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+ echo Logging output to experiments/logs/rfcn_alt_opt_5step_ohem_rpn4_ResNet-101_.txt.2016-11-06_23-33-58
Logging output to experiments/logs/rfcn_alt_opt_5step_ohem_rpn4_ResNet-101_.txt.2016-11-06_23-33-58
+ ./tools/train_rfcn_alt_opt_5stage.py --gpu 4 --net_name ResNet-101 --weights data/imagenet_models/ResNet-101-model.caffemodel --imdb coco_2014_train --imdb_test coco_2014_minival --cfg experiments/cfgs/rfcn_alt_opt_5step_ohem.yml --model rfcn_alt_opt_5step_ohem
Called with args:
Namespace(cfg_file='experiments/cfgs/rfcn_alt_opt_5step_ohem.yml', gpu_id=4, imdb_name='coco_2014_train', imdb_test_name='coco_2014_minival', model_name='rfcn_alt_opt_5step_ohem', net_name='ResNet-101', pretrained_model='data/imagenet_models/ResNet-101-model.caffemodel', set_cfgs=None)
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Stage 0 RPN, compute normalization means and stds
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
loading annotations into memory...
Done (t=11.90s)
creating index...
index created!
Loaded dataset `coco_2014_train` for training
Set proposal method: gt
Appending horizontally-flipped training examples...
wrote gt roidb to /home/zer0ne/src/R-FCN/data/cache/coco_2014_train_gt_roidb.pkl
done
Preparing training data...
done
Loaded dataset `coco_2014_train` for proposal generation
WARNING: Logging before InitGoogleLogging() is written to STDERR
I1106 23:51:21.360024 22079 upgrade_proto.cpp:66] Attempting to upgrade input file specified using deprecated input fields: /home/zer0ne/src/R-FCN/models/pascal_voc/ResNet-101/rfcn_alt_opt_5step_ohem/rpn_test.pt
I1106 23:51:21.360167 22079 upgrade_proto.cpp:69] Successfully upgraded file specified using deprecated input fields.
W1106 23:51:21.360177 22079 upgrade_proto.cpp:71] Note that future Caffe releases will only support input layers and not input fields.
I1106 23:51:21.362326 22079 net.cpp:58] Initializing net from parameters:
name: "ResNet-101"
state {
phase: TEST
level: 0
}
layer {
name: "input"
type: "Input"
top: "data"
top: "im_info"
input_param {
shape {
dim: 1
dim: 3
dim: 224
dim: 224
}
shape {
dim: 1
dim: 3
}
}
}
layer {
name: "conv1"
type: "Convolution"
bottom: "data"
top: "conv1"
param {
lr_mult: 0
}
convolution_param {
num_output: 64
bias_term: false
pad: 3
kernel_size: 7
stride: 2
}
}
layer {
name: "bn_conv1"
type: "BatchNorm"
bottom: "conv1"
top: "conv1"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale_conv1"
type: "Scale"
bottom: "conv1"
top: "conv1"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "conv1_relu"
type: "ReLU"
bottom: "conv1"
top: "conv1"
}
layer {
name: "pool1"
type: "Pooling"
bottom: "conv1"
top: "pool1"
pooling_param {
pool: MAX
kernel_size: 3
stride: 2
}
}
layer {
name: "res2a_branch1"
type: "Convolution"
bottom: "pool1"
top: "res2a_branch1"
param {
lr_mult: 0
}
convolution_param {
num_output: 256
bias_term: false
pad: 0
kernel_size: 1
stride: 1
}
}
layer {
name: "bn2a_branch1"
type: "BatchNorm"
bottom: "res2a_branch1"
top: "res2a_branch1"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale2a_branch1"
type: "Scale"
bottom: "res2a_branch1"
top: "res2a_branch1"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res2a_branch2a"
type: "Convolution"
bottom: "pool1"
top: "res2a_branch2a"
param {
lr_mult: 0
}
convolution_param {
num_output: 64
bias_term: false
pad: 0
kernel_size: 1
stride: 1
}
}
layer {
name: "bn2a_branch2a"
type: "BatchNorm"
bottom: "res2a_branch2a"
top: "res2a_branch2a"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale2a_branch2a"
type: "Scale"
bottom: "res2a_branch2a"
top: "res2a_branch2a"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res2a_branch2a_relu"
type: "ReLU"
bottom: "res2a_branch2a"
top: "res2a_branch2a"
}
layer {
name: "res2a_branch2b"
type: "Convolution"
bottom: "res2a_branch2a"
top: "res2a_branch2b"
param {
lr_mult: 0
}
convolution_param {
num_output: 64
bias_term: false
pad: 1
kernel_size: 3
stride: 1
}
}
layer {
name: "bn2a_branch2b"
type: "BatchNorm"
bottom: "res2a_branch2b"
top: "res2a_branch2b"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale2a_branch2b"
type: "Scale"
bottom: "res2a_branch2b"
top: "res2a_branch2b"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res2a_branch2b_relu"
type: "ReLU"
bottom: "res2a_branch2b"
top: "res2a_branch2b"
}
layer {
name: "res2a_branch2c"
type: "Convolution"
bottom: "res2a_branch2b"
top: "res2a_branch2c"
param {
lr_mult: 0
}
convolution_param {
num_output: 256
bias_term: false
pad: 0
kernel_size: 1
stride: 1
}
}
layer {
name: "bn2a_branch2c"
type: "BatchNorm"
bottom: "res2a_branch2c"
top: "res2a_branch2c"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale2a_branch2c"
type: "Scale"
bottom: "res2a_branch2c"
top: "res2a_branch2c"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res2a"
type: "Eltwise"
bottom: "res2a_branch1"
bottom: "res2a_branch2c"
top: "res2a"
}
layer {
name: "res2a_relu"
type: "ReLU"
bottom: "res2a"
top: "res2a"
}
layer {
name: "res2b_branch2a"
type: "Convolution"
bottom: "res2a"
top: "res2b_branch2a"
param {
lr_mult: 0
}
convolution_param {
num_output: 64
bias_term: false
pad: 0
kernel_size: 1
stride: 1
}
}
layer {
name: "bn2b_branch2a"
type: "BatchNorm"
bottom: "res2b_branch2a"
top: "res2b_branch2a"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale2b_branch2a"
type: "Scale"
bottom: "res2b_branch2a"
top: "res2b_branch2a"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res2b_branch2a_relu"
type: "ReLU"
bottom: "res2b_branch2a"
top: "res2b_branch2a"
}
layer {
name: "res2b_branch2b"
type: "Convolution"
bottom: "res2b_branch2a"
top: "res2b_branch2b"
param {
lr_mult: 0
}
convolution_param {
num_output: 64
bias_term: false
pad: 1
kernel_size: 3
stride: 1
}
}
layer {
name: "bn2b_branch2b"
type: "BatchNorm"
bottom: "res2b_branch2b"
top: "res2b_branch2b"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale2b_branch2b"
type: "Scale"
bottom: "res2b_branch2b"
top: "res2b_branch2b"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res2b_branch2b_relu"
type: "ReLU"
bottom: "res2b_branch2b"
top: "res2b_branch2b"
}
layer {
name: "res2b_branch2c"
type: "Convolution"
bottom: "res2b_branch2b"
top: "res2b_branch2c"
param {
lr_mult: 0
}
convolution_param {
num_output: 256
bias_term: false
pad: 0
kernel_size: 1
stride: 1
}
}
layer {
name: "bn2b_branch2c"
type: "BatchNorm"
bottom: "res2b_branch2c"
top: "res2b_branch2c"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale2b_branch2c"
type: "Scale"
bottom: "res2b_branch2c"
top: "res2b_branch2c"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res2b"
type: "Eltwise"
bottom: "res2a"
bottom: "res2b_branch2c"
top: "res2b"
}
layer {
name: "res2b_relu"
type: "ReLU"
bottom: "res2b"
top: "res2b"
}
layer {
name: "res2c_branch2a"
type: "Convolution"
bottom: "res2b"
top: "res2c_branch2a"
param {
lr_mult: 0
}
convolution_param {
num_output: 64
bias_term: false
pad: 0
kernel_size: 1
stride: 1
}
}
layer {
name: "bn2c_branch2a"
type: "BatchNorm"
bottom: "res2c_branch2a"
top: "res2c_branch2a"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale2c_branch2a"
type: "Scale"
bottom: "res2c_branch2a"
top: "res2c_branch2a"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res2c_branch2a_relu"
type: "ReLU"
bottom: "res2c_branch2a"
top: "res2c_branch2a"
}
layer {
name: "res2c_branch2b"
type: "Convolution"
bottom: "res2c_branch2a"
top: "res2c_branch2b"
param {
lr_mult: 0
}
convolution_param {
num_output: 64
bias_term: false
pad: 1
kernel_size: 3
stride: 1
}
}
layer {
name: "bn2c_branch2b"
type: "BatchNorm"
bottom: "res2c_branch2b"
top: "res2c_branch2b"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale2c_branch2b"
type: "Scale"
bottom: "res2c_branch2b"
top: "res2c_branch2b"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res2c_branch2b_relu"
type: "ReLU"
bottom: "res2c_branch2b"
top: "res2c_branch2b"
}
layer {
name: "res2c_branch2c"
type: "Convolution"
bottom: "res2c_branch2b"
top: "res2c_branch2c"
param {
lr_mult: 0
}
convolution_param {
num_output: 256
bias_term: false
pad: 0
kernel_size: 1
stride: 1
}
}
layer {
name: "bn2c_branch2c"
type: "BatchNorm"
bottom: "res2c_branch2c"
top: "res2c_branch2c"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale2c_branch2c"
type: "Scale"
bottom: "res2c_branch2c"
top: "res2c_branch2c"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res2c"
type: "Eltwise"
bottom: "res2b"
bottom: "res2c_branch2c"
top: "res2c"
}
layer {
name: "res2c_relu"
type: "ReLU"
bottom: "res2c"
top: "res2c"
}
layer {
name: "res3a_branch1"
type: "Convolution"
bottom: "res2c"
top: "res3a_branch1"
param {
lr_mult: 1
}
convolution_param {
num_output: 512
bias_term: false
pad: 0
kernel_size: 1
stride: 2
}
}
layer {
name: "bn3a_branch1"
type: "BatchNorm"
bottom: "res3a_branch1"
top: "res3a_branch1"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale3a_branch1"
type: "Scale"
bottom: "res3a_branch1"
top: "res3a_branch1"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res3a_branch2a"
type: "Convolution"
bottom: "res2c"
top: "res3a_branch2a"
param {
lr_mult: 1
}
convolution_param {
num_output: 128
bias_term: false
pad: 0
kernel_size: 1
stride: 2
}
}
layer {
name: "bn3a_branch2a"
type: "BatchNorm"
bottom: "res3a_branch2a"
top: "res3a_branch2a"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale3a_branch2a"
type: "Scale"
bottom: "res3a_branch2a"
top: "res3a_branch2a"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res3a_branch2a_relu"
type: "ReLU"
bottom: "res3a_branch2a"
top: "res3a_branch2a"
}
layer {
name: "res3a_branch2b"
type: "Convolution"
bottom: "res3a_branch2a"
top: "res3a_branch2b"
param {
lr_mult: 1
}
convolution_param {
num_output: 128
bias_term: false
pad: 1
kernel_size: 3
stride: 1
}
}
layer {
name: "bn3a_branch2b"
type: "BatchNorm"
bottom: "res3a_branch2b"
top: "res3a_branch2b"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale3a_branch2b"
type: "Scale"
bottom: "res3a_branch2b"
top: "res3a_branch2b"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res3a_branch2b_relu"
type: "ReLU"
bottom: "res3a_branch2b"
top: "res3a_branch2b"
}
layer {
name: "res3a_branch2c"
type: "Convolution"
bottom: "res3a_branch2b"
top: "res3a_branch2c"
param {
lr_mult: 1
}
convolution_param {
num_output: 512
bias_term: false
pad: 0
kernel_size: 1
stride: 1
}
}
layer {
name: "bn3a_branch2c"
type: "BatchNorm"
bottom: "res3a_branch2c"
top: "res3a_branch2c"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale3a_branch2c"
type: "Scale"
bottom: "res3a_branch2c"
top: "res3a_branch2c"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res3a"
type: "Eltwise"
bottom: "res3a_branch1"
bottom: "res3a_branch2c"
top: "res3a"
}
layer {
name: "res3a_relu"
type: "ReLU"
bottom: "res3a"
top: "res3a"
}
layer {
name: "res3b1_branch2a"
type: "Convolution"
bottom: "res3a"
top: "res3b1_branch2a"
param {
lr_mult: 1
}
convolution_param {
num_output: 128
bias_term: false
pad: 0
kernel_size: 1
stride: 1
}
}
layer {
name: "bn3b1_branch2a"
type: "BatchNorm"
bottom: "res3b1_branch2a"
top: "res3b1_branch2a"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale3b1_branch2a"
type: "Scale"
bottom: "res3b1_branch2a"
top: "res3b1_branch2a"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res3b1_branch2a_relu"
type: "ReLU"
bottom: "res3b1_branch2a"
top: "res3b1_branch2a"
}
layer {
name: "res3b1_branch2b"
type: "Convolution"
bottom: "res3b1_branch2a"
top: "res3b1_branch2b"
param {
lr_mult: 1
}
convolution_param {
num_output: 128
bias_term: false
pad: 1
kernel_size: 3
stride: 1
}
}
layer {
name: "bn3b1_branch2b"
type: "BatchNorm"
bottom: "res3b1_branch2b"
top: "res3b1_branch2b"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale3b1_branch2b"
type: "Scale"
bottom: "res3b1_branch2b"
top: "res3b1_branch2b"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res3b1_branch2b_relu"
type: "ReLU"
bottom: "res3b1_branch2b"
top: "res3b1_branch2b"
}
layer {
name: "res3b1_branch2c"
type: "Convolution"
bottom: "res3b1_branch2b"
top: "res3b1_branch2c"
param {
lr_mult: 1
}
convolution_param {
num_output: 512
bias_term: false
pad: 0
kernel_size: 1
stride: 1
}
}
layer {
name: "bn3b1_branch2c"
type: "BatchNorm"
bottom: "res3b1_branch2c"
top: "res3b1_branch2c"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale3b1_branch2c"
type: "Scale"
bottom: "res3b1_branch2c"
top: "res3b1_branch2c"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res3b1"
type: "Eltwise"
bottom: "res3a"
bottom: "res3b1_branch2c"
top: "res3b1"
}
layer {
name: "res3b1_relu"
type: "ReLU"
bottom: "res3b1"
top: "res3b1"
}
layer {
name: "res3b2_branch2a"
type: "Convolution"
bottom: "res3b1"
top: "res3b2_branch2a"
param {
lr_mult: 1
}
convolution_param {
num_output: 128
bias_term: false
pad: 0
kernel_size: 1
stride: 1
}
}
layer {
name: "bn3b2_branch2a"
type: "BatchNorm"
bottom: "res3b2_branch2a"
top: "res3b2_branch2a"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale3b2_branch2a"
type: "Scale"
bottom: "res3b2_branch2a"
top: "res3b2_branch2a"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res3b2_branch2a_relu"
type: "ReLU"
bottom: "res3b2_branch2a"
top: "res3b2_branch2a"
}
layer {
name: "res3b2_branch2b"
type: "Convolution"
bottom: "res3b2_branch2a"
top: "res3b2_branch2b"
param {
lr_mult: 1
}
convolution_param {
num_output: 128
bias_term: false
pad: 1
kernel_size: 3
stride: 1
}
}
layer {
name: "bn3b2_branch2b"
type: "BatchNorm"
bottom: "res3b2_branch2b"
top: "res3b2_branch2b"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale3b2_branch2b"
type: "Scale"
bottom: "res3b2_branch2b"
top: "res3b2_branch2b"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res3b2_branch2b_relu"
type: "ReLU"
bottom: "res3b2_branch2b"
top: "res3b2_branch2b"
}
layer {
name: "res3b2_branch2c"
type: "Convolution"
bottom: "res3b2_branch2b"
top: "res3b2_branch2c"
param {
lr_mult: 1
}
convolution_param {
num_output: 512
bias_term: false
pad: 0
kernel_size: 1
stride: 1
}
}
layer {
name: "bn3b2_branch2c"
type: "BatchNorm"
bottom: "res3b2_branch2c"
top: "res3b2_branch2c"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale3b2_branch2c"
type: "Scale"
bottom: "res3b2_branch2c"
top: "res3b2_branch2c"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res3b2"
type: "Eltwise"
bottom: "res3b1"
bottom: "res3b2_branch2c"
top: "res3b2"
}
layer {
name: "res3b2_relu"
type: "ReLU"
bottom: "res3b2"
top: "res3b2"
}
layer {
name: "res3b3_branch2a"
type: "Convolution"
bottom: "res3b2"
top: "res3b3_branch2a"
param {
lr_mult: 1
}
convolution_param {
num_output: 128
bias_term: false
pad: 0
kernel_size: 1
stride: 1
}
}
layer {
name: "bn3b3_branch2a"
type: "BatchNorm"
bottom: "res3b3_branch2a"
top: "res3b3_branch2a"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale3b3_branch2a"
type: "Scale"
bottom: "res3b3_branch2a"
top: "res3b3_branch2a"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res3b3_branch2a_relu"
type: "ReLU"
bottom: "res3b3_branch2a"
top: "res3b3_branch2a"
}
layer {
name: "res3b3_branch2b"
type: "Convolution"
bottom: "res3b3_branch2a"
top: "res3b3_branch2b"
param {
lr_mult: 1
}
convolution_param {
num_output: 128
bias_term: false
pad: 1
kernel_size: 3
stride: 1
}
}
layer {
name: "bn3b3_branch2b"
type: "BatchNorm"
bottom: "res3b3_branch2b"
top: "res3b3_branch2b"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale3b3_branch2b"
type: "Scale"
bottom: "res3b3_branch2b"
top: "res3b3_branch2b"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res3b3_branch2b_relu"
type: "ReLU"
bottom: "res3b3_branch2b"
top: "res3b3_branch2b"
}
layer {
name: "res3b3_branch2c"
type: "Convolution"
bottom: "res3b3_branch2b"
top: "res3b3_branch2c"
param {
lr_mult: 1
}
convolution_param {
num_output: 512
bias_term: false
pad: 0
kernel_size: 1
stride: 1
}
}
layer {
name: "bn3b3_branch2c"
type: "BatchNorm"
bottom: "res3b3_branch2c"
top: "res3b3_branch2c"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale3b3_branch2c"
type: "Scale"
bottom: "res3b3_branch2c"
top: "res3b3_branch2c"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res3b3"
type: "Eltwise"
bottom: "res3b2"
bottom: "res3b3_branch2c"
top: "res3b3"
}
layer {
name: "res3b3_relu"
type: "ReLU"
bottom: "res3b3"
top: "res3b3"
}
layer {
name: "res4a_branch1"
type: "Convolution"
bottom: "res3b3"
top: "res4a_branch1"
param {
lr_mult: 1
}
convolution_param {
num_output: 1024
bias_term: false
pad: 0
kernel_size: 1
stride: 2
}
}
layer {
name: "bn4a_branch1"
type: "BatchNorm"
bottom: "res4a_branch1"
top: "res4a_branch1"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale4a_branch1"
type: "Scale"
bottom: "res4a_branch1"
top: "res4a_branch1"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res4a_branch2a"
type: "Convolution"
bottom: "res3b3"
top: "res4a_branch2a"
param {
lr_mult: 1
}
convolution_param {
num_output: 256
bias_term: false
pad: 0
kernel_size: 1
stride: 2
}
}
layer {
name: "bn4a_branch2a"
type: "BatchNorm"
bottom: "res4a_branch2a"
top: "res4a_branch2a"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale4a_branch2a"
type: "Scale"
bottom: "res4a_branch2a"
top: "res4a_branch2a"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res4a_branch2a_relu"
type: "ReLU"
bottom: "res4a_branch2a"
top: "res4a_branch2a"
}
layer {
name: "res4a_branch2b"
type: "Convolution"
bottom: "res4a_branch2a"
top: "res4a_branch2b"
param {
lr_mult: 1
}
convolution_param {
num_output: 256
bias_term: false
pad: 1
kernel_size: 3
stride: 1
}
}
layer {
name: "bn4a_branch2b"
type: "BatchNorm"
bottom: "res4a_branch2b"
top: "res4a_branch2b"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale4a_branch2b"
type: "Scale"
bottom: "res4a_branch2b"
top: "res4a_branch2b"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res4a_branch2b_relu"
type: "ReLU"
bottom: "res4a_branch2b"
top: "res4a_branch2b"
}
layer {
name: "res4a_branch2c"
type: "Convolution"
bottom: "res4a_branch2b"
top: "res4a_branch2c"
param {
lr_mult: 1
}
convolution_param {
num_output: 1024
bias_term: false
pad: 0
kernel_size: 1
stride: 1
}
}
layer {
name: "bn4a_branch2c"
type: "BatchNorm"
bottom: "res4a_branch2c"
top: "res4a_branch2c"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale4a_branch2c"
type: "Scale"
bottom: "res4a_branch2c"
top: "res4a_branch2c"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res4a"
type: "Eltwise"
bottom: "res4a_branch1"
bottom: "res4a_branch2c"
top: "res4a"
}
layer {
name: "res4a_relu"
type: "ReLU"
bottom: "res4a"
top: "res4a"
}
layer {
name: "res4b1_branch2a"
type: "Convolution"
bottom: "res4a"
top: "res4b1_branch2a"
param {
lr_mult: 1
}
convolution_param {
num_output: 256
bias_term: false
pad: 0
kernel_size: 1
stride: 1
}
}
layer {
name: "bn4b1_branch2a"
type: "BatchNorm"
bottom: "res4b1_branch2a"
top: "res4b1_branch2a"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale4b1_branch2a"
type: "Scale"
bottom: "res4b1_branch2a"
top: "res4b1_branch2a"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res4b1_branch2a_relu"
type: "ReLU"
bottom: "res4b1_branch2a"
top: "res4b1_branch2a"
}
layer {
name: "res4b1_branch2b"
type: "Convolution"
bottom: "res4b1_branch2a"
top: "res4b1_branch2b"
param {
lr_mult: 1
}
convolution_param {
num_output: 256
bias_term: false
pad: 1
kernel_size: 3
stride: 1
}
}
layer {
name: "bn4b1_branch2b"
type: "BatchNorm"
bottom: "res4b1_branch2b"
top: "res4b1_branch2b"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale4b1_branch2b"
type: "Scale"
bottom: "res4b1_branch2b"
top: "res4b1_branch2b"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res4b1_branch2b_relu"
type: "ReLU"
bottom: "res4b1_branch2b"
top: "res4b1_branch2b"
}
layer {
name: "res4b1_branch2c"
type: "Convolution"
bottom: "res4b1_branch2b"
top: "res4b1_branch2c"
param {
lr_mult: 1
}
convolution_param {
num_output: 1024
bias_term: false
pad: 0
kernel_size: 1
stride: 1
}
}
layer {
name: "bn4b1_branch2c"
type: "BatchNorm"
bottom: "res4b1_branch2c"
top: "res4b1_branch2c"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale4b1_branch2c"
type: "Scale"
bottom: "res4b1_branch2c"
top: "res4b1_branch2c"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res4b1"
type: "Eltwise"
bottom: "res4a"
bottom: "res4b1_branch2c"
top: "res4b1"
}
layer {
name: "res4b1_relu"
type: "ReLU"
bottom: "res4b1"
top: "res4b1"
}
layer {
name: "res4b2_branch2a"
type: "Convolution"
bottom: "res4b1"
top: "res4b2_branch2a"
param {
lr_mult: 1
}
convolution_param {
num_output: 256
bias_term: false
pad: 0
kernel_size: 1
stride: 1
}
}
layer {
name: "bn4b2_branch2a"
type: "BatchNorm"
bottom: "res4b2_branch2a"
top: "res4b2_branch2a"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale4b2_branch2a"
type: "Scale"
bottom: "res4b2_branch2a"
top: "res4b2_branch2a"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
scale_param {
bias_term: true
}
}
layer {
name: "res4b2_branch2a_relu"
type: "ReLU"
bottom: "res4b2_branch2a"
top: "res4b2_branch2a"
}
layer {
name: "res4b2_branch2b"
type: "Convolution"
bottom: "res4b2_branch2a"
top: "res4b2_branch2b"
param {
lr_mult: 1
}
convolution_param {
num_output: 256
bias_term: false
pad: 1
kernel_size: 3
stride: 1
}
}
layer {
name: "bn4b2_branch2b"
type: "BatchNorm"
bottom: "res4b2_branch2b"
top: "res4b2_branch2b"
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
param {
lr_mult: 0
decay_mult: 0
}
batch_norm_param {
use_global_stats: true
}
}
layer {
name: "scale4b2_branch2b"
type: "Scale"
bottom: "res4b2_branch2b"
top: "res4b2_branch2b"
param {
lr_mult: 0
decay_mult: 0
}
par
I1106 23:51:21.364631 22079 layer_factory.hpp:77] Creating layer input
I1106 23:51:21.364713 22079 net.cpp:100] Creating Layer input
I1106 23:51:21.364720 22079 net.cpp:418] input -> data
I1106 23:51:21.364742 22079 net.cpp:418] input -> im_info
I1106 23:51:21.392398 22079 net.cpp:150] Setting up input
I1106 23:51:21.392422 22079 net.cpp:157] Top shape: 1 3 224 224 (150528)
I1106 23:51:21.392426 22079 net.cpp:157] Top shape: 1 3 (3)
I1106 23:51:21.392429 22079 net.cpp:165] Memory required for data: 602124
I1106 23:51:21.392433 22079 layer_factory.hpp:77] Creating layer conv1
I1106 23:51:21.392448 22079 net.cpp:100] Creating Layer conv1
I1106 23:51:21.392452 22079 net.cpp:444] conv1 <- data
I1106 23:51:21.392458 22079 net.cpp:418] conv1 -> conv1
I1106 23:51:22.064383 22079 net.cpp:150] Setting up conv1
I1106 23:51:22.064416 22079 net.cpp:157] Top shape: 1 64 112 112 (802816)
I1106 23:51:22.064419 22079 net.cpp:165] Memory required for data: 3813388
I1106 23:51:22.064432 22079 layer_factory.hpp:77] Creating layer bn_conv1
I1106 23:51:22.064452 22079 net.cpp:100] Creating Layer bn_conv1
I1106 23:51:22.064456 22079 net.cpp:444] bn_conv1 <- conv1
I1106 23:51:22.064461 22079 net.cpp:405] bn_conv1 -> conv1 (in-place)
I1106 23:51:22.064779 22079 net.cpp:150] Setting up bn_conv1
I1106 23:51:22.064786 22079 net.cpp:157] Top shape: 1 64 112 112 (802816)
I1106 23:51:22.064788 22079 net.cpp:165] Memory required for data: 7024652
I1106 23:51:22.064797 22079 layer_factory.hpp:77] Creating layer scale_conv1
I1106 23:51:22.064806 22079 net.cpp:100] Creating Layer scale_conv1
I1106 23:51:22.064810 22079 net.cpp:444] scale_conv1 <- conv1
I1106 23:51:22.064815 22079 net.cpp:405] scale_conv1 -> conv1 (in-place)
I1106 23:51:22.064884 22079 layer_factory.hpp:77] Creating layer scale_conv1
I1106 23:51:22.065042 22079 net.cpp:150] Setting up scale_conv1
I1106 23:51:22.065048 22079 net.cpp:157] Top shape: 1 64 112 112 (802816)
I1106 23:51:22.065052 22079 net.cpp:165] Memory required for data: 10235916
I1106 23:51:22.065058 22079 layer_factory.hpp:77] Creating layer conv1_relu
I1106 23:51:22.065065 22079 net.cpp:100] Creating Layer conv1_relu
I1106 23:51:22.065069 22079 net.cpp:444] conv1_relu <- conv1
I1106 23:51:22.065073 22079 net.cpp:405] conv1_relu -> conv1 (in-place)
I1106 23:51:22.065227 22079 net.cpp:150] Setting up conv1_relu
I1106 23:51:22.065234 22079 net.cpp:157] Top shape: 1 64 112 112 (802816)
I1106 23:51:22.065238 22079 net.cpp:165] Memory required for data: 13447180
I1106 23:51:22.065242 22079 layer_factory.hpp:77] Creating layer pool1
I1106 23:51:22.065249 22079 net.cpp:100] Creating Layer pool1
I1106 23:51:22.065253 22079 net.cpp:444] pool1 <- conv1
I1106 23:51:22.065259 22079 net.cpp:418] pool1 -> pool1
I1106 23:51:22.065315 22079 net.cpp:150] Setting up pool1
I1106 23:51:22.065320 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.065325 22079 net.cpp:165] Memory required for data: 14249996
I1106 23:51:22.065327 22079 layer_factory.hpp:77] Creating layer pool1_pool1_0_split
I1106 23:51:22.065337 22079 net.cpp:100] Creating Layer pool1_pool1_0_split
I1106 23:51:22.065340 22079 net.cpp:444] pool1_pool1_0_split <- pool1
I1106 23:51:22.065345 22079 net.cpp:418] pool1_pool1_0_split -> pool1_pool1_0_split_0
I1106 23:51:22.065352 22079 net.cpp:418] pool1_pool1_0_split -> pool1_pool1_0_split_1
I1106 23:51:22.065394 22079 net.cpp:150] Setting up pool1_pool1_0_split
I1106 23:51:22.065400 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.065405 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.065407 22079 net.cpp:165] Memory required for data: 15855628
I1106 23:51:22.065410 22079 layer_factory.hpp:77] Creating layer res2a_branch1
I1106 23:51:22.065421 22079 net.cpp:100] Creating Layer res2a_branch1
I1106 23:51:22.065424 22079 net.cpp:444] res2a_branch1 <- pool1_pool1_0_split_0
I1106 23:51:22.065428 22079 net.cpp:418] res2a_branch1 -> res2a_branch1
I1106 23:51:22.066759 22079 net.cpp:150] Setting up res2a_branch1
I1106 23:51:22.066772 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.066776 22079 net.cpp:165] Memory required for data: 19066892
I1106 23:51:22.066797 22079 layer_factory.hpp:77] Creating layer bn2a_branch1
I1106 23:51:22.066807 22079 net.cpp:100] Creating Layer bn2a_branch1
I1106 23:51:22.066809 22079 net.cpp:444] bn2a_branch1 <- res2a_branch1
I1106 23:51:22.066813 22079 net.cpp:405] bn2a_branch1 -> res2a_branch1 (in-place)
I1106 23:51:22.068390 22079 net.cpp:150] Setting up bn2a_branch1
I1106 23:51:22.068403 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.068405 22079 net.cpp:165] Memory required for data: 22278156
I1106 23:51:22.068415 22079 layer_factory.hpp:77] Creating layer scale2a_branch1
I1106 23:51:22.068421 22079 net.cpp:100] Creating Layer scale2a_branch1
I1106 23:51:22.068423 22079 net.cpp:444] scale2a_branch1 <- res2a_branch1
I1106 23:51:22.068429 22079 net.cpp:405] scale2a_branch1 -> res2a_branch1 (in-place)
I1106 23:51:22.068478 22079 layer_factory.hpp:77] Creating layer scale2a_branch1
I1106 23:51:22.068608 22079 net.cpp:150] Setting up scale2a_branch1
I1106 23:51:22.068614 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.068619 22079 net.cpp:165] Memory required for data: 25489420
I1106 23:51:22.068622 22079 layer_factory.hpp:77] Creating layer res2a_branch2a
I1106 23:51:22.068648 22079 net.cpp:100] Creating Layer res2a_branch2a
I1106 23:51:22.068651 22079 net.cpp:444] res2a_branch2a <- pool1_pool1_0_split_1
I1106 23:51:22.068655 22079 net.cpp:418] res2a_branch2a -> res2a_branch2a
I1106 23:51:22.069628 22079 net.cpp:150] Setting up res2a_branch2a
I1106 23:51:22.069640 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.069643 22079 net.cpp:165] Memory required for data: 26292236
I1106 23:51:22.069648 22079 layer_factory.hpp:77] Creating layer bn2a_branch2a
I1106 23:51:22.069655 22079 net.cpp:100] Creating Layer bn2a_branch2a
I1106 23:51:22.069658 22079 net.cpp:444] bn2a_branch2a <- res2a_branch2a
I1106 23:51:22.069664 22079 net.cpp:405] bn2a_branch2a -> res2a_branch2a (in-place)
I1106 23:51:22.069888 22079 net.cpp:150] Setting up bn2a_branch2a
I1106 23:51:22.069895 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.069897 22079 net.cpp:165] Memory required for data: 27095052
I1106 23:51:22.069903 22079 layer_factory.hpp:77] Creating layer scale2a_branch2a
I1106 23:51:22.069911 22079 net.cpp:100] Creating Layer scale2a_branch2a
I1106 23:51:22.069914 22079 net.cpp:444] scale2a_branch2a <- res2a_branch2a
I1106 23:51:22.069936 22079 net.cpp:405] scale2a_branch2a -> res2a_branch2a (in-place)
I1106 23:51:22.069983 22079 layer_factory.hpp:77] Creating layer scale2a_branch2a
I1106 23:51:22.070134 22079 net.cpp:150] Setting up scale2a_branch2a
I1106 23:51:22.070142 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.070143 22079 net.cpp:165] Memory required for data: 27897868
I1106 23:51:22.070152 22079 layer_factory.hpp:77] Creating layer res2a_branch2a_relu
I1106 23:51:22.070178 22079 net.cpp:100] Creating Layer res2a_branch2a_relu
I1106 23:51:22.070179 22079 net.cpp:444] res2a_branch2a_relu <- res2a_branch2a
I1106 23:51:22.070200 22079 net.cpp:405] res2a_branch2a_relu -> res2a_branch2a (in-place)
I1106 23:51:22.070348 22079 net.cpp:150] Setting up res2a_branch2a_relu
I1106 23:51:22.070355 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.070360 22079 net.cpp:165] Memory required for data: 28700684
I1106 23:51:22.070363 22079 layer_factory.hpp:77] Creating layer res2a_branch2b
I1106 23:51:22.070389 22079 net.cpp:100] Creating Layer res2a_branch2b
I1106 23:51:22.070391 22079 net.cpp:444] res2a_branch2b <- res2a_branch2a
I1106 23:51:22.070396 22079 net.cpp:418] res2a_branch2b -> res2a_branch2b
I1106 23:51:22.073058 22079 net.cpp:150] Setting up res2a_branch2b
I1106 23:51:22.073072 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.073076 22079 net.cpp:165] Memory required for data: 29503500
I1106 23:51:22.073079 22079 layer_factory.hpp:77] Creating layer bn2a_branch2b
I1106 23:51:22.073086 22079 net.cpp:100] Creating Layer bn2a_branch2b
I1106 23:51:22.073089 22079 net.cpp:444] bn2a_branch2b <- res2a_branch2b
I1106 23:51:22.073094 22079 net.cpp:405] bn2a_branch2b -> res2a_branch2b (in-place)
I1106 23:51:22.073341 22079 net.cpp:150] Setting up bn2a_branch2b
I1106 23:51:22.073349 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.073351 22079 net.cpp:165] Memory required for data: 30306316
I1106 23:51:22.073357 22079 layer_factory.hpp:77] Creating layer scale2a_branch2b
I1106 23:51:22.073367 22079 net.cpp:100] Creating Layer scale2a_branch2b
I1106 23:51:22.073388 22079 net.cpp:444] scale2a_branch2b <- res2a_branch2b
I1106 23:51:22.073392 22079 net.cpp:405] scale2a_branch2b -> res2a_branch2b (in-place)
I1106 23:51:22.073442 22079 layer_factory.hpp:77] Creating layer scale2a_branch2b
I1106 23:51:22.073593 22079 net.cpp:150] Setting up scale2a_branch2b
I1106 23:51:22.073601 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.073603 22079 net.cpp:165] Memory required for data: 31109132
I1106 23:51:22.073608 22079 layer_factory.hpp:77] Creating layer res2a_branch2b_relu
I1106 23:51:22.073613 22079 net.cpp:100] Creating Layer res2a_branch2b_relu
I1106 23:51:22.073616 22079 net.cpp:444] res2a_branch2b_relu <- res2a_branch2b
I1106 23:51:22.073619 22079 net.cpp:405] res2a_branch2b_relu -> res2a_branch2b (in-place)
I1106 23:51:22.074087 22079 net.cpp:150] Setting up res2a_branch2b_relu
I1106 23:51:22.074098 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.074101 22079 net.cpp:165] Memory required for data: 31911948
I1106 23:51:22.074103 22079 layer_factory.hpp:77] Creating layer res2a_branch2c
I1106 23:51:22.074111 22079 net.cpp:100] Creating Layer res2a_branch2c
