:37.713240 21339 net.cpp:228] relu_stage2_block4_branch2a does not need backward computation.
I1002 15:14:37.713253 21339 net.cpp:228] scale_stage2_block4_branch2a does not need backward computation.
I1002 15:14:37.713264 21339 net.cpp:228] bn_stage2_block4_branch2a does not need backward computation.
I1002 15:14:37.713276 21339 net.cpp:228] conv_stage2_block4_branch2a does not need backward computation.
I1002 15:14:37.713302 21339 net.cpp:228] eltwise_stage2_block3_relu_stage2_block3_0_split does not need backward computation.
I1002 15:14:37.713330 21339 net.cpp:228] relu_stage2_block3 does not need backward computation.
I1002 15:14:37.713431 21339 net.cpp:228] eltwise_stage2_block3 does not need backward computation.
I1002 15:14:37.713456 21339 net.cpp:228] scale_stage2_block3_branch2c does not need backward computation.
I1002 15:14:37.713464 21339 net.cpp:228] bn_stage2_block3_branch2c does not need backward computation.
I1002 15:14:37.713472 21339 net.cpp:228] conv_stage2_block3_branch2c does not need backward computation.
I1002 15:14:37.713481 21339 net.cpp:228] relu_stage2_block3_branch2b does not need backward computation.
I1002 15:14:37.713495 21339 net.cpp:228] scale_stage2_block3_branch2b does not need backward computation.
I1002 15:14:37.713506 21339 net.cpp:228] bn_stage2_block3_branch2b does not need backward computation.
I1002 15:14:37.713517 21339 net.cpp:228] conv_stage2_block3_branch2b does not need backward computation.
I1002 15:14:37.713541 21339 net.cpp:228] relu_stage2_block3_branch2a does not need backward computation.
I1002 15:14:37.713559 21339 net.cpp:228] scale_stage2_block3_branch2a does not need backward computation.
I1002 15:14:37.713577 21339 net.cpp:228] bn_stage2_block3_branch2a does not need backward computation.
I1002 15:14:37.713595 21339 net.cpp:228] conv_stage2_block3_branch2a does not need backward computation.
I1002 15:14:37.713618 21339 net.cpp:228] eltwise_stage2_block2_relu_stage2_block2_0_split does not need backward computation.
I1002 15:14:37.713639 21339 net.cpp:228] relu_stage2_block2 does not need backward computation.
I1002 15:14:37.713660 21339 net.cpp:228] eltwise_stage2_block2 does not need backward computation.
I1002 15:14:37.713683 21339 net.cpp:228] scale_stage2_block2_branch2c does not need backward computation.
I1002 15:14:37.713703 21339 net.cpp:228] bn_stage2_block2_branch2c does not need backward computation.
I1002 15:14:37.713713 21339 net.cpp:228] conv_stage2_block2_branch2c does not need backward computation.
I1002 15:14:37.713723 21339 net.cpp:228] relu_stage2_block2_branch2b does not need backward computation.
I1002 15:14:37.713733 21339 net.cpp:228] scale_stage2_block2_branch2b does not need backward computation.
I1002 15:14:37.713744 21339 net.cpp:228] bn_stage2_block2_branch2b does not need backward computation.
I1002 15:14:37.713773 21339 net.cpp:228] conv_stage2_block2_branch2b does not need backward computation.
I1002 15:14:37.713788 21339 net.cpp:228] relu_stage2_block2_branch2a does not need backward computation.
I1002 15:14:37.713799 21339 net.cpp:228] scale_stage2_block2_branch2a does not need backward computation.
I1002 15:14:37.713812 21339 net.cpp:228] bn_stage2_block2_branch2a does not need backward computation.
I1002 15:14:37.713824 21339 net.cpp:228] conv_stage2_block2_branch2a does not need backward computation.
I1002 15:14:37.713835 21339 net.cpp:228] eltwise_stage2_block1_relu_stage2_block1_0_split does not need backward computation.
I1002 15:14:37.713847 21339 net.cpp:228] relu_stage2_block1 does not need backward computation.
I1002 15:14:37.713860 21339 net.cpp:228] eltwise_stage2_block1 does not need backward computation.
I1002 15:14:37.713873 21339 net.cpp:228] scale_stage2_block1_branch2c does not need backward computation.
I1002 15:14:37.713886 21339 net.cpp:228] bn_stage2_block1_branch2c does not need backward computation.
I1002 15:14:37.713897 21339 net.cpp:228] conv_stage2_block1_branch2c does not need backward computation.
I1002 15:14:37.713912 21339 net.cpp:228] relu_stage2_block1_branch2b does not need backward computation.
I1002 15:14:37.713922 21339 net.cpp:228] scale_stage2_block1_branch2b does not need backward computation.
I1002 15:14:37.713933 21339 net.cpp:228] bn_stage2_block1_branch2b does not need backward computation.
I1002 15:14:37.713943 21339 net.cpp:228] conv_stage2_block1_branch2b does not need backward computation.
I1002 15:14:37.713954 21339 net.cpp:228] relu_stage2_block1_branch2a does not need backward computation.
I1002 15:14:37.723848 21339 net.cpp:228] scale_stage2_block1_branch2a does not need backward computation.
I1002 15:14:37.723901 21339 net.cpp:228] bn_stage2_block1_branch2a does not need backward computation.
I1002 15:14:37.723924 21339 net.cpp:228] conv_stage2_block1_branch2a does not need backward computation.
I1002 15:14:37.723958 21339 net.cpp:228] eltwise_stage2_block0_relu_stage2_block0_0_split does not need backward computation.
I1002 15:14:37.723973 21339 net.cpp:228] relu_stage2_block0 does not need backward computation.
I1002 15:14:37.723985 21339 net.cpp:228] eltwise_stage2_block0 does not need backward computation.
I1002 15:14:37.724000 21339 net.cpp:228] scale_stage2_block0_branch2c does not need backward computation.
I1002 15:14:37.724010 21339 net.cpp:228] bn_stage2_block0_branch2c does not need backward computation.
I1002 15:14:37.724032 21339 net.cpp:228] conv_stage2_block0_branch2c does not need backward computation.
I1002 15:14:37.724043 21339 net.cpp:228] relu_stage2_block0_branch2b does not need backward computation.
I1002 15:14:37.724055 21339 net.cpp:228] scale_stage2_block0_branch2b does not need backward computation.
I1002 15:14:37.724064 21339 net.cpp:228] bn_stage2_block0_branch2b does not need backward computation.
I1002 15:14:37.724074 21339 net.cpp:228] conv_stage2_block0_branch2b does not need backward computation.
I1002 15:14:37.724086 21339 net.cpp:228] relu_stage2_block0_branch2a does not need backward computation.
I1002 15:14:37.724097 21339 net.cpp:228] scale_stage2_block0_branch2a does not need backward computation.
I1002 15:14:37.724107 21339 net.cpp:228] bn_stage2_block0_branch2a does not need backward computation.
I1002 15:14:37.724117 21339 net.cpp:228] conv_stage2_block0_branch2a does not need backward computation.
I1002 15:14:37.724130 21339 net.cpp:228] scale_stage2_block0_proj_shortcut does not need backward computation.
I1002 15:14:37.724140 21339 net.cpp:228] bn_stage2_block0_proj_shortcut does not need backward computation.
I1002 15:14:37.724151 21339 net.cpp:228] conv_stage2_block0_proj_shortcut does not need backward computation.
I1002 15:14:37.724164 21339 net.cpp:228] eltwise_stage1_block3_relu_stage1_block3_0_split does not need backward computation.
I1002 15:14:37.724174 21339 net.cpp:228] relu_stage1_block3 does not need backward computation.
I1002 15:14:37.724185 21339 net.cpp:228] eltwise_stage1_block3 does not need backward computation.
I1002 15:14:37.724198 21339 net.cpp:228] scale_stage1_block3_branch2c does not need backward computation.
I1002 15:14:37.724207 21339 net.cpp:228] bn_stage1_block3_branch2c does not need backward computation.
I1002 15:14:37.724218 21339 net.cpp:228] conv_stage1_block3_branch2c does not need backward computation.
I1002 15:14:37.724230 21339 net.cpp:228] relu_stage1_block3_branch2b does not need backward computation.
I1002 15:14:37.724239 21339 net.cpp:228] scale_stage1_block3_branch2b does not need backward computation.