I1106 23:51:22.074115 22079 net.cpp:444] res2a_branch2c <- res2a_branch2b
I1106 23:51:22.074120 22079 net.cpp:418] res2a_branch2c -> res2a_branch2c
I1106 23:51:22.075106 22079 net.cpp:150] Setting up res2a_branch2c
I1106 23:51:22.075134 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.075135 22079 net.cpp:165] Memory required for data: 35123212
I1106 23:51:22.075140 22079 layer_factory.hpp:77] Creating layer bn2a_branch2c
I1106 23:51:22.075147 22079 net.cpp:100] Creating Layer bn2a_branch2c
I1106 23:51:22.075150 22079 net.cpp:444] bn2a_branch2c <- res2a_branch2c
I1106 23:51:22.075155 22079 net.cpp:405] bn2a_branch2c -> res2a_branch2c (in-place)
I1106 23:51:22.075387 22079 net.cpp:150] Setting up bn2a_branch2c
I1106 23:51:22.075407 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.075408 22079 net.cpp:165] Memory required for data: 38334476
I1106 23:51:22.075413 22079 layer_factory.hpp:77] Creating layer scale2a_branch2c
I1106 23:51:22.075423 22079 net.cpp:100] Creating Layer scale2a_branch2c
I1106 23:51:22.075425 22079 net.cpp:444] scale2a_branch2c <- res2a_branch2c
I1106 23:51:22.075446 22079 net.cpp:405] scale2a_branch2c -> res2a_branch2c (in-place)
I1106 23:51:22.075503 22079 layer_factory.hpp:77] Creating layer scale2a_branch2c
I1106 23:51:22.075645 22079 net.cpp:150] Setting up scale2a_branch2c
I1106 23:51:22.075651 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.075654 22079 net.cpp:165] Memory required for data: 41545740
I1106 23:51:22.075659 22079 layer_factory.hpp:77] Creating layer res2a
I1106 23:51:22.075665 22079 net.cpp:100] Creating Layer res2a
I1106 23:51:22.075669 22079 net.cpp:444] res2a <- res2a_branch1
I1106 23:51:22.075671 22079 net.cpp:444] res2a <- res2a_branch2c
I1106 23:51:22.075680 22079 net.cpp:418] res2a -> res2a
I1106 23:51:22.075709 22079 net.cpp:150] Setting up res2a
I1106 23:51:22.075716 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.075718 22079 net.cpp:165] Memory required for data: 44757004
I1106 23:51:22.075721 22079 layer_factory.hpp:77] Creating layer res2a_relu
I1106 23:51:22.075726 22079 net.cpp:100] Creating Layer res2a_relu
I1106 23:51:22.075728 22079 net.cpp:444] res2a_relu <- res2a
I1106 23:51:22.075732 22079 net.cpp:405] res2a_relu -> res2a (in-place)
I1106 23:51:22.075876 22079 net.cpp:150] Setting up res2a_relu
I1106 23:51:22.075886 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.075887 22079 net.cpp:165] Memory required for data: 47968268
I1106 23:51:22.075891 22079 layer_factory.hpp:77] Creating layer res2a_res2a_relu_0_split
I1106 23:51:22.075898 22079 net.cpp:100] Creating Layer res2a_res2a_relu_0_split
I1106 23:51:22.075901 22079 net.cpp:444] res2a_res2a_relu_0_split <- res2a
I1106 23:51:22.075906 22079 net.cpp:418] res2a_res2a_relu_0_split -> res2a_res2a_relu_0_split_0
I1106 23:51:22.075911 22079 net.cpp:418] res2a_res2a_relu_0_split -> res2a_res2a_relu_0_split_1
I1106 23:51:22.075958 22079 net.cpp:150] Setting up res2a_res2a_relu_0_split
I1106 23:51:22.075964 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.075968 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.075971 22079 net.cpp:165] Memory required for data: 54390796
I1106 23:51:22.075973 22079 layer_factory.hpp:77] Creating layer res2b_branch2a
I1106 23:51:22.075981 22079 net.cpp:100] Creating Layer res2b_branch2a
I1106 23:51:22.075984 22079 net.cpp:444] res2b_branch2a <- res2a_res2a_relu_0_split_0
I1106 23:51:22.075990 22079 net.cpp:418] res2b_branch2a -> res2b_branch2a
I1106 23:51:22.076992 22079 net.cpp:150] Setting up res2b_branch2a
I1106 23:51:22.077003 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.077005 22079 net.cpp:165] Memory required for data: 55193612
I1106 23:51:22.077010 22079 layer_factory.hpp:77] Creating layer bn2b_branch2a
I1106 23:51:22.077018 22079 net.cpp:100] Creating Layer bn2b_branch2a
I1106 23:51:22.077020 22079 net.cpp:444] bn2b_branch2a <- res2b_branch2a
I1106 23:51:22.077025 22079 net.cpp:405] bn2b_branch2a -> res2b_branch2a (in-place)
I1106 23:51:22.077265 22079 net.cpp:150] Setting up bn2b_branch2a
I1106 23:51:22.077273 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.077275 22079 net.cpp:165] Memory required for data: 55996428
I1106 23:51:22.077286 22079 layer_factory.hpp:77] Creating layer scale2b_branch2a
I1106 23:51:22.077311 22079 net.cpp:100] Creating Layer scale2b_branch2a
I1106 23:51:22.077314 22079 net.cpp:444] scale2b_branch2a <- res2b_branch2a
I1106 23:51:22.077318 22079 net.cpp:405] scale2b_branch2a -> res2b_branch2a (in-place)
I1106 23:51:22.077368 22079 layer_factory.hpp:77] Creating layer scale2b_branch2a
I1106 23:51:22.077519 22079 net.cpp:150] Setting up scale2b_branch2a
I1106 23:51:22.077528 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.077531 22079 net.cpp:165] Memory required for data: 56799244
I1106 23:51:22.077536 22079 layer_factory.hpp:77] Creating layer res2b_branch2a_relu
I1106 23:51:22.077558 22079 net.cpp:100] Creating Layer res2b_branch2a_relu
I1106 23:51:22.077560 22079 net.cpp:444] res2b_branch2a_relu <- res2b_branch2a
I1106 23:51:22.077581 22079 net.cpp:405] res2b_branch2a_relu -> res2b_branch2a (in-place)
I1106 23:51:22.077730 22079 net.cpp:150] Setting up res2b_branch2a_relu
I1106 23:51:22.077739 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.077740 22079 net.cpp:165] Memory required for data: 57602060
I1106 23:51:22.077744 22079 layer_factory.hpp:77] Creating layer res2b_branch2b
I1106 23:51:22.077752 22079 net.cpp:100] Creating Layer res2b_branch2b
I1106 23:51:22.077756 22079 net.cpp:444] res2b_branch2b <- res2b_branch2a
I1106 23:51:22.077762 22079 net.cpp:418] res2b_branch2b -> res2b_branch2b
I1106 23:51:22.078769 22079 net.cpp:150] Setting up res2b_branch2b
I1106 23:51:22.078794 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.078796 22079 net.cpp:165] Memory required for data: 58404876
I1106 23:51:22.078800 22079 layer_factory.hpp:77] Creating layer bn2b_branch2b
I1106 23:51:22.078807 22079 net.cpp:100] Creating Layer bn2b_branch2b
I1106 23:51:22.078810 22079 net.cpp:444] bn2b_branch2b <- res2b_branch2b
I1106 23:51:22.078814 22079 net.cpp:405] bn2b_branch2b -> res2b_branch2b (in-place)
I1106 23:51:22.079064 22079 net.cpp:150] Setting up bn2b_branch2b
I1106 23:51:22.079082 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.079083 22079 net.cpp:165] Memory required for data: 59207692
I1106 23:51:22.079089 22079 layer_factory.hpp:77] Creating layer scale2b_branch2b
I1106 23:51:22.079103 22079 net.cpp:100] Creating Layer scale2b_branch2b
I1106 23:51:22.079107 22079 net.cpp:444] scale2b_branch2b <- res2b_branch2b
I1106 23:51:22.079113 22079 net.cpp:405] scale2b_branch2b -> res2b_branch2b (in-place)
I1106 23:51:22.079174 22079 layer_factory.hpp:77] Creating layer scale2b_branch2b
I1106 23:51:22.079318 22079 net.cpp:150] Setting up scale2b_branch2b
I1106 23:51:22.079324 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.079329 22079 net.cpp:165] Memory required for data: 60010508
I1106 23:51:22.079334 22079 layer_factory.hpp:77] Creating layer res2b_branch2b_relu
I1106 23:51:22.079355 22079 net.cpp:100] Creating Layer res2b_branch2b_relu
I1106 23:51:22.079357 22079 net.cpp:444] res2b_branch2b_relu <- res2b_branch2b
I1106 23:51:22.079360 22079 net.cpp:405] res2b_branch2b_relu -> res2b_branch2b (in-place)
I1106 23:51:22.079509 22079 net.cpp:150] Setting up res2b_branch2b_relu
I1106 23:51:22.079516 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.079519 22079 net.cpp:165] Memory required for data: 60813324
I1106 23:51:22.079521 22079 layer_factory.hpp:77] Creating layer res2b_branch2c
I1106 23:51:22.079535 22079 net.cpp:100] Creating Layer res2b_branch2c
I1106 23:51:22.079540 22079 net.cpp:444] res2b_branch2c <- res2b_branch2b
I1106 23:51:22.079545 22079 net.cpp:418] res2b_branch2c -> res2b_branch2c
I1106 23:51:22.080559 22079 net.cpp:150] Setting up res2b_branch2c
I1106 23:51:22.080571 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.080574 22079 net.cpp:165] Memory required for data: 64024588
I1106 23:51:22.080579 22079 layer_factory.hpp:77] Creating layer bn2b_branch2c
I1106 23:51:22.080586 22079 net.cpp:100] Creating Layer bn2b_branch2c
I1106 23:51:22.080588 22079 net.cpp:444] bn2b_branch2c <- res2b_branch2c
I1106 23:51:22.080592 22079 net.cpp:405] bn2b_branch2c -> res2b_branch2c (in-place)
I1106 23:51:22.080829 22079 net.cpp:150] Setting up bn2b_branch2c
I1106 23:51:22.080837 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.080838 22079 net.cpp:165] Memory required for data: 67235852
I1106 23:51:22.080844 22079 layer_factory.hpp:77] Creating layer scale2b_branch2c
I1106 23:51:22.080850 22079 net.cpp:100] Creating Layer scale2b_branch2c
I1106 23:51:22.080854 22079 net.cpp:444] scale2b_branch2c <- res2b_branch2c
I1106 23:51:22.080859 22079 net.cpp:405] scale2b_branch2c -> res2b_branch2c (in-place)
I1106 23:51:22.080909 22079 layer_factory.hpp:77] Creating layer scale2b_branch2c
I1106 23:51:22.081044 22079 net.cpp:150] Setting up scale2b_branch2c
I1106 23:51:22.081051 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.081054 22079 net.cpp:165] Memory required for data: 70447116
I1106 23:51:22.081059 22079 layer_factory.hpp:77] Creating layer res2b
I1106 23:51:22.081065 22079 net.cpp:100] Creating Layer res2b
I1106 23:51:22.081068 22079 net.cpp:444] res2b <- res2a_res2a_relu_0_split_1
I1106 23:51:22.081071 22079 net.cpp:444] res2b <- res2b_branch2c
I1106 23:51:22.081075 22079 net.cpp:418] res2b -> res2b
I1106 23:51:22.081126 22079 net.cpp:150] Setting up res2b
I1106 23:51:22.081133 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.081135 22079 net.cpp:165] Memory required for data: 73658380
I1106 23:51:22.081140 22079 layer_factory.hpp:77] Creating layer res2b_relu
I1106 23:51:22.081145 22079 net.cpp:100] Creating Layer res2b_relu
I1106 23:51:22.081146 22079 net.cpp:444] res2b_relu <- res2b
I1106 23:51:22.081153 22079 net.cpp:405] res2b_relu -> res2b (in-place)
I1106 23:51:22.081301 22079 net.cpp:150] Setting up res2b_relu
I1106 23:51:22.081310 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.081312 22079 net.cpp:165] Memory required for data: 76869644
I1106 23:51:22.081315 22079 layer_factory.hpp:77] Creating layer res2b_res2b_relu_0_split
I1106 23:51:22.081321 22079 net.cpp:100] Creating Layer res2b_res2b_relu_0_split
I1106 23:51:22.081323 22079 net.cpp:444] res2b_res2b_relu_0_split <- res2b
I1106 23:51:22.081328 22079 net.cpp:418] res2b_res2b_relu_0_split -> res2b_res2b_relu_0_split_0
I1106 23:51:22.081336 22079 net.cpp:418] res2b_res2b_relu_0_split -> res2b_res2b_relu_0_split_1
I1106 23:51:22.081387 22079 net.cpp:150] Setting up res2b_res2b_relu_0_split
I1106 23:51:22.081393 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.081396 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.081399 22079 net.cpp:165] Memory required for data: 83292172
I1106 23:51:22.081401 22079 layer_factory.hpp:77] Creating layer res2c_branch2a
I1106 23:51:22.081409 22079 net.cpp:100] Creating Layer res2c_branch2a
I1106 23:51:22.081413 22079 net.cpp:444] res2c_branch2a <- res2b_res2b_relu_0_split_0
I1106 23:51:22.081418 22079 net.cpp:418] res2c_branch2a -> res2c_branch2a
I1106 23:51:22.082414 22079 net.cpp:150] Setting up res2c_branch2a
I1106 23:51:22.082427 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.082428 22079 net.cpp:165] Memory required for data: 84094988
I1106 23:51:22.082433 22079 layer_factory.hpp:77] Creating layer bn2c_branch2a
I1106 23:51:22.082440 22079 net.cpp:100] Creating Layer bn2c_branch2a
I1106 23:51:22.082442 22079 net.cpp:444] bn2c_branch2a <- res2c_branch2a
I1106 23:51:22.082447 22079 net.cpp:405] bn2c_branch2a -> res2c_branch2a (in-place)
I1106 23:51:22.082696 22079 net.cpp:150] Setting up bn2c_branch2a
I1106 23:51:22.082703 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.082705 22079 net.cpp:165] Memory required for data: 84897804
I1106 23:51:22.082713 22079 layer_factory.hpp:77] Creating layer scale2c_branch2a
I1106 23:51:22.082738 22079 net.cpp:100] Creating Layer scale2c_branch2a
I1106 23:51:22.082741 22079 net.cpp:444] scale2c_branch2a <- res2c_branch2a
I1106 23:51:22.082747 22079 net.cpp:405] scale2c_branch2a -> res2c_branch2a (in-place)
I1106 23:51:22.082798 22079 layer_factory.hpp:77] Creating layer scale2c_branch2a
I1106 23:51:22.082949 22079 net.cpp:150] Setting up scale2c_branch2a
I1106 23:51:22.082955 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.082959 22079 net.cpp:165] Memory required for data: 85700620
I1106 23:51:22.082963 22079 layer_factory.hpp:77] Creating layer res2c_branch2a_relu
I1106 23:51:22.082986 22079 net.cpp:100] Creating Layer res2c_branch2a_relu
I1106 23:51:22.082990 22079 net.cpp:444] res2c_branch2a_relu <- res2c_branch2a
I1106 23:51:22.082993 22079 net.cpp:405] res2c_branch2a_relu -> res2c_branch2a (in-place)
I1106 23:51:22.083151 22079 net.cpp:150] Setting up res2c_branch2a_relu
I1106 23:51:22.083160 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.083163 22079 net.cpp:165] Memory required for data: 86503436
I1106 23:51:22.083166 22079 layer_factory.hpp:77] Creating layer res2c_branch2b
I1106 23:51:22.083174 22079 net.cpp:100] Creating Layer res2c_branch2b
I1106 23:51:22.083178 22079 net.cpp:444] res2c_branch2b <- res2c_branch2a
I1106 23:51:22.083181 22079 net.cpp:418] res2c_branch2b -> res2c_branch2b
I1106 23:51:22.084508 22079 net.cpp:150] Setting up res2c_branch2b
I1106 23:51:22.084520 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.084523 22079 net.cpp:165] Memory required for data: 87306252
I1106 23:51:22.084528 22079 layer_factory.hpp:77] Creating layer bn2c_branch2b
I1106 23:51:22.084535 22079 net.cpp:100] Creating Layer bn2c_branch2b
I1106 23:51:22.084538 22079 net.cpp:444] bn2c_branch2b <- res2c_branch2b
I1106 23:51:22.084542 22079 net.cpp:405] bn2c_branch2b -> res2c_branch2b (in-place)
I1106 23:51:22.084796 22079 net.cpp:150] Setting up bn2c_branch2b
I1106 23:51:22.084805 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.084807 22079 net.cpp:165] Memory required for data: 88109068
I1106 23:51:22.084815 22079 layer_factory.hpp:77] Creating layer scale2c_branch2b
I1106 23:51:22.084838 22079 net.cpp:100] Creating Layer scale2c_branch2b
I1106 23:51:22.084841 22079 net.cpp:444] scale2c_branch2b <- res2c_branch2b
I1106 23:51:22.084846 22079 net.cpp:405] scale2c_branch2b -> res2c_branch2b (in-place)
I1106 23:51:22.084899 22079 layer_factory.hpp:77] Creating layer scale2c_branch2b
I1106 23:51:22.085055 22079 net.cpp:150] Setting up scale2c_branch2b
I1106 23:51:22.085062 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.085064 22079 net.cpp:165] Memory required for data: 88911884
I1106 23:51:22.085088 22079 layer_factory.hpp:77] Creating layer res2c_branch2b_relu
I1106 23:51:22.085094 22079 net.cpp:100] Creating Layer res2c_branch2b_relu
I1106 23:51:22.085098 22079 net.cpp:444] res2c_branch2b_relu <- res2c_branch2b
I1106 23:51:22.085101 22079 net.cpp:405] res2c_branch2b_relu -> res2c_branch2b (in-place)
I1106 23:51:22.085587 22079 net.cpp:150] Setting up res2c_branch2b_relu
I1106 23:51:22.085598 22079 net.cpp:157] Top shape: 1 64 56 56 (200704)
I1106 23:51:22.085602 22079 net.cpp:165] Memory required for data: 89714700
I1106 23:51:22.085603 22079 layer_factory.hpp:77] Creating layer res2c_branch2c
I1106 23:51:22.085610 22079 net.cpp:100] Creating Layer res2c_branch2c
I1106 23:51:22.085613 22079 net.cpp:444] res2c_branch2c <- res2c_branch2b
I1106 23:51:22.085619 22079 net.cpp:418] res2c_branch2c -> res2c_branch2c
I1106 23:51:22.086611 22079 net.cpp:150] Setting up res2c_branch2c
I1106 23:51:22.086623 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.086625 22079 net.cpp:165] Memory required for data: 92925964
I1106 23:51:22.086630 22079 layer_factory.hpp:77] Creating layer bn2c_branch2c
I1106 23:51:22.086637 22079 net.cpp:100] Creating Layer bn2c_branch2c
I1106 23:51:22.086640 22079 net.cpp:444] bn2c_branch2c <- res2c_branch2c
I1106 23:51:22.086643 22079 net.cpp:405] bn2c_branch2c -> res2c_branch2c (in-place)
I1106 23:51:22.086879 22079 net.cpp:150] Setting up bn2c_branch2c
I1106 23:51:22.086886 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.086890 22079 net.cpp:165] Memory required for data: 96137228
I1106 23:51:22.086896 22079 layer_factory.hpp:77] Creating layer scale2c_branch2c
I1106 23:51:22.086902 22079 net.cpp:100] Creating Layer scale2c_branch2c
I1106 23:51:22.086905 22079 net.cpp:444] scale2c_branch2c <- res2c_branch2c
I1106 23:51:22.086910 22079 net.cpp:405] scale2c_branch2c -> res2c_branch2c (in-place)
I1106 23:51:22.086959 22079 layer_factory.hpp:77] Creating layer scale2c_branch2c
I1106 23:51:22.087103 22079 net.cpp:150] Setting up scale2c_branch2c
I1106 23:51:22.087110 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.087116 22079 net.cpp:165] Memory required for data: 99348492
I1106 23:51:22.087142 22079 layer_factory.hpp:77] Creating layer res2c
I1106 23:51:22.087147 22079 net.cpp:100] Creating Layer res2c
I1106 23:51:22.087151 22079 net.cpp:444] res2c <- res2b_res2b_relu_0_split_1
I1106 23:51:22.087153 22079 net.cpp:444] res2c <- res2c_branch2c
I1106 23:51:22.087157 22079 net.cpp:418] res2c -> res2c
I1106 23:51:22.087189 22079 net.cpp:150] Setting up res2c
I1106 23:51:22.087196 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.087198 22079 net.cpp:165] Memory required for data: 102559756
I1106 23:51:22.087203 22079 layer_factory.hpp:77] Creating layer res2c_relu
I1106 23:51:22.087208 22079 net.cpp:100] Creating Layer res2c_relu
I1106 23:51:22.087210 22079 net.cpp:444] res2c_relu <- res2c
I1106 23:51:22.087232 22079 net.cpp:405] res2c_relu -> res2c (in-place)
I1106 23:51:22.087400 22079 net.cpp:150] Setting up res2c_relu
I1106 23:51:22.087410 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.087414 22079 net.cpp:165] Memory required for data: 105771020
I1106 23:51:22.087417 22079 layer_factory.hpp:77] Creating layer res2c_res2c_relu_0_split
I1106 23:51:22.087421 22079 net.cpp:100] Creating Layer res2c_res2c_relu_0_split
I1106 23:51:22.087425 22079 net.cpp:444] res2c_res2c_relu_0_split <- res2c
I1106 23:51:22.087429 22079 net.cpp:418] res2c_res2c_relu_0_split -> res2c_res2c_relu_0_split_0
I1106 23:51:22.087435 22079 net.cpp:418] res2c_res2c_relu_0_split -> res2c_res2c_relu_0_split_1
I1106 23:51:22.087503 22079 net.cpp:150] Setting up res2c_res2c_relu_0_split
I1106 23:51:22.087510 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.087514 22079 net.cpp:157] Top shape: 1 256 56 56 (802816)
I1106 23:51:22.087517 22079 net.cpp:165] Memory required for data: 112193548
I1106 23:51:22.087519 22079 layer_factory.hpp:77] Creating layer res3a_branch1
I1106 23:51:22.087524 22079 net.cpp:100] Creating Layer res3a_branch1
I1106 23:51:22.087528 22079 net.cpp:444] res3a_branch1 <- res2c_res2c_relu_0_split_0
I1106 23:51:22.087534 22079 net.cpp:418] res3a_branch1 -> res3a_branch1
I1106 23:51:22.089862 22079 net.cpp:150] Setting up res3a_branch1
I1106 23:51:22.089875 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.089877 22079 net.cpp:165] Memory required for data: 113799180
I1106 23:51:22.089882 22079 layer_factory.hpp:77] Creating layer bn3a_branch1
I1106 23:51:22.089890 22079 net.cpp:100] Creating Layer bn3a_branch1
I1106 23:51:22.089892 22079 net.cpp:444] bn3a_branch1 <- res3a_branch1
I1106 23:51:22.089896 22079 net.cpp:405] bn3a_branch1 -> res3a_branch1 (in-place)
I1106 23:51:22.091656 22079 net.cpp:150] Setting up bn3a_branch1
I1106 23:51:22.091673 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.091675 22079 net.cpp:165] Memory required for data: 115404812
I1106 23:51:22.091686 22079 layer_factory.hpp:77] Creating layer scale3a_branch1
I1106 23:51:22.091693 22079 net.cpp:100] Creating Layer scale3a_branch1
I1106 23:51:22.091697 22079 net.cpp:444] scale3a_branch1 <- res3a_branch1
I1106 23:51:22.091701 22079 net.cpp:405] scale3a_branch1 -> res3a_branch1 (in-place)
I1106 23:51:22.091781 22079 layer_factory.hpp:77] Creating layer scale3a_branch1
I1106 23:51:22.091925 22079 net.cpp:150] Setting up scale3a_branch1
I1106 23:51:22.091933 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.091936 22079 net.cpp:165] Memory required for data: 117010444
I1106 23:51:22.091940 22079 layer_factory.hpp:77] Creating layer res3a_branch2a
I1106 23:51:22.091965 22079 net.cpp:100] Creating Layer res3a_branch2a
I1106 23:51:22.091969 22079 net.cpp:444] res3a_branch2a <- res2c_res2c_relu_0_split_1
I1106 23:51:22.091974 22079 net.cpp:418] res3a_branch2a -> res3a_branch2a
I1106 23:51:22.093206 22079 net.cpp:150] Setting up res3a_branch2a
I1106 23:51:22.093219 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.093221 22079 net.cpp:165] Memory required for data: 117411852
I1106 23:51:22.093242 22079 layer_factory.hpp:77] Creating layer bn3a_branch2a
I1106 23:51:22.093250 22079 net.cpp:100] Creating Layer bn3a_branch2a
I1106 23:51:22.093252 22079 net.cpp:444] bn3a_branch2a <- res3a_branch2a
I1106 23:51:22.093258 22079 net.cpp:405] bn3a_branch2a -> res3a_branch2a (in-place)
I1106 23:51:22.093554 22079 net.cpp:150] Setting up bn3a_branch2a
I1106 23:51:22.093560 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.093564 22079 net.cpp:165] Memory required for data: 117813260
I1106 23:51:22.093569 22079 layer_factory.hpp:77] Creating layer scale3a_branch2a
I1106 23:51:22.093576 22079 net.cpp:100] Creating Layer scale3a_branch2a
I1106 23:51:22.093580 22079 net.cpp:444] scale3a_branch2a <- res3a_branch2a
I1106 23:51:22.093600 22079 net.cpp:405] scale3a_branch2a -> res3a_branch2a (in-place)
I1106 23:51:22.093649 22079 layer_factory.hpp:77] Creating layer scale3a_branch2a
I1106 23:51:22.093797 22079 net.cpp:150] Setting up scale3a_branch2a
I1106 23:51:22.093804 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.093807 22079 net.cpp:165] Memory required for data: 118214668
I1106 23:51:22.093812 22079 layer_factory.hpp:77] Creating layer res3a_branch2a_relu
I1106 23:51:22.093818 22079 net.cpp:100] Creating Layer res3a_branch2a_relu
I1106 23:51:22.093822 22079 net.cpp:444] res3a_branch2a_relu <- res3a_branch2a
I1106 23:51:22.093828 22079 net.cpp:405] res3a_branch2a_relu -> res3a_branch2a (in-place)
I1106 23:51:22.093982 22079 net.cpp:150] Setting up res3a_branch2a_relu
I1106 23:51:22.093991 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.093994 22079 net.cpp:165] Memory required for data: 118616076
I1106 23:51:22.093997 22079 layer_factory.hpp:77] Creating layer res3a_branch2b
I1106 23:51:22.094004 22079 net.cpp:100] Creating Layer res3a_branch2b
I1106 23:51:22.094008 22079 net.cpp:444] res3a_branch2b <- res3a_branch2a
I1106 23:51:22.094012 22079 net.cpp:418] res3a_branch2b -> res3a_branch2b
I1106 23:51:22.095654 22079 net.cpp:150] Setting up res3a_branch2b
I1106 23:51:22.095666 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.095669 22079 net.cpp:165] Memory required for data: 119017484
I1106 23:51:22.095674 22079 layer_factory.hpp:77] Creating layer bn3a_branch2b
I1106 23:51:22.095700 22079 net.cpp:100] Creating Layer bn3a_branch2b
I1106 23:51:22.095703 22079 net.cpp:444] bn3a_branch2b <- res3a_branch2b
I1106 23:51:22.095726 22079 net.cpp:405] bn3a_branch2b -> res3a_branch2b (in-place)
I1106 23:51:22.096035 22079 net.cpp:150] Setting up bn3a_branch2b
I1106 23:51:22.096060 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.096061 22079 net.cpp:165] Memory required for data: 119418892
I1106 23:51:22.096086 22079 layer_factory.hpp:77] Creating layer scale3a_branch2b
I1106 23:51:22.096091 22079 net.cpp:100] Creating Layer scale3a_branch2b
I1106 23:51:22.096094 22079 net.cpp:444] scale3a_branch2b <- res3a_branch2b
I1106 23:51:22.096098 22079 net.cpp:405] scale3a_branch2b -> res3a_branch2b (in-place)
I1106 23:51:22.096150 22079 layer_factory.hpp:77] Creating layer scale3a_branch2b
I1106 23:51:22.096297 22079 net.cpp:150] Setting up scale3a_branch2b
I1106 23:51:22.096303 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.096308 22079 net.cpp:165] Memory required for data: 119820300
I1106 23:51:22.096312 22079 layer_factory.hpp:77] Creating layer res3a_branch2b_relu
I1106 23:51:22.096318 22079 net.cpp:100] Creating Layer res3a_branch2b_relu
I1106 23:51:22.096336 22079 net.cpp:444] res3a_branch2b_relu <- res3a_branch2b
I1106 23:51:22.096340 22079 net.cpp:405] res3a_branch2b_relu -> res3a_branch2b (in-place)
I1106 23:51:22.096520 22079 net.cpp:150] Setting up res3a_branch2b_relu
I1106 23:51:22.096529 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.096532 22079 net.cpp:165] Memory required for data: 120221708
I1106 23:51:22.096535 22079 layer_factory.hpp:77] Creating layer res3a_branch2c
I1106 23:51:22.096542 22079 net.cpp:100] Creating Layer res3a_branch2c
I1106 23:51:22.096546 22079 net.cpp:444] res3a_branch2c <- res3a_branch2b
I1106 23:51:22.096552 22079 net.cpp:418] res3a_branch2c -> res3a_branch2c
I1106 23:51:22.097805 22079 net.cpp:150] Setting up res3a_branch2c
I1106 23:51:22.097817 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.097820 22079 net.cpp:165] Memory required for data: 121827340
I1106 23:51:22.097841 22079 layer_factory.hpp:77] Creating layer bn3a_branch2c
I1106 23:51:22.097852 22079 net.cpp:100] Creating Layer bn3a_branch2c
I1106 23:51:22.097856 22079 net.cpp:444] bn3a_branch2c <- res3a_branch2c
I1106 23:51:22.097861 22079 net.cpp:405] bn3a_branch2c -> res3a_branch2c (in-place)
I1106 23:51:22.098150 22079 net.cpp:150] Setting up bn3a_branch2c
I1106 23:51:22.098158 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.098160 22079 net.cpp:165] Memory required for data: 123432972
I1106 23:51:22.098167 22079 layer_factory.hpp:77] Creating layer scale3a_branch2c
I1106 23:51:22.098175 22079 net.cpp:100] Creating Layer scale3a_branch2c
I1106 23:51:22.098196 22079 net.cpp:444] scale3a_branch2c <- res3a_branch2c
I1106 23:51:22.098201 22079 net.cpp:405] scale3a_branch2c -> res3a_branch2c (in-place)
I1106 23:51:22.098258 22079 layer_factory.hpp:77] Creating layer scale3a_branch2c
I1106 23:51:22.098422 22079 net.cpp:150] Setting up scale3a_branch2c
I1106 23:51:22.098428 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.098431 22079 net.cpp:165] Memory required for data: 125038604
I1106 23:51:22.098435 22079 layer_factory.hpp:77] Creating layer res3a
I1106 23:51:22.098458 22079 net.cpp:100] Creating Layer res3a
I1106 23:51:22.098459 22079 net.cpp:444] res3a <- res3a_branch1
I1106 23:51:22.098464 22079 net.cpp:444] res3a <- res3a_branch2c
I1106 23:51:22.098469 22079 net.cpp:418] res3a -> res3a
I1106 23:51:22.098500 22079 net.cpp:150] Setting up res3a
I1106 23:51:22.098505 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.098508 22079 net.cpp:165] Memory required for data: 126644236
I1106 23:51:22.098510 22079 layer_factory.hpp:77] Creating layer res3a_relu
I1106 23:51:22.098520 22079 net.cpp:100] Creating Layer res3a_relu
I1106 23:51:22.098523 22079 net.cpp:444] res3a_relu <- res3a
I1106 23:51:22.098526 22079 net.cpp:405] res3a_relu -> res3a (in-place)
I1106 23:51:22.099162 22079 net.cpp:150] Setting up res3a_relu
I1106 23:51:22.099174 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.099176 22079 net.cpp:165] Memory required for data: 128249868
I1106 23:51:22.099196 22079 layer_factory.hpp:77] Creating layer res3a_res3a_relu_0_split
I1106 23:51:22.099201 22079 net.cpp:100] Creating Layer res3a_res3a_relu_0_split
I1106 23:51:22.099205 22079 net.cpp:444] res3a_res3a_relu_0_split <- res3a
I1106 23:51:22.099208 22079 net.cpp:418] res3a_res3a_relu_0_split -> res3a_res3a_relu_0_split_0
I1106 23:51:22.099215 22079 net.cpp:418] res3a_res3a_relu_0_split -> res3a_res3a_relu_0_split_1
I1106 23:51:22.099289 22079 net.cpp:150] Setting up res3a_res3a_relu_0_split
I1106 23:51:22.099295 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.099299 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.099303 22079 net.cpp:165] Memory required for data: 131461132
I1106 23:51:22.099304 22079 layer_factory.hpp:77] Creating layer res3b1_branch2a
I1106 23:51:22.099311 22079 net.cpp:100] Creating Layer res3b1_branch2a
I1106 23:51:22.099331 22079 net.cpp:444] res3b1_branch2a <- res3a_res3a_relu_0_split_0
I1106 23:51:22.099335 22079 net.cpp:418] res3b1_branch2a -> res3b1_branch2a
I1106 23:51:22.100457 22079 net.cpp:150] Setting up res3b1_branch2a
I1106 23:51:22.100469 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.100472 22079 net.cpp:165] Memory required for data: 131862540
I1106 23:51:22.100494 22079 layer_factory.hpp:77] Creating layer bn3b1_branch2a
I1106 23:51:22.100502 22079 net.cpp:100] Creating Layer bn3b1_branch2a
I1106 23:51:22.100504 22079 net.cpp:444] bn3b1_branch2a <- res3b1_branch2a
I1106 23:51:22.100509 22079 net.cpp:405] bn3b1_branch2a -> res3b1_branch2a (in-place)
I1106 23:51:22.100803 22079 net.cpp:150] Setting up bn3b1_branch2a
I1106 23:51:22.100811 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.100812 22079 net.cpp:165] Memory required for data: 132263948
I1106 23:51:22.100818 22079 layer_factory.hpp:77] Creating layer scale3b1_branch2a
I1106 23:51:22.100823 22079 net.cpp:100] Creating Layer scale3b1_branch2a
I1106 23:51:22.100827 22079 net.cpp:444] scale3b1_branch2a <- res3b1_branch2a
I1106 23:51:22.100836 22079 net.cpp:405] scale3b1_branch2a -> res3b1_branch2a (in-place)
I1106 23:51:22.100888 22079 layer_factory.hpp:77] Creating layer scale3b1_branch2a
I1106 23:51:22.101029 22079 net.cpp:150] Setting up scale3b1_branch2a
I1106 23:51:22.101035 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.101039 22079 net.cpp:165] Memory required for data: 132665356
I1106 23:51:22.101044 22079 layer_factory.hpp:77] Creating layer res3b1_branch2a_relu
I1106 23:51:22.101049 22079 net.cpp:100] Creating Layer res3b1_branch2a_relu
I1106 23:51:22.101052 22079 net.cpp:444] res3b1_branch2a_relu <- res3b1_branch2a
I1106 23:51:22.101056 22079 net.cpp:405] res3b1_branch2a_relu -> res3b1_branch2a (in-place)
I1106 23:51:22.101233 22079 net.cpp:150] Setting up res3b1_branch2a_relu
I1106 23:51:22.101240 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.101243 22079 net.cpp:165] Memory required for data: 133066764
I1106 23:51:22.101248 22079 layer_factory.hpp:77] Creating layer res3b1_branch2b
I1106 23:51:22.101254 22079 net.cpp:100] Creating Layer res3b1_branch2b
I1106 23:51:22.101258 22079 net.cpp:444] res3b1_branch2b <- res3b1_branch2a
I1106 23:51:22.101264 22079 net.cpp:418] res3b1_branch2b -> res3b1_branch2b
I1106 23:51:22.102766 22079 net.cpp:150] Setting up res3b1_branch2b
I1106 23:51:22.102777 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.102779 22079 net.cpp:165] Memory required for data: 133468172
I1106 23:51:22.102802 22079 layer_factory.hpp:77] Creating layer bn3b1_branch2b
I1106 23:51:22.102808 22079 net.cpp:100] Creating Layer bn3b1_branch2b
I1106 23:51:22.102813 22079 net.cpp:444] bn3b1_branch2b <- res3b1_branch2b
I1106 23:51:22.102818 22079 net.cpp:405] bn3b1_branch2b -> res3b1_branch2b (in-place)
I1106 23:51:22.103163 22079 net.cpp:150] Setting up bn3b1_branch2b
I1106 23:51:22.103170 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.103173 22079 net.cpp:165] Memory required for data: 133869580
I1106 23:51:22.103179 22079 layer_factory.hpp:77] Creating layer scale3b1_branch2b
I1106 23:51:22.103191 22079 net.cpp:100] Creating Layer scale3b1_branch2b
I1106 23:51:22.103211 22079 net.cpp:444] scale3b1_branch2b <- res3b1_branch2b
I1106 23:51:22.103217 22079 net.cpp:405] scale3b1_branch2b -> res3b1_branch2b (in-place)
I1106 23:51:22.103272 22079 layer_factory.hpp:77] Creating layer scale3b1_branch2b
I1106 23:51:22.103476 22079 net.cpp:150] Setting up scale3b1_branch2b
I1106 23:51:22.103482 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.103483 22079 net.cpp:165] Memory required for data: 134270988
I1106 23:51:22.103490 22079 layer_factory.hpp:77] Creating layer res3b1_branch2b_relu
I1106 23:51:22.103495 22079 net.cpp:100] Creating Layer res3b1_branch2b_relu
I1106 23:51:22.103514 22079 net.cpp:444] res3b1_branch2b_relu <- res3b1_branch2b
I1106 23:51:22.103518 22079 net.cpp:405] res3b1_branch2b_relu -> res3b1_branch2b (in-place)
I1106 23:51:22.104007 22079 net.cpp:150] Setting up res3b1_branch2b_relu
I1106 23:51:22.104018 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.104022 22079 net.cpp:165] Memory required for data: 134672396
I1106 23:51:22.104041 22079 layer_factory.hpp:77] Creating layer res3b1_branch2c
I1106 23:51:22.104049 22079 net.cpp:100] Creating Layer res3b1_branch2c
I1106 23:51:22.104053 22079 net.cpp:444] res3b1_branch2c <- res3b1_branch2b
I1106 23:51:22.104056 22079 net.cpp:418] res3b1_branch2c -> res3b1_branch2c
I1106 23:51:22.104830 22079 net.cpp:150] Setting up res3b1_branch2c
I1106 23:51:22.104840 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.104841 22079 net.cpp:165] Memory required for data: 136278028
I1106 23:51:22.104863 22079 layer_factory.hpp:77] Creating layer bn3b1_branch2c
I1106 23:51:22.104871 22079 net.cpp:100] Creating Layer bn3b1_branch2c
I1106 23:51:22.104873 22079 net.cpp:444] bn3b1_branch2c <- res3b1_branch2c
I1106 23:51:22.104878 22079 net.cpp:405] bn3b1_branch2c -> res3b1_branch2c (in-place)
I1106 23:51:22.105130 22079 net.cpp:150] Setting up bn3b1_branch2c
I1106 23:51:22.105136 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.105139 22079 net.cpp:165] Memory required for data: 137883660
I1106 23:51:22.105144 22079 layer_factory.hpp:77] Creating layer scale3b1_branch2c
I1106 23:51:22.105152 22079 net.cpp:100] Creating Layer scale3b1_branch2c
I1106 23:51:22.105155 22079 net.cpp:444] scale3b1_branch2c <- res3b1_branch2c
I1106 23:51:22.105177 22079 net.cpp:405] scale3b1_branch2c -> res3b1_branch2c (in-place)
I1106 23:51:22.105233 22079 layer_factory.hpp:77] Creating layer scale3b1_branch2c
I1106 23:51:22.105379 22079 net.cpp:150] Setting up scale3b1_branch2c
I1106 23:51:22.105386 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.105389 22079 net.cpp:165] Memory required for data: 139489292
I1106 23:51:22.105396 22079 layer_factory.hpp:77] Creating layer res3b1
I1106 23:51:22.105401 22079 net.cpp:100] Creating Layer res3b1
I1106 23:51:22.105404 22079 net.cpp:444] res3b1 <- res3a_res3a_relu_0_split_1
I1106 23:51:22.105407 22079 net.cpp:444] res3b1 <- res3b1_branch2c
I1106 23:51:22.105413 22079 net.cpp:418] res3b1 -> res3b1
I1106 23:51:22.105443 22079 net.cpp:150] Setting up res3b1
I1106 23:51:22.105449 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.105453 22079 net.cpp:165] Memory required for data: 141094924
I1106 23:51:22.105456 22079 layer_factory.hpp:77] Creating layer res3b1_relu
I1106 23:51:22.105461 22079 net.cpp:100] Creating Layer res3b1_relu
I1106 23:51:22.105465 22079 net.cpp:444] res3b1_relu <- res3b1
I1106 23:51:22.105468 22079 net.cpp:405] res3b1_relu -> res3b1 (in-place)
I1106 23:51:22.105960 22079 net.cpp:150] Setting up res3b1_relu
I1106 23:51:22.105972 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.105973 22079 net.cpp:165] Memory required for data: 142700556
I1106 23:51:22.105993 22079 layer_factory.hpp:77] Creating layer res3b1_res3b1_relu_0_split
I1106 23:51:22.105998 22079 net.cpp:100] Creating Layer res3b1_res3b1_relu_0_split
I1106 23:51:22.106000 22079 net.cpp:444] res3b1_res3b1_relu_0_split <- res3b1
I1106 23:51:22.106006 22079 net.cpp:418] res3b1_res3b1_relu_0_split -> res3b1_res3b1_relu_0_split_0
I1106 23:51:22.106011 22079 net.cpp:418] res3b1_res3b1_relu_0_split -> res3b1_res3b1_relu_0_split_1
I1106 23:51:22.106088 22079 net.cpp:150] Setting up res3b1_res3b1_relu_0_split
I1106 23:51:22.106094 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.106097 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.106099 22079 net.cpp:165] Memory required for data: 145911820
I1106 23:51:22.106101 22079 layer_factory.hpp:77] Creating layer res3b2_branch2a
I1106 23:51:22.106112 22079 net.cpp:100] Creating Layer res3b2_branch2a
I1106 23:51:22.106115 22079 net.cpp:444] res3b2_branch2a <- res3b1_res3b1_relu_0_split_0
I1106 23:51:22.106119 22079 net.cpp:418] res3b2_branch2a -> res3b2_branch2a
I1106 23:51:22.107254 22079 net.cpp:150] Setting up res3b2_branch2a
I1106 23:51:22.107266 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.107270 22079 net.cpp:165] Memory required for data: 146313228
I1106 23:51:22.107275 22079 layer_factory.hpp:77] Creating layer bn3b2_branch2a
I1106 23:51:22.107281 22079 net.cpp:100] Creating Layer bn3b2_branch2a
I1106 23:51:22.107286 22079 net.cpp:444] bn3b2_branch2a <- res3b2_branch2a
I1106 23:51:22.107290 22079 net.cpp:405] bn3b2_branch2a -> res3b2_branch2a (in-place)
I1106 23:51:22.107596 22079 net.cpp:150] Setting up bn3b2_branch2a
I1106 23:51:22.107604 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.107606 22079 net.cpp:165] Memory required for data: 146714636
I1106 23:51:22.107630 22079 layer_factory.hpp:77] Creating layer scale3b2_branch2a
I1106 23:51:22.107635 22079 net.cpp:100] Creating Layer scale3b2_branch2a
I1106 23:51:22.107637 22079 net.cpp:444] scale3b2_branch2a <- res3b2_branch2a
I1106 23:51:22.107643 22079 net.cpp:405] scale3b2_branch2a -> res3b2_branch2a (in-place)
I1106 23:51:22.107714 22079 layer_factory.hpp:77] Creating layer scale3b2_branch2a
I1106 23:51:22.107866 22079 net.cpp:150] Setting up scale3b2_branch2a
I1106 23:51:22.107872 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.107877 22079 net.cpp:165] Memory required for data: 147116044
I1106 23:51:22.107882 22079 layer_factory.hpp:77] Creating layer res3b2_branch2a_relu
I1106 23:51:22.107887 22079 net.cpp:100] Creating Layer res3b2_branch2a_relu
I1106 23:51:22.107889 22079 net.cpp:444] res3b2_branch2a_relu <- res3b2_branch2a
I1106 23:51:22.107893 22079 net.cpp:405] res3b2_branch2a_relu -> res3b2_branch2a (in-place)
I1106 23:51:22.108049 22079 net.cpp:150] Setting up res3b2_branch2a_relu
I1106 23:51:22.108057 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.108060 22079 net.cpp:165] Memory required for data: 147517452
I1106 23:51:22.108063 22079 layer_factory.hpp:77] Creating layer res3b2_branch2b
I1106 23:51:22.108072 22079 net.cpp:100] Creating Layer res3b2_branch2b
I1106 23:51:22.108075 22079 net.cpp:444] res3b2_branch2b <- res3b2_branch2a
I1106 23:51:22.108080 22079 net.cpp:418] res3b2_branch2b -> res3b2_branch2b
I1106 23:51:22.110981 22079 net.cpp:150] Setting up res3b2_branch2b
I1106 23:51:22.110993 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.110996 22079 net.cpp:165] Memory required for data: 147918860
I1106 23:51:22.111016 22079 layer_factory.hpp:77] Creating layer bn3b2_branch2b
I1106 23:51:22.111022 22079 net.cpp:100] Creating Layer bn3b2_branch2b
I1106 23:51:22.111027 22079 net.cpp:444] bn3b2_branch2b <- res3b2_branch2b
I1106 23:51:22.111055 22079 net.cpp:405] bn3b2_branch2b -> res3b2_branch2b (in-place)
I1106 23:51:22.111366 22079 net.cpp:150] Setting up bn3b2_branch2b
I1106 23:51:22.111373 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.111376 22079 net.cpp:165] Memory required for data: 148320268
I1106 23:51:22.111397 22079 layer_factory.hpp:77] Creating layer scale3b2_branch2b
I1106 23:51:22.111404 22079 net.cpp:100] Creating Layer scale3b2_branch2b
I1106 23:51:22.111425 22079 net.cpp:444] scale3b2_branch2b <- res3b2_branch2b
I1106 23:51:22.111431 22079 net.cpp:405] scale3b2_branch2b -> res3b2_branch2b (in-place)
I1106 23:51:22.111500 22079 layer_factory.hpp:77] Creating layer scale3b2_branch2b
I1106 23:51:22.111649 22079 net.cpp:150] Setting up scale3b2_branch2b
I1106 23:51:22.111655 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.111660 22079 net.cpp:165] Memory required for data: 148721676
I1106 23:51:22.111663 22079 layer_factory.hpp:77] Creating layer res3b2_branch2b_relu
I1106 23:51:22.111686 22079 net.cpp:100] Creating Layer res3b2_branch2b_relu
I1106 23:51:22.111690 22079 net.cpp:444] res3b2_branch2b_relu <- res3b2_branch2b
I1106 23:51:22.111692 22079 net.cpp:405] res3b2_branch2b_relu -> res3b2_branch2b (in-place)
I1106 23:51:22.111889 22079 net.cpp:150] Setting up res3b2_branch2b_relu
I1106 23:51:22.111897 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.111901 22079 net.cpp:165] Memory required for data: 149123084
I1106 23:51:22.111904 22079 layer_factory.hpp:77] Creating layer res3b2_branch2c
I1106 23:51:22.111913 22079 net.cpp:100] Creating Layer res3b2_branch2c
I1106 23:51:22.111933 22079 net.cpp:444] res3b2_branch2c <- res3b2_branch2b
I1106 23:51:22.111937 22079 net.cpp:418] res3b2_branch2c -> res3b2_branch2c
I1106 23:51:22.113162 22079 net.cpp:150] Setting up res3b2_branch2c
I1106 23:51:22.113173 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.113176 22079 net.cpp:165] Memory required for data: 150728716
I1106 23:51:22.113198 22079 layer_factory.hpp:77] Creating layer bn3b2_branch2c
I1106 23:51:22.113205 22079 net.cpp:100] Creating Layer bn3b2_branch2c
I1106 23:51:22.113209 22079 net.cpp:444] bn3b2_branch2c <- res3b2_branch2c
I1106 23:51:22.113214 22079 net.cpp:405] bn3b2_branch2c -> res3b2_branch2c (in-place)
I1106 23:51:22.113515 22079 net.cpp:150] Setting up bn3b2_branch2c
I1106 23:51:22.113523 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.113524 22079 net.cpp:165] Memory required for data: 152334348
I1106 23:51:22.113546 22079 layer_factory.hpp:77] Creating layer scale3b2_branch2c
I1106 23:51:22.113554 22079 net.cpp:100] Creating Layer scale3b2_branch2c
I1106 23:51:22.113556 22079 net.cpp:444] scale3b2_branch2c <- res3b2_branch2c
I1106 23:51:22.113561 22079 net.cpp:405] scale3b2_branch2c -> res3b2_branch2c (in-place)
I1106 23:51:22.113636 22079 layer_factory.hpp:77] Creating layer scale3b2_branch2c
I1106 23:51:22.113781 22079 net.cpp:150] Setting up scale3b2_branch2c
I1106 23:51:22.113788 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.113792 22079 net.cpp:165] Memory required for data: 153939980
I1106 23:51:22.113796 22079 layer_factory.hpp:77] Creating layer res3b2
I1106 23:51:22.113819 22079 net.cpp:100] Creating Layer res3b2
I1106 23:51:22.113822 22079 net.cpp:444] res3b2 <- res3b1_res3b1_relu_0_split_1
I1106 23:51:22.113826 22079 net.cpp:444] res3b2 <- res3b2_branch2c
I1106 23:51:22.113829 22079 net.cpp:418] res3b2 -> res3b2
I1106 23:51:22.113859 22079 net.cpp:150] Setting up res3b2
I1106 23:51:22.113865 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.113867 22079 net.cpp:165] Memory required for data: 155545612
I1106 23:51:22.113872 22079 layer_factory.hpp:77] Creating layer res3b2_relu
I1106 23:51:22.113878 22079 net.cpp:100] Creating Layer res3b2_relu
I1106 23:51:22.113881 22079 net.cpp:444] res3b2_relu <- res3b2
I1106 23:51:22.113885 22079 net.cpp:405] res3b2_relu -> res3b2 (in-place)
I1106 23:51:22.114083 22079 net.cpp:150] Setting up res3b2_relu
I1106 23:51:22.114090 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.114094 22079 net.cpp:165] Memory required for data: 157151244
I1106 23:51:22.114097 22079 layer_factory.hpp:77] Creating layer res3b2_res3b2_relu_0_split
I1106 23:51:22.114101 22079 net.cpp:100] Creating Layer res3b2_res3b2_relu_0_split
I1106 23:51:22.114104 22079 net.cpp:444] res3b2_res3b2_relu_0_split <- res3b2
I1106 23:51:22.114110 22079 net.cpp:418] res3b2_res3b2_relu_0_split -> res3b2_res3b2_relu_0_split_0
I1106 23:51:22.114117 22079 net.cpp:418] res3b2_res3b2_relu_0_split -> res3b2_res3b2_relu_0_split_1
I1106 23:51:22.114176 22079 net.cpp:150] Setting up res3b2_res3b2_relu_0_split
I1106 23:51:22.114182 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.114187 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.114189 22079 net.cpp:165] Memory required for data: 160362508
I1106 23:51:22.114192 22079 layer_factory.hpp:77] Creating layer res3b3_branch2a
I1106 23:51:22.114199 22079 net.cpp:100] Creating Layer res3b3_branch2a
I1106 23:51:22.114203 22079 net.cpp:444] res3b3_branch2a <- res3b2_res3b2_relu_0_split_0
I1106 23:51:22.114207 22079 net.cpp:418] res3b3_branch2a -> res3b3_branch2a
I1106 23:51:22.116843 22079 net.cpp:150] Setting up res3b3_branch2a
I1106 23:51:22.116855 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.116858 22079 net.cpp:165] Memory required for data: 160763916
I1106 23:51:22.116863 22079 layer_factory.hpp:77] Creating layer bn3b3_branch2a
I1106 23:51:22.116869 22079 net.cpp:100] Creating Layer bn3b3_branch2a
I1106 23:51:22.116873 22079 net.cpp:444] bn3b3_branch2a <- res3b3_branch2a
I1106 23:51:22.116878 22079 net.cpp:405] bn3b3_branch2a -> res3b3_branch2a (in-place)
I1106 23:51:22.117156 22079 net.cpp:150] Setting up bn3b3_branch2a
I1106 23:51:22.117164 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.117166 22079 net.cpp:165] Memory required for data: 161165324
I1106 23:51:22.117182 22079 layer_factory.hpp:77] Creating layer scale3b3_branch2a
I1106 23:51:22.117189 22079 net.cpp:100] Creating Layer scale3b3_branch2a
I1106 23:51:22.117193 22079 net.cpp:444] scale3b3_branch2a <- res3b3_branch2a
I1106 23:51:22.117197 22079 net.cpp:405] scale3b3_branch2a -> res3b3_branch2a (in-place)
I1106 23:51:22.117264 22079 layer_factory.hpp:77] Creating layer scale3b3_branch2a
I1106 23:51:22.117415 22079 net.cpp:150] Setting up scale3b3_branch2a
I1106 23:51:22.117422 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.117425 22079 net.cpp:165] Memory required for data: 161566732
I1106 23:51:22.117430 22079 layer_factory.hpp:77] Creating layer res3b3_branch2a_relu
I1106 23:51:22.117436 22079 net.cpp:100] Creating Layer res3b3_branch2a_relu
I1106 23:51:22.117439 22079 net.cpp:444] res3b3_branch2a_relu <- res3b3_branch2a
I1106 23:51:22.117444 22079 net.cpp:405] res3b3_branch2a_relu -> res3b3_branch2a (in-place)
I1106 23:51:22.117600 22079 net.cpp:150] Setting up res3b3_branch2a_relu
I1106 23:51:22.117607 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.117611 22079 net.cpp:165] Memory required for data: 161968140
I1106 23:51:22.117614 22079 layer_factory.hpp:77] Creating layer res3b3_branch2b
I1106 23:51:22.117622 22079 net.cpp:100] Creating Layer res3b3_branch2b
I1106 23:51:22.117626 22079 net.cpp:444] res3b3_branch2b <- res3b3_branch2a
I1106 23:51:22.117630 22079 net.cpp:418] res3b3_branch2b -> res3b3_branch2b
I1106 23:51:22.119315 22079 net.cpp:150] Setting up res3b3_branch2b
I1106 23:51:22.119328 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.119329 22079 net.cpp:165] Memory required for data: 162369548
I1106 23:51:22.119336 22079 layer_factory.hpp:77] Creating layer bn3b3_branch2b
I1106 23:51:22.119345 22079 net.cpp:100] Creating Layer bn3b3_branch2b
I1106 23:51:22.119349 22079 net.cpp:444] bn3b3_branch2b <- res3b3_branch2b
I1106 23:51:22.119369 22079 net.cpp:405] bn3b3_branch2b -> res3b3_branch2b (in-place)
I1106 23:51:22.119690 22079 net.cpp:150] Setting up bn3b3_branch2b
I1106 23:51:22.119696 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.119699 22079 net.cpp:165] Memory required for data: 162770956
I1106 23:51:22.119721 22079 layer_factory.hpp:77] Creating layer scale3b3_branch2b
I1106 23:51:22.119727 22079 net.cpp:100] Creating Layer scale3b3_branch2b
I1106 23:51:22.119730 22079 net.cpp:444] scale3b3_branch2b <- res3b3_branch2b
I1106 23:51:22.119734 22079 net.cpp:405] scale3b3_branch2b -> res3b3_branch2b (in-place)
I1106 23:51:22.119786 22079 layer_factory.hpp:77] Creating layer scale3b3_branch2b
I1106 23:51:22.119936 22079 net.cpp:150] Setting up scale3b3_branch2b
I1106 23:51:22.119942 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.119946 22079 net.cpp:165] Memory required for data: 163172364
I1106 23:51:22.119951 22079 layer_factory.hpp:77] Creating layer res3b3_branch2b_relu
I1106 23:51:22.119971 22079 net.cpp:100] Creating Layer res3b3_branch2b_relu
I1106 23:51:22.119974 22079 net.cpp:444] res3b3_branch2b_relu <- res3b3_branch2b
I1106 23:51:22.119979 22079 net.cpp:405] res3b3_branch2b_relu -> res3b3_branch2b (in-place)
I1106 23:51:22.120519 22079 net.cpp:150] Setting up res3b3_branch2b_relu
I1106 23:51:22.120530 22079 net.cpp:157] Top shape: 1 128 28 28 (100352)
I1106 23:51:22.120533 22079 net.cpp:165] Memory required for data: 163573772
I1106 23:51:22.120553 22079 layer_factory.hpp:77] Creating layer res3b3_branch2c
I1106 23:51:22.120561 22079 net.cpp:100] Creating Layer res3b3_branch2c
I1106 23:51:22.120564 22079 net.cpp:444] res3b3_branch2c <- res3b3_branch2b
I1106 23:51:22.120570 22079 net.cpp:418] res3b3_branch2c -> res3b3_branch2c
I1106 23:51:22.121407 22079 net.cpp:150] Setting up res3b3_branch2c
I1106 23:51:22.121415 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.121417 22079 net.cpp:165] Memory required for data: 165179404
I1106 23:51:22.121423 22079 layer_factory.hpp:77] Creating layer bn3b3_branch2c
I1106 23:51:22.121446 22079 net.cpp:100] Creating Layer bn3b3_branch2c
I1106 23:51:22.121450 22079 net.cpp:444] bn3b3_branch2c <- res3b3_branch2c
I1106 23:51:22.121454 22079 net.cpp:405] bn3b3_branch2c -> res3b3_branch2c (in-place)
I1106 23:51:22.121750 22079 net.cpp:150] Setting up bn3b3_branch2c
I1106 23:51:22.121773 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.121775 22079 net.cpp:165] Memory required for data: 166785036
I1106 23:51:22.121781 22079 layer_factory.hpp:77] Creating layer scale3b3_branch2c
I1106 23:51:22.121806 22079 net.cpp:100] Creating Layer scale3b3_branch2c
I1106 23:51:22.121809 22079 net.cpp:444] scale3b3_branch2c <- res3b3_branch2c
I1106 23:51:22.121829 22079 net.cpp:405] scale3b3_branch2c -> res3b3_branch2c (in-place)
I1106 23:51:22.121917 22079 layer_factory.hpp:77] Creating layer scale3b3_branch2c
I1106 23:51:22.122067 22079 net.cpp:150] Setting up scale3b3_branch2c
I1106 23:51:22.122073 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.122076 22079 net.cpp:165] Memory required for data: 168390668
I1106 23:51:22.122081 22079 layer_factory.hpp:77] Creating layer res3b3
I1106 23:51:22.122086 22079 net.cpp:100] Creating Layer res3b3
I1106 23:51:22.122105 22079 net.cpp:444] res3b3 <- res3b2_res3b2_relu_0_split_1
I1106 23:51:22.122108 22079 net.cpp:444] res3b3 <- res3b3_branch2c
I1106 23:51:22.122114 22079 net.cpp:418] res3b3 -> res3b3
I1106 23:51:22.122148 22079 net.cpp:150] Setting up res3b3
I1106 23:51:22.122153 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.122155 22079 net.cpp:165] Memory required for data: 169996300
I1106 23:51:22.122159 22079 layer_factory.hpp:77] Creating layer res3b3_relu
I1106 23:51:22.122164 22079 net.cpp:100] Creating Layer res3b3_relu
I1106 23:51:22.122166 22079 net.cpp:444] res3b3_relu <- res3b3
I1106 23:51:22.122169 22079 net.cpp:405] res3b3_relu -> res3b3 (in-place)
I1106 23:51:22.122664 22079 net.cpp:150] Setting up res3b3_relu
I1106 23:51:22.122674 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.122678 22079 net.cpp:165] Memory required for data: 171601932
I1106 23:51:22.122679 22079 layer_factory.hpp:77] Creating layer res3b3_res3b3_relu_0_split
I1106 23:51:22.122685 22079 net.cpp:100] Creating Layer res3b3_res3b3_relu_0_split
I1106 23:51:22.122687 22079 net.cpp:444] res3b3_res3b3_relu_0_split <- res3b3
I1106 23:51:22.122691 22079 net.cpp:418] res3b3_res3b3_relu_0_split -> res3b3_res3b3_relu_0_split_0
I1106 23:51:22.122696 22079 net.cpp:418] res3b3_res3b3_relu_0_split -> res3b3_res3b3_relu_0_split_1
I1106 23:51:22.122769 22079 net.cpp:150] Setting up res3b3_res3b3_relu_0_split
I1106 23:51:22.122776 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.122779 22079 net.cpp:157] Top shape: 1 512 28 28 (401408)
I1106 23:51:22.122782 22079 net.cpp:165] Memory required for data: 174813196
I1106 23:51:22.122784 22079 layer_factory.hpp:77] Creating layer res4a_branch1
I1106 23:51:22.122793 22079 net.cpp:100] Creating Layer res4a_branch1
I1106 23:51:22.122797 22079 net.cpp:444] res4a_branch1 <- res3b3_res3b3_relu_0_split_0
I1106 23:51:22.122803 22079 net.cpp:418] res4a_branch1 -> res4a_branch1
I1106 23:51:22.125617 22079 net.cpp:150] Setting up res4a_branch1
I1106 23:51:22.125632 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.125633 22079 net.cpp:165] Memory required for data: 175616012
I1106 23:51:22.125638 22079 layer_factory.hpp:77] Creating layer bn4a_branch1
I1106 23:51:22.125643 22079 net.cpp:100] Creating Layer bn4a_branch1
I1106 23:51:22.125646 22079 net.cpp:444] bn4a_branch1 <- res4a_branch1
I1106 23:51:22.125651 22079 net.cpp:405] bn4a_branch1 -> res4a_branch1 (in-place)
I1106 23:51:22.126034 22079 net.cpp:150] Setting up bn4a_branch1
I1106 23:51:22.126041 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.126044 22079 net.cpp:165] Memory required for data: 176418828
I1106 23:51:22.126066 22079 layer_factory.hpp:77] Creating layer scale4a_branch1
I1106 23:51:22.126073 22079 net.cpp:100] Creating Layer scale4a_branch1
I1106 23:51:22.126075 22079 net.cpp:444] scale4a_branch1 <- res4a_branch1
I1106 23:51:22.126080 22079 net.cpp:405] scale4a_branch1 -> res4a_branch1 (in-place)
I1106 23:51:22.126130 22079 layer_factory.hpp:77] Creating layer scale4a_branch1
I1106 23:51:22.126288 22079 net.cpp:150] Setting up scale4a_branch1
I1106 23:51:22.126296 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.126299 22079 net.cpp:165] Memory required for data: 177221644
I1106 23:51:22.126303 22079 layer_factory.hpp:77] Creating layer res4a_branch2a
I1106 23:51:22.126328 22079 net.cpp:100] Creating Layer res4a_branch2a
I1106 23:51:22.126332 22079 net.cpp:444] res4a_branch2a <- res3b3_res3b3_relu_0_split_1
I1106 23:51:22.126335 22079 net.cpp:418] res4a_branch2a -> res4a_branch2a
I1106 23:51:22.127265 22079 net.cpp:150] Setting up res4a_branch2a
I1106 23:51:22.127275 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.127279 22079 net.cpp:165] Memory required for data: 177422348
I1106 23:51:22.127300 22079 layer_factory.hpp:77] Creating layer bn4a_branch2a
I1106 23:51:22.127308 22079 net.cpp:100] Creating Layer bn4a_branch2a
I1106 23:51:22.127311 22079 net.cpp:444] bn4a_branch2a <- res4a_branch2a
I1106 23:51:22.127315 22079 net.cpp:405] bn4a_branch2a -> res4a_branch2a (in-place)
I1106 23:51:22.127612 22079 net.cpp:150] Setting up bn4a_branch2a
I1106 23:51:22.127619 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.127620 22079 net.cpp:165] Memory required for data: 177623052
I1106 23:51:22.127643 22079 layer_factory.hpp:77] Creating layer scale4a_branch2a
I1106 23:51:22.127651 22079 net.cpp:100] Creating Layer scale4a_branch2a
I1106 23:51:22.127655 22079 net.cpp:444] scale4a_branch2a <- res4a_branch2a
I1106 23:51:22.127657 22079 net.cpp:405] scale4a_branch2a -> res4a_branch2a (in-place)
I1106 23:51:22.127727 22079 layer_factory.hpp:77] Creating layer scale4a_branch2a
I1106 23:51:22.127892 22079 net.cpp:150] Setting up scale4a_branch2a
I1106 23:51:22.127899 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.127902 22079 net.cpp:165] Memory required for data: 177823756
I1106 23:51:22.127908 22079 layer_factory.hpp:77] Creating layer res4a_branch2a_relu
I1106 23:51:22.127912 22079 net.cpp:100] Creating Layer res4a_branch2a_relu
I1106 23:51:22.127914 22079 net.cpp:444] res4a_branch2a_relu <- res4a_branch2a
I1106 23:51:22.127919 22079 net.cpp:405] res4a_branch2a_relu -> res4a_branch2a (in-place)
I1106 23:51:22.128443 22079 net.cpp:150] Setting up res4a_branch2a_relu
I1106 23:51:22.128453 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.128455 22079 net.cpp:165] Memory required for data: 178024460
I1106 23:51:22.128474 22079 layer_factory.hpp:77] Creating layer res4a_branch2b
I1106 23:51:22.128482 22079 net.cpp:100] Creating Layer res4a_branch2b
I1106 23:51:22.128485 22079 net.cpp:444] res4a_branch2b <- res4a_branch2a
I1106 23:51:22.128491 22079 net.cpp:418] res4a_branch2b -> res4a_branch2b
I1106 23:51:22.131853 22079 net.cpp:150] Setting up res4a_branch2b
I1106 23:51:22.131865 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.131867 22079 net.cpp:165] Memory required for data: 178225164
I1106 23:51:22.131891 22079 layer_factory.hpp:77] Creating layer bn4a_branch2b
I1106 23:51:22.131898 22079 net.cpp:100] Creating Layer bn4a_branch2b
I1106 23:51:22.131901 22079 net.cpp:444] bn4a_branch2b <- res4a_branch2b
I1106 23:51:22.131906 22079 net.cpp:405] bn4a_branch2b -> res4a_branch2b (in-place)
I1106 23:51:22.132196 22079 net.cpp:150] Setting up bn4a_branch2b
I1106 23:51:22.132220 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.132222 22079 net.cpp:165] Memory required for data: 178425868
I1106 23:51:22.132246 22079 layer_factory.hpp:77] Creating layer scale4a_branch2b
I1106 23:51:22.132252 22079 net.cpp:100] Creating Layer scale4a_branch2b
I1106 23:51:22.132256 22079 net.cpp:444] scale4a_branch2b <- res4a_branch2b
I1106 23:51:22.132258 22079 net.cpp:405] scale4a_branch2b -> res4a_branch2b (in-place)
I1106 23:51:22.132328 22079 layer_factory.hpp:77] Creating layer scale4a_branch2b
I1106 23:51:22.132475 22079 net.cpp:150] Setting up scale4a_branch2b
I1106 23:51:22.132482 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.132485 22079 net.cpp:165] Memory required for data: 178626572
I1106 23:51:22.132490 22079 layer_factory.hpp:77] Creating layer res4a_branch2b_relu
I1106 23:51:22.132493 22079 net.cpp:100] Creating Layer res4a_branch2b_relu
I1106 23:51:22.132513 22079 net.cpp:444] res4a_branch2b_relu <- res4a_branch2b
I1106 23:51:22.132519 22079 net.cpp:405] res4a_branch2b_relu -> res4a_branch2b (in-place)
I1106 23:51:22.132686 22079 net.cpp:150] Setting up res4a_branch2b_relu
I1106 23:51:22.132694 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.132697 22079 net.cpp:165] Memory required for data: 178827276
I1106 23:51:22.132699 22079 layer_factory.hpp:77] Creating layer res4a_branch2c
I1106 23:51:22.132707 22079 net.cpp:100] Creating Layer res4a_branch2c
I1106 23:51:22.132714 22079 net.cpp:444] res4a_branch2c <- res4a_branch2b
I1106 23:51:22.132719 22079 net.cpp:418] res4a_branch2c -> res4a_branch2c
I1106 23:51:22.135442 22079 net.cpp:150] Setting up res4a_branch2c
I1106 23:51:22.135454 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.135457 22079 net.cpp:165] Memory required for data: 179630092
I1106 23:51:22.135462 22079 layer_factory.hpp:77] Creating layer bn4a_branch2c
I1106 23:51:22.135468 22079 net.cpp:100] Creating Layer bn4a_branch2c
I1106 23:51:22.135470 22079 net.cpp:444] bn4a_branch2c <- res4a_branch2c
I1106 23:51:22.135478 22079 net.cpp:405] bn4a_branch2c -> res4a_branch2c (in-place)
I1106 23:51:22.135766 22079 net.cpp:150] Setting up bn4a_branch2c
I1106 23:51:22.135773 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.135776 22079 net.cpp:165] Memory required for data: 180432908
I1106 23:51:22.135782 22079 layer_factory.hpp:77] Creating layer scale4a_branch2c
I1106 23:51:22.135788 22079 net.cpp:100] Creating Layer scale4a_branch2c
I1106 23:51:22.135794 22079 net.cpp:444] scale4a_branch2c <- res4a_branch2c
I1106 23:51:22.135798 22079 net.cpp:405] scale4a_branch2c -> res4a_branch2c (in-place)
I1106 23:51:22.135849 22079 layer_factory.hpp:77] Creating layer scale4a_branch2c
I1106 23:51:22.136009 22079 net.cpp:150] Setting up scale4a_branch2c
I1106 23:51:22.136015 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.136018 22079 net.cpp:165] Memory required for data: 181235724
I1106 23:51:22.136023 22079 layer_factory.hpp:77] Creating layer res4a
I1106 23:51:22.136026 22079 net.cpp:100] Creating Layer res4a
I1106 23:51:22.136029 22079 net.cpp:444] res4a <- res4a_branch1
I1106 23:51:22.136032 22079 net.cpp:444] res4a <- res4a_branch2c
I1106 23:51:22.136036 22079 net.cpp:418] res4a -> res4a
I1106 23:51:22.136075 22079 net.cpp:150] Setting up res4a
I1106 23:51:22.136081 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.136083 22079 net.cpp:165] Memory required for data: 182038540
I1106 23:51:22.136086 22079 layer_factory.hpp:77] Creating layer res4a_relu
I1106 23:51:22.136090 22079 net.cpp:100] Creating Layer res4a_relu
I1106 23:51:22.136095 22079 net.cpp:444] res4a_relu <- res4a
I1106 23:51:22.136097 22079 net.cpp:405] res4a_relu -> res4a (in-place)
I1106 23:51:22.136250 22079 net.cpp:150] Setting up res4a_relu
I1106 23:51:22.136257 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.136260 22079 net.cpp:165] Memory required for data: 182841356
I1106 23:51:22.136262 22079 layer_factory.hpp:77] Creating layer res4a_res4a_relu_0_split
I1106 23:51:22.136267 22079 net.cpp:100] Creating Layer res4a_res4a_relu_0_split
I1106 23:51:22.136270 22079 net.cpp:444] res4a_res4a_relu_0_split <- res4a
I1106 23:51:22.136273 22079 net.cpp:418] res4a_res4a_relu_0_split -> res4a_res4a_relu_0_split_0
I1106 23:51:22.136278 22079 net.cpp:418] res4a_res4a_relu_0_split -> res4a_res4a_relu_0_split_1
I1106 23:51:22.136337 22079 net.cpp:150] Setting up res4a_res4a_relu_0_split
I1106 23:51:22.136342 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.136344 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.136346 22079 net.cpp:165] Memory required for data: 184446988
I1106 23:51:22.136348 22079 layer_factory.hpp:77] Creating layer res4b1_branch2a
I1106 23:51:22.136364 22079 net.cpp:100] Creating Layer res4b1_branch2a
I1106 23:51:22.136368 22079 net.cpp:444] res4b1_branch2a <- res4a_res4a_relu_0_split_0
I1106 23:51:22.136387 22079 net.cpp:418] res4b1_branch2a -> res4b1_branch2a
I1106 23:51:22.137683 22079 net.cpp:150] Setting up res4b1_branch2a
I1106 23:51:22.137696 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.137698 22079 net.cpp:165] Memory required for data: 184647692
I1106 23:51:22.137722 22079 layer_factory.hpp:77] Creating layer bn4b1_branch2a
I1106 23:51:22.137727 22079 net.cpp:100] Creating Layer bn4b1_branch2a
I1106 23:51:22.137730 22079 net.cpp:444] bn4b1_branch2a <- res4b1_branch2a
I1106 23:51:22.137735 22079 net.cpp:405] bn4b1_branch2a -> res4b1_branch2a (in-place)
I1106 23:51:22.138061 22079 net.cpp:150] Setting up bn4b1_branch2a
I1106 23:51:22.138067 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.138068 22079 net.cpp:165] Memory required for data: 184848396
I1106 23:51:22.138073 22079 layer_factory.hpp:77] Creating layer scale4b1_branch2a
I1106 23:51:22.138080 22079 net.cpp:100] Creating Layer scale4b1_branch2a
I1106 23:51:22.138082 22079 net.cpp:444] scale4b1_branch2a <- res4b1_branch2a
I1106 23:51:22.138087 22079 net.cpp:405] scale4b1_branch2a -> res4b1_branch2a (in-place)
I1106 23:51:22.138152 22079 layer_factory.hpp:77] Creating layer scale4b1_branch2a
I1106 23:51:22.138298 22079 net.cpp:150] Setting up scale4b1_branch2a
I1106 23:51:22.138304 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.138306 22079 net.cpp:165] Memory required for data: 185049100