I1002 15:14:37.724251 21339 net.cpp:228] bn_stage1_block3_branch2b does not need backward computation.
I1002 15:14:37.724261 21339 net.cpp:228] conv_stage1_block3_branch2b does not need backward computation.
I1002 15:14:37.724272 21339 net.cpp:228] relu_stage1_block3_branch2a does not need backward computation.
I1002 15:14:37.724282 21339 net.cpp:228] scale_stage1_block3_branch2a does not need backward computation.
I1002 15:14:37.724292 21339 net.cpp:228] bn_stage1_block3_branch2a does not need backward computation.
I1002 15:14:37.724303 21339 net.cpp:228] conv_stage1_block3_branch2a does not need backward computation.
I1002 15:14:37.724315 21339 net.cpp:228] eltwise_stage1_block2_relu_stage1_block2_0_split does not need backward computation.
I1002 15:14:37.724326 21339 net.cpp:228] relu_stage1_block2 does not need backward computation.
I1002 15:14:37.724336 21339 net.cpp:228] eltwise_stage1_block2 does not need backward computation.
I1002 15:14:37.724349 21339 net.cpp:228] scale_stage1_block2_branch2c does not need backward computation.
I1002 15:14:37.724359 21339 net.cpp:228] bn_stage1_block2_branch2c does not need backward computation.
I1002 15:14:37.724370 21339 net.cpp:228] conv_stage1_block2_branch2c does not need backward computation.
I1002 15:14:37.724381 21339 net.cpp:228] relu_stage1_block2_branch2b does not need backward computation.
I1002 15:14:37.724391 21339 net.cpp:228] scale_stage1_block2_branch2b does not need backward computation.
I1002 15:14:37.724401 21339 net.cpp:228] bn_stage1_block2_branch2b does not need backward computation.
I1002 15:14:37.724411 21339 net.cpp:228] conv_stage1_block2_branch2b does not need backward computation.
I1002 15:14:37.724423 21339 net.cpp:228] relu_stage1_block2_branch2a does not need backward computation.
I1002 15:14:37.724433 21339 net.cpp:228] scale_stage1_block2_branch2a does not need backward computation.
I1002 15:14:37.724444 21339 net.cpp:228] bn_stage1_block2_branch2a does not need backward computation.
I1002 15:14:37.724454 21339 net.cpp:228] conv_stage1_block2_branch2a does not need backward computation.
I1002 15:14:37.724467 21339 net.cpp:228] eltwise_stage1_block1_relu_stage1_block1_0_split does not need backward computation.
I1002 15:14:37.724478 21339 net.cpp:228] relu_stage1_block1 does not need backward computation.
I1002 15:14:37.724488 21339 net.cpp:228] eltwise_stage1_block1 does not need backward computation.
I1002 15:14:37.724500 21339 net.cpp:228] scale_stage1_block1_branch2c does not need backward computation.
I1002 15:14:37.724510 21339 net.cpp:228] bn_stage1_block1_branch2c does not need backward computation.
I1002 15:14:37.724521 21339 net.cpp:228] conv_stage1_block1_branch2c does not need backward computation.
I1002 15:14:37.724532 21339 net.cpp:228] relu_stage1_block1_branch2b does not need backward computation.
I1002 15:14:37.724544 21339 net.cpp:228] scale_stage1_block1_branch2b does not need backward computation.
I1002 15:14:37.724553 21339 net.cpp:228] bn_stage1_block1_branch2b does not need backward computation.
I1002 15:14:37.724565 21339 net.cpp:228] conv_stage1_block1_branch2b does not need backward computation.
I1002 15:14:37.724575 21339 net.cpp:228] relu_stage1_block1_branch2a does not need backward computation.
I1002 15:14:37.724586 21339 net.cpp:228] scale_stage1_block1_branch2a does not need backward computation.
I1002 15:14:37.724596 21339 net.cpp:228] bn_stage1_block1_branch2a does not need backward computation.
I1002 15:14:37.724606 21339 net.cpp:228] conv_stage1_block1_branch2a does not need backward computation.
I1002 15:14:37.724618 21339 net.cpp:228] eltwise_stage1_block0_relu_stage1_block0_0_split does not need backward computation.
I1002 15:14:37.724630 21339 net.cpp:228] relu_stage1_block0 does not need backward computation.