I1106 23:51:22.138311 22079 layer_factory.hpp:77] Creating layer res4b1_branch2a_relu
I1106 23:51:22.138315 22079 net.cpp:100] Creating Layer res4b1_branch2a_relu
I1106 23:51:22.138317 22079 net.cpp:444] res4b1_branch2a_relu <- res4b1_branch2a
I1106 23:51:22.138324 22079 net.cpp:405] res4b1_branch2a_relu -> res4b1_branch2a (in-place)
I1106 23:51:22.138479 22079 net.cpp:150] Setting up res4b1_branch2a_relu
I1106 23:51:22.138487 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.138489 22079 net.cpp:165] Memory required for data: 185249804
I1106 23:51:22.138492 22079 layer_factory.hpp:77] Creating layer res4b1_branch2b
I1106 23:51:22.138499 22079 net.cpp:100] Creating Layer res4b1_branch2b
I1106 23:51:22.138504 22079 net.cpp:444] res4b1_branch2b <- res4b1_branch2a
I1106 23:51:22.138509 22079 net.cpp:418] res4b1_branch2b -> res4b1_branch2b
I1106 23:51:22.141872 22079 net.cpp:150] Setting up res4b1_branch2b
I1106 23:51:22.141885 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.141886 22079 net.cpp:165] Memory required for data: 185450508
I1106 23:51:22.141892 22079 layer_factory.hpp:77] Creating layer bn4b1_branch2b
I1106 23:51:22.141899 22079 net.cpp:100] Creating Layer bn4b1_branch2b
I1106 23:51:22.141902 22079 net.cpp:444] bn4b1_branch2b <- res4b1_branch2b
I1106 23:51:22.141906 22079 net.cpp:405] bn4b1_branch2b -> res4b1_branch2b (in-place)
I1106 23:51:22.142197 22079 net.cpp:150] Setting up bn4b1_branch2b
I1106 23:51:22.142204 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.142206 22079 net.cpp:165] Memory required for data: 185651212
I1106 23:51:22.142212 22079 layer_factory.hpp:77] Creating layer scale4b1_branch2b
I1106 23:51:22.142225 22079 net.cpp:100] Creating Layer scale4b1_branch2b
I1106 23:51:22.142231 22079 net.cpp:444] scale4b1_branch2b <- res4b1_branch2b
I1106 23:51:22.142235 22079 net.cpp:405] scale4b1_branch2b -> res4b1_branch2b (in-place)
I1106 23:51:22.142288 22079 layer_factory.hpp:77] Creating layer scale4b1_branch2b
I1106 23:51:22.142438 22079 net.cpp:150] Setting up scale4b1_branch2b
I1106 23:51:22.142444 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.142446 22079 net.cpp:165] Memory required for data: 185851916
I1106 23:51:22.142452 22079 layer_factory.hpp:77] Creating layer res4b1_branch2b_relu
I1106 23:51:22.142455 22079 net.cpp:100] Creating Layer res4b1_branch2b_relu
I1106 23:51:22.142462 22079 net.cpp:444] res4b1_branch2b_relu <- res4b1_branch2b
I1106 23:51:22.142465 22079 net.cpp:405] res4b1_branch2b_relu -> res4b1_branch2b (in-place)
I1106 23:51:22.142629 22079 net.cpp:150] Setting up res4b1_branch2b_relu
I1106 23:51:22.142637 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.142639 22079 net.cpp:165] Memory required for data: 186052620
I1106 23:51:22.142642 22079 layer_factory.hpp:77] Creating layer res4b1_branch2c
I1106 23:51:22.142649 22079 net.cpp:100] Creating Layer res4b1_branch2c
I1106 23:51:22.142653 22079 net.cpp:444] res4b1_branch2c <- res4b1_branch2b
I1106 23:51:22.142659 22079 net.cpp:418] res4b1_branch2c -> res4b1_branch2c
I1106 23:51:22.145721 22079 net.cpp:150] Setting up res4b1_branch2c
I1106 23:51:22.145733 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.145736 22079 net.cpp:165] Memory required for data: 186855436
I1106 23:51:22.145740 22079 layer_factory.hpp:77] Creating layer bn4b1_branch2c
I1106 23:51:22.145746 22079 net.cpp:100] Creating Layer bn4b1_branch2c
I1106 23:51:22.145750 22079 net.cpp:444] bn4b1_branch2c <- res4b1_branch2c
I1106 23:51:22.145754 22079 net.cpp:405] bn4b1_branch2c -> res4b1_branch2c (in-place)
I1106 23:51:22.146051 22079 net.cpp:150] Setting up bn4b1_branch2c
I1106 23:51:22.146059 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.146060 22079 net.cpp:165] Memory required for data: 187658252
I1106 23:51:22.146066 22079 layer_factory.hpp:77] Creating layer scale4b1_branch2c
I1106 23:51:22.146080 22079 net.cpp:100] Creating Layer scale4b1_branch2c
I1106 23:51:22.146085 22079 net.cpp:444] scale4b1_branch2c <- res4b1_branch2c
I1106 23:51:22.146090 22079 net.cpp:405] scale4b1_branch2c -> res4b1_branch2c (in-place)
I1106 23:51:22.146141 22079 layer_factory.hpp:77] Creating layer scale4b1_branch2c
I1106 23:51:22.146301 22079 net.cpp:150] Setting up scale4b1_branch2c
I1106 23:51:22.146307 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.146309 22079 net.cpp:165] Memory required for data: 188461068
I1106 23:51:22.146314 22079 layer_factory.hpp:77] Creating layer res4b1
I1106 23:51:22.146318 22079 net.cpp:100] Creating Layer res4b1
I1106 23:51:22.146322 22079 net.cpp:444] res4b1 <- res4a_res4a_relu_0_split_1
I1106 23:51:22.146325 22079 net.cpp:444] res4b1 <- res4b1_branch2c
I1106 23:51:22.146332 22079 net.cpp:418] res4b1 -> res4b1
I1106 23:51:22.146364 22079 net.cpp:150] Setting up res4b1
I1106 23:51:22.146369 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.146373 22079 net.cpp:165] Memory required for data: 189263884
I1106 23:51:22.146374 22079 layer_factory.hpp:77] Creating layer res4b1_relu
I1106 23:51:22.146380 22079 net.cpp:100] Creating Layer res4b1_relu
I1106 23:51:22.146383 22079 net.cpp:444] res4b1_relu <- res4b1
I1106 23:51:22.146386 22079 net.cpp:405] res4b1_relu -> res4b1 (in-place)
I1106 23:51:22.146926 22079 net.cpp:150] Setting up res4b1_relu
I1106 23:51:22.146939 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.146941 22079 net.cpp:165] Memory required for data: 190066700
I1106 23:51:22.146961 22079 layer_factory.hpp:77] Creating layer res4b1_res4b1_relu_0_split
I1106 23:51:22.146966 22079 net.cpp:100] Creating Layer res4b1_res4b1_relu_0_split
I1106 23:51:22.146970 22079 net.cpp:444] res4b1_res4b1_relu_0_split <- res4b1
I1106 23:51:22.146973 22079 net.cpp:418] res4b1_res4b1_relu_0_split -> res4b1_res4b1_relu_0_split_0
I1106 23:51:22.146980 22079 net.cpp:418] res4b1_res4b1_relu_0_split -> res4b1_res4b1_relu_0_split_1
I1106 23:51:22.147042 22079 net.cpp:150] Setting up res4b1_res4b1_relu_0_split
I1106 23:51:22.147088 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.147094 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.147096 22079 net.cpp:165] Memory required for data: 191672332
I1106 23:51:22.147099 22079 layer_factory.hpp:77] Creating layer res4b2_branch2a
I1106 23:51:22.147105 22079 net.cpp:100] Creating Layer res4b2_branch2a
I1106 23:51:22.147107 22079 net.cpp:444] res4b2_branch2a <- res4b1_res4b1_relu_0_split_0
I1106 23:51:22.147114 22079 net.cpp:418] res4b2_branch2a -> res4b2_branch2a
I1106 23:51:22.148087 22079 net.cpp:150] Setting up res4b2_branch2a
I1106 23:51:22.148097 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.148100 22079 net.cpp:165] Memory required for data: 191873036
I1106 23:51:22.148121 22079 layer_factory.hpp:77] Creating layer bn4b2_branch2a
I1106 23:51:22.148128 22079 net.cpp:100] Creating Layer bn4b2_branch2a
I1106 23:51:22.148130 22079 net.cpp:444] bn4b2_branch2a <- res4b2_branch2a
I1106 23:51:22.148136 22079 net.cpp:405] bn4b2_branch2a -> res4b2_branch2a (in-place)
I1106 23:51:22.148455 22079 net.cpp:150] Setting up bn4b2_branch2a
I1106 23:51:22.148461 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.148463 22079 net.cpp:165] Memory required for data: 192073740
I1106 23:51:22.148488 22079 layer_factory.hpp:77] Creating layer scale4b2_branch2a
I1106 23:51:22.148494 22079 net.cpp:100] Creating Layer scale4b2_branch2a
I1106 23:51:22.148496 22079 net.cpp:444] scale4b2_branch2a <- res4b2_branch2a
I1106 23:51:22.148500 22079 net.cpp:405] scale4b2_branch2a -> res4b2_branch2a (in-place)
I1106 23:51:22.148555 22079 layer_factory.hpp:77] Creating layer scale4b2_branch2a
I1106 23:51:22.148705 22079 net.cpp:150] Setting up scale4b2_branch2a
I1106 23:51:22.148711 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.148713 22079 net.cpp:165] Memory required for data: 192274444
I1106 23:51:22.148717 22079 layer_factory.hpp:77] Creating layer res4b2_branch2a_relu
I1106 23:51:22.148722 22079 net.cpp:100] Creating Layer res4b2_branch2a_relu
I1106 23:51:22.148725 22079 net.cpp:444] res4b2_branch2a_relu <- res4b2_branch2a
I1106 23:51:22.148730 22079 net.cpp:405] res4b2_branch2a_relu -> res4b2_branch2a (in-place)
I1106 23:51:22.149289 22079 net.cpp:150] Setting up res4b2_branch2a_relu
I1106 23:51:22.149301 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.149302 22079 net.cpp:165] Memory required for data: 192475148
I1106 23:51:22.149322 22079 layer_factory.hpp:77] Creating layer res4b2_branch2b
I1106 23:51:22.149332 22079 net.cpp:100] Creating Layer res4b2_branch2b
I1106 23:51:22.149334 22079 net.cpp:444] res4b2_branch2b <- res4b2_branch2a
I1106 23:51:22.149338 22079 net.cpp:418] res4b2_branch2b -> res4b2_branch2b
I1106 23:51:22.152745 22079 net.cpp:150] Setting up res4b2_branch2b
I1106 23:51:22.152757 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.152760 22079 net.cpp:165] Memory required for data: 192675852
I1106 23:51:22.152765 22079 layer_factory.hpp:77] Creating layer bn4b2_branch2b
I1106 23:51:22.152771 22079 net.cpp:100] Creating Layer bn4b2_branch2b
I1106 23:51:22.152775 22079 net.cpp:444] bn4b2_branch2b <- res4b2_branch2b
I1106 23:51:22.152778 22079 net.cpp:405] bn4b2_branch2b -> res4b2_branch2b (in-place)
I1106 23:51:22.153076 22079 net.cpp:150] Setting up bn4b2_branch2b
I1106 23:51:22.153084 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.153085 22079 net.cpp:165] Memory required for data: 192876556
I1106 23:51:22.153107 22079 layer_factory.hpp:77] Creating layer scale4b2_branch2b
I1106 23:51:22.153131 22079 net.cpp:100] Creating Layer scale4b2_branch2b
I1106 23:51:22.153134 22079 net.cpp:444] scale4b2_branch2b <- res4b2_branch2b
I1106 23:51:22.153139 22079 net.cpp:405] scale4b2_branch2b -> res4b2_branch2b (in-place)
I1106 23:51:22.153194 22079 layer_factory.hpp:77] Creating layer scale4b2_branch2b
I1106 23:51:22.153367 22079 net.cpp:150] Setting up scale4b2_branch2b
I1106 23:51:22.153373 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.153375 22079 net.cpp:165] Memory required for data: 193077260
I1106 23:51:22.153379 22079 layer_factory.hpp:77] Creating layer res4b2_branch2b_relu
I1106 23:51:22.153386 22079 net.cpp:100] Creating Layer res4b2_branch2b_relu
I1106 23:51:22.153390 22079 net.cpp:444] res4b2_branch2b_relu <- res4b2_branch2b
I1106 23:51:22.153393 22079 net.cpp:405] res4b2_branch2b_relu -> res4b2_branch2b (in-place)
I1106 23:51:22.153579 22079 net.cpp:150] Setting up res4b2_branch2b_relu
I1106 23:51:22.153586 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.153589 22079 net.cpp:165] Memory required for data: 193277964
I1106 23:51:22.153591 22079 layer_factory.hpp:77] Creating layer res4b2_branch2c
I1106 23:51:22.153601 22079 net.cpp:100] Creating Layer res4b2_branch2c
I1106 23:51:22.153604 22079 net.cpp:444] res4b2_branch2c <- res4b2_branch2b
I1106 23:51:22.153609 22079 net.cpp:418] res4b2_branch2c -> res4b2_branch2c
I1106 23:51:22.156333 22079 net.cpp:150] Setting up res4b2_branch2c
I1106 23:51:22.156345 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.156348 22079 net.cpp:165] Memory required for data: 194080780
I1106 23:51:22.156370 22079 layer_factory.hpp:77] Creating layer bn4b2_branch2c
I1106 23:51:22.156378 22079 net.cpp:100] Creating Layer bn4b2_branch2c
I1106 23:51:22.156381 22079 net.cpp:444] bn4b2_branch2c <- res4b2_branch2c
I1106 23:51:22.156388 22079 net.cpp:405] bn4b2_branch2c -> res4b2_branch2c (in-place)
I1106 23:51:22.156687 22079 net.cpp:150] Setting up bn4b2_branch2c
I1106 23:51:22.156693 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.156695 22079 net.cpp:165] Memory required for data: 194883596
I1106 23:51:22.156718 22079 layer_factory.hpp:77] Creating layer scale4b2_branch2c
I1106 23:51:22.156743 22079 net.cpp:100] Creating Layer scale4b2_branch2c
I1106 23:51:22.156745 22079 net.cpp:444] scale4b2_branch2c <- res4b2_branch2c
I1106 23:51:22.156750 22079 net.cpp:405] scale4b2_branch2c -> res4b2_branch2c (in-place)
I1106 23:51:22.156822 22079 layer_factory.hpp:77] Creating layer scale4b2_branch2c
I1106 23:51:22.156993 22079 net.cpp:150] Setting up scale4b2_branch2c
I1106 23:51:22.156999 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.157001 22079 net.cpp:165] Memory required for data: 195686412
I1106 23:51:22.157006 22079 layer_factory.hpp:77] Creating layer res4b2
I1106 23:51:22.157012 22079 net.cpp:100] Creating Layer res4b2
I1106 23:51:22.157016 22079 net.cpp:444] res4b2 <- res4b1_res4b1_relu_0_split_1
I1106 23:51:22.157021 22079 net.cpp:444] res4b2 <- res4b2_branch2c
I1106 23:51:22.157024 22079 net.cpp:418] res4b2 -> res4b2
I1106 23:51:22.157057 22079 net.cpp:150] Setting up res4b2
I1106 23:51:22.157063 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.157065 22079 net.cpp:165] Memory required for data: 196489228
I1106 23:51:22.157068 22079 layer_factory.hpp:77] Creating layer res4b2_relu
I1106 23:51:22.157074 22079 net.cpp:100] Creating Layer res4b2_relu
I1106 23:51:22.157093 22079 net.cpp:444] res4b2_relu <- res4b2
I1106 23:51:22.157097 22079 net.cpp:405] res4b2_relu -> res4b2 (in-place)
I1106 23:51:22.157274 22079 net.cpp:150] Setting up res4b2_relu
I1106 23:51:22.157281 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.157284 22079 net.cpp:165] Memory required for data: 197292044
I1106 23:51:22.157286 22079 layer_factory.hpp:77] Creating layer res4b2_res4b2_relu_0_split
I1106 23:51:22.157290 22079 net.cpp:100] Creating Layer res4b2_res4b2_relu_0_split
I1106 23:51:22.157294 22079 net.cpp:444] res4b2_res4b2_relu_0_split <- res4b2
I1106 23:51:22.157299 22079 net.cpp:418] res4b2_res4b2_relu_0_split -> res4b2_res4b2_relu_0_split_0
I1106 23:51:22.157304 22079 net.cpp:418] res4b2_res4b2_relu_0_split -> res4b2_res4b2_relu_0_split_1
I1106 23:51:22.157363 22079 net.cpp:150] Setting up res4b2_res4b2_relu_0_split
I1106 23:51:22.157368 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.157371 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.157373 22079 net.cpp:165] Memory required for data: 198897676
I1106 23:51:22.157377 22079 layer_factory.hpp:77] Creating layer res4b3_branch2a
I1106 23:51:22.157383 22079 net.cpp:100] Creating Layer res4b3_branch2a
I1106 23:51:22.157387 22079 net.cpp:444] res4b3_branch2a <- res4b2_res4b2_relu_0_split_0
I1106 23:51:22.157392 22079 net.cpp:418] res4b3_branch2a -> res4b3_branch2a
I1106 23:51:22.158676 22079 net.cpp:150] Setting up res4b3_branch2a
I1106 23:51:22.158689 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.158690 22079 net.cpp:165] Memory required for data: 199098380
I1106 23:51:22.158712 22079 layer_factory.hpp:77] Creating layer bn4b3_branch2a
I1106 23:51:22.158720 22079 net.cpp:100] Creating Layer bn4b3_branch2a
I1106 23:51:22.158722 22079 net.cpp:444] bn4b3_branch2a <- res4b3_branch2a
I1106 23:51:22.158726 22079 net.cpp:405] bn4b3_branch2a -> res4b3_branch2a (in-place)
I1106 23:51:22.159090 22079 net.cpp:150] Setting up bn4b3_branch2a
I1106 23:51:22.159097 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.159099 22079 net.cpp:165] Memory required for data: 199299084
I1106 23:51:22.159122 22079 layer_factory.hpp:77] Creating layer scale4b3_branch2a
I1106 23:51:22.159131 22079 net.cpp:100] Creating Layer scale4b3_branch2a
I1106 23:51:22.159133 22079 net.cpp:444] scale4b3_branch2a <- res4b3_branch2a
I1106 23:51:22.159139 22079 net.cpp:405] scale4b3_branch2a -> res4b3_branch2a (in-place)
I1106 23:51:22.159214 22079 layer_factory.hpp:77] Creating layer scale4b3_branch2a
I1106 23:51:22.159422 22079 net.cpp:150] Setting up scale4b3_branch2a
I1106 23:51:22.159428 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.159430 22079 net.cpp:165] Memory required for data: 199499788
I1106 23:51:22.159435 22079 layer_factory.hpp:77] Creating layer res4b3_branch2a_relu
I1106 23:51:22.159440 22079 net.cpp:100] Creating Layer res4b3_branch2a_relu
I1106 23:51:22.159443 22079 net.cpp:444] res4b3_branch2a_relu <- res4b3_branch2a
I1106 23:51:22.159448 22079 net.cpp:405] res4b3_branch2a_relu -> res4b3_branch2a (in-place)
I1106 23:51:22.159605 22079 net.cpp:150] Setting up res4b3_branch2a_relu
I1106 23:51:22.159613 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.159615 22079 net.cpp:165] Memory required for data: 199700492
I1106 23:51:22.159618 22079 layer_factory.hpp:77] Creating layer res4b3_branch2b
I1106 23:51:22.159626 22079 net.cpp:100] Creating Layer res4b3_branch2b
I1106 23:51:22.159633 22079 net.cpp:444] res4b3_branch2b <- res4b3_branch2a
I1106 23:51:22.159638 22079 net.cpp:418] res4b3_branch2b -> res4b3_branch2b
I1106 23:51:22.162927 22079 net.cpp:150] Setting up res4b3_branch2b
I1106 23:51:22.162940 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.162942 22079 net.cpp:165] Memory required for data: 199901196
I1106 23:51:22.162948 22079 layer_factory.hpp:77] Creating layer bn4b3_branch2b
I1106 23:51:22.162955 22079 net.cpp:100] Creating Layer bn4b3_branch2b
I1106 23:51:22.162957 22079 net.cpp:444] bn4b3_branch2b <- res4b3_branch2b
I1106 23:51:22.162962 22079 net.cpp:405] bn4b3_branch2b -> res4b3_branch2b (in-place)
I1106 23:51:22.163336 22079 net.cpp:150] Setting up bn4b3_branch2b
I1106 23:51:22.163343 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.163347 22079 net.cpp:165] Memory required for data: 200101900
I1106 23:51:22.163372 22079 layer_factory.hpp:77] Creating layer scale4b3_branch2b
I1106 23:51:22.163380 22079 net.cpp:100] Creating Layer scale4b3_branch2b
I1106 23:51:22.163383 22079 net.cpp:444] scale4b3_branch2b <- res4b3_branch2b
I1106 23:51:22.163386 22079 net.cpp:405] scale4b3_branch2b -> res4b3_branch2b (in-place)
I1106 23:51:22.163477 22079 layer_factory.hpp:77] Creating layer scale4b3_branch2b
I1106 23:51:22.163633 22079 net.cpp:150] Setting up scale4b3_branch2b
I1106 23:51:22.163640 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.163641 22079 net.cpp:165] Memory required for data: 200302604
I1106 23:51:22.163645 22079 layer_factory.hpp:77] Creating layer res4b3_branch2b_relu
I1106 23:51:22.163650 22079 net.cpp:100] Creating Layer res4b3_branch2b_relu
I1106 23:51:22.163655 22079 net.cpp:444] res4b3_branch2b_relu <- res4b3_branch2b
I1106 23:51:22.163660 22079 net.cpp:405] res4b3_branch2b_relu -> res4b3_branch2b (in-place)
I1106 23:51:22.163825 22079 net.cpp:150] Setting up res4b3_branch2b_relu
I1106 23:51:22.163833 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.163836 22079 net.cpp:165] Memory required for data: 200503308
I1106 23:51:22.163838 22079 layer_factory.hpp:77] Creating layer res4b3_branch2c
I1106 23:51:22.163846 22079 net.cpp:100] Creating Layer res4b3_branch2c
I1106 23:51:22.163851 22079 net.cpp:444] res4b3_branch2c <- res4b3_branch2b
I1106 23:51:22.163856 22079 net.cpp:418] res4b3_branch2c -> res4b3_branch2c
I1106 23:51:22.166435 22079 net.cpp:150] Setting up res4b3_branch2c
I1106 23:51:22.166447 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.166450 22079 net.cpp:165] Memory required for data: 201306124
I1106 23:51:22.166455 22079 layer_factory.hpp:77] Creating layer bn4b3_branch2c
I1106 23:51:22.166462 22079 net.cpp:100] Creating Layer bn4b3_branch2c
I1106 23:51:22.166466 22079 net.cpp:444] bn4b3_branch2c <- res4b3_branch2c
I1106 23:51:22.166470 22079 net.cpp:405] bn4b3_branch2c -> res4b3_branch2c (in-place)
I1106 23:51:22.166774 22079 net.cpp:150] Setting up bn4b3_branch2c
I1106 23:51:22.166797 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.166800 22079 net.cpp:165] Memory required for data: 202108940
I1106 23:51:22.166821 22079 layer_factory.hpp:77] Creating layer scale4b3_branch2c
I1106 23:51:22.166829 22079 net.cpp:100] Creating Layer scale4b3_branch2c
I1106 23:51:22.166832 22079 net.cpp:444] scale4b3_branch2c <- res4b3_branch2c
I1106 23:51:22.166836 22079 net.cpp:405] scale4b3_branch2c -> res4b3_branch2c (in-place)
I1106 23:51:22.166888 22079 layer_factory.hpp:77] Creating layer scale4b3_branch2c
I1106 23:51:22.167080 22079 net.cpp:150] Setting up scale4b3_branch2c
I1106 23:51:22.167105 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.167107 22079 net.cpp:165] Memory required for data: 202911756
I1106 23:51:22.167112 22079 layer_factory.hpp:77] Creating layer res4b3
I1106 23:51:22.167117 22079 net.cpp:100] Creating Layer res4b3
I1106 23:51:22.167120 22079 net.cpp:444] res4b3 <- res4b2_res4b2_relu_0_split_1
I1106 23:51:22.167124 22079 net.cpp:444] res4b3 <- res4b3_branch2c
I1106 23:51:22.167132 22079 net.cpp:418] res4b3 -> res4b3
I1106 23:51:22.167171 22079 net.cpp:150] Setting up res4b3
I1106 23:51:22.167176 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.167179 22079 net.cpp:165] Memory required for data: 203714572
I1106 23:51:22.167181 22079 layer_factory.hpp:77] Creating layer res4b3_relu
I1106 23:51:22.167186 22079 net.cpp:100] Creating Layer res4b3_relu
I1106 23:51:22.167188 22079 net.cpp:444] res4b3_relu <- res4b3
I1106 23:51:22.167192 22079 net.cpp:405] res4b3_relu -> res4b3 (in-place)
I1106 23:51:22.167728 22079 net.cpp:150] Setting up res4b3_relu
I1106 23:51:22.167738 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.167742 22079 net.cpp:165] Memory required for data: 204517388
I1106 23:51:22.167762 22079 layer_factory.hpp:77] Creating layer res4b3_res4b3_relu_0_split
I1106 23:51:22.167768 22079 net.cpp:100] Creating Layer res4b3_res4b3_relu_0_split
I1106 23:51:22.167770 22079 net.cpp:444] res4b3_res4b3_relu_0_split <- res4b3
I1106 23:51:22.167774 22079 net.cpp:418] res4b3_res4b3_relu_0_split -> res4b3_res4b3_relu_0_split_0
I1106 23:51:22.167781 22079 net.cpp:418] res4b3_res4b3_relu_0_split -> res4b3_res4b3_relu_0_split_1
I1106 23:51:22.167843 22079 net.cpp:150] Setting up res4b3_res4b3_relu_0_split
I1106 23:51:22.167850 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.167853 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.167855 22079 net.cpp:165] Memory required for data: 206123020
I1106 23:51:22.167857 22079 layer_factory.hpp:77] Creating layer res4b4_branch2a
I1106 23:51:22.167865 22079 net.cpp:100] Creating Layer res4b4_branch2a
I1106 23:51:22.167868 22079 net.cpp:444] res4b4_branch2a <- res4b3_res4b3_relu_0_split_0
I1106 23:51:22.167875 22079 net.cpp:418] res4b4_branch2a -> res4b4_branch2a
I1106 23:51:22.168756 22079 net.cpp:150] Setting up res4b4_branch2a
I1106 23:51:22.168766 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.168768 22079 net.cpp:165] Memory required for data: 206323724
I1106 23:51:22.168789 22079 layer_factory.hpp:77] Creating layer bn4b4_branch2a
I1106 23:51:22.168797 22079 net.cpp:100] Creating Layer bn4b4_branch2a
I1106 23:51:22.168799 22079 net.cpp:444] bn4b4_branch2a <- res4b4_branch2a
I1106 23:51:22.168805 22079 net.cpp:405] bn4b4_branch2a -> res4b4_branch2a (in-place)
I1106 23:51:22.169080 22079 net.cpp:150] Setting up bn4b4_branch2a
I1106 23:51:22.169103 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.169106 22079 net.cpp:165] Memory required for data: 206524428
I1106 23:51:22.169128 22079 layer_factory.hpp:77] Creating layer scale4b4_branch2a
I1106 23:51:22.169138 22079 net.cpp:100] Creating Layer scale4b4_branch2a
I1106 23:51:22.169142 22079 net.cpp:444] scale4b4_branch2a <- res4b4_branch2a
I1106 23:51:22.169158 22079 net.cpp:405] scale4b4_branch2a -> res4b4_branch2a (in-place)
I1106 23:51:22.169226 22079 layer_factory.hpp:77] Creating layer scale4b4_branch2a
I1106 23:51:22.169381 22079 net.cpp:150] Setting up scale4b4_branch2a
I1106 23:51:22.169389 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.169390 22079 net.cpp:165] Memory required for data: 206725132
I1106 23:51:22.169394 22079 layer_factory.hpp:77] Creating layer res4b4_branch2a_relu
I1106 23:51:22.169399 22079 net.cpp:100] Creating Layer res4b4_branch2a_relu
I1106 23:51:22.169401 22079 net.cpp:444] res4b4_branch2a_relu <- res4b4_branch2a
I1106 23:51:22.169406 22079 net.cpp:405] res4b4_branch2a_relu -> res4b4_branch2a (in-place)
I1106 23:51:22.169893 22079 net.cpp:150] Setting up res4b4_branch2a_relu
I1106 23:51:22.169903 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.169905 22079 net.cpp:165] Memory required for data: 206925836
I1106 23:51:22.169908 22079 layer_factory.hpp:77] Creating layer res4b4_branch2b
I1106 23:51:22.169915 22079 net.cpp:100] Creating Layer res4b4_branch2b
I1106 23:51:22.169919 22079 net.cpp:444] res4b4_branch2b <- res4b4_branch2a
I1106 23:51:22.169924 22079 net.cpp:418] res4b4_branch2b -> res4b4_branch2b
I1106 23:51:22.173316 22079 net.cpp:150] Setting up res4b4_branch2b
I1106 23:51:22.173327 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.173329 22079 net.cpp:165] Memory required for data: 207126540
I1106 23:51:22.173334 22079 layer_factory.hpp:77] Creating layer bn4b4_branch2b
I1106 23:51:22.173341 22079 net.cpp:100] Creating Layer bn4b4_branch2b
I1106 23:51:22.173344 22079 net.cpp:444] bn4b4_branch2b <- res4b4_branch2b
I1106 23:51:22.173349 22079 net.cpp:405] bn4b4_branch2b -> res4b4_branch2b (in-place)
I1106 23:51:22.173655 22079 net.cpp:150] Setting up bn4b4_branch2b
I1106 23:51:22.173677 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.173679 22079 net.cpp:165] Memory required for data: 207327244
I1106 23:51:22.173702 22079 layer_factory.hpp:77] Creating layer scale4b4_branch2b
I1106 23:51:22.173709 22079 net.cpp:100] Creating Layer scale4b4_branch2b
I1106 23:51:22.173714 22079 net.cpp:444] scale4b4_branch2b <- res4b4_branch2b
I1106 23:51:22.173718 22079 net.cpp:405] scale4b4_branch2b -> res4b4_branch2b (in-place)
I1106 23:51:22.173774 22079 layer_factory.hpp:77] Creating layer scale4b4_branch2b
I1106 23:51:22.173933 22079 net.cpp:150] Setting up scale4b4_branch2b
I1106 23:51:22.173938 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.173940 22079 net.cpp:165] Memory required for data: 207527948
I1106 23:51:22.173945 22079 layer_factory.hpp:77] Creating layer res4b4_branch2b_relu
I1106 23:51:22.173951 22079 net.cpp:100] Creating Layer res4b4_branch2b_relu
I1106 23:51:22.173957 22079 net.cpp:444] res4b4_branch2b_relu <- res4b4_branch2b
I1106 23:51:22.173961 22079 net.cpp:405] res4b4_branch2b_relu -> res4b4_branch2b (in-place)
I1106 23:51:22.174130 22079 net.cpp:150] Setting up res4b4_branch2b_relu
I1106 23:51:22.174139 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.174140 22079 net.cpp:165] Memory required for data: 207728652
I1106 23:51:22.174144 22079 layer_factory.hpp:77] Creating layer res4b4_branch2c
I1106 23:51:22.174152 22079 net.cpp:100] Creating Layer res4b4_branch2c
I1106 23:51:22.174156 22079 net.cpp:444] res4b4_branch2c <- res4b4_branch2b
I1106 23:51:22.174160 22079 net.cpp:418] res4b4_branch2c -> res4b4_branch2c
I1106 23:51:22.176771 22079 net.cpp:150] Setting up res4b4_branch2c
I1106 23:51:22.176784 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.176786 22079 net.cpp:165] Memory required for data: 208531468
I1106 23:51:22.176790 22079 layer_factory.hpp:77] Creating layer bn4b4_branch2c
I1106 23:51:22.176798 22079 net.cpp:100] Creating Layer bn4b4_branch2c
I1106 23:51:22.176801 22079 net.cpp:444] bn4b4_branch2c <- res4b4_branch2c
I1106 23:51:22.176806 22079 net.cpp:405] bn4b4_branch2c -> res4b4_branch2c (in-place)
I1106 23:51:22.177110 22079 net.cpp:150] Setting up bn4b4_branch2c
I1106 23:51:22.177134 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.177135 22079 net.cpp:165] Memory required for data: 209334284
I1106 23:51:22.177160 22079 layer_factory.hpp:77] Creating layer scale4b4_branch2c
I1106 23:51:22.177166 22079 net.cpp:100] Creating Layer scale4b4_branch2c
I1106 23:51:22.177170 22079 net.cpp:444] scale4b4_branch2c <- res4b4_branch2c
I1106 23:51:22.177173 22079 net.cpp:405] scale4b4_branch2c -> res4b4_branch2c (in-place)
I1106 23:51:22.177227 22079 layer_factory.hpp:77] Creating layer scale4b4_branch2c
I1106 23:51:22.177409 22079 net.cpp:150] Setting up scale4b4_branch2c
I1106 23:51:22.177417 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.177418 22079 net.cpp:165] Memory required for data: 210137100
I1106 23:51:22.177423 22079 layer_factory.hpp:77] Creating layer res4b4
I1106 23:51:22.177429 22079 net.cpp:100] Creating Layer res4b4
I1106 23:51:22.177433 22079 net.cpp:444] res4b4 <- res4b3_res4b3_relu_0_split_1
I1106 23:51:22.177436 22079 net.cpp:444] res4b4 <- res4b4_branch2c
I1106 23:51:22.177440 22079 net.cpp:418] res4b4 -> res4b4
I1106 23:51:22.177495 22079 net.cpp:150] Setting up res4b4
I1106 23:51:22.177500 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.177503 22079 net.cpp:165] Memory required for data: 210939916
I1106 23:51:22.177505 22079 layer_factory.hpp:77] Creating layer res4b4_relu
I1106 23:51:22.177510 22079 net.cpp:100] Creating Layer res4b4_relu
I1106 23:51:22.177513 22079 net.cpp:444] res4b4_relu <- res4b4
I1106 23:51:22.177518 22079 net.cpp:405] res4b4_relu -> res4b4 (in-place)
I1106 23:51:22.177688 22079 net.cpp:150] Setting up res4b4_relu
I1106 23:51:22.177696 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.177698 22079 net.cpp:165] Memory required for data: 211742732
I1106 23:51:22.177701 22079 layer_factory.hpp:77] Creating layer res4b4_res4b4_relu_0_split
I1106 23:51:22.177706 22079 net.cpp:100] Creating Layer res4b4_res4b4_relu_0_split
I1106 23:51:22.177708 22079 net.cpp:444] res4b4_res4b4_relu_0_split <- res4b4
I1106 23:51:22.177714 22079 net.cpp:418] res4b4_res4b4_relu_0_split -> res4b4_res4b4_relu_0_split_0
I1106 23:51:22.177721 22079 net.cpp:418] res4b4_res4b4_relu_0_split -> res4b4_res4b4_relu_0_split_1
I1106 23:51:22.177817 22079 net.cpp:150] Setting up res4b4_res4b4_relu_0_split
I1106 23:51:22.177822 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.177844 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.177845 22079 net.cpp:165] Memory required for data: 213348364
I1106 23:51:22.177848 22079 layer_factory.hpp:77] Creating layer res4b5_branch2a
I1106 23:51:22.177856 22079 net.cpp:100] Creating Layer res4b5_branch2a
I1106 23:51:22.177860 22079 net.cpp:444] res4b5_branch2a <- res4b4_res4b4_relu_0_split_0
I1106 23:51:22.177863 22079 net.cpp:418] res4b5_branch2a -> res4b5_branch2a
I1106 23:51:22.179220 22079 net.cpp:150] Setting up res4b5_branch2a
I1106 23:51:22.179234 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.179236 22079 net.cpp:165] Memory required for data: 213549068
I1106 23:51:22.179260 22079 layer_factory.hpp:77] Creating layer bn4b5_branch2a
I1106 23:51:22.179266 22079 net.cpp:100] Creating Layer bn4b5_branch2a
I1106 23:51:22.179270 22079 net.cpp:444] bn4b5_branch2a <- res4b5_branch2a
I1106 23:51:22.179275 22079 net.cpp:405] bn4b5_branch2a -> res4b5_branch2a (in-place)
I1106 23:51:22.179630 22079 net.cpp:150] Setting up bn4b5_branch2a
I1106 23:51:22.179636 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.179638 22079 net.cpp:165] Memory required for data: 213749772
I1106 23:51:22.179661 22079 layer_factory.hpp:77] Creating layer scale4b5_branch2a
I1106 23:51:22.179668 22079 net.cpp:100] Creating Layer scale4b5_branch2a
I1106 23:51:22.179672 22079 net.cpp:444] scale4b5_branch2a <- res4b5_branch2a
I1106 23:51:22.179677 22079 net.cpp:405] scale4b5_branch2a -> res4b5_branch2a (in-place)
I1106 23:51:22.179733 22079 layer_factory.hpp:77] Creating layer scale4b5_branch2a
I1106 23:51:22.179891 22079 net.cpp:150] Setting up scale4b5_branch2a
I1106 23:51:22.179898 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.179899 22079 net.cpp:165] Memory required for data: 213950476
I1106 23:51:22.179904 22079 layer_factory.hpp:77] Creating layer res4b5_branch2a_relu
I1106 23:51:22.179909 22079 net.cpp:100] Creating Layer res4b5_branch2a_relu
I1106 23:51:22.179913 22079 net.cpp:444] res4b5_branch2a_relu <- res4b5_branch2a
I1106 23:51:22.179919 22079 net.cpp:405] res4b5_branch2a_relu -> res4b5_branch2a (in-place)
I1106 23:51:22.180119 22079 net.cpp:150] Setting up res4b5_branch2a_relu
I1106 23:51:22.180127 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.180130 22079 net.cpp:165] Memory required for data: 214151180
I1106 23:51:22.180132 22079 layer_factory.hpp:77] Creating layer res4b5_branch2b
I1106 23:51:22.180140 22079 net.cpp:100] Creating Layer res4b5_branch2b
I1106 23:51:22.180145 22079 net.cpp:444] res4b5_branch2b <- res4b5_branch2a
I1106 23:51:22.180150 22079 net.cpp:418] res4b5_branch2b -> res4b5_branch2b
I1106 23:51:22.183544 22079 net.cpp:150] Setting up res4b5_branch2b
I1106 23:51:22.183557 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.183559 22079 net.cpp:165] Memory required for data: 214351884
I1106 23:51:22.183567 22079 layer_factory.hpp:77] Creating layer bn4b5_branch2b
I1106 23:51:22.183573 22079 net.cpp:100] Creating Layer bn4b5_branch2b
I1106 23:51:22.183576 22079 net.cpp:444] bn4b5_branch2b <- res4b5_branch2b
I1106 23:51:22.183580 22079 net.cpp:405] bn4b5_branch2b -> res4b5_branch2b (in-place)
I1106 23:51:22.183886 22079 net.cpp:150] Setting up bn4b5_branch2b
I1106 23:51:22.183908 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.183910 22079 net.cpp:165] Memory required for data: 214552588
I1106 23:51:22.183933 22079 layer_factory.hpp:77] Creating layer scale4b5_branch2b
I1106 23:51:22.183940 22079 net.cpp:100] Creating Layer scale4b5_branch2b
I1106 23:51:22.183943 22079 net.cpp:444] scale4b5_branch2b <- res4b5_branch2b
I1106 23:51:22.183946 22079 net.cpp:405] scale4b5_branch2b -> res4b5_branch2b (in-place)
I1106 23:51:22.184003 22079 layer_factory.hpp:77] Creating layer scale4b5_branch2b
I1106 23:51:22.184165 22079 net.cpp:150] Setting up scale4b5_branch2b
I1106 23:51:22.184171 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.184173 22079 net.cpp:165] Memory required for data: 214753292
I1106 23:51:22.184178 22079 layer_factory.hpp:77] Creating layer res4b5_branch2b_relu
I1106 23:51:22.184183 22079 net.cpp:100] Creating Layer res4b5_branch2b_relu
I1106 23:51:22.184185 22079 net.cpp:444] res4b5_branch2b_relu <- res4b5_branch2b
I1106 23:51:22.184191 22079 net.cpp:405] res4b5_branch2b_relu -> res4b5_branch2b (in-place)
I1106 23:51:22.184361 22079 net.cpp:150] Setting up res4b5_branch2b_relu
I1106 23:51:22.184368 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.184371 22079 net.cpp:165] Memory required for data: 214953996
I1106 23:51:22.184373 22079 layer_factory.hpp:77] Creating layer res4b5_branch2c
I1106 23:51:22.184382 22079 net.cpp:100] Creating Layer res4b5_branch2c
I1106 23:51:22.184386 22079 net.cpp:444] res4b5_branch2c <- res4b5_branch2b
I1106 23:51:22.184391 22079 net.cpp:418] res4b5_branch2c -> res4b5_branch2c
I1106 23:51:22.186939 22079 net.cpp:150] Setting up res4b5_branch2c
I1106 23:51:22.186952 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.186954 22079 net.cpp:165] Memory required for data: 215756812
I1106 23:51:22.186977 22079 layer_factory.hpp:77] Creating layer bn4b5_branch2c
I1106 23:51:22.186985 22079 net.cpp:100] Creating Layer bn4b5_branch2c
I1106 23:51:22.186988 22079 net.cpp:444] bn4b5_branch2c <- res4b5_branch2c
I1106 23:51:22.186992 22079 net.cpp:405] bn4b5_branch2c -> res4b5_branch2c (in-place)
I1106 23:51:22.187378 22079 net.cpp:150] Setting up bn4b5_branch2c
I1106 23:51:22.187386 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.187404 22079 net.cpp:165] Memory required for data: 216559628
I1106 23:51:22.187409 22079 layer_factory.hpp:77] Creating layer scale4b5_branch2c
I1106 23:51:22.187417 22079 net.cpp:100] Creating Layer scale4b5_branch2c
I1106 23:51:22.187419 22079 net.cpp:444] scale4b5_branch2c <- res4b5_branch2c
I1106 23:51:22.187423 22079 net.cpp:405] scale4b5_branch2c -> res4b5_branch2c (in-place)
I1106 23:51:22.187490 22079 layer_factory.hpp:77] Creating layer scale4b5_branch2c
I1106 23:51:22.187661 22079 net.cpp:150] Setting up scale4b5_branch2c
I1106 23:51:22.187669 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.187670 22079 net.cpp:165] Memory required for data: 217362444
I1106 23:51:22.187688 22079 layer_factory.hpp:77] Creating layer res4b5
I1106 23:51:22.187695 22079 net.cpp:100] Creating Layer res4b5
I1106 23:51:22.187697 22079 net.cpp:444] res4b5 <- res4b4_res4b4_relu_0_split_1
I1106 23:51:22.187701 22079 net.cpp:444] res4b5 <- res4b5_branch2c
I1106 23:51:22.187705 22079 net.cpp:418] res4b5 -> res4b5
I1106 23:51:22.187743 22079 net.cpp:150] Setting up res4b5
I1106 23:51:22.187749 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.187752 22079 net.cpp:165] Memory required for data: 218165260
I1106 23:51:22.187754 22079 layer_factory.hpp:77] Creating layer res4b5_relu
I1106 23:51:22.187762 22079 net.cpp:100] Creating Layer res4b5_relu
I1106 23:51:22.187764 22079 net.cpp:444] res4b5_relu <- res4b5
I1106 23:51:22.187768 22079 net.cpp:405] res4b5_relu -> res4b5 (in-place)
I1106 23:51:22.188277 22079 net.cpp:150] Setting up res4b5_relu
I1106 23:51:22.188289 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.188292 22079 net.cpp:165] Memory required for data: 218968076
I1106 23:51:22.188311 22079 layer_factory.hpp:77] Creating layer res4b5_res4b5_relu_0_split
I1106 23:51:22.188316 22079 net.cpp:100] Creating Layer res4b5_res4b5_relu_0_split
I1106 23:51:22.188319 22079 net.cpp:444] res4b5_res4b5_relu_0_split <- res4b5
I1106 23:51:22.188323 22079 net.cpp:418] res4b5_res4b5_relu_0_split -> res4b5_res4b5_relu_0_split_0
I1106 23:51:22.188329 22079 net.cpp:418] res4b5_res4b5_relu_0_split -> res4b5_res4b5_relu_0_split_1
I1106 23:51:22.188395 22079 net.cpp:150] Setting up res4b5_res4b5_relu_0_split
I1106 23:51:22.188401 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.188405 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.188407 22079 net.cpp:165] Memory required for data: 220573708
I1106 23:51:22.188410 22079 layer_factory.hpp:77] Creating layer res4b6_branch2a
I1106 23:51:22.188416 22079 net.cpp:100] Creating Layer res4b6_branch2a
I1106 23:51:22.188418 22079 net.cpp:444] res4b6_branch2a <- res4b5_res4b5_relu_0_split_0
I1106 23:51:22.188424 22079 net.cpp:418] res4b6_branch2a -> res4b6_branch2a
I1106 23:51:22.189324 22079 net.cpp:150] Setting up res4b6_branch2a
I1106 23:51:22.189333 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.189337 22079 net.cpp:165] Memory required for data: 220774412
I1106 23:51:22.189358 22079 layer_factory.hpp:77] Creating layer bn4b6_branch2a
I1106 23:51:22.189365 22079 net.cpp:100] Creating Layer bn4b6_branch2a
I1106 23:51:22.189368 22079 net.cpp:444] bn4b6_branch2a <- res4b6_branch2a
I1106 23:51:22.189373 22079 net.cpp:405] bn4b6_branch2a -> res4b6_branch2a (in-place)
I1106 23:51:22.189678 22079 net.cpp:150] Setting up bn4b6_branch2a
I1106 23:51:22.189685 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.189687 22079 net.cpp:165] Memory required for data: 220975116
I1106 23:51:22.189710 22079 layer_factory.hpp:77] Creating layer scale4b6_branch2a
I1106 23:51:22.189715 22079 net.cpp:100] Creating Layer scale4b6_branch2a
I1106 23:51:22.189718 22079 net.cpp:444] scale4b6_branch2a <- res4b6_branch2a
I1106 23:51:22.189723 22079 net.cpp:405] scale4b6_branch2a -> res4b6_branch2a (in-place)
I1106 23:51:22.189781 22079 layer_factory.hpp:77] Creating layer scale4b6_branch2a
I1106 23:51:22.189944 22079 net.cpp:150] Setting up scale4b6_branch2a
I1106 23:51:22.189950 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.189952 22079 net.cpp:165] Memory required for data: 221175820
I1106 23:51:22.189957 22079 layer_factory.hpp:77] Creating layer res4b6_branch2a_relu
I1106 23:51:22.189962 22079 net.cpp:100] Creating Layer res4b6_branch2a_relu
I1106 23:51:22.189965 22079 net.cpp:444] res4b6_branch2a_relu <- res4b6_branch2a
I1106 23:51:22.189970 22079 net.cpp:405] res4b6_branch2a_relu -> res4b6_branch2a (in-place)
I1106 23:51:22.190469 22079 net.cpp:150] Setting up res4b6_branch2a_relu
I1106 23:51:22.190479 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.190481 22079 net.cpp:165] Memory required for data: 221376524
I1106 23:51:22.190501 22079 layer_factory.hpp:77] Creating layer res4b6_branch2b
I1106 23:51:22.190510 22079 net.cpp:100] Creating Layer res4b6_branch2b
I1106 23:51:22.190513 22079 net.cpp:444] res4b6_branch2b <- res4b6_branch2a
I1106 23:51:22.190517 22079 net.cpp:418] res4b6_branch2b -> res4b6_branch2b
I1106 23:51:22.193842 22079 net.cpp:150] Setting up res4b6_branch2b
I1106 23:51:22.193855 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.193856 22079 net.cpp:165] Memory required for data: 221577228
I1106 23:51:22.193861 22079 layer_factory.hpp:77] Creating layer bn4b6_branch2b
I1106 23:51:22.193868 22079 net.cpp:100] Creating Layer bn4b6_branch2b
I1106 23:51:22.193871 22079 net.cpp:444] bn4b6_branch2b <- res4b6_branch2b
I1106 23:51:22.193876 22079 net.cpp:405] bn4b6_branch2b -> res4b6_branch2b (in-place)
I1106 23:51:22.194208 22079 net.cpp:150] Setting up bn4b6_branch2b
I1106 23:51:22.194214 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.194216 22079 net.cpp:165] Memory required for data: 221777932
I1106 23:51:22.194241 22079 layer_factory.hpp:77] Creating layer scale4b6_branch2b
I1106 23:51:22.194245 22079 net.cpp:100] Creating Layer scale4b6_branch2b
I1106 23:51:22.194248 22079 net.cpp:444] scale4b6_branch2b <- res4b6_branch2b
I1106 23:51:22.194253 22079 net.cpp:405] scale4b6_branch2b -> res4b6_branch2b (in-place)
I1106 23:51:22.194314 22079 layer_factory.hpp:77] Creating layer scale4b6_branch2b
I1106 23:51:22.194478 22079 net.cpp:150] Setting up scale4b6_branch2b
I1106 23:51:22.194484 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.194486 22079 net.cpp:165] Memory required for data: 221978636
I1106 23:51:22.194490 22079 layer_factory.hpp:77] Creating layer res4b6_branch2b_relu
I1106 23:51:22.194495 22079 net.cpp:100] Creating Layer res4b6_branch2b_relu
I1106 23:51:22.194499 22079 net.cpp:444] res4b6_branch2b_relu <- res4b6_branch2b
I1106 23:51:22.194504 22079 net.cpp:405] res4b6_branch2b_relu -> res4b6_branch2b (in-place)
I1106 23:51:22.194672 22079 net.cpp:150] Setting up res4b6_branch2b_relu
I1106 23:51:22.194680 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.194684 22079 net.cpp:165] Memory required for data: 222179340
I1106 23:51:22.194685 22079 layer_factory.hpp:77] Creating layer res4b6_branch2c
I1106 23:51:22.194694 22079 net.cpp:100] Creating Layer res4b6_branch2c
I1106 23:51:22.194699 22079 net.cpp:444] res4b6_branch2c <- res4b6_branch2b
I1106 23:51:22.194702 22079 net.cpp:418] res4b6_branch2c -> res4b6_branch2c
I1106 23:51:22.197347 22079 net.cpp:150] Setting up res4b6_branch2c
I1106 23:51:22.197360 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.197362 22079 net.cpp:165] Memory required for data: 222982156
I1106 23:51:22.197367 22079 layer_factory.hpp:77] Creating layer bn4b6_branch2c
I1106 23:51:22.197374 22079 net.cpp:100] Creating Layer bn4b6_branch2c
I1106 23:51:22.197377 22079 net.cpp:444] bn4b6_branch2c <- res4b6_branch2c
I1106 23:51:22.197382 22079 net.cpp:405] bn4b6_branch2c -> res4b6_branch2c (in-place)
I1106 23:51:22.197715 22079 net.cpp:150] Setting up bn4b6_branch2c
I1106 23:51:22.197722 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.197724 22079 net.cpp:165] Memory required for data: 223784972
I1106 23:51:22.197747 22079 layer_factory.hpp:77] Creating layer scale4b6_branch2c
I1106 23:51:22.197754 22079 net.cpp:100] Creating Layer scale4b6_branch2c
I1106 23:51:22.197757 22079 net.cpp:444] scale4b6_branch2c <- res4b6_branch2c
I1106 23:51:22.197760 22079 net.cpp:405] scale4b6_branch2c -> res4b6_branch2c (in-place)
I1106 23:51:22.197818 22079 layer_factory.hpp:77] Creating layer scale4b6_branch2c
I1106 23:51:22.197993 22079 net.cpp:150] Setting up scale4b6_branch2c
I1106 23:51:22.198000 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.198002 22079 net.cpp:165] Memory required for data: 224587788
I1106 23:51:22.198007 22079 layer_factory.hpp:77] Creating layer res4b6
I1106 23:51:22.198011 22079 net.cpp:100] Creating Layer res4b6
I1106 23:51:22.198015 22079 net.cpp:444] res4b6 <- res4b5_res4b5_relu_0_split_1
I1106 23:51:22.198019 22079 net.cpp:444] res4b6 <- res4b6_branch2c
I1106 23:51:22.198022 22079 net.cpp:418] res4b6 -> res4b6
I1106 23:51:22.198060 22079 net.cpp:150] Setting up res4b6
I1106 23:51:22.198065 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.198067 22079 net.cpp:165] Memory required for data: 225390604
I1106 23:51:22.198071 22079 layer_factory.hpp:77] Creating layer res4b6_relu
I1106 23:51:22.198074 22079 net.cpp:100] Creating Layer res4b6_relu
I1106 23:51:22.198077 22079 net.cpp:444] res4b6_relu <- res4b6
I1106 23:51:22.198083 22079 net.cpp:405] res4b6_relu -> res4b6 (in-place)
I1106 23:51:22.198246 22079 net.cpp:150] Setting up res4b6_relu
I1106 23:51:22.198253 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.198256 22079 net.cpp:165] Memory required for data: 226193420
I1106 23:51:22.198257 22079 layer_factory.hpp:77] Creating layer res4b6_res4b6_relu_0_split
I1106 23:51:22.198262 22079 net.cpp:100] Creating Layer res4b6_res4b6_relu_0_split
I1106 23:51:22.198266 22079 net.cpp:444] res4b6_res4b6_relu_0_split <- res4b6
I1106 23:51:22.198271 22079 net.cpp:418] res4b6_res4b6_relu_0_split -> res4b6_res4b6_relu_0_split_0
I1106 23:51:22.198277 22079 net.cpp:418] res4b6_res4b6_relu_0_split -> res4b6_res4b6_relu_0_split_1
I1106 23:51:22.198339 22079 net.cpp:150] Setting up res4b6_res4b6_relu_0_split
I1106 23:51:22.198345 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.198348 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.198350 22079 net.cpp:165] Memory required for data: 227799052
I1106 23:51:22.198353 22079 layer_factory.hpp:77] Creating layer res4b7_branch2a
I1106 23:51:22.198360 22079 net.cpp:100] Creating Layer res4b7_branch2a
I1106 23:51:22.198364 22079 net.cpp:444] res4b7_branch2a <- res4b6_res4b6_relu_0_split_0
I1106 23:51:22.198369 22079 net.cpp:418] res4b7_branch2a -> res4b7_branch2a
I1106 23:51:22.200109 22079 net.cpp:150] Setting up res4b7_branch2a
I1106 23:51:22.200121 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.200124 22079 net.cpp:165] Memory required for data: 227999756
I1106 23:51:22.200129 22079 layer_factory.hpp:77] Creating layer bn4b7_branch2a
I1106 23:51:22.200134 22079 net.cpp:100] Creating Layer bn4b7_branch2a
I1106 23:51:22.200137 22079 net.cpp:444] bn4b7_branch2a <- res4b7_branch2a
I1106 23:51:22.200142 22079 net.cpp:405] bn4b7_branch2a -> res4b7_branch2a (in-place)
I1106 23:51:22.200465 22079 net.cpp:150] Setting up bn4b7_branch2a
I1106 23:51:22.200471 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.200474 22079 net.cpp:165] Memory required for data: 228200460
I1106 23:51:22.200496 22079 layer_factory.hpp:77] Creating layer scale4b7_branch2a
I1106 23:51:22.200506 22079 net.cpp:100] Creating Layer scale4b7_branch2a
I1106 23:51:22.200510 22079 net.cpp:444] scale4b7_branch2a <- res4b7_branch2a
I1106 23:51:22.200515 22079 net.cpp:405] scale4b7_branch2a -> res4b7_branch2a (in-place)
I1106 23:51:22.200574 22079 layer_factory.hpp:77] Creating layer scale4b7_branch2a
I1106 23:51:22.200736 22079 net.cpp:150] Setting up scale4b7_branch2a
I1106 23:51:22.200742 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.200744 22079 net.cpp:165] Memory required for data: 228401164
I1106 23:51:22.200749 22079 layer_factory.hpp:77] Creating layer res4b7_branch2a_relu
I1106 23:51:22.200753 22079 net.cpp:100] Creating Layer res4b7_branch2a_relu
I1106 23:51:22.200757 22079 net.cpp:444] res4b7_branch2a_relu <- res4b7_branch2a
I1106 23:51:22.200762 22079 net.cpp:405] res4b7_branch2a_relu -> res4b7_branch2a (in-place)
I1106 23:51:22.200927 22079 net.cpp:150] Setting up res4b7_branch2a_relu
I1106 23:51:22.200934 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.200937 22079 net.cpp:165] Memory required for data: 228601868
I1106 23:51:22.200939 22079 layer_factory.hpp:77] Creating layer res4b7_branch2b
I1106 23:51:22.200947 22079 net.cpp:100] Creating Layer res4b7_branch2b
I1106 23:51:22.200951 22079 net.cpp:444] res4b7_branch2b <- res4b7_branch2a
I1106 23:51:22.200956 22079 net.cpp:418] res4b7_branch2b -> res4b7_branch2b
I1106 23:51:22.204197 22079 net.cpp:150] Setting up res4b7_branch2b
I1106 23:51:22.204211 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.204213 22079 net.cpp:165] Memory required for data: 228802572
I1106 23:51:22.204218 22079 layer_factory.hpp:77] Creating layer bn4b7_branch2b
I1106 23:51:22.204226 22079 net.cpp:100] Creating Layer bn4b7_branch2b
I1106 23:51:22.204229 22079 net.cpp:444] bn4b7_branch2b <- res4b7_branch2b
I1106 23:51:22.204233 22079 net.cpp:405] bn4b7_branch2b -> res4b7_branch2b (in-place)
I1106 23:51:22.204568 22079 net.cpp:150] Setting up bn4b7_branch2b
I1106 23:51:22.204576 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.204577 22079 net.cpp:165] Memory required for data: 229003276
I1106 23:51:22.204601 22079 layer_factory.hpp:77] Creating layer scale4b7_branch2b
I1106 23:51:22.204607 22079 net.cpp:100] Creating Layer scale4b7_branch2b
I1106 23:51:22.204610 22079 net.cpp:444] scale4b7_branch2b <- res4b7_branch2b
I1106 23:51:22.204613 22079 net.cpp:405] scale4b7_branch2b -> res4b7_branch2b (in-place)
I1106 23:51:22.204674 22079 layer_factory.hpp:77] Creating layer scale4b7_branch2b
I1106 23:51:22.204838 22079 net.cpp:150] Setting up scale4b7_branch2b
I1106 23:51:22.204845 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.204848 22079 net.cpp:165] Memory required for data: 229203980
I1106 23:51:22.204852 22079 layer_factory.hpp:77] Creating layer res4b7_branch2b_relu
I1106 23:51:22.204859 22079 net.cpp:100] Creating Layer res4b7_branch2b_relu
I1106 23:51:22.204862 22079 net.cpp:444] res4b7_branch2b_relu <- res4b7_branch2b
I1106 23:51:22.204865 22079 net.cpp:405] res4b7_branch2b_relu -> res4b7_branch2b (in-place)
I1106 23:51:22.205035 22079 net.cpp:150] Setting up res4b7_branch2b_relu
I1106 23:51:22.205044 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.205045 22079 net.cpp:165] Memory required for data: 229404684
I1106 23:51:22.205049 22079 layer_factory.hpp:77] Creating layer res4b7_branch2c
I1106 23:51:22.205055 22079 net.cpp:100] Creating Layer res4b7_branch2c
I1106 23:51:22.205060 22079 net.cpp:444] res4b7_branch2c <- res4b7_branch2b
I1106 23:51:22.205065 22079 net.cpp:418] res4b7_branch2c -> res4b7_branch2c
I1106 23:51:22.207731 22079 net.cpp:150] Setting up res4b7_branch2c
I1106 23:51:22.207743 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.207746 22079 net.cpp:165] Memory required for data: 230207500
I1106 23:51:22.207768 22079 layer_factory.hpp:77] Creating layer bn4b7_branch2c
I1106 23:51:22.207777 22079 net.cpp:100] Creating Layer bn4b7_branch2c
I1106 23:51:22.207779 22079 net.cpp:444] bn4b7_branch2c <- res4b7_branch2c
I1106 23:51:22.207784 22079 net.cpp:405] bn4b7_branch2c -> res4b7_branch2c (in-place)
I1106 23:51:22.208142 22079 net.cpp:150] Setting up bn4b7_branch2c
I1106 23:51:22.208148 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.208149 22079 net.cpp:165] Memory required for data: 231010316
I1106 23:51:22.208173 22079 layer_factory.hpp:77] Creating layer scale4b7_branch2c
I1106 23:51:22.208180 22079 net.cpp:100] Creating Layer scale4b7_branch2c
I1106 23:51:22.208184 22079 net.cpp:444] scale4b7_branch2c <- res4b7_branch2c
I1106 23:51:22.208186 22079 net.cpp:405] scale4b7_branch2c -> res4b7_branch2c (in-place)
I1106 23:51:22.208245 22079 layer_factory.hpp:77] Creating layer scale4b7_branch2c
I1106 23:51:22.208425 22079 net.cpp:150] Setting up scale4b7_branch2c
I1106 23:51:22.208431 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.208433 22079 net.cpp:165] Memory required for data: 231813132
I1106 23:51:22.208438 22079 layer_factory.hpp:77] Creating layer res4b7
I1106 23:51:22.208442 22079 net.cpp:100] Creating Layer res4b7
I1106 23:51:22.208446 22079 net.cpp:444] res4b7 <- res4b6_res4b6_relu_0_split_1
I1106 23:51:22.208449 22079 net.cpp:444] res4b7 <- res4b7_branch2c
I1106 23:51:22.208453 22079 net.cpp:418] res4b7 -> res4b7
I1106 23:51:22.208489 22079 net.cpp:150] Setting up res4b7
I1106 23:51:22.208495 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.208498 22079 net.cpp:165] Memory required for data: 232615948
I1106 23:51:22.208499 22079 layer_factory.hpp:77] Creating layer res4b7_relu
I1106 23:51:22.208504 22079 net.cpp:100] Creating Layer res4b7_relu
I1106 23:51:22.208506 22079 net.cpp:444] res4b7_relu <- res4b7
I1106 23:51:22.208509 22079 net.cpp:405] res4b7_relu -> res4b7 (in-place)
I1106 23:51:22.209020 22079 net.cpp:150] Setting up res4b7_relu
I1106 23:51:22.209031 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.209033 22079 net.cpp:165] Memory required for data: 233418764
I1106 23:51:22.209053 22079 layer_factory.hpp:77] Creating layer res4b7_res4b7_relu_0_split
I1106 23:51:22.209062 22079 net.cpp:100] Creating Layer res4b7_res4b7_relu_0_split
I1106 23:51:22.209064 22079 net.cpp:444] res4b7_res4b7_relu_0_split <- res4b7
I1106 23:51:22.209069 22079 net.cpp:418] res4b7_res4b7_relu_0_split -> res4b7_res4b7_relu_0_split_0
I1106 23:51:22.209074 22079 net.cpp:418] res4b7_res4b7_relu_0_split -> res4b7_res4b7_relu_0_split_1
I1106 23:51:22.209141 22079 net.cpp:150] Setting up res4b7_res4b7_relu_0_split
I1106 23:51:22.209147 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.209151 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.209152 22079 net.cpp:165] Memory required for data: 235024396
I1106 23:51:22.209156 22079 layer_factory.hpp:77] Creating layer res4b8_branch2a
I1106 23:51:22.209162 22079 net.cpp:100] Creating Layer res4b8_branch2a
I1106 23:51:22.209167 22079 net.cpp:444] res4b8_branch2a <- res4b7_res4b7_relu_0_split_0
I1106 23:51:22.209172 22079 net.cpp:418] res4b8_branch2a -> res4b8_branch2a
I1106 23:51:22.210078 22079 net.cpp:150] Setting up res4b8_branch2a
I1106 23:51:22.210088 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.210089 22079 net.cpp:165] Memory required for data: 235225100
I1106 23:51:22.210111 22079 layer_factory.hpp:77] Creating layer bn4b8_branch2a
I1106 23:51:22.210119 22079 net.cpp:100] Creating Layer bn4b8_branch2a
I1106 23:51:22.210121 22079 net.cpp:444] bn4b8_branch2a <- res4b8_branch2a
I1106 23:51:22.210127 22079 net.cpp:405] bn4b8_branch2a -> res4b8_branch2a (in-place)
I1106 23:51:22.210438 22079 net.cpp:150] Setting up bn4b8_branch2a
I1106 23:51:22.210443 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.210445 22079 net.cpp:165] Memory required for data: 235425804
I1106 23:51:22.210469 22079 layer_factory.hpp:77] Creating layer scale4b8_branch2a
I1106 23:51:22.210476 22079 net.cpp:100] Creating Layer scale4b8_branch2a
I1106 23:51:22.210479 22079 net.cpp:444] scale4b8_branch2a <- res4b8_branch2a
I1106 23:51:22.210482 22079 net.cpp:405] scale4b8_branch2a -> res4b8_branch2a (in-place)
I1106 23:51:22.210541 22079 layer_factory.hpp:77] Creating layer scale4b8_branch2a
I1106 23:51:22.210702 22079 net.cpp:150] Setting up scale4b8_branch2a
I1106 23:51:22.210708 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.210711 22079 net.cpp:165] Memory required for data: 235626508
I1106 23:51:22.210716 22079 layer_factory.hpp:77] Creating layer res4b8_branch2a_relu
I1106 23:51:22.210721 22079 net.cpp:100] Creating Layer res4b8_branch2a_relu
I1106 23:51:22.210724 22079 net.cpp:444] res4b8_branch2a_relu <- res4b8_branch2a
I1106 23:51:22.210731 22079 net.cpp:405] res4b8_branch2a_relu -> res4b8_branch2a (in-place)
I1106 23:51:22.211293 22079 net.cpp:150] Setting up res4b8_branch2a_relu
I1106 23:51:22.211305 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.211308 22079 net.cpp:165] Memory required for data: 235827212
I1106 23:51:22.211328 22079 layer_factory.hpp:77] Creating layer res4b8_branch2b
I1106 23:51:22.211338 22079 net.cpp:100] Creating Layer res4b8_branch2b
I1106 23:51:22.211341 22079 net.cpp:444] res4b8_branch2b <- res4b8_branch2a
I1106 23:51:22.211345 22079 net.cpp:418] res4b8_branch2b -> res4b8_branch2b
I1106 23:51:22.214668 22079 net.cpp:150] Setting up res4b8_branch2b
I1106 23:51:22.214679 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.214682 22079 net.cpp:165] Memory required for data: 236027916
I1106 23:51:22.214687 22079 layer_factory.hpp:77] Creating layer bn4b8_branch2b
I1106 23:51:22.214694 22079 net.cpp:100] Creating Layer bn4b8_branch2b
I1106 23:51:22.214697 22079 net.cpp:444] bn4b8_branch2b <- res4b8_branch2b
I1106 23:51:22.214702 22079 net.cpp:405] bn4b8_branch2b -> res4b8_branch2b (in-place)
I1106 23:51:22.215042 22079 net.cpp:150] Setting up bn4b8_branch2b
I1106 23:51:22.215072 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.215075 22079 net.cpp:165] Memory required for data: 236228620
I1106 23:51:22.215098 22079 layer_factory.hpp:77] Creating layer scale4b8_branch2b
I1106 23:51:22.215107 22079 net.cpp:100] Creating Layer scale4b8_branch2b
I1106 23:51:22.215111 22079 net.cpp:444] scale4b8_branch2b <- res4b8_branch2b
I1106 23:51:22.215114 22079 net.cpp:405] scale4b8_branch2b -> res4b8_branch2b (in-place)
I1106 23:51:22.215178 22079 layer_factory.hpp:77] Creating layer scale4b8_branch2b
I1106 23:51:22.215353 22079 net.cpp:150] Setting up scale4b8_branch2b
I1106 23:51:22.215359 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.215361 22079 net.cpp:165] Memory required for data: 236429324
I1106 23:51:22.215366 22079 layer_factory.hpp:77] Creating layer res4b8_branch2b_relu
I1106 23:51:22.215373 22079 net.cpp:100] Creating Layer res4b8_branch2b_relu
I1106 23:51:22.215376 22079 net.cpp:444] res4b8_branch2b_relu <- res4b8_branch2b
I1106 23:51:22.215381 22079 net.cpp:405] res4b8_branch2b_relu -> res4b8_branch2b (in-place)
I1106 23:51:22.215569 22079 net.cpp:150] Setting up res4b8_branch2b_relu
I1106 23:51:22.215576 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.215579 22079 net.cpp:165] Memory required for data: 236630028
I1106 23:51:22.215581 22079 layer_factory.hpp:77] Creating layer res4b8_branch2c
I1106 23:51:22.215590 22079 net.cpp:100] Creating Layer res4b8_branch2c
I1106 23:51:22.215593 22079 net.cpp:444] res4b8_branch2c <- res4b8_branch2b
I1106 23:51:22.215597 22079 net.cpp:418] res4b8_branch2c -> res4b8_branch2c
I1106 23:51:22.218355 22079 net.cpp:150] Setting up res4b8_branch2c
I1106 23:51:22.218369 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.218370 22079 net.cpp:165] Memory required for data: 237432844
I1106 23:51:22.218394 22079 layer_factory.hpp:77] Creating layer bn4b8_branch2c
I1106 23:51:22.218401 22079 net.cpp:100] Creating Layer bn4b8_branch2c
I1106 23:51:22.218405 22079 net.cpp:444] bn4b8_branch2c <- res4b8_branch2c
I1106 23:51:22.218410 22079 net.cpp:405] bn4b8_branch2c -> res4b8_branch2c (in-place)
I1106 23:51:22.218785 22079 net.cpp:150] Setting up bn4b8_branch2c
I1106 23:51:22.218791 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.218792 22079 net.cpp:165] Memory required for data: 238235660
I1106 23:51:22.218816 22079 layer_factory.hpp:77] Creating layer scale4b8_branch2c
I1106 23:51:22.218825 22079 net.cpp:100] Creating Layer scale4b8_branch2c
I1106 23:51:22.218828 22079 net.cpp:444] scale4b8_branch2c <- res4b8_branch2c
I1106 23:51:22.218833 22079 net.cpp:405] scale4b8_branch2c -> res4b8_branch2c (in-place)
I1106 23:51:22.218891 22079 layer_factory.hpp:77] Creating layer scale4b8_branch2c
I1106 23:51:22.219095 22079 net.cpp:150] Setting up scale4b8_branch2c
I1106 23:51:22.219102 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.219105 22079 net.cpp:165] Memory required for data: 239038476
I1106 23:51:22.219110 22079 layer_factory.hpp:77] Creating layer res4b8
I1106 23:51:22.219116 22079 net.cpp:100] Creating Layer res4b8
I1106 23:51:22.219120 22079 net.cpp:444] res4b8 <- res4b7_res4b7_relu_0_split_1
I1106 23:51:22.219123 22079 net.cpp:444] res4b8 <- res4b8_branch2c
I1106 23:51:22.219127 22079 net.cpp:418] res4b8 -> res4b8
I1106 23:51:22.219164 22079 net.cpp:150] Setting up res4b8
I1106 23:51:22.219171 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.219173 22079 net.cpp:165] Memory required for data: 239841292
I1106 23:51:22.219175 22079 layer_factory.hpp:77] Creating layer res4b8_relu
I1106 23:51:22.219182 22079 net.cpp:100] Creating Layer res4b8_relu
I1106 23:51:22.219185 22079 net.cpp:444] res4b8_relu <- res4b8
I1106 23:51:22.219190 22079 net.cpp:405] res4b8_relu -> res4b8 (in-place)
I1106 23:51:22.219377 22079 net.cpp:150] Setting up res4b8_relu
I1106 23:51:22.219384 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.219388 22079 net.cpp:165] Memory required for data: 240644108
I1106 23:51:22.219389 22079 layer_factory.hpp:77] Creating layer res4b8_res4b8_relu_0_split
I1106 23:51:22.219394 22079 net.cpp:100] Creating Layer res4b8_res4b8_relu_0_split
I1106 23:51:22.219398 22079 net.cpp:444] res4b8_res4b8_relu_0_split <- res4b8
I1106 23:51:22.219403 22079 net.cpp:418] res4b8_res4b8_relu_0_split -> res4b8_res4b8_relu_0_split_0
I1106 23:51:22.219408 22079 net.cpp:418] res4b8_res4b8_relu_0_split -> res4b8_res4b8_relu_0_split_1
I1106 23:51:22.219487 22079 net.cpp:150] Setting up res4b8_res4b8_relu_0_split
I1106 23:51:22.219493 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.219496 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.219498 22079 net.cpp:165] Memory required for data: 242249740
I1106 23:51:22.219501 22079 layer_factory.hpp:77] Creating layer res4b9_branch2a
I1106 23:51:22.219508 22079 net.cpp:100] Creating Layer res4b9_branch2a
I1106 23:51:22.219512 22079 net.cpp:444] res4b9_branch2a <- res4b8_res4b8_relu_0_split_0
I1106 23:51:22.219516 22079 net.cpp:418] res4b9_branch2a -> res4b9_branch2a
I1106 23:51:22.220774 22079 net.cpp:150] Setting up res4b9_branch2a
I1106 23:51:22.220787 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.220788 22079 net.cpp:165] Memory required for data: 242450444
I1106 23:51:22.220810 22079 layer_factory.hpp:77] Creating layer bn4b9_branch2a
I1106 23:51:22.220819 22079 net.cpp:100] Creating Layer bn4b9_branch2a
I1106 23:51:22.220821 22079 net.cpp:444] bn4b9_branch2a <- res4b9_branch2a
I1106 23:51:22.220825 22079 net.cpp:405] bn4b9_branch2a -> res4b9_branch2a (in-place)
I1106 23:51:22.221143 22079 net.cpp:150] Setting up bn4b9_branch2a
I1106 23:51:22.221149 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.221150 22079 net.cpp:165] Memory required for data: 242651148
I1106 23:51:22.221174 22079 layer_factory.hpp:77] Creating layer scale4b9_branch2a
I1106 23:51:22.221181 22079 net.cpp:100] Creating Layer scale4b9_branch2a
I1106 23:51:22.221184 22079 net.cpp:444] scale4b9_branch2a <- res4b9_branch2a
I1106 23:51:22.221189 22079 net.cpp:405] scale4b9_branch2a -> res4b9_branch2a (in-place)