I1002 15:14:37.724640 21339 net.cpp:228] eltwise_stage1_block0 does not need backward computation.
I1002 15:14:37.724653 21339 net.cpp:228] scale_stage1_block0_branch2c does not need backward computation.
I1002 15:14:37.724663 21339 net.cpp:228] bn_stage1_block0_branch2c does not need backward computation.
I1002 15:14:37.724674 21339 net.cpp:228] conv_stage1_block0_branch2c does not need backward computation.
I1002 15:14:37.724685 21339 net.cpp:228] relu_stage1_block0_branch2b does not need backward computation.
I1002 15:14:37.724695 21339 net.cpp:228] scale_stage1_block0_branch2b does not need backward computation.
I1002 15:14:37.724706 21339 net.cpp:228] bn_stage1_block0_branch2b does not need backward computation.
I1002 15:14:37.724716 21339 net.cpp:228] conv_stage1_block0_branch2b does not need backward computation.
I1002 15:14:37.724728 21339 net.cpp:228] relu_stage1_block0_branch2a does not need backward computation.
I1002 15:14:37.727250 21339 net.cpp:228] scale_stage1_block0_branch2a does not need backward computation.
I1002 15:14:37.727272 21339 net.cpp:228] bn_stage1_block0_branch2a does not need backward computation.
I1002 15:14:37.727284 21339 net.cpp:228] conv_stage1_block0_branch2a does not need backward computation.
I1002 15:14:37.727305 21339 net.cpp:228] scale_stage1_block0_proj_shortcut does not need backward computation.
I1002 15:14:37.727321 21339 net.cpp:228] bn_stage1_block0_proj_shortcut does not need backward computation.
I1002 15:14:37.727330 21339 net.cpp:228] conv_stage1_block0_proj_shortcut does not need backward computation.
I1002 15:14:37.727342 21339 net.cpp:228] eltwise_stage0_block2_relu_stage0_block2_0_split does not need backward computation.
I1002 15:14:37.727355 21339 net.cpp:228] relu_stage0_block2 does not need backward computation.
I1002 15:14:37.727366 21339 net.cpp:228] eltwise_stage0_block2 does not need backward computation.
I1002 15:14:37.727380 21339 net.cpp:228] scale_stage0_block2_branch2c does not need backward computation.
I1002 15:14:37.727390 21339 net.cpp:228] bn_stage0_block2_branch2c does not need backward computation.
I1002 15:14:37.727401 21339 net.cpp:228] conv_stage0_block2_branch2c does not need backward computation.
I1002 15:14:37.727417 21339 net.cpp:228] relu_stage0_block2_branch2b does not need backward computation.
I1002 15:14:37.727430 21339 net.cpp:228] scale_stage0_block2_branch2b does not need backward computation.
I1002 15:14:37.727442 21339 net.cpp:228] bn_stage0_block2_branch2b does not need backward computation.
I1002 15:14:37.727452 21339 net.cpp:228] conv_stage0_block2_branch2b does not need backward computation.
I1002 15:14:37.727463 21339 net.cpp:228] relu_stage0_block2_branch2a does not need backward computation.
I1002 15:14:37.727475 21339 net.cpp:228] scale_stage0_block2_branch2a does not need backward computation.
I1002 15:14:37.727486 21339 net.cpp:228] bn_stage0_block2_branch2a does not need backward computation.
I1002 15:14:37.727497 21339 net.cpp:228] conv_stage0_block2_branch2a does not need backward computation.
I1002 15:14:37.727509 21339 net.cpp:228] eltwise_stage0_block1_relu_stage0_block1_0_split does not need backward computation.
I1002 15:14:37.727521 21339 net.cpp:228] relu_stage0_block1 does not need backward computation.
I1002 15:14:37.727532 21339 net.cpp:228] eltwise_stage0_block1 does not need backward computation.
I1002 15:14:37.727545 21339 net.cpp:228] scale_stage0_block1_branch2c does not need backward computation.
I1002 15:14:37.727557 21339 net.cpp:228] bn_stage0_block1_branch2c does not need backward computation.
I1002 15:14:37.727569 21339 net.cpp:228] conv_stage0_block1_branch2c does not need backward computation.