I1106 23:51:22.221247 22079 layer_factory.hpp:77] Creating layer scale4b9_branch2a
I1106 23:51:22.221411 22079 net.cpp:150] Setting up scale4b9_branch2a
I1106 23:51:22.221417 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.221420 22079 net.cpp:165] Memory required for data: 242851852
I1106 23:51:22.221424 22079 layer_factory.hpp:77] Creating layer res4b9_branch2a_relu
I1106 23:51:22.221429 22079 net.cpp:100] Creating Layer res4b9_branch2a_relu
I1106 23:51:22.221432 22079 net.cpp:444] res4b9_branch2a_relu <- res4b9_branch2a
I1106 23:51:22.221438 22079 net.cpp:405] res4b9_branch2a_relu -> res4b9_branch2a (in-place)
I1106 23:51:22.221598 22079 net.cpp:150] Setting up res4b9_branch2a_relu
I1106 23:51:22.221606 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.221608 22079 net.cpp:165] Memory required for data: 243052556
I1106 23:51:22.221611 22079 layer_factory.hpp:77] Creating layer res4b9_branch2b
I1106 23:51:22.221619 22079 net.cpp:100] Creating Layer res4b9_branch2b
I1106 23:51:22.221623 22079 net.cpp:444] res4b9_branch2b <- res4b9_branch2a
I1106 23:51:22.221628 22079 net.cpp:418] res4b9_branch2b -> res4b9_branch2b
I1106 23:51:22.224896 22079 net.cpp:150] Setting up res4b9_branch2b
I1106 23:51:22.224907 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.224910 22079 net.cpp:165] Memory required for data: 243253260
I1106 23:51:22.224915 22079 layer_factory.hpp:77] Creating layer bn4b9_branch2b
I1106 23:51:22.224923 22079 net.cpp:100] Creating Layer bn4b9_branch2b
I1106 23:51:22.224925 22079 net.cpp:444] bn4b9_branch2b <- res4b9_branch2b
I1106 23:51:22.224930 22079 net.cpp:405] bn4b9_branch2b -> res4b9_branch2b (in-place)
I1106 23:51:22.225273 22079 net.cpp:150] Setting up bn4b9_branch2b
I1106 23:51:22.225281 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.225283 22079 net.cpp:165] Memory required for data: 243453964
I1106 23:51:22.225306 22079 layer_factory.hpp:77] Creating layer scale4b9_branch2b
I1106 23:51:22.225312 22079 net.cpp:100] Creating Layer scale4b9_branch2b
I1106 23:51:22.225316 22079 net.cpp:444] scale4b9_branch2b <- res4b9_branch2b
I1106 23:51:22.225320 22079 net.cpp:405] scale4b9_branch2b -> res4b9_branch2b (in-place)
I1106 23:51:22.225381 22079 layer_factory.hpp:77] Creating layer scale4b9_branch2b
I1106 23:51:22.225548 22079 net.cpp:150] Setting up scale4b9_branch2b
I1106 23:51:22.225554 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.225556 22079 net.cpp:165] Memory required for data: 243654668
I1106 23:51:22.225561 22079 layer_factory.hpp:77] Creating layer res4b9_branch2b_relu
I1106 23:51:22.225565 22079 net.cpp:100] Creating Layer res4b9_branch2b_relu
I1106 23:51:22.225569 22079 net.cpp:444] res4b9_branch2b_relu <- res4b9_branch2b
I1106 23:51:22.225572 22079 net.cpp:405] res4b9_branch2b_relu -> res4b9_branch2b (in-place)
I1106 23:51:22.225740 22079 net.cpp:150] Setting up res4b9_branch2b_relu
I1106 23:51:22.225750 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.225754 22079 net.cpp:165] Memory required for data: 243855372
I1106 23:51:22.225756 22079 layer_factory.hpp:77] Creating layer res4b9_branch2c
I1106 23:51:22.225762 22079 net.cpp:100] Creating Layer res4b9_branch2c
I1106 23:51:22.225766 22079 net.cpp:444] res4b9_branch2c <- res4b9_branch2b
I1106 23:51:22.225772 22079 net.cpp:418] res4b9_branch2c -> res4b9_branch2c
I1106 23:51:22.228401 22079 net.cpp:150] Setting up res4b9_branch2c
I1106 23:51:22.228413 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.228415 22079 net.cpp:165] Memory required for data: 244658188
I1106 23:51:22.228420 22079 layer_factory.hpp:77] Creating layer bn4b9_branch2c
I1106 23:51:22.228427 22079 net.cpp:100] Creating Layer bn4b9_branch2c
I1106 23:51:22.228432 22079 net.cpp:444] bn4b9_branch2c <- res4b9_branch2c
I1106 23:51:22.228435 22079 net.cpp:405] bn4b9_branch2c -> res4b9_branch2c (in-place)
I1106 23:51:22.228780 22079 net.cpp:150] Setting up bn4b9_branch2c
I1106 23:51:22.228787 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.228790 22079 net.cpp:165] Memory required for data: 245461004
I1106 23:51:22.228812 22079 layer_factory.hpp:77] Creating layer scale4b9_branch2c
I1106 23:51:22.228821 22079 net.cpp:100] Creating Layer scale4b9_branch2c
I1106 23:51:22.228823 22079 net.cpp:444] scale4b9_branch2c <- res4b9_branch2c
I1106 23:51:22.228827 22079 net.cpp:405] scale4b9_branch2c -> res4b9_branch2c (in-place)
I1106 23:51:22.228888 22079 layer_factory.hpp:77] Creating layer scale4b9_branch2c
I1106 23:51:22.229071 22079 net.cpp:150] Setting up scale4b9_branch2c
I1106 23:51:22.229077 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.229079 22079 net.cpp:165] Memory required for data: 246263820
I1106 23:51:22.229084 22079 layer_factory.hpp:77] Creating layer res4b9
I1106 23:51:22.229089 22079 net.cpp:100] Creating Layer res4b9
I1106 23:51:22.229092 22079 net.cpp:444] res4b9 <- res4b8_res4b8_relu_0_split_1
I1106 23:51:22.229096 22079 net.cpp:444] res4b9 <- res4b9_branch2c
I1106 23:51:22.229100 22079 net.cpp:418] res4b9 -> res4b9
I1106 23:51:22.229136 22079 net.cpp:150] Setting up res4b9
I1106 23:51:22.229142 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.229145 22079 net.cpp:165] Memory required for data: 247066636
I1106 23:51:22.229147 22079 layer_factory.hpp:77] Creating layer res4b9_relu
I1106 23:51:22.229152 22079 net.cpp:100] Creating Layer res4b9_relu
I1106 23:51:22.229154 22079 net.cpp:444] res4b9_relu <- res4b9
I1106 23:51:22.229158 22079 net.cpp:405] res4b9_relu -> res4b9 (in-place)
I1106 23:51:22.229684 22079 net.cpp:150] Setting up res4b9_relu
I1106 23:51:22.229694 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.229697 22079 net.cpp:165] Memory required for data: 247869452
I1106 23:51:22.229717 22079 layer_factory.hpp:77] Creating layer res4b9_res4b9_relu_0_split
I1106 23:51:22.229723 22079 net.cpp:100] Creating Layer res4b9_res4b9_relu_0_split
I1106 23:51:22.229727 22079 net.cpp:444] res4b9_res4b9_relu_0_split <- res4b9
I1106 23:51:22.229730 22079 net.cpp:418] res4b9_res4b9_relu_0_split -> res4b9_res4b9_relu_0_split_0
I1106 23:51:22.229737 22079 net.cpp:418] res4b9_res4b9_relu_0_split -> res4b9_res4b9_relu_0_split_1
I1106 23:51:22.229804 22079 net.cpp:150] Setting up res4b9_res4b9_relu_0_split
I1106 23:51:22.229810 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.229813 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.229815 22079 net.cpp:165] Memory required for data: 249475084
I1106 23:51:22.229818 22079 layer_factory.hpp:77] Creating layer res4b10_branch2a
I1106 23:51:22.229826 22079 net.cpp:100] Creating Layer res4b10_branch2a
I1106 23:51:22.229830 22079 net.cpp:444] res4b10_branch2a <- res4b9_res4b9_relu_0_split_0
I1106 23:51:22.229836 22079 net.cpp:418] res4b10_branch2a -> res4b10_branch2a
I1106 23:51:22.230767 22079 net.cpp:150] Setting up res4b10_branch2a
I1106 23:51:22.230777 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.230778 22079 net.cpp:165] Memory required for data: 249675788
I1106 23:51:22.230800 22079 layer_factory.hpp:77] Creating layer bn4b10_branch2a
I1106 23:51:22.230808 22079 net.cpp:100] Creating Layer bn4b10_branch2a
I1106 23:51:22.230810 22079 net.cpp:444] bn4b10_branch2a <- res4b10_branch2a
I1106 23:51:22.230815 22079 net.cpp:405] bn4b10_branch2a -> res4b10_branch2a (in-place)
I1106 23:51:22.231204 22079 net.cpp:150] Setting up bn4b10_branch2a
I1106 23:51:22.231210 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.231227 22079 net.cpp:165] Memory required for data: 249876492
I1106 23:51:22.231233 22079 layer_factory.hpp:77] Creating layer scale4b10_branch2a
I1106 23:51:22.231264 22079 net.cpp:100] Creating Layer scale4b10_branch2a
I1106 23:51:22.231267 22079 net.cpp:444] scale4b10_branch2a <- res4b10_branch2a
I1106 23:51:22.231271 22079 net.cpp:405] scale4b10_branch2a -> res4b10_branch2a (in-place)
I1106 23:51:22.231351 22079 layer_factory.hpp:77] Creating layer scale4b10_branch2a
I1106 23:51:22.231537 22079 net.cpp:150] Setting up scale4b10_branch2a
I1106 23:51:22.231544 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.231545 22079 net.cpp:165] Memory required for data: 250077196
I1106 23:51:22.231550 22079 layer_factory.hpp:77] Creating layer res4b10_branch2a_relu
I1106 23:51:22.231554 22079 net.cpp:100] Creating Layer res4b10_branch2a_relu
I1106 23:51:22.231557 22079 net.cpp:444] res4b10_branch2a_relu <- res4b10_branch2a
I1106 23:51:22.231562 22079 net.cpp:405] res4b10_branch2a_relu -> res4b10_branch2a (in-place)
I1106 23:51:22.232090 22079 net.cpp:150] Setting up res4b10_branch2a_relu
I1106 23:51:22.232101 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.232105 22079 net.cpp:165] Memory required for data: 250277900
I1106 23:51:22.232125 22079 layer_factory.hpp:77] Creating layer res4b10_branch2b
I1106 23:51:22.232133 22079 net.cpp:100] Creating Layer res4b10_branch2b
I1106 23:51:22.232136 22079 net.cpp:444] res4b10_branch2b <- res4b10_branch2a
I1106 23:51:22.232141 22079 net.cpp:418] res4b10_branch2b -> res4b10_branch2b
I1106 23:51:22.235507 22079 net.cpp:150] Setting up res4b10_branch2b
I1106 23:51:22.235519 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.235522 22079 net.cpp:165] Memory required for data: 250478604
I1106 23:51:22.235527 22079 layer_factory.hpp:77] Creating layer bn4b10_branch2b
I1106 23:51:22.235534 22079 net.cpp:100] Creating Layer bn4b10_branch2b
I1106 23:51:22.235538 22079 net.cpp:444] bn4b10_branch2b <- res4b10_branch2b
I1106 23:51:22.235541 22079 net.cpp:405] bn4b10_branch2b -> res4b10_branch2b (in-place)
I1106 23:51:22.235896 22079 net.cpp:150] Setting up bn4b10_branch2b
I1106 23:51:22.235903 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.235904 22079 net.cpp:165] Memory required for data: 250679308
I1106 23:51:22.235929 22079 layer_factory.hpp:77] Creating layer scale4b10_branch2b
I1106 23:51:22.235934 22079 net.cpp:100] Creating Layer scale4b10_branch2b
I1106 23:51:22.235936 22079 net.cpp:444] scale4b10_branch2b <- res4b10_branch2b
I1106 23:51:22.235941 22079 net.cpp:405] scale4b10_branch2b -> res4b10_branch2b (in-place)
I1106 23:51:22.236007 22079 layer_factory.hpp:77] Creating layer scale4b10_branch2b
I1106 23:51:22.236181 22079 net.cpp:150] Setting up scale4b10_branch2b
I1106 23:51:22.236187 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.236189 22079 net.cpp:165] Memory required for data: 250880012
I1106 23:51:22.236194 22079 layer_factory.hpp:77] Creating layer res4b10_branch2b_relu
I1106 23:51:22.236198 22079 net.cpp:100] Creating Layer res4b10_branch2b_relu
I1106 23:51:22.236207 22079 net.cpp:444] res4b10_branch2b_relu <- res4b10_branch2b
I1106 23:51:22.236210 22079 net.cpp:405] res4b10_branch2b_relu -> res4b10_branch2b (in-place)
I1106 23:51:22.236384 22079 net.cpp:150] Setting up res4b10_branch2b_relu
I1106 23:51:22.236392 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.236395 22079 net.cpp:165] Memory required for data: 251080716
I1106 23:51:22.236397 22079 layer_factory.hpp:77] Creating layer res4b10_branch2c
I1106 23:51:22.236407 22079 net.cpp:100] Creating Layer res4b10_branch2c
I1106 23:51:22.236410 22079 net.cpp:444] res4b10_branch2c <- res4b10_branch2b
I1106 23:51:22.236415 22079 net.cpp:418] res4b10_branch2c -> res4b10_branch2c
I1106 23:51:22.239044 22079 net.cpp:150] Setting up res4b10_branch2c
I1106 23:51:22.239063 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.239064 22079 net.cpp:165] Memory required for data: 251883532
I1106 23:51:22.239069 22079 layer_factory.hpp:77] Creating layer bn4b10_branch2c
I1106 23:51:22.239099 22079 net.cpp:100] Creating Layer bn4b10_branch2c
I1106 23:51:22.239104 22079 net.cpp:444] bn4b10_branch2c <- res4b10_branch2c
I1106 23:51:22.239107 22079 net.cpp:405] bn4b10_branch2c -> res4b10_branch2c (in-place)
I1106 23:51:22.239487 22079 net.cpp:150] Setting up bn4b10_branch2c
I1106 23:51:22.239495 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.239496 22079 net.cpp:165] Memory required for data: 252686348
I1106 23:51:22.239519 22079 layer_factory.hpp:77] Creating layer scale4b10_branch2c
I1106 23:51:22.239524 22079 net.cpp:100] Creating Layer scale4b10_branch2c
I1106 23:51:22.239527 22079 net.cpp:444] scale4b10_branch2c <- res4b10_branch2c
I1106 23:51:22.239532 22079 net.cpp:405] scale4b10_branch2c -> res4b10_branch2c (in-place)
I1106 23:51:22.239593 22079 layer_factory.hpp:77] Creating layer scale4b10_branch2c
I1106 23:51:22.239778 22079 net.cpp:150] Setting up scale4b10_branch2c
I1106 23:51:22.239784 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.239786 22079 net.cpp:165] Memory required for data: 253489164
I1106 23:51:22.239791 22079 layer_factory.hpp:77] Creating layer res4b10
I1106 23:51:22.239796 22079 net.cpp:100] Creating Layer res4b10
I1106 23:51:22.239800 22079 net.cpp:444] res4b10 <- res4b9_res4b9_relu_0_split_1
I1106 23:51:22.239804 22079 net.cpp:444] res4b10 <- res4b10_branch2c
I1106 23:51:22.239807 22079 net.cpp:418] res4b10 -> res4b10
I1106 23:51:22.239845 22079 net.cpp:150] Setting up res4b10
I1106 23:51:22.239851 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.239853 22079 net.cpp:165] Memory required for data: 254291980
I1106 23:51:22.239856 22079 layer_factory.hpp:77] Creating layer res4b10_relu
I1106 23:51:22.239861 22079 net.cpp:100] Creating Layer res4b10_relu
I1106 23:51:22.239863 22079 net.cpp:444] res4b10_relu <- res4b10
I1106 23:51:22.239868 22079 net.cpp:405] res4b10_relu -> res4b10 (in-place)
I1106 23:51:22.240033 22079 net.cpp:150] Setting up res4b10_relu
I1106 23:51:22.240041 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.240043 22079 net.cpp:165] Memory required for data: 255094796
I1106 23:51:22.240046 22079 layer_factory.hpp:77] Creating layer res4b10_res4b10_relu_0_split
I1106 23:51:22.240051 22079 net.cpp:100] Creating Layer res4b10_res4b10_relu_0_split
I1106 23:51:22.240052 22079 net.cpp:444] res4b10_res4b10_relu_0_split <- res4b10
I1106 23:51:22.240058 22079 net.cpp:418] res4b10_res4b10_relu_0_split -> res4b10_res4b10_relu_0_split_0
I1106 23:51:22.240063 22079 net.cpp:418] res4b10_res4b10_relu_0_split -> res4b10_res4b10_relu_0_split_1
I1106 23:51:22.240131 22079 net.cpp:150] Setting up res4b10_res4b10_relu_0_split
I1106 23:51:22.240136 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.240139 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.240141 22079 net.cpp:165] Memory required for data: 256700428
I1106 23:51:22.240144 22079 layer_factory.hpp:77] Creating layer res4b11_branch2a
I1106 23:51:22.240152 22079 net.cpp:100] Creating Layer res4b11_branch2a
I1106 23:51:22.240156 22079 net.cpp:444] res4b11_branch2a <- res4b10_res4b10_relu_0_split_0
I1106 23:51:22.240161 22079 net.cpp:418] res4b11_branch2a -> res4b11_branch2a
I1106 23:51:22.241448 22079 net.cpp:150] Setting up res4b11_branch2a
I1106 23:51:22.241461 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.241462 22079 net.cpp:165] Memory required for data: 256901132
I1106 23:51:22.241484 22079 layer_factory.hpp:77] Creating layer bn4b11_branch2a
I1106 23:51:22.241492 22079 net.cpp:100] Creating Layer bn4b11_branch2a
I1106 23:51:22.241495 22079 net.cpp:444] bn4b11_branch2a <- res4b11_branch2a
I1106 23:51:22.241499 22079 net.cpp:405] bn4b11_branch2a -> res4b11_branch2a (in-place)
I1106 23:51:22.241828 22079 net.cpp:150] Setting up bn4b11_branch2a
I1106 23:51:22.241837 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.241838 22079 net.cpp:165] Memory required for data: 257101836
I1106 23:51:22.241863 22079 layer_factory.hpp:77] Creating layer scale4b11_branch2a
I1106 23:51:22.241868 22079 net.cpp:100] Creating Layer scale4b11_branch2a
I1106 23:51:22.241870 22079 net.cpp:444] scale4b11_branch2a <- res4b11_branch2a
I1106 23:51:22.241875 22079 net.cpp:405] scale4b11_branch2a -> res4b11_branch2a (in-place)
I1106 23:51:22.241938 22079 layer_factory.hpp:77] Creating layer scale4b11_branch2a
I1106 23:51:22.242112 22079 net.cpp:150] Setting up scale4b11_branch2a
I1106 23:51:22.242118 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.242120 22079 net.cpp:165] Memory required for data: 257302540
I1106 23:51:22.242126 22079 layer_factory.hpp:77] Creating layer res4b11_branch2a_relu
I1106 23:51:22.242131 22079 net.cpp:100] Creating Layer res4b11_branch2a_relu
I1106 23:51:22.242135 22079 net.cpp:444] res4b11_branch2a_relu <- res4b11_branch2a
I1106 23:51:22.242137 22079 net.cpp:405] res4b11_branch2a_relu -> res4b11_branch2a (in-place)
I1106 23:51:22.242368 22079 net.cpp:150] Setting up res4b11_branch2a_relu
I1106 23:51:22.242377 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.242379 22079 net.cpp:165] Memory required for data: 257503244
I1106 23:51:22.242382 22079 layer_factory.hpp:77] Creating layer res4b11_branch2b
I1106 23:51:22.242388 22079 net.cpp:100] Creating Layer res4b11_branch2b
I1106 23:51:22.242393 22079 net.cpp:444] res4b11_branch2b <- res4b11_branch2a
I1106 23:51:22.242398 22079 net.cpp:418] res4b11_branch2b -> res4b11_branch2b
I1106 23:51:22.245697 22079 net.cpp:150] Setting up res4b11_branch2b
I1106 23:51:22.245708 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.245712 22079 net.cpp:165] Memory required for data: 257703948
I1106 23:51:22.245717 22079 layer_factory.hpp:77] Creating layer bn4b11_branch2b
I1106 23:51:22.245723 22079 net.cpp:100] Creating Layer bn4b11_branch2b
I1106 23:51:22.245725 22079 net.cpp:444] bn4b11_branch2b <- res4b11_branch2b
I1106 23:51:22.245730 22079 net.cpp:405] bn4b11_branch2b -> res4b11_branch2b (in-place)
I1106 23:51:22.246086 22079 net.cpp:150] Setting up bn4b11_branch2b
I1106 23:51:22.246093 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.246095 22079 net.cpp:165] Memory required for data: 257904652
I1106 23:51:22.246119 22079 layer_factory.hpp:77] Creating layer scale4b11_branch2b
I1106 23:51:22.246125 22079 net.cpp:100] Creating Layer scale4b11_branch2b
I1106 23:51:22.246129 22079 net.cpp:444] scale4b11_branch2b <- res4b11_branch2b
I1106 23:51:22.246134 22079 net.cpp:405] scale4b11_branch2b -> res4b11_branch2b (in-place)
I1106 23:51:22.246196 22079 layer_factory.hpp:77] Creating layer scale4b11_branch2b
I1106 23:51:22.246369 22079 net.cpp:150] Setting up scale4b11_branch2b
I1106 23:51:22.246376 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.246377 22079 net.cpp:165] Memory required for data: 258105356
I1106 23:51:22.246382 22079 layer_factory.hpp:77] Creating layer res4b11_branch2b_relu
I1106 23:51:22.246387 22079 net.cpp:100] Creating Layer res4b11_branch2b_relu
I1106 23:51:22.246390 22079 net.cpp:444] res4b11_branch2b_relu <- res4b11_branch2b
I1106 23:51:22.246395 22079 net.cpp:405] res4b11_branch2b_relu -> res4b11_branch2b (in-place)
I1106 23:51:22.246567 22079 net.cpp:150] Setting up res4b11_branch2b_relu
I1106 23:51:22.246574 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.246577 22079 net.cpp:165] Memory required for data: 258306060
I1106 23:51:22.246579 22079 layer_factory.hpp:77] Creating layer res4b11_branch2c
I1106 23:51:22.246587 22079 net.cpp:100] Creating Layer res4b11_branch2c
I1106 23:51:22.246592 22079 net.cpp:444] res4b11_branch2c <- res4b11_branch2b
I1106 23:51:22.246598 22079 net.cpp:418] res4b11_branch2c -> res4b11_branch2c
I1106 23:51:22.249282 22079 net.cpp:150] Setting up res4b11_branch2c
I1106 23:51:22.249294 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.249297 22079 net.cpp:165] Memory required for data: 259108876
I1106 23:51:22.249301 22079 layer_factory.hpp:77] Creating layer bn4b11_branch2c
I1106 23:51:22.249307 22079 net.cpp:100] Creating Layer bn4b11_branch2c
I1106 23:51:22.249310 22079 net.cpp:444] bn4b11_branch2c <- res4b11_branch2c
I1106 23:51:22.249316 22079 net.cpp:405] bn4b11_branch2c -> res4b11_branch2c (in-place)
I1106 23:51:22.249677 22079 net.cpp:150] Setting up bn4b11_branch2c
I1106 23:51:22.249685 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.249686 22079 net.cpp:165] Memory required for data: 259911692
I1106 23:51:22.249708 22079 layer_factory.hpp:77] Creating layer scale4b11_branch2c
I1106 23:51:22.249716 22079 net.cpp:100] Creating Layer scale4b11_branch2c
I1106 23:51:22.249719 22079 net.cpp:444] scale4b11_branch2c <- res4b11_branch2c
I1106 23:51:22.249724 22079 net.cpp:405] scale4b11_branch2c -> res4b11_branch2c (in-place)
I1106 23:51:22.249783 22079 layer_factory.hpp:77] Creating layer scale4b11_branch2c
I1106 23:51:22.249968 22079 net.cpp:150] Setting up scale4b11_branch2c
I1106 23:51:22.249974 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.249975 22079 net.cpp:165] Memory required for data: 260714508
I1106 23:51:22.249980 22079 layer_factory.hpp:77] Creating layer res4b11
I1106 23:51:22.249985 22079 net.cpp:100] Creating Layer res4b11
I1106 23:51:22.249989 22079 net.cpp:444] res4b11 <- res4b10_res4b10_relu_0_split_1
I1106 23:51:22.249992 22079 net.cpp:444] res4b11 <- res4b11_branch2c
I1106 23:51:22.249999 22079 net.cpp:418] res4b11 -> res4b11
I1106 23:51:22.250036 22079 net.cpp:150] Setting up res4b11
I1106 23:51:22.250042 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.250044 22079 net.cpp:165] Memory required for data: 261517324
I1106 23:51:22.250046 22079 layer_factory.hpp:77] Creating layer res4b11_relu
I1106 23:51:22.250053 22079 net.cpp:100] Creating Layer res4b11_relu
I1106 23:51:22.250056 22079 net.cpp:444] res4b11_relu <- res4b11
I1106 23:51:22.250061 22079 net.cpp:405] res4b11_relu -> res4b11 (in-place)
I1106 23:51:22.250598 22079 net.cpp:150] Setting up res4b11_relu
I1106 23:51:22.250612 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.250613 22079 net.cpp:165] Memory required for data: 262320140
I1106 23:51:22.250617 22079 layer_factory.hpp:77] Creating layer res4b11_res4b11_relu_0_split
I1106 23:51:22.250638 22079 net.cpp:100] Creating Layer res4b11_res4b11_relu_0_split
I1106 23:51:22.250641 22079 net.cpp:444] res4b11_res4b11_relu_0_split <- res4b11
I1106 23:51:22.250646 22079 net.cpp:418] res4b11_res4b11_relu_0_split -> res4b11_res4b11_relu_0_split_0
I1106 23:51:22.250651 22079 net.cpp:418] res4b11_res4b11_relu_0_split -> res4b11_res4b11_relu_0_split_1
I1106 23:51:22.250721 22079 net.cpp:150] Setting up res4b11_res4b11_relu_0_split
I1106 23:51:22.250730 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.250732 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.250735 22079 net.cpp:165] Memory required for data: 263925772
I1106 23:51:22.250737 22079 layer_factory.hpp:77] Creating layer res4b12_branch2a
I1106 23:51:22.250743 22079 net.cpp:100] Creating Layer res4b12_branch2a
I1106 23:51:22.250747 22079 net.cpp:444] res4b12_branch2a <- res4b11_res4b11_relu_0_split_0
I1106 23:51:22.250756 22079 net.cpp:418] res4b12_branch2a -> res4b12_branch2a
I1106 23:51:22.251791 22079 net.cpp:150] Setting up res4b12_branch2a
I1106 23:51:22.251802 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.251804 22079 net.cpp:165] Memory required for data: 264126476
I1106 23:51:22.251827 22079 layer_factory.hpp:77] Creating layer bn4b12_branch2a
I1106 23:51:22.251832 22079 net.cpp:100] Creating Layer bn4b12_branch2a
I1106 23:51:22.251835 22079 net.cpp:444] bn4b12_branch2a <- res4b12_branch2a
I1106 23:51:22.251842 22079 net.cpp:405] bn4b12_branch2a -> res4b12_branch2a (in-place)
I1106 23:51:22.252171 22079 net.cpp:150] Setting up bn4b12_branch2a
I1106 23:51:22.252177 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.252179 22079 net.cpp:165] Memory required for data: 264327180
I1106 23:51:22.252202 22079 layer_factory.hpp:77] Creating layer scale4b12_branch2a
I1106 23:51:22.252210 22079 net.cpp:100] Creating Layer scale4b12_branch2a
I1106 23:51:22.252213 22079 net.cpp:444] scale4b12_branch2a <- res4b12_branch2a
I1106 23:51:22.252216 22079 net.cpp:405] scale4b12_branch2a -> res4b12_branch2a (in-place)
I1106 23:51:22.252281 22079 layer_factory.hpp:77] Creating layer scale4b12_branch2a
I1106 23:51:22.252457 22079 net.cpp:150] Setting up scale4b12_branch2a
I1106 23:51:22.252463 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.252465 22079 net.cpp:165] Memory required for data: 264527884
I1106 23:51:22.252470 22079 layer_factory.hpp:77] Creating layer res4b12_branch2a_relu
I1106 23:51:22.252475 22079 net.cpp:100] Creating Layer res4b12_branch2a_relu
I1106 23:51:22.252477 22079 net.cpp:444] res4b12_branch2a_relu <- res4b12_branch2a
I1106 23:51:22.252482 22079 net.cpp:405] res4b12_branch2a_relu -> res4b12_branch2a (in-place)
I1106 23:51:22.253010 22079 net.cpp:150] Setting up res4b12_branch2a_relu
I1106 23:51:22.253021 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.253023 22079 net.cpp:165] Memory required for data: 264728588
I1106 23:51:22.253043 22079 layer_factory.hpp:77] Creating layer res4b12_branch2b
I1106 23:51:22.253051 22079 net.cpp:100] Creating Layer res4b12_branch2b
I1106 23:51:22.253056 22079 net.cpp:444] res4b12_branch2b <- res4b12_branch2a
I1106 23:51:22.253062 22079 net.cpp:418] res4b12_branch2b -> res4b12_branch2b
I1106 23:51:22.256850 22079 net.cpp:150] Setting up res4b12_branch2b
I1106 23:51:22.256861 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.256865 22079 net.cpp:165] Memory required for data: 264929292
I1106 23:51:22.256870 22079 layer_factory.hpp:77] Creating layer bn4b12_branch2b
I1106 23:51:22.256876 22079 net.cpp:100] Creating Layer bn4b12_branch2b
I1106 23:51:22.256880 22079 net.cpp:444] bn4b12_branch2b <- res4b12_branch2b
I1106 23:51:22.256886 22079 net.cpp:405] bn4b12_branch2b -> res4b12_branch2b (in-place)
I1106 23:51:22.257246 22079 net.cpp:150] Setting up bn4b12_branch2b
I1106 23:51:22.257253 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.257256 22079 net.cpp:165] Memory required for data: 265129996
I1106 23:51:22.257279 22079 layer_factory.hpp:77] Creating layer scale4b12_branch2b
I1106 23:51:22.257288 22079 net.cpp:100] Creating Layer scale4b12_branch2b
I1106 23:51:22.257292 22079 net.cpp:444] scale4b12_branch2b <- res4b12_branch2b
I1106 23:51:22.257294 22079 net.cpp:405] scale4b12_branch2b -> res4b12_branch2b (in-place)
I1106 23:51:22.257356 22079 layer_factory.hpp:77] Creating layer scale4b12_branch2b
I1106 23:51:22.257534 22079 net.cpp:150] Setting up scale4b12_branch2b
I1106 23:51:22.257540 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.257542 22079 net.cpp:165] Memory required for data: 265330700
I1106 23:51:22.257546 22079 layer_factory.hpp:77] Creating layer res4b12_branch2b_relu
I1106 23:51:22.257552 22079 net.cpp:100] Creating Layer res4b12_branch2b_relu
I1106 23:51:22.257560 22079 net.cpp:444] res4b12_branch2b_relu <- res4b12_branch2b
I1106 23:51:22.257563 22079 net.cpp:405] res4b12_branch2b_relu -> res4b12_branch2b (in-place)
I1106 23:51:22.257737 22079 net.cpp:150] Setting up res4b12_branch2b_relu
I1106 23:51:22.257745 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.257747 22079 net.cpp:165] Memory required for data: 265531404
I1106 23:51:22.257750 22079 layer_factory.hpp:77] Creating layer res4b12_branch2c
I1106 23:51:22.257760 22079 net.cpp:100] Creating Layer res4b12_branch2c
I1106 23:51:22.257763 22079 net.cpp:444] res4b12_branch2c <- res4b12_branch2b
I1106 23:51:22.257768 22079 net.cpp:418] res4b12_branch2c -> res4b12_branch2c
I1106 23:51:22.260434 22079 net.cpp:150] Setting up res4b12_branch2c
I1106 23:51:22.260447 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.260449 22079 net.cpp:165] Memory required for data: 266334220
I1106 23:51:22.260453 22079 layer_factory.hpp:77] Creating layer bn4b12_branch2c
I1106 23:51:22.260462 22079 net.cpp:100] Creating Layer bn4b12_branch2c
I1106 23:51:22.260464 22079 net.cpp:444] bn4b12_branch2c <- res4b12_branch2c
I1106 23:51:22.260469 22079 net.cpp:405] bn4b12_branch2c -> res4b12_branch2c (in-place)
I1106 23:51:22.260835 22079 net.cpp:150] Setting up bn4b12_branch2c
I1106 23:51:22.260841 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.260843 22079 net.cpp:165] Memory required for data: 267137036
I1106 23:51:22.260866 22079 layer_factory.hpp:77] Creating layer scale4b12_branch2c
I1106 23:51:22.260874 22079 net.cpp:100] Creating Layer scale4b12_branch2c
I1106 23:51:22.260876 22079 net.cpp:444] scale4b12_branch2c <- res4b12_branch2c
I1106 23:51:22.260880 22079 net.cpp:405] scale4b12_branch2c -> res4b12_branch2c (in-place)
I1106 23:51:22.260941 22079 layer_factory.hpp:77] Creating layer scale4b12_branch2c
I1106 23:51:22.261132 22079 net.cpp:150] Setting up scale4b12_branch2c
I1106 23:51:22.261139 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.261142 22079 net.cpp:165] Memory required for data: 267939852
I1106 23:51:22.261145 22079 layer_factory.hpp:77] Creating layer res4b12
I1106 23:51:22.261152 22079 net.cpp:100] Creating Layer res4b12
I1106 23:51:22.261158 22079 net.cpp:444] res4b12 <- res4b11_res4b11_relu_0_split_1
I1106 23:51:22.261162 22079 net.cpp:444] res4b12 <- res4b12_branch2c
I1106 23:51:22.261167 22079 net.cpp:418] res4b12 -> res4b12
I1106 23:51:22.261205 22079 net.cpp:150] Setting up res4b12
I1106 23:51:22.261211 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.261214 22079 net.cpp:165] Memory required for data: 268742668
I1106 23:51:22.261216 22079 layer_factory.hpp:77] Creating layer res4b12_relu
I1106 23:51:22.261220 22079 net.cpp:100] Creating Layer res4b12_relu
I1106 23:51:22.261222 22079 net.cpp:444] res4b12_relu <- res4b12
I1106 23:51:22.261227 22079 net.cpp:405] res4b12_relu -> res4b12 (in-place)
I1106 23:51:22.261391 22079 net.cpp:150] Setting up res4b12_relu
I1106 23:51:22.261399 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.261401 22079 net.cpp:165] Memory required for data: 269545484
I1106 23:51:22.261404 22079 layer_factory.hpp:77] Creating layer res4b12_res4b12_relu_0_split
I1106 23:51:22.261409 22079 net.cpp:100] Creating Layer res4b12_res4b12_relu_0_split
I1106 23:51:22.261415 22079 net.cpp:444] res4b12_res4b12_relu_0_split <- res4b12
I1106 23:51:22.261420 22079 net.cpp:418] res4b12_res4b12_relu_0_split -> res4b12_res4b12_relu_0_split_0
I1106 23:51:22.261425 22079 net.cpp:418] res4b12_res4b12_relu_0_split -> res4b12_res4b12_relu_0_split_1
I1106 23:51:22.261497 22079 net.cpp:150] Setting up res4b12_res4b12_relu_0_split
I1106 23:51:22.261502 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.261509 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.261513 22079 net.cpp:165] Memory required for data: 271151116
I1106 23:51:22.261515 22079 layer_factory.hpp:77] Creating layer res4b13_branch2a
I1106 23:51:22.261524 22079 net.cpp:100] Creating Layer res4b13_branch2a
I1106 23:51:22.261528 22079 net.cpp:444] res4b13_branch2a <- res4b12_res4b12_relu_0_split_0
I1106 23:51:22.261533 22079 net.cpp:418] res4b13_branch2a -> res4b13_branch2a
I1106 23:51:22.262845 22079 net.cpp:150] Setting up res4b13_branch2a
I1106 23:51:22.262858 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.262879 22079 net.cpp:165] Memory required for data: 271351820
I1106 23:51:22.262884 22079 layer_factory.hpp:77] Creating layer bn4b13_branch2a
I1106 23:51:22.262890 22079 net.cpp:100] Creating Layer bn4b13_branch2a
I1106 23:51:22.262893 22079 net.cpp:444] bn4b13_branch2a <- res4b13_branch2a
I1106 23:51:22.262898 22079 net.cpp:405] bn4b13_branch2a -> res4b13_branch2a (in-place)
I1106 23:51:22.263298 22079 net.cpp:150] Setting up bn4b13_branch2a
I1106 23:51:22.263304 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.263306 22079 net.cpp:165] Memory required for data: 271552524
I1106 23:51:22.263330 22079 layer_factory.hpp:77] Creating layer scale4b13_branch2a
I1106 23:51:22.263337 22079 net.cpp:100] Creating Layer scale4b13_branch2a
I1106 23:51:22.263340 22079 net.cpp:444] scale4b13_branch2a <- res4b13_branch2a
I1106 23:51:22.263345 22079 net.cpp:405] scale4b13_branch2a -> res4b13_branch2a (in-place)
I1106 23:51:22.263447 22079 layer_factory.hpp:77] Creating layer scale4b13_branch2a
I1106 23:51:22.263625 22079 net.cpp:150] Setting up scale4b13_branch2a
I1106 23:51:22.263631 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.263633 22079 net.cpp:165] Memory required for data: 271753228
I1106 23:51:22.263638 22079 layer_factory.hpp:77] Creating layer res4b13_branch2a_relu
I1106 23:51:22.263643 22079 net.cpp:100] Creating Layer res4b13_branch2a_relu
I1106 23:51:22.263646 22079 net.cpp:444] res4b13_branch2a_relu <- res4b13_branch2a
I1106 23:51:22.263653 22079 net.cpp:405] res4b13_branch2a_relu -> res4b13_branch2a (in-place)
I1106 23:51:22.263818 22079 net.cpp:150] Setting up res4b13_branch2a_relu
I1106 23:51:22.263825 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.263828 22079 net.cpp:165] Memory required for data: 271953932
I1106 23:51:22.263830 22079 layer_factory.hpp:77] Creating layer res4b13_branch2b
I1106 23:51:22.263839 22079 net.cpp:100] Creating Layer res4b13_branch2b
I1106 23:51:22.263842 22079 net.cpp:444] res4b13_branch2b <- res4b13_branch2a
I1106 23:51:22.263847 22079 net.cpp:418] res4b13_branch2b -> res4b13_branch2b
I1106 23:51:22.267161 22079 net.cpp:150] Setting up res4b13_branch2b
I1106 23:51:22.267174 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.267176 22079 net.cpp:165] Memory required for data: 272154636
I1106 23:51:22.267199 22079 layer_factory.hpp:77] Creating layer bn4b13_branch2b
I1106 23:51:22.267206 22079 net.cpp:100] Creating Layer bn4b13_branch2b
I1106 23:51:22.267210 22079 net.cpp:444] bn4b13_branch2b <- res4b13_branch2b
I1106 23:51:22.267215 22079 net.cpp:405] bn4b13_branch2b -> res4b13_branch2b (in-place)
I1106 23:51:22.267598 22079 net.cpp:150] Setting up bn4b13_branch2b
I1106 23:51:22.267606 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.267607 22079 net.cpp:165] Memory required for data: 272355340
I1106 23:51:22.267630 22079 layer_factory.hpp:77] Creating layer scale4b13_branch2b
I1106 23:51:22.267638 22079 net.cpp:100] Creating Layer scale4b13_branch2b
I1106 23:51:22.267642 22079 net.cpp:444] scale4b13_branch2b <- res4b13_branch2b
I1106 23:51:22.267644 22079 net.cpp:405] scale4b13_branch2b -> res4b13_branch2b (in-place)
I1106 23:51:22.267709 22079 layer_factory.hpp:77] Creating layer scale4b13_branch2b
I1106 23:51:22.267891 22079 net.cpp:150] Setting up scale4b13_branch2b
I1106 23:51:22.267897 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.267899 22079 net.cpp:165] Memory required for data: 272556044
I1106 23:51:22.267904 22079 layer_factory.hpp:77] Creating layer res4b13_branch2b_relu
I1106 23:51:22.267910 22079 net.cpp:100] Creating Layer res4b13_branch2b_relu
I1106 23:51:22.267913 22079 net.cpp:444] res4b13_branch2b_relu <- res4b13_branch2b
I1106 23:51:22.267918 22079 net.cpp:405] res4b13_branch2b_relu -> res4b13_branch2b (in-place)
I1106 23:51:22.268090 22079 net.cpp:150] Setting up res4b13_branch2b_relu
I1106 23:51:22.268097 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.268100 22079 net.cpp:165] Memory required for data: 272756748
I1106 23:51:22.268102 22079 layer_factory.hpp:77] Creating layer res4b13_branch2c
I1106 23:51:22.268110 22079 net.cpp:100] Creating Layer res4b13_branch2c
I1106 23:51:22.268113 22079 net.cpp:444] res4b13_branch2c <- res4b13_branch2b
I1106 23:51:22.268121 22079 net.cpp:418] res4b13_branch2c -> res4b13_branch2c
I1106 23:51:22.270761 22079 net.cpp:150] Setting up res4b13_branch2c
I1106 23:51:22.270772 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.270774 22079 net.cpp:165] Memory required for data: 273559564
I1106 23:51:22.270779 22079 layer_factory.hpp:77] Creating layer bn4b13_branch2c
I1106 23:51:22.270787 22079 net.cpp:100] Creating Layer bn4b13_branch2c
I1106 23:51:22.270789 22079 net.cpp:444] bn4b13_branch2c <- res4b13_branch2c
I1106 23:51:22.270795 22079 net.cpp:405] bn4b13_branch2c -> res4b13_branch2c (in-place)
I1106 23:51:22.271255 22079 net.cpp:150] Setting up bn4b13_branch2c
I1106 23:51:22.271261 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.271263 22079 net.cpp:165] Memory required for data: 274362380
I1106 23:51:22.271287 22079 layer_factory.hpp:77] Creating layer scale4b13_branch2c
I1106 23:51:22.271296 22079 net.cpp:100] Creating Layer scale4b13_branch2c
I1106 23:51:22.271299 22079 net.cpp:444] scale4b13_branch2c <- res4b13_branch2c
I1106 23:51:22.271303 22079 net.cpp:405] scale4b13_branch2c -> res4b13_branch2c (in-place)
I1106 23:51:22.271369 22079 layer_factory.hpp:77] Creating layer scale4b13_branch2c
I1106 23:51:22.271581 22079 net.cpp:150] Setting up scale4b13_branch2c
I1106 23:51:22.271587 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.271589 22079 net.cpp:165] Memory required for data: 275165196
I1106 23:51:22.271595 22079 layer_factory.hpp:77] Creating layer res4b13
I1106 23:51:22.271600 22079 net.cpp:100] Creating Layer res4b13
I1106 23:51:22.271603 22079 net.cpp:444] res4b13 <- res4b12_res4b12_relu_0_split_1
I1106 23:51:22.271606 22079 net.cpp:444] res4b13 <- res4b13_branch2c
I1106 23:51:22.271610 22079 net.cpp:418] res4b13 -> res4b13
I1106 23:51:22.271651 22079 net.cpp:150] Setting up res4b13
I1106 23:51:22.271656 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.271658 22079 net.cpp:165] Memory required for data: 275968012
I1106 23:51:22.271661 22079 layer_factory.hpp:77] Creating layer res4b13_relu
I1106 23:51:22.271666 22079 net.cpp:100] Creating Layer res4b13_relu
I1106 23:51:22.271667 22079 net.cpp:444] res4b13_relu <- res4b13
I1106 23:51:22.271670 22079 net.cpp:405] res4b13_relu -> res4b13 (in-place)
I1106 23:51:22.272222 22079 net.cpp:150] Setting up res4b13_relu
I1106 23:51:22.272233 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.272234 22079 net.cpp:165] Memory required for data: 276770828
I1106 23:51:22.272254 22079 layer_factory.hpp:77] Creating layer res4b13_res4b13_relu_0_split
I1106 23:51:22.272260 22079 net.cpp:100] Creating Layer res4b13_res4b13_relu_0_split
I1106 23:51:22.272264 22079 net.cpp:444] res4b13_res4b13_relu_0_split <- res4b13
I1106 23:51:22.272269 22079 net.cpp:418] res4b13_res4b13_relu_0_split -> res4b13_res4b13_relu_0_split_0
I1106 23:51:22.272274 22079 net.cpp:418] res4b13_res4b13_relu_0_split -> res4b13_res4b13_relu_0_split_1
I1106 23:51:22.272346 22079 net.cpp:150] Setting up res4b13_res4b13_relu_0_split
I1106 23:51:22.272353 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.272356 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.272358 22079 net.cpp:165] Memory required for data: 278376460
I1106 23:51:22.272361 22079 layer_factory.hpp:77] Creating layer res4b14_branch2a
I1106 23:51:22.272370 22079 net.cpp:100] Creating Layer res4b14_branch2a
I1106 23:51:22.272374 22079 net.cpp:444] res4b14_branch2a <- res4b13_res4b13_relu_0_split_0
I1106 23:51:22.272380 22079 net.cpp:418] res4b14_branch2a -> res4b14_branch2a
I1106 23:51:22.273337 22079 net.cpp:150] Setting up res4b14_branch2a
I1106 23:51:22.273347 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.273350 22079 net.cpp:165] Memory required for data: 278577164
I1106 23:51:22.273371 22079 layer_factory.hpp:77] Creating layer bn4b14_branch2a
I1106 23:51:22.273378 22079 net.cpp:100] Creating Layer bn4b14_branch2a
I1106 23:51:22.273381 22079 net.cpp:444] bn4b14_branch2a <- res4b14_branch2a
I1106 23:51:22.273386 22079 net.cpp:405] bn4b14_branch2a -> res4b14_branch2a (in-place)
I1106 23:51:22.273722 22079 net.cpp:150] Setting up bn4b14_branch2a
I1106 23:51:22.273728 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.273730 22079 net.cpp:165] Memory required for data: 278777868
I1106 23:51:22.273753 22079 layer_factory.hpp:77] Creating layer scale4b14_branch2a
I1106 23:51:22.273761 22079 net.cpp:100] Creating Layer scale4b14_branch2a
I1106 23:51:22.273762 22079 net.cpp:444] scale4b14_branch2a <- res4b14_branch2a
I1106 23:51:22.273767 22079 net.cpp:405] scale4b14_branch2a -> res4b14_branch2a (in-place)
I1106 23:51:22.273831 22079 layer_factory.hpp:77] Creating layer scale4b14_branch2a
I1106 23:51:22.274009 22079 net.cpp:150] Setting up scale4b14_branch2a
I1106 23:51:22.274015 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.274019 22079 net.cpp:165] Memory required for data: 278978572
I1106 23:51:22.274022 22079 layer_factory.hpp:77] Creating layer res4b14_branch2a_relu
I1106 23:51:22.274029 22079 net.cpp:100] Creating Layer res4b14_branch2a_relu
I1106 23:51:22.274032 22079 net.cpp:444] res4b14_branch2a_relu <- res4b14_branch2a
I1106 23:51:22.274035 22079 net.cpp:405] res4b14_branch2a_relu -> res4b14_branch2a (in-place)
I1106 23:51:22.274574 22079 net.cpp:150] Setting up res4b14_branch2a_relu
I1106 23:51:22.274585 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.274588 22079 net.cpp:165] Memory required for data: 279179276
I1106 23:51:22.274608 22079 layer_factory.hpp:77] Creating layer res4b14_branch2b
I1106 23:51:22.274616 22079 net.cpp:100] Creating Layer res4b14_branch2b
I1106 23:51:22.274618 22079 net.cpp:444] res4b14_branch2b <- res4b14_branch2a
I1106 23:51:22.274624 22079 net.cpp:418] res4b14_branch2b -> res4b14_branch2b
I1106 23:51:22.278015 22079 net.cpp:150] Setting up res4b14_branch2b
I1106 23:51:22.278028 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.278029 22079 net.cpp:165] Memory required for data: 279379980
I1106 23:51:22.278034 22079 layer_factory.hpp:77] Creating layer bn4b14_branch2b
I1106 23:51:22.278041 22079 net.cpp:100] Creating Layer bn4b14_branch2b
I1106 23:51:22.278044 22079 net.cpp:444] bn4b14_branch2b <- res4b14_branch2b
I1106 23:51:22.278053 22079 net.cpp:405] bn4b14_branch2b -> res4b14_branch2b (in-place)
I1106 23:51:22.278416 22079 net.cpp:150] Setting up bn4b14_branch2b
I1106 23:51:22.278424 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.278425 22079 net.cpp:165] Memory required for data: 279580684
I1106 23:51:22.278448 22079 layer_factory.hpp:77] Creating layer scale4b14_branch2b
I1106 23:51:22.278456 22079 net.cpp:100] Creating Layer scale4b14_branch2b
I1106 23:51:22.278460 22079 net.cpp:444] scale4b14_branch2b <- res4b14_branch2b
I1106 23:51:22.278465 22079 net.cpp:405] scale4b14_branch2b -> res4b14_branch2b (in-place)
I1106 23:51:22.278529 22079 layer_factory.hpp:77] Creating layer scale4b14_branch2b
I1106 23:51:22.278708 22079 net.cpp:150] Setting up scale4b14_branch2b
I1106 23:51:22.278715 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.278717 22079 net.cpp:165] Memory required for data: 279781388
I1106 23:51:22.278723 22079 layer_factory.hpp:77] Creating layer res4b14_branch2b_relu
I1106 23:51:22.278728 22079 net.cpp:100] Creating Layer res4b14_branch2b_relu
I1106 23:51:22.278735 22079 net.cpp:444] res4b14_branch2b_relu <- res4b14_branch2b
I1106 23:51:22.278738 22079 net.cpp:405] res4b14_branch2b_relu -> res4b14_branch2b (in-place)
I1106 23:51:22.278909 22079 net.cpp:150] Setting up res4b14_branch2b_relu
I1106 23:51:22.278918 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.278919 22079 net.cpp:165] Memory required for data: 279982092
I1106 23:51:22.278923 22079 layer_factory.hpp:77] Creating layer res4b14_branch2c
I1106 23:51:22.278931 22079 net.cpp:100] Creating Layer res4b14_branch2c
I1106 23:51:22.278935 22079 net.cpp:444] res4b14_branch2c <- res4b14_branch2b
I1106 23:51:22.278940 22079 net.cpp:418] res4b14_branch2c -> res4b14_branch2c
I1106 23:51:22.281848 22079 net.cpp:150] Setting up res4b14_branch2c
I1106 23:51:22.281860 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.281863 22079 net.cpp:165] Memory required for data: 280784908
I1106 23:51:22.281885 22079 layer_factory.hpp:77] Creating layer bn4b14_branch2c
I1106 23:51:22.281893 22079 net.cpp:100] Creating Layer bn4b14_branch2c
I1106 23:51:22.281896 22079 net.cpp:444] bn4b14_branch2c <- res4b14_branch2c
I1106 23:51:22.281903 22079 net.cpp:405] bn4b14_branch2c -> res4b14_branch2c (in-place)
I1106 23:51:22.282265 22079 net.cpp:150] Setting up bn4b14_branch2c
I1106 23:51:22.282272 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.282274 22079 net.cpp:165] Memory required for data: 281587724
I1106 23:51:22.282297 22079 layer_factory.hpp:77] Creating layer scale4b14_branch2c
I1106 23:51:22.282305 22079 net.cpp:100] Creating Layer scale4b14_branch2c
I1106 23:51:22.282308 22079 net.cpp:444] scale4b14_branch2c <- res4b14_branch2c
I1106 23:51:22.282313 22079 net.cpp:405] scale4b14_branch2c -> res4b14_branch2c (in-place)
I1106 23:51:22.282377 22079 layer_factory.hpp:77] Creating layer scale4b14_branch2c
I1106 23:51:22.282578 22079 net.cpp:150] Setting up scale4b14_branch2c
I1106 23:51:22.282584 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.282587 22079 net.cpp:165] Memory required for data: 282390540
I1106 23:51:22.282591 22079 layer_factory.hpp:77] Creating layer res4b14
I1106 23:51:22.282598 22079 net.cpp:100] Creating Layer res4b14
I1106 23:51:22.282605 22079 net.cpp:444] res4b14 <- res4b13_res4b13_relu_0_split_1
I1106 23:51:22.282608 22079 net.cpp:444] res4b14 <- res4b14_branch2c
I1106 23:51:22.282613 22079 net.cpp:418] res4b14 -> res4b14
I1106 23:51:22.282650 22079 net.cpp:150] Setting up res4b14
I1106 23:51:22.282658 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.282662 22079 net.cpp:165] Memory required for data: 283193356
I1106 23:51:22.282665 22079 layer_factory.hpp:77] Creating layer res4b14_relu
I1106 23:51:22.282686 22079 net.cpp:100] Creating Layer res4b14_relu
I1106 23:51:22.282690 22079 net.cpp:444] res4b14_relu <- res4b14
I1106 23:51:22.282694 22079 net.cpp:405] res4b14_relu -> res4b14 (in-place)
I1106 23:51:22.282866 22079 net.cpp:150] Setting up res4b14_relu
I1106 23:51:22.282873 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.282876 22079 net.cpp:165] Memory required for data: 283996172
I1106 23:51:22.282878 22079 layer_factory.hpp:77] Creating layer res4b14_res4b14_relu_0_split
I1106 23:51:22.282883 22079 net.cpp:100] Creating Layer res4b14_res4b14_relu_0_split
I1106 23:51:22.282886 22079 net.cpp:444] res4b14_res4b14_relu_0_split <- res4b14
I1106 23:51:22.282891 22079 net.cpp:418] res4b14_res4b14_relu_0_split -> res4b14_res4b14_relu_0_split_0
I1106 23:51:22.282897 22079 net.cpp:418] res4b14_res4b14_relu_0_split -> res4b14_res4b14_relu_0_split_1
I1106 23:51:22.282981 22079 net.cpp:150] Setting up res4b14_res4b14_relu_0_split
I1106 23:51:22.282987 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.282990 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.282992 22079 net.cpp:165] Memory required for data: 285601804
I1106 23:51:22.282995 22079 layer_factory.hpp:77] Creating layer res4b15_branch2a
I1106 23:51:22.283004 22079 net.cpp:100] Creating Layer res4b15_branch2a
I1106 23:51:22.283007 22079 net.cpp:444] res4b15_branch2a <- res4b14_res4b14_relu_0_split_0
I1106 23:51:22.283011 22079 net.cpp:418] res4b15_branch2a -> res4b15_branch2a
I1106 23:51:22.284438 22079 net.cpp:150] Setting up res4b15_branch2a
I1106 23:51:22.284451 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.284452 22079 net.cpp:165] Memory required for data: 285802508
I1106 23:51:22.284474 22079 layer_factory.hpp:77] Creating layer bn4b15_branch2a
I1106 23:51:22.284481 22079 net.cpp:100] Creating Layer bn4b15_branch2a
I1106 23:51:22.284484 22079 net.cpp:444] bn4b15_branch2a <- res4b15_branch2a
I1106 23:51:22.284489 22079 net.cpp:405] bn4b15_branch2a -> res4b15_branch2a (in-place)
I1106 23:51:22.284833 22079 net.cpp:150] Setting up bn4b15_branch2a
I1106 23:51:22.284840 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.284842 22079 net.cpp:165] Memory required for data: 286003212
I1106 23:51:22.284847 22079 layer_factory.hpp:77] Creating layer scale4b15_branch2a
I1106 23:51:22.284871 22079 net.cpp:100] Creating Layer scale4b15_branch2a
I1106 23:51:22.284874 22079 net.cpp:444] scale4b15_branch2a <- res4b15_branch2a
I1106 23:51:22.284878 22079 net.cpp:405] scale4b15_branch2a -> res4b15_branch2a (in-place)
I1106 23:51:22.284941 22079 layer_factory.hpp:77] Creating layer scale4b15_branch2a
I1106 23:51:22.285123 22079 net.cpp:150] Setting up scale4b15_branch2a
I1106 23:51:22.285130 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.285131 22079 net.cpp:165] Memory required for data: 286203916
I1106 23:51:22.285136 22079 layer_factory.hpp:77] Creating layer res4b15_branch2a_relu
I1106 23:51:22.285140 22079 net.cpp:100] Creating Layer res4b15_branch2a_relu
I1106 23:51:22.285143 22079 net.cpp:444] res4b15_branch2a_relu <- res4b15_branch2a
I1106 23:51:22.285150 22079 net.cpp:405] res4b15_branch2a_relu -> res4b15_branch2a (in-place)
I1106 23:51:22.285318 22079 net.cpp:150] Setting up res4b15_branch2a_relu
I1106 23:51:22.285326 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.285328 22079 net.cpp:165] Memory required for data: 286404620
I1106 23:51:22.285331 22079 layer_factory.hpp:77] Creating layer res4b15_branch2b
I1106 23:51:22.285339 22079 net.cpp:100] Creating Layer res4b15_branch2b
I1106 23:51:22.285343 22079 net.cpp:444] res4b15_branch2b <- res4b15_branch2a
I1106 23:51:22.285349 22079 net.cpp:418] res4b15_branch2b -> res4b15_branch2b
I1106 23:51:22.288727 22079 net.cpp:150] Setting up res4b15_branch2b
I1106 23:51:22.288738 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.288740 22079 net.cpp:165] Memory required for data: 286605324
I1106 23:51:22.288748 22079 layer_factory.hpp:77] Creating layer bn4b15_branch2b
I1106 23:51:22.288753 22079 net.cpp:100] Creating Layer bn4b15_branch2b
I1106 23:51:22.288758 22079 net.cpp:444] bn4b15_branch2b <- res4b15_branch2b
I1106 23:51:22.288761 22079 net.cpp:405] bn4b15_branch2b -> res4b15_branch2b (in-place)
I1106 23:51:22.289134 22079 net.cpp:150] Setting up bn4b15_branch2b
I1106 23:51:22.289141 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.289142 22079 net.cpp:165] Memory required for data: 286806028
I1106 23:51:22.289166 22079 layer_factory.hpp:77] Creating layer scale4b15_branch2b
I1106 23:51:22.289173 22079 net.cpp:100] Creating Layer scale4b15_branch2b
I1106 23:51:22.289176 22079 net.cpp:444] scale4b15_branch2b <- res4b15_branch2b
I1106 23:51:22.289180 22079 net.cpp:405] scale4b15_branch2b -> res4b15_branch2b (in-place)
I1106 23:51:22.289247 22079 layer_factory.hpp:77] Creating layer scale4b15_branch2b
I1106 23:51:22.289433 22079 net.cpp:150] Setting up scale4b15_branch2b
I1106 23:51:22.289439 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.289441 22079 net.cpp:165] Memory required for data: 287006732
I1106 23:51:22.289446 22079 layer_factory.hpp:77] Creating layer res4b15_branch2b_relu
I1106 23:51:22.289451 22079 net.cpp:100] Creating Layer res4b15_branch2b_relu
I1106 23:51:22.289454 22079 net.cpp:444] res4b15_branch2b_relu <- res4b15_branch2b
I1106 23:51:22.289459 22079 net.cpp:405] res4b15_branch2b_relu -> res4b15_branch2b (in-place)
I1106 23:51:22.289634 22079 net.cpp:150] Setting up res4b15_branch2b_relu
I1106 23:51:22.289641 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.289644 22079 net.cpp:165] Memory required for data: 287207436
I1106 23:51:22.289646 22079 layer_factory.hpp:77] Creating layer res4b15_branch2c
I1106 23:51:22.289654 22079 net.cpp:100] Creating Layer res4b15_branch2c
I1106 23:51:22.289659 22079 net.cpp:444] res4b15_branch2c <- res4b15_branch2b
I1106 23:51:22.289664 22079 net.cpp:418] res4b15_branch2c -> res4b15_branch2c
I1106 23:51:22.292347 22079 net.cpp:150] Setting up res4b15_branch2c
I1106 23:51:22.292359 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.292362 22079 net.cpp:165] Memory required for data: 288010252
I1106 23:51:22.292366 22079 layer_factory.hpp:77] Creating layer bn4b15_branch2c
I1106 23:51:22.292374 22079 net.cpp:100] Creating Layer bn4b15_branch2c
I1106 23:51:22.292377 22079 net.cpp:444] bn4b15_branch2c <- res4b15_branch2c
I1106 23:51:22.292382 22079 net.cpp:405] bn4b15_branch2c -> res4b15_branch2c (in-place)
I1106 23:51:22.292757 22079 net.cpp:150] Setting up bn4b15_branch2c
I1106 23:51:22.292764 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.292767 22079 net.cpp:165] Memory required for data: 288813068
I1106 23:51:22.292789 22079 layer_factory.hpp:77] Creating layer scale4b15_branch2c
I1106 23:51:22.292796 22079 net.cpp:100] Creating Layer scale4b15_branch2c
I1106 23:51:22.292799 22079 net.cpp:444] scale4b15_branch2c <- res4b15_branch2c
I1106 23:51:22.292804 22079 net.cpp:405] scale4b15_branch2c -> res4b15_branch2c (in-place)
I1106 23:51:22.292865 22079 layer_factory.hpp:77] Creating layer scale4b15_branch2c
I1106 23:51:22.293066 22079 net.cpp:150] Setting up scale4b15_branch2c
I1106 23:51:22.293073 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.293076 22079 net.cpp:165] Memory required for data: 289615884
I1106 23:51:22.293081 22079 layer_factory.hpp:77] Creating layer res4b15
I1106 23:51:22.293086 22079 net.cpp:100] Creating Layer res4b15
I1106 23:51:22.293088 22079 net.cpp:444] res4b15 <- res4b14_res4b14_relu_0_split_1
I1106 23:51:22.293092 22079 net.cpp:444] res4b15 <- res4b15_branch2c
I1106 23:51:22.293097 22079 net.cpp:418] res4b15 -> res4b15
I1106 23:51:22.293136 22079 net.cpp:150] Setting up res4b15
I1106 23:51:22.293143 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.293145 22079 net.cpp:165] Memory required for data: 290418700
I1106 23:51:22.293148 22079 layer_factory.hpp:77] Creating layer res4b15_relu
I1106 23:51:22.293151 22079 net.cpp:100] Creating Layer res4b15_relu
I1106 23:51:22.293154 22079 net.cpp:444] res4b15_relu <- res4b15
I1106 23:51:22.293159 22079 net.cpp:405] res4b15_relu -> res4b15 (in-place)
I1106 23:51:22.293717 22079 net.cpp:150] Setting up res4b15_relu
I1106 23:51:22.293728 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.293730 22079 net.cpp:165] Memory required for data: 291221516
I1106 23:51:22.293751 22079 layer_factory.hpp:77] Creating layer res4b15_res4b15_relu_0_split
I1106 23:51:22.293756 22079 net.cpp:100] Creating Layer res4b15_res4b15_relu_0_split
I1106 23:51:22.293758 22079 net.cpp:444] res4b15_res4b15_relu_0_split <- res4b15
I1106 23:51:22.293766 22079 net.cpp:418] res4b15_res4b15_relu_0_split -> res4b15_res4b15_relu_0_split_0
I1106 23:51:22.293771 22079 net.cpp:418] res4b15_res4b15_relu_0_split -> res4b15_res4b15_relu_0_split_1
I1106 23:51:22.293845 22079 net.cpp:150] Setting up res4b15_res4b15_relu_0_split
I1106 23:51:22.293851 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.293854 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.293856 22079 net.cpp:165] Memory required for data: 292827148
I1106 23:51:22.293859 22079 layer_factory.hpp:77] Creating layer res4b16_branch2a
I1106 23:51:22.293869 22079 net.cpp:100] Creating Layer res4b16_branch2a
I1106 23:51:22.293874 22079 net.cpp:444] res4b16_branch2a <- res4b15_res4b15_relu_0_split_0
I1106 23:51:22.293879 22079 net.cpp:418] res4b16_branch2a -> res4b16_branch2a
I1106 23:51:22.294845 22079 net.cpp:150] Setting up res4b16_branch2a
I1106 23:51:22.294854 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.294857 22079 net.cpp:165] Memory required for data: 293027852
I1106 23:51:22.294862 22079 layer_factory.hpp:77] Creating layer bn4b16_branch2a
I1106 23:51:22.294868 22079 net.cpp:100] Creating Layer bn4b16_branch2a
I1106 23:51:22.294872 22079 net.cpp:444] bn4b16_branch2a <- res4b16_branch2a
I1106 23:51:22.294876 22079 net.cpp:405] bn4b16_branch2a -> res4b16_branch2a (in-place)
I1106 23:51:22.295308 22079 net.cpp:150] Setting up bn4b16_branch2a
I1106 23:51:22.295315 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.295317 22079 net.cpp:165] Memory required for data: 293228556
I1106 23:51:22.295346 22079 layer_factory.hpp:77] Creating layer scale4b16_branch2a
I1106 23:51:22.295351 22079 net.cpp:100] Creating Layer scale4b16_branch2a
I1106 23:51:22.295356 22079 net.cpp:444] scale4b16_branch2a <- res4b16_branch2a
I1106 23:51:22.295359 22079 net.cpp:405] scale4b16_branch2a -> res4b16_branch2a (in-place)
I1106 23:51:22.295459 22079 layer_factory.hpp:77] Creating layer scale4b16_branch2a
I1106 23:51:22.295644 22079 net.cpp:150] Setting up scale4b16_branch2a
I1106 23:51:22.295650 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.295652 22079 net.cpp:165] Memory required for data: 293429260
I1106 23:51:22.295656 22079 layer_factory.hpp:77] Creating layer res4b16_branch2a_relu
I1106 23:51:22.295663 22079 net.cpp:100] Creating Layer res4b16_branch2a_relu
I1106 23:51:22.295666 22079 net.cpp:444] res4b16_branch2a_relu <- res4b16_branch2a
I1106 23:51:22.295670 22079 net.cpp:405] res4b16_branch2a_relu -> res4b16_branch2a (in-place)
I1106 23:51:22.296218 22079 net.cpp:150] Setting up res4b16_branch2a_relu
I1106 23:51:22.296229 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.296231 22079 net.cpp:165] Memory required for data: 293629964
I1106 23:51:22.296252 22079 layer_factory.hpp:77] Creating layer res4b16_branch2b
I1106 23:51:22.296260 22079 net.cpp:100] Creating Layer res4b16_branch2b
I1106 23:51:22.296263 22079 net.cpp:444] res4b16_branch2b <- res4b16_branch2a
I1106 23:51:22.296268 22079 net.cpp:418] res4b16_branch2b -> res4b16_branch2b
I1106 23:51:22.299649 22079 net.cpp:150] Setting up res4b16_branch2b
I1106 23:51:22.299661 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.299664 22079 net.cpp:165] Memory required for data: 293830668
I1106 23:51:22.299669 22079 layer_factory.hpp:77] Creating layer bn4b16_branch2b
I1106 23:51:22.299676 22079 net.cpp:100] Creating Layer bn4b16_branch2b
I1106 23:51:22.299679 22079 net.cpp:444] bn4b16_branch2b <- res4b16_branch2b
I1106 23:51:22.299685 22079 net.cpp:405] bn4b16_branch2b -> res4b16_branch2b (in-place)
I1106 23:51:22.300058 22079 net.cpp:150] Setting up bn4b16_branch2b
I1106 23:51:22.300065 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.300067 22079 net.cpp:165] Memory required for data: 294031372
I1106 23:51:22.300091 22079 layer_factory.hpp:77] Creating layer scale4b16_branch2b
I1106 23:51:22.300101 22079 net.cpp:100] Creating Layer scale4b16_branch2b
I1106 23:51:22.300103 22079 net.cpp:444] scale4b16_branch2b <- res4b16_branch2b
I1106 23:51:22.300107 22079 net.cpp:405] scale4b16_branch2b -> res4b16_branch2b (in-place)
I1106 23:51:22.300173 22079 layer_factory.hpp:77] Creating layer scale4b16_branch2b
I1106 23:51:22.300360 22079 net.cpp:150] Setting up scale4b16_branch2b
I1106 23:51:22.300366 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.300369 22079 net.cpp:165] Memory required for data: 294232076
I1106 23:51:22.300374 22079 layer_factory.hpp:77] Creating layer res4b16_branch2b_relu
I1106 23:51:22.300379 22079 net.cpp:100] Creating Layer res4b16_branch2b_relu
I1106 23:51:22.300386 22079 net.cpp:444] res4b16_branch2b_relu <- res4b16_branch2b
I1106 23:51:22.300390 22079 net.cpp:405] res4b16_branch2b_relu -> res4b16_branch2b (in-place)
I1106 23:51:22.300564 22079 net.cpp:150] Setting up res4b16_branch2b_relu
I1106 23:51:22.300572 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.300575 22079 net.cpp:165] Memory required for data: 294432780
I1106 23:51:22.300577 22079 layer_factory.hpp:77] Creating layer res4b16_branch2c
I1106 23:51:22.300586 22079 net.cpp:100] Creating Layer res4b16_branch2c
I1106 23:51:22.300590 22079 net.cpp:444] res4b16_branch2c <- res4b16_branch2b
I1106 23:51:22.300595 22079 net.cpp:418] res4b16_branch2c -> res4b16_branch2c
I1106 23:51:22.303346 22079 net.cpp:150] Setting up res4b16_branch2c
I1106 23:51:22.303359 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.303361 22079 net.cpp:165] Memory required for data: 295235596
I1106 23:51:22.303383 22079 layer_factory.hpp:77] Creating layer bn4b16_branch2c
I1106 23:51:22.303407 22079 net.cpp:100] Creating Layer bn4b16_branch2c
I1106 23:51:22.303411 22079 net.cpp:444] bn4b16_branch2c <- res4b16_branch2c
I1106 23:51:22.303414 22079 net.cpp:405] bn4b16_branch2c -> res4b16_branch2c (in-place)
I1106 23:51:22.303797 22079 net.cpp:150] Setting up bn4b16_branch2c
I1106 23:51:22.303803 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.303805 22079 net.cpp:165] Memory required for data: 296038412
I1106 23:51:22.303829 22079 layer_factory.hpp:77] Creating layer scale4b16_branch2c
I1106 23:51:22.303836 22079 net.cpp:100] Creating Layer scale4b16_branch2c
I1106 23:51:22.303839 22079 net.cpp:444] scale4b16_branch2c <- res4b16_branch2c
I1106 23:51:22.303844 22079 net.cpp:405] scale4b16_branch2c -> res4b16_branch2c (in-place)
I1106 23:51:22.303907 22079 layer_factory.hpp:77] Creating layer scale4b16_branch2c
I1106 23:51:22.304111 22079 net.cpp:150] Setting up scale4b16_branch2c
I1106 23:51:22.304117 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.304119 22079 net.cpp:165] Memory required for data: 296841228
I1106 23:51:22.304124 22079 layer_factory.hpp:77] Creating layer res4b16
I1106 23:51:22.304131 22079 net.cpp:100] Creating Layer res4b16
I1106 23:51:22.304137 22079 net.cpp:444] res4b16 <- res4b15_res4b15_relu_0_split_1
I1106 23:51:22.304141 22079 net.cpp:444] res4b16 <- res4b16_branch2c
I1106 23:51:22.304144 22079 net.cpp:418] res4b16 -> res4b16
I1106 23:51:22.304183 22079 net.cpp:150] Setting up res4b16
I1106 23:51:22.304190 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.304193 22079 net.cpp:165] Memory required for data: 297644044
I1106 23:51:22.304194 22079 layer_factory.hpp:77] Creating layer res4b16_relu
I1106 23:51:22.304201 22079 net.cpp:100] Creating Layer res4b16_relu
I1106 23:51:22.304204 22079 net.cpp:444] res4b16_relu <- res4b16
I1106 23:51:22.304208 22079 net.cpp:405] res4b16_relu -> res4b16 (in-place)
I1106 23:51:22.304375 22079 net.cpp:150] Setting up res4b16_relu
I1106 23:51:22.304383 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.304385 22079 net.cpp:165] Memory required for data: 298446860
I1106 23:51:22.304388 22079 layer_factory.hpp:77] Creating layer res4b16_res4b16_relu_0_split
I1106 23:51:22.304394 22079 net.cpp:100] Creating Layer res4b16_res4b16_relu_0_split
I1106 23:51:22.304397 22079 net.cpp:444] res4b16_res4b16_relu_0_split <- res4b16
I1106 23:51:22.304404 22079 net.cpp:418] res4b16_res4b16_relu_0_split -> res4b16_res4b16_relu_0_split_0
I1106 23:51:22.304410 22079 net.cpp:418] res4b16_res4b16_relu_0_split -> res4b16_res4b16_relu_0_split_1
I1106 23:51:22.304482 22079 net.cpp:150] Setting up res4b16_res4b16_relu_0_split
I1106 23:51:22.304488 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.304491 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.304493 22079 net.cpp:165] Memory required for data: 300052492
I1106 23:51:22.304496 22079 layer_factory.hpp:77] Creating layer res4b17_branch2a
I1106 23:51:22.304504 22079 net.cpp:100] Creating Layer res4b17_branch2a
I1106 23:51:22.304508 22079 net.cpp:444] res4b17_branch2a <- res4b16_res4b16_relu_0_split_0