I1002 15:14:37.727582 21339 net.cpp:228] relu_stage0_block1_branch2b does not need backward computation.
I1002 15:14:37.727593 21339 net.cpp:228] scale_stage0_block1_branch2b does not need backward computation.
I1002 15:14:37.727604 21339 net.cpp:228] bn_stage0_block1_branch2b does not need backward computation.
I1002 15:14:37.727617 21339 net.cpp:228] conv_stage0_block1_branch2b does not need backward computation.
I1002 15:14:37.727632 21339 net.cpp:228] relu_stage0_block1_branch2a does not need backward computation.
I1002 15:14:37.727646 21339 net.cpp:228] scale_stage0_block1_branch2a does not need backward computation.
I1002 15:14:37.727661 21339 net.cpp:228] bn_stage0_block1_branch2a does not need backward computation.
I1002 15:14:37.727672 21339 net.cpp:228] conv_stage0_block1_branch2a does not need backward computation.
I1002 15:14:37.727685 21339 net.cpp:228] eltwise_stage0_block0_relu_stage0_block0_0_split does not need backward computation.
I1002 15:14:37.727699 21339 net.cpp:228] relu_stage0_block0 does not need backward computation.
I1002 15:14:37.727711 21339 net.cpp:228] eltwise_stage0_block0 does not need backward computation.
I1002 15:14:37.727725 21339 net.cpp:228] scale_stage0_block0_branch2c does not need backward computation.
I1002 15:14:37.727738 21339 net.cpp:228] bn_stage0_block0_branch2c does not need backward computation.
I1002 15:14:37.727751 21339 net.cpp:228] conv_stage0_block0_branch2c does not need backward computation.
I1002 15:14:37.727762 21339 net.cpp:228] relu_stage0_block0_branch2b does not need backward computation.
I1002 15:14:37.727833 21339 net.cpp:228] scale_stage0_block0_branch2b does not need backward computation.
I1002 15:14:37.727847 21339 net.cpp:228] bn_stage0_block0_branch2b does not need backward computation.
I1002 15:14:37.727859 21339 net.cpp:228] conv_stage0_block0_branch2b does not need backward computation.
I1002 15:14:37.727870 21339 net.cpp:228] relu_stage0_block0_branch2a does not need backward computation.
I1002 15:14:37.727882 21339 net.cpp:228] scale_stage0_block0_branch2a does not need backward computation.
I1002 15:14:37.727895 21339 net.cpp:228] bn_stage0_block0_branch2a does not need backward computation.
I1002 15:14:37.727906 21339 net.cpp:228] conv_stage0_block0_branch2a does not need backward computation.
I1002 15:14:37.727921 21339 net.cpp:228] scale_stage0_block0_proj_shortcut does not need backward computation.
I1002 15:14:37.727932 21339 net.cpp:228] bn_stage0_block0_proj_shortcut does not need backward computation.
I1002 15:14:37.727944 21339 net.cpp:228] conv_stage0_block0_proj_shortcut does not need backward computation.
I1002 15:14:37.727957 21339 net.cpp:228] pool1_pool1_0_split does not need backward computation.
I1002 15:14:37.727970 21339 net.cpp:228] pool1 does not need backward computation.
I1002 15:14:37.727983 21339 net.cpp:228] relu_1 does not need backward computation.
I1002 15:14:37.727995 21339 net.cpp:228] scale_1 does not need backward computation.
I1002 15:14:37.728008 21339 net.cpp:228] bn_1 does not need backward computation.
I1002 15:14:37.728018 21339 net.cpp:228] conv_1 does not need backward computation.
I1002 15:14:37.728031 21339 net.cpp:228] data does not need backward computation.
I1002 15:14:37.728042 21339 net.cpp:270] This network produces output prob
I1002 15:14:37.728277 21339 net.cpp:283] Network initialization done.
I1002 15:14:37.756680 21339 upgrade_proto.cpp:77] Attempting to upgrade batch norm layers using deprecated params: open_nsfw/nsfw_model/resnet_50_1by2_nsfw.caffemodel
I1002 15:14:37.756834 21339 upgrade_proto.cpp:80] Successfully upgraded batch norm layers using deprecated params.
I1002 15:14:37.766244 21339 net.cpp:761] Ignoring source layer loss
NSFW score: 0.0
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