I1106 23:51:22.304513 22079 net.cpp:418] res4b17_branch2a -> res4b17_branch2a
I1106 23:51:22.305867 22079 net.cpp:150] Setting up res4b17_branch2a
I1106 23:51:22.305878 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.305881 22079 net.cpp:165] Memory required for data: 300253196
I1106 23:51:22.305886 22079 layer_factory.hpp:77] Creating layer bn4b17_branch2a
I1106 23:51:22.305908 22079 net.cpp:100] Creating Layer bn4b17_branch2a
I1106 23:51:22.305912 22079 net.cpp:444] bn4b17_branch2a <- res4b17_branch2a
I1106 23:51:22.305917 22079 net.cpp:405] bn4b17_branch2a -> res4b17_branch2a (in-place)
I1106 23:51:22.306273 22079 net.cpp:150] Setting up bn4b17_branch2a
I1106 23:51:22.306280 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.306282 22079 net.cpp:165] Memory required for data: 300453900
I1106 23:51:22.306304 22079 layer_factory.hpp:77] Creating layer scale4b17_branch2a
I1106 23:51:22.306311 22079 net.cpp:100] Creating Layer scale4b17_branch2a
I1106 23:51:22.306314 22079 net.cpp:444] scale4b17_branch2a <- res4b17_branch2a
I1106 23:51:22.306319 22079 net.cpp:405] scale4b17_branch2a -> res4b17_branch2a (in-place)
I1106 23:51:22.306385 22079 layer_factory.hpp:77] Creating layer scale4b17_branch2a
I1106 23:51:22.306573 22079 net.cpp:150] Setting up scale4b17_branch2a
I1106 23:51:22.306579 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.306581 22079 net.cpp:165] Memory required for data: 300654604
I1106 23:51:22.306586 22079 layer_factory.hpp:77] Creating layer res4b17_branch2a_relu
I1106 23:51:22.306591 22079 net.cpp:100] Creating Layer res4b17_branch2a_relu
I1106 23:51:22.306593 22079 net.cpp:444] res4b17_branch2a_relu <- res4b17_branch2a
I1106 23:51:22.306599 22079 net.cpp:405] res4b17_branch2a_relu -> res4b17_branch2a (in-place)
I1106 23:51:22.306768 22079 net.cpp:150] Setting up res4b17_branch2a_relu
I1106 23:51:22.306777 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.306778 22079 net.cpp:165] Memory required for data: 300855308
I1106 23:51:22.306782 22079 layer_factory.hpp:77] Creating layer res4b17_branch2b
I1106 23:51:22.306788 22079 net.cpp:100] Creating Layer res4b17_branch2b
I1106 23:51:22.306792 22079 net.cpp:444] res4b17_branch2b <- res4b17_branch2a
I1106 23:51:22.306798 22079 net.cpp:418] res4b17_branch2b -> res4b17_branch2b
I1106 23:51:22.310226 22079 net.cpp:150] Setting up res4b17_branch2b
I1106 23:51:22.310240 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.310241 22079 net.cpp:165] Memory required for data: 301056012
I1106 23:51:22.310248 22079 layer_factory.hpp:77] Creating layer bn4b17_branch2b
I1106 23:51:22.310256 22079 net.cpp:100] Creating Layer bn4b17_branch2b
I1106 23:51:22.310258 22079 net.cpp:444] bn4b17_branch2b <- res4b17_branch2b
I1106 23:51:22.310262 22079 net.cpp:405] bn4b17_branch2b -> res4b17_branch2b (in-place)
I1106 23:51:22.310647 22079 net.cpp:150] Setting up bn4b17_branch2b
I1106 23:51:22.310654 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.310657 22079 net.cpp:165] Memory required for data: 301256716
I1106 23:51:22.310679 22079 layer_factory.hpp:77] Creating layer scale4b17_branch2b
I1106 23:51:22.310688 22079 net.cpp:100] Creating Layer scale4b17_branch2b
I1106 23:51:22.310689 22079 net.cpp:444] scale4b17_branch2b <- res4b17_branch2b
I1106 23:51:22.310693 22079 net.cpp:405] scale4b17_branch2b -> res4b17_branch2b (in-place)
I1106 23:51:22.310760 22079 layer_factory.hpp:77] Creating layer scale4b17_branch2b
I1106 23:51:22.310951 22079 net.cpp:150] Setting up scale4b17_branch2b
I1106 23:51:22.310958 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.310961 22079 net.cpp:165] Memory required for data: 301457420
I1106 23:51:22.310966 22079 layer_factory.hpp:77] Creating layer res4b17_branch2b_relu
I1106 23:51:22.310969 22079 net.cpp:100] Creating Layer res4b17_branch2b_relu
I1106 23:51:22.310974 22079 net.cpp:444] res4b17_branch2b_relu <- res4b17_branch2b
I1106 23:51:22.310978 22079 net.cpp:405] res4b17_branch2b_relu -> res4b17_branch2b (in-place)
I1106 23:51:22.311203 22079 net.cpp:150] Setting up res4b17_branch2b_relu
I1106 23:51:22.311211 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.311213 22079 net.cpp:165] Memory required for data: 301658124
I1106 23:51:22.311216 22079 layer_factory.hpp:77] Creating layer res4b17_branch2c
I1106 23:51:22.311225 22079 net.cpp:100] Creating Layer res4b17_branch2c
I1106 23:51:22.311229 22079 net.cpp:444] res4b17_branch2c <- res4b17_branch2b
I1106 23:51:22.311236 22079 net.cpp:418] res4b17_branch2c -> res4b17_branch2c
I1106 23:51:22.314380 22079 net.cpp:150] Setting up res4b17_branch2c
I1106 23:51:22.314393 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.314398 22079 net.cpp:165] Memory required for data: 302460940
I1106 23:51:22.314401 22079 layer_factory.hpp:77] Creating layer bn4b17_branch2c
I1106 23:51:22.314407 22079 net.cpp:100] Creating Layer bn4b17_branch2c
I1106 23:51:22.314410 22079 net.cpp:444] bn4b17_branch2c <- res4b17_branch2c
I1106 23:51:22.314416 22079 net.cpp:405] bn4b17_branch2c -> res4b17_branch2c (in-place)
I1106 23:51:22.314810 22079 net.cpp:150] Setting up bn4b17_branch2c
I1106 23:51:22.314816 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.314818 22079 net.cpp:165] Memory required for data: 303263756
I1106 23:51:22.314842 22079 layer_factory.hpp:77] Creating layer scale4b17_branch2c
I1106 23:51:22.314849 22079 net.cpp:100] Creating Layer scale4b17_branch2c
I1106 23:51:22.314852 22079 net.cpp:444] scale4b17_branch2c <- res4b17_branch2c
I1106 23:51:22.314855 22079 net.cpp:405] scale4b17_branch2c -> res4b17_branch2c (in-place)
I1106 23:51:22.314923 22079 layer_factory.hpp:77] Creating layer scale4b17_branch2c
I1106 23:51:22.315177 22079 net.cpp:150] Setting up scale4b17_branch2c
I1106 23:51:22.315184 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.315187 22079 net.cpp:165] Memory required for data: 304066572
I1106 23:51:22.315192 22079 layer_factory.hpp:77] Creating layer res4b17
I1106 23:51:22.315197 22079 net.cpp:100] Creating Layer res4b17
I1106 23:51:22.315207 22079 net.cpp:444] res4b17 <- res4b16_res4b16_relu_0_split_1
I1106 23:51:22.315210 22079 net.cpp:444] res4b17 <- res4b17_branch2c
I1106 23:51:22.315214 22079 net.cpp:418] res4b17 -> res4b17
I1106 23:51:22.315258 22079 net.cpp:150] Setting up res4b17
I1106 23:51:22.315264 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.315266 22079 net.cpp:165] Memory required for data: 304869388
I1106 23:51:22.315269 22079 layer_factory.hpp:77] Creating layer res4b17_relu
I1106 23:51:22.315274 22079 net.cpp:100] Creating Layer res4b17_relu
I1106 23:51:22.315276 22079 net.cpp:444] res4b17_relu <- res4b17
I1106 23:51:22.315281 22079 net.cpp:405] res4b17_relu -> res4b17 (in-place)
I1106 23:51:22.315876 22079 net.cpp:150] Setting up res4b17_relu
I1106 23:51:22.315886 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.315889 22079 net.cpp:165] Memory required for data: 305672204
I1106 23:51:22.315909 22079 layer_factory.hpp:77] Creating layer res4b17_res4b17_relu_0_split
I1106 23:51:22.315915 22079 net.cpp:100] Creating Layer res4b17_res4b17_relu_0_split
I1106 23:51:22.315919 22079 net.cpp:444] res4b17_res4b17_relu_0_split <- res4b17
I1106 23:51:22.315923 22079 net.cpp:418] res4b17_res4b17_relu_0_split -> res4b17_res4b17_relu_0_split_0
I1106 23:51:22.315929 22079 net.cpp:418] res4b17_res4b17_relu_0_split -> res4b17_res4b17_relu_0_split_1
I1106 23:51:22.316004 22079 net.cpp:150] Setting up res4b17_res4b17_relu_0_split
I1106 23:51:22.316011 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.316015 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.316016 22079 net.cpp:165] Memory required for data: 307277836
I1106 23:51:22.316018 22079 layer_factory.hpp:77] Creating layer res4b18_branch2a
I1106 23:51:22.316026 22079 net.cpp:100] Creating Layer res4b18_branch2a
I1106 23:51:22.316030 22079 net.cpp:444] res4b18_branch2a <- res4b17_res4b17_relu_0_split_0
I1106 23:51:22.316038 22079 net.cpp:418] res4b18_branch2a -> res4b18_branch2a
I1106 23:51:22.317023 22079 net.cpp:150] Setting up res4b18_branch2a
I1106 23:51:22.317032 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.317034 22079 net.cpp:165] Memory required for data: 307478540
I1106 23:51:22.317056 22079 layer_factory.hpp:77] Creating layer bn4b18_branch2a
I1106 23:51:22.317064 22079 net.cpp:100] Creating Layer bn4b18_branch2a
I1106 23:51:22.317066 22079 net.cpp:444] bn4b18_branch2a <- res4b18_branch2a
I1106 23:51:22.317070 22079 net.cpp:405] bn4b18_branch2a -> res4b18_branch2a (in-place)
I1106 23:51:22.317433 22079 net.cpp:150] Setting up bn4b18_branch2a
I1106 23:51:22.317440 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.317441 22079 net.cpp:165] Memory required for data: 307679244
I1106 23:51:22.317464 22079 layer_factory.hpp:77] Creating layer scale4b18_branch2a
I1106 23:51:22.317471 22079 net.cpp:100] Creating Layer scale4b18_branch2a
I1106 23:51:22.317473 22079 net.cpp:444] scale4b18_branch2a <- res4b18_branch2a
I1106 23:51:22.317478 22079 net.cpp:405] scale4b18_branch2a -> res4b18_branch2a (in-place)
I1106 23:51:22.317546 22079 layer_factory.hpp:77] Creating layer scale4b18_branch2a
I1106 23:51:22.317739 22079 net.cpp:150] Setting up scale4b18_branch2a
I1106 23:51:22.317744 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.317746 22079 net.cpp:165] Memory required for data: 307879948
I1106 23:51:22.317751 22079 layer_factory.hpp:77] Creating layer res4b18_branch2a_relu
I1106 23:51:22.317755 22079 net.cpp:100] Creating Layer res4b18_branch2a_relu
I1106 23:51:22.317759 22079 net.cpp:444] res4b18_branch2a_relu <- res4b18_branch2a
I1106 23:51:22.317764 22079 net.cpp:405] res4b18_branch2a_relu -> res4b18_branch2a (in-place)
I1106 23:51:22.318312 22079 net.cpp:150] Setting up res4b18_branch2a_relu
I1106 23:51:22.318323 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.318326 22079 net.cpp:165] Memory required for data: 308080652
I1106 23:51:22.318346 22079 layer_factory.hpp:77] Creating layer res4b18_branch2b
I1106 23:51:22.318356 22079 net.cpp:100] Creating Layer res4b18_branch2b
I1106 23:51:22.318359 22079 net.cpp:444] res4b18_branch2b <- res4b18_branch2a
I1106 23:51:22.318364 22079 net.cpp:418] res4b18_branch2b -> res4b18_branch2b
I1106 23:51:22.321828 22079 net.cpp:150] Setting up res4b18_branch2b
I1106 23:51:22.321841 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.321843 22079 net.cpp:165] Memory required for data: 308281356
I1106 23:51:22.321847 22079 layer_factory.hpp:77] Creating layer bn4b18_branch2b
I1106 23:51:22.321856 22079 net.cpp:100] Creating Layer bn4b18_branch2b
I1106 23:51:22.321858 22079 net.cpp:444] bn4b18_branch2b <- res4b18_branch2b
I1106 23:51:22.321862 22079 net.cpp:405] bn4b18_branch2b -> res4b18_branch2b (in-place)
I1106 23:51:22.322293 22079 net.cpp:150] Setting up bn4b18_branch2b
I1106 23:51:22.322300 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.322304 22079 net.cpp:165] Memory required for data: 308482060
I1106 23:51:22.322326 22079 layer_factory.hpp:77] Creating layer scale4b18_branch2b
I1106 23:51:22.322332 22079 net.cpp:100] Creating Layer scale4b18_branch2b
I1106 23:51:22.322335 22079 net.cpp:444] scale4b18_branch2b <- res4b18_branch2b
I1106 23:51:22.322340 22079 net.cpp:405] scale4b18_branch2b -> res4b18_branch2b (in-place)
I1106 23:51:22.322413 22079 layer_factory.hpp:77] Creating layer scale4b18_branch2b
I1106 23:51:22.322649 22079 net.cpp:150] Setting up scale4b18_branch2b
I1106 23:51:22.322654 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.322656 22079 net.cpp:165] Memory required for data: 308682764
I1106 23:51:22.322661 22079 layer_factory.hpp:77] Creating layer res4b18_branch2b_relu
I1106 23:51:22.322666 22079 net.cpp:100] Creating Layer res4b18_branch2b_relu
I1106 23:51:22.322674 22079 net.cpp:444] res4b18_branch2b_relu <- res4b18_branch2b
I1106 23:51:22.322679 22079 net.cpp:405] res4b18_branch2b_relu -> res4b18_branch2b (in-place)
I1106 23:51:22.322852 22079 net.cpp:150] Setting up res4b18_branch2b_relu
I1106 23:51:22.322862 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.322865 22079 net.cpp:165] Memory required for data: 308883468
I1106 23:51:22.322868 22079 layer_factory.hpp:77] Creating layer res4b18_branch2c
I1106 23:51:22.322875 22079 net.cpp:100] Creating Layer res4b18_branch2c
I1106 23:51:22.322880 22079 net.cpp:444] res4b18_branch2c <- res4b18_branch2b
I1106 23:51:22.322885 22079 net.cpp:418] res4b18_branch2c -> res4b18_branch2c
I1106 23:51:22.325881 22079 net.cpp:150] Setting up res4b18_branch2c
I1106 23:51:22.325893 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.325896 22079 net.cpp:165] Memory required for data: 309686284
I1106 23:51:22.325901 22079 layer_factory.hpp:77] Creating layer bn4b18_branch2c
I1106 23:51:22.325908 22079 net.cpp:100] Creating Layer bn4b18_branch2c
I1106 23:51:22.325911 22079 net.cpp:444] bn4b18_branch2c <- res4b18_branch2c
I1106 23:51:22.325914 22079 net.cpp:405] bn4b18_branch2c -> res4b18_branch2c (in-place)
I1106 23:51:22.326303 22079 net.cpp:150] Setting up bn4b18_branch2c
I1106 23:51:22.326313 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.326314 22079 net.cpp:165] Memory required for data: 310489100
I1106 23:51:22.326339 22079 layer_factory.hpp:77] Creating layer scale4b18_branch2c
I1106 23:51:22.326344 22079 net.cpp:100] Creating Layer scale4b18_branch2c
I1106 23:51:22.326346 22079 net.cpp:444] scale4b18_branch2c <- res4b18_branch2c
I1106 23:51:22.326351 22079 net.cpp:405] scale4b18_branch2c -> res4b18_branch2c (in-place)
I1106 23:51:22.326417 22079 layer_factory.hpp:77] Creating layer scale4b18_branch2c
I1106 23:51:22.326629 22079 net.cpp:150] Setting up scale4b18_branch2c
I1106 23:51:22.326637 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.326638 22079 net.cpp:165] Memory required for data: 311291916
I1106 23:51:22.326643 22079 layer_factory.hpp:77] Creating layer res4b18
I1106 23:51:22.326647 22079 net.cpp:100] Creating Layer res4b18
I1106 23:51:22.326653 22079 net.cpp:444] res4b18 <- res4b17_res4b17_relu_0_split_1
I1106 23:51:22.326655 22079 net.cpp:444] res4b18 <- res4b18_branch2c
I1106 23:51:22.326659 22079 net.cpp:418] res4b18 -> res4b18
I1106 23:51:22.326700 22079 net.cpp:150] Setting up res4b18
I1106 23:51:22.326707 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.326709 22079 net.cpp:165] Memory required for data: 312094732
I1106 23:51:22.326711 22079 layer_factory.hpp:77] Creating layer res4b18_relu
I1106 23:51:22.326715 22079 net.cpp:100] Creating Layer res4b18_relu
I1106 23:51:22.326719 22079 net.cpp:444] res4b18_relu <- res4b18
I1106 23:51:22.326722 22079 net.cpp:405] res4b18_relu -> res4b18 (in-place)
I1106 23:51:22.326891 22079 net.cpp:150] Setting up res4b18_relu
I1106 23:51:22.326899 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.326901 22079 net.cpp:165] Memory required for data: 312897548
I1106 23:51:22.326903 22079 layer_factory.hpp:77] Creating layer res4b18_res4b18_relu_0_split
I1106 23:51:22.326908 22079 net.cpp:100] Creating Layer res4b18_res4b18_relu_0_split
I1106 23:51:22.326911 22079 net.cpp:444] res4b18_res4b18_relu_0_split <- res4b18
I1106 23:51:22.326916 22079 net.cpp:418] res4b18_res4b18_relu_0_split -> res4b18_res4b18_relu_0_split_0
I1106 23:51:22.326923 22079 net.cpp:418] res4b18_res4b18_relu_0_split -> res4b18_res4b18_relu_0_split_1
I1106 23:51:22.326997 22079 net.cpp:150] Setting up res4b18_res4b18_relu_0_split
I1106 23:51:22.327003 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.327005 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.327008 22079 net.cpp:165] Memory required for data: 314503180
I1106 23:51:22.327009 22079 layer_factory.hpp:77] Creating layer res4b19_branch2a
I1106 23:51:22.327019 22079 net.cpp:100] Creating Layer res4b19_branch2a
I1106 23:51:22.327024 22079 net.cpp:444] res4b19_branch2a <- res4b18_res4b18_relu_0_split_0
I1106 23:51:22.327028 22079 net.cpp:418] res4b19_branch2a -> res4b19_branch2a
I1106 23:51:22.328493 22079 net.cpp:150] Setting up res4b19_branch2a
I1106 23:51:22.328506 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.328510 22079 net.cpp:165] Memory required for data: 314703884
I1106 23:51:22.328514 22079 layer_factory.hpp:77] Creating layer bn4b19_branch2a
I1106 23:51:22.328521 22079 net.cpp:100] Creating Layer bn4b19_branch2a
I1106 23:51:22.328524 22079 net.cpp:444] bn4b19_branch2a <- res4b19_branch2a
I1106 23:51:22.328528 22079 net.cpp:405] bn4b19_branch2a -> res4b19_branch2a (in-place)
I1106 23:51:22.328907 22079 net.cpp:150] Setting up bn4b19_branch2a
I1106 23:51:22.328913 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.328915 22079 net.cpp:165] Memory required for data: 314904588
I1106 23:51:22.328920 22079 layer_factory.hpp:77] Creating layer scale4b19_branch2a
I1106 23:51:22.328927 22079 net.cpp:100] Creating Layer scale4b19_branch2a
I1106 23:51:22.328930 22079 net.cpp:444] scale4b19_branch2a <- res4b19_branch2a
I1106 23:51:22.328933 22079 net.cpp:405] scale4b19_branch2a -> res4b19_branch2a (in-place)
I1106 23:51:22.329017 22079 layer_factory.hpp:77] Creating layer scale4b19_branch2a
I1106 23:51:22.329211 22079 net.cpp:150] Setting up scale4b19_branch2a
I1106 23:51:22.329217 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.329219 22079 net.cpp:165] Memory required for data: 315105292
I1106 23:51:22.329224 22079 layer_factory.hpp:77] Creating layer res4b19_branch2a_relu
I1106 23:51:22.329229 22079 net.cpp:100] Creating Layer res4b19_branch2a_relu
I1106 23:51:22.329234 22079 net.cpp:444] res4b19_branch2a_relu <- res4b19_branch2a
I1106 23:51:22.329237 22079 net.cpp:405] res4b19_branch2a_relu -> res4b19_branch2a (in-place)
I1106 23:51:22.329406 22079 net.cpp:150] Setting up res4b19_branch2a_relu
I1106 23:51:22.329412 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.329416 22079 net.cpp:165] Memory required for data: 315305996
I1106 23:51:22.329417 22079 layer_factory.hpp:77] Creating layer res4b19_branch2b
I1106 23:51:22.329426 22079 net.cpp:100] Creating Layer res4b19_branch2b
I1106 23:51:22.329429 22079 net.cpp:444] res4b19_branch2b <- res4b19_branch2a
I1106 23:51:22.329435 22079 net.cpp:418] res4b19_branch2b -> res4b19_branch2b
I1106 23:51:22.332901 22079 net.cpp:150] Setting up res4b19_branch2b
I1106 23:51:22.332914 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.332917 22079 net.cpp:165] Memory required for data: 315506700
I1106 23:51:22.332922 22079 layer_factory.hpp:77] Creating layer bn4b19_branch2b
I1106 23:51:22.332928 22079 net.cpp:100] Creating Layer bn4b19_branch2b
I1106 23:51:22.332931 22079 net.cpp:444] bn4b19_branch2b <- res4b19_branch2b
I1106 23:51:22.332937 22079 net.cpp:405] bn4b19_branch2b -> res4b19_branch2b (in-place)
I1106 23:51:22.333326 22079 net.cpp:150] Setting up bn4b19_branch2b
I1106 23:51:22.333333 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.333335 22079 net.cpp:165] Memory required for data: 315707404
I1106 23:51:22.333359 22079 layer_factory.hpp:77] Creating layer scale4b19_branch2b
I1106 23:51:22.333365 22079 net.cpp:100] Creating Layer scale4b19_branch2b
I1106 23:51:22.333369 22079 net.cpp:444] scale4b19_branch2b <- res4b19_branch2b
I1106 23:51:22.333372 22079 net.cpp:405] scale4b19_branch2b -> res4b19_branch2b (in-place)
I1106 23:51:22.333446 22079 layer_factory.hpp:77] Creating layer scale4b19_branch2b
I1106 23:51:22.333639 22079 net.cpp:150] Setting up scale4b19_branch2b
I1106 23:51:22.333647 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.333648 22079 net.cpp:165] Memory required for data: 315908108
I1106 23:51:22.333653 22079 layer_factory.hpp:77] Creating layer res4b19_branch2b_relu
I1106 23:51:22.333658 22079 net.cpp:100] Creating Layer res4b19_branch2b_relu
I1106 23:51:22.333662 22079 net.cpp:444] res4b19_branch2b_relu <- res4b19_branch2b
I1106 23:51:22.333667 22079 net.cpp:405] res4b19_branch2b_relu -> res4b19_branch2b (in-place)
I1106 23:51:22.333863 22079 net.cpp:150] Setting up res4b19_branch2b_relu
I1106 23:51:22.333870 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.333873 22079 net.cpp:165] Memory required for data: 316108812
I1106 23:51:22.333875 22079 layer_factory.hpp:77] Creating layer res4b19_branch2c
I1106 23:51:22.333884 22079 net.cpp:100] Creating Layer res4b19_branch2c
I1106 23:51:22.333887 22079 net.cpp:444] res4b19_branch2c <- res4b19_branch2b
I1106 23:51:22.333894 22079 net.cpp:418] res4b19_branch2c -> res4b19_branch2c
I1106 23:51:22.337299 22079 net.cpp:150] Setting up res4b19_branch2c
I1106 23:51:22.337313 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.337316 22079 net.cpp:165] Memory required for data: 316911628
I1106 23:51:22.337321 22079 layer_factory.hpp:77] Creating layer bn4b19_branch2c
I1106 23:51:22.337327 22079 net.cpp:100] Creating Layer bn4b19_branch2c
I1106 23:51:22.337329 22079 net.cpp:444] bn4b19_branch2c <- res4b19_branch2c
I1106 23:51:22.337335 22079 net.cpp:405] bn4b19_branch2c -> res4b19_branch2c (in-place)
I1106 23:51:22.337728 22079 net.cpp:150] Setting up bn4b19_branch2c
I1106 23:51:22.337733 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.337735 22079 net.cpp:165] Memory required for data: 317714444
I1106 23:51:22.337759 22079 layer_factory.hpp:77] Creating layer scale4b19_branch2c
I1106 23:51:22.337766 22079 net.cpp:100] Creating Layer scale4b19_branch2c
I1106 23:51:22.337769 22079 net.cpp:444] scale4b19_branch2c <- res4b19_branch2c
I1106 23:51:22.337774 22079 net.cpp:405] scale4b19_branch2c -> res4b19_branch2c (in-place)
I1106 23:51:22.337841 22079 layer_factory.hpp:77] Creating layer scale4b19_branch2c
I1106 23:51:22.338047 22079 net.cpp:150] Setting up scale4b19_branch2c
I1106 23:51:22.338054 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.338057 22079 net.cpp:165] Memory required for data: 318517260
I1106 23:51:22.338062 22079 layer_factory.hpp:77] Creating layer res4b19
I1106 23:51:22.338065 22079 net.cpp:100] Creating Layer res4b19
I1106 23:51:22.338074 22079 net.cpp:444] res4b19 <- res4b18_res4b18_relu_0_split_1
I1106 23:51:22.338078 22079 net.cpp:444] res4b19 <- res4b19_branch2c
I1106 23:51:22.338083 22079 net.cpp:418] res4b19 -> res4b19
I1106 23:51:22.338124 22079 net.cpp:150] Setting up res4b19
I1106 23:51:22.338130 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.338134 22079 net.cpp:165] Memory required for data: 319320076
I1106 23:51:22.338135 22079 layer_factory.hpp:77] Creating layer res4b19_relu
I1106 23:51:22.338140 22079 net.cpp:100] Creating Layer res4b19_relu
I1106 23:51:22.338142 22079 net.cpp:444] res4b19_relu <- res4b19
I1106 23:51:22.338147 22079 net.cpp:405] res4b19_relu -> res4b19 (in-place)
I1106 23:51:22.338716 22079 net.cpp:150] Setting up res4b19_relu
I1106 23:51:22.338727 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.338731 22079 net.cpp:165] Memory required for data: 320122892
I1106 23:51:22.338750 22079 layer_factory.hpp:77] Creating layer res4b19_res4b19_relu_0_split
I1106 23:51:22.338758 22079 net.cpp:100] Creating Layer res4b19_res4b19_relu_0_split
I1106 23:51:22.338762 22079 net.cpp:444] res4b19_res4b19_relu_0_split <- res4b19
I1106 23:51:22.338767 22079 net.cpp:418] res4b19_res4b19_relu_0_split -> res4b19_res4b19_relu_0_split_0
I1106 23:51:22.338773 22079 net.cpp:418] res4b19_res4b19_relu_0_split -> res4b19_res4b19_relu_0_split_1
I1106 23:51:22.338850 22079 net.cpp:150] Setting up res4b19_res4b19_relu_0_split
I1106 23:51:22.338856 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.338860 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.338861 22079 net.cpp:165] Memory required for data: 321728524
I1106 23:51:22.338865 22079 layer_factory.hpp:77] Creating layer res4b20_branch2a
I1106 23:51:22.338871 22079 net.cpp:100] Creating Layer res4b20_branch2a
I1106 23:51:22.338876 22079 net.cpp:444] res4b20_branch2a <- res4b19_res4b19_relu_0_split_0
I1106 23:51:22.338884 22079 net.cpp:418] res4b20_branch2a -> res4b20_branch2a
I1106 23:51:22.339979 22079 net.cpp:150] Setting up res4b20_branch2a
I1106 23:51:22.339988 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.339992 22079 net.cpp:165] Memory required for data: 321929228
I1106 23:51:22.340013 22079 layer_factory.hpp:77] Creating layer bn4b20_branch2a
I1106 23:51:22.340021 22079 net.cpp:100] Creating Layer bn4b20_branch2a
I1106 23:51:22.340024 22079 net.cpp:444] bn4b20_branch2a <- res4b20_branch2a
I1106 23:51:22.340029 22079 net.cpp:405] bn4b20_branch2a -> res4b20_branch2a (in-place)
I1106 23:51:22.340397 22079 net.cpp:150] Setting up bn4b20_branch2a
I1106 23:51:22.340404 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.340405 22079 net.cpp:165] Memory required for data: 322129932
I1106 23:51:22.340448 22079 layer_factory.hpp:77] Creating layer scale4b20_branch2a
I1106 23:51:22.340454 22079 net.cpp:100] Creating Layer scale4b20_branch2a
I1106 23:51:22.340458 22079 net.cpp:444] scale4b20_branch2a <- res4b20_branch2a
I1106 23:51:22.340462 22079 net.cpp:405] scale4b20_branch2a -> res4b20_branch2a (in-place)
I1106 23:51:22.340533 22079 layer_factory.hpp:77] Creating layer scale4b20_branch2a
I1106 23:51:22.340735 22079 net.cpp:150] Setting up scale4b20_branch2a
I1106 23:51:22.340742 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.340744 22079 net.cpp:165] Memory required for data: 322330636
I1106 23:51:22.340749 22079 layer_factory.hpp:77] Creating layer res4b20_branch2a_relu
I1106 23:51:22.340754 22079 net.cpp:100] Creating Layer res4b20_branch2a_relu
I1106 23:51:22.340759 22079 net.cpp:444] res4b20_branch2a_relu <- res4b20_branch2a
I1106 23:51:22.340761 22079 net.cpp:405] res4b20_branch2a_relu -> res4b20_branch2a (in-place)
I1106 23:51:22.341330 22079 net.cpp:150] Setting up res4b20_branch2a_relu
I1106 23:51:22.341341 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.341342 22079 net.cpp:165] Memory required for data: 322531340
I1106 23:51:22.341363 22079 layer_factory.hpp:77] Creating layer res4b20_branch2b
I1106 23:51:22.341372 22079 net.cpp:100] Creating Layer res4b20_branch2b
I1106 23:51:22.341374 22079 net.cpp:444] res4b20_branch2b <- res4b20_branch2a
I1106 23:51:22.341379 22079 net.cpp:418] res4b20_branch2b -> res4b20_branch2b
I1106 23:51:22.344846 22079 net.cpp:150] Setting up res4b20_branch2b
I1106 23:51:22.344858 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.344861 22079 net.cpp:165] Memory required for data: 322732044
I1106 23:51:22.344866 22079 layer_factory.hpp:77] Creating layer bn4b20_branch2b
I1106 23:51:22.344873 22079 net.cpp:100] Creating Layer bn4b20_branch2b
I1106 23:51:22.344877 22079 net.cpp:444] bn4b20_branch2b <- res4b20_branch2b
I1106 23:51:22.344880 22079 net.cpp:405] bn4b20_branch2b -> res4b20_branch2b (in-place)
I1106 23:51:22.345278 22079 net.cpp:150] Setting up bn4b20_branch2b
I1106 23:51:22.345285 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.345288 22079 net.cpp:165] Memory required for data: 322932748
I1106 23:51:22.345310 22079 layer_factory.hpp:77] Creating layer scale4b20_branch2b
I1106 23:51:22.345316 22079 net.cpp:100] Creating Layer scale4b20_branch2b
I1106 23:51:22.345319 22079 net.cpp:444] scale4b20_branch2b <- res4b20_branch2b
I1106 23:51:22.345324 22079 net.cpp:405] scale4b20_branch2b -> res4b20_branch2b (in-place)
I1106 23:51:22.345396 22079 layer_factory.hpp:77] Creating layer scale4b20_branch2b
I1106 23:51:22.345598 22079 net.cpp:150] Setting up scale4b20_branch2b
I1106 23:51:22.345604 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.345607 22079 net.cpp:165] Memory required for data: 323133452
I1106 23:51:22.345612 22079 layer_factory.hpp:77] Creating layer res4b20_branch2b_relu
I1106 23:51:22.345616 22079 net.cpp:100] Creating Layer res4b20_branch2b_relu
I1106 23:51:22.345624 22079 net.cpp:444] res4b20_branch2b_relu <- res4b20_branch2b
I1106 23:51:22.345628 22079 net.cpp:405] res4b20_branch2b_relu -> res4b20_branch2b (in-place)
I1106 23:51:22.345808 22079 net.cpp:150] Setting up res4b20_branch2b_relu
I1106 23:51:22.345818 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.345819 22079 net.cpp:165] Memory required for data: 323334156
I1106 23:51:22.345823 22079 layer_factory.hpp:77] Creating layer res4b20_branch2c
I1106 23:51:22.345829 22079 net.cpp:100] Creating Layer res4b20_branch2c
I1106 23:51:22.345834 22079 net.cpp:444] res4b20_branch2c <- res4b20_branch2b
I1106 23:51:22.345839 22079 net.cpp:418] res4b20_branch2c -> res4b20_branch2c
I1106 23:51:22.348801 22079 net.cpp:150] Setting up res4b20_branch2c
I1106 23:51:22.348831 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.348834 22079 net.cpp:165] Memory required for data: 324136972
I1106 23:51:22.348839 22079 layer_factory.hpp:77] Creating layer bn4b20_branch2c
I1106 23:51:22.348846 22079 net.cpp:100] Creating Layer bn4b20_branch2c
I1106 23:51:22.348850 22079 net.cpp:444] bn4b20_branch2c <- res4b20_branch2c
I1106 23:51:22.348855 22079 net.cpp:405] bn4b20_branch2c -> res4b20_branch2c (in-place)
I1106 23:51:22.349270 22079 net.cpp:150] Setting up bn4b20_branch2c
I1106 23:51:22.349277 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.349279 22079 net.cpp:165] Memory required for data: 324939788
I1106 23:51:22.349303 22079 layer_factory.hpp:77] Creating layer scale4b20_branch2c
I1106 23:51:22.349308 22079 net.cpp:100] Creating Layer scale4b20_branch2c
I1106 23:51:22.349310 22079 net.cpp:444] scale4b20_branch2c <- res4b20_branch2c
I1106 23:51:22.349316 22079 net.cpp:405] scale4b20_branch2c -> res4b20_branch2c (in-place)
I1106 23:51:22.349385 22079 layer_factory.hpp:77] Creating layer scale4b20_branch2c
I1106 23:51:22.349598 22079 net.cpp:150] Setting up scale4b20_branch2c
I1106 23:51:22.349606 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.349607 22079 net.cpp:165] Memory required for data: 325742604
I1106 23:51:22.349612 22079 layer_factory.hpp:77] Creating layer res4b20
I1106 23:51:22.349617 22079 net.cpp:100] Creating Layer res4b20
I1106 23:51:22.349620 22079 net.cpp:444] res4b20 <- res4b19_res4b19_relu_0_split_1
I1106 23:51:22.349623 22079 net.cpp:444] res4b20 <- res4b20_branch2c
I1106 23:51:22.349627 22079 net.cpp:418] res4b20 -> res4b20
I1106 23:51:22.349670 22079 net.cpp:150] Setting up res4b20
I1106 23:51:22.349678 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.349679 22079 net.cpp:165] Memory required for data: 326545420
I1106 23:51:22.349681 22079 layer_factory.hpp:77] Creating layer res4b20_relu
I1106 23:51:22.349686 22079 net.cpp:100] Creating Layer res4b20_relu
I1106 23:51:22.349689 22079 net.cpp:444] res4b20_relu <- res4b20
I1106 23:51:22.349692 22079 net.cpp:405] res4b20_relu -> res4b20 (in-place)
I1106 23:51:22.349871 22079 net.cpp:150] Setting up res4b20_relu
I1106 23:51:22.349879 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.349881 22079 net.cpp:165] Memory required for data: 327348236
I1106 23:51:22.349884 22079 layer_factory.hpp:77] Creating layer res4b20_res4b20_relu_0_split
I1106 23:51:22.349889 22079 net.cpp:100] Creating Layer res4b20_res4b20_relu_0_split
I1106 23:51:22.349891 22079 net.cpp:444] res4b20_res4b20_relu_0_split <- res4b20
I1106 23:51:22.349897 22079 net.cpp:418] res4b20_res4b20_relu_0_split -> res4b20_res4b20_relu_0_split_0
I1106 23:51:22.349903 22079 net.cpp:418] res4b20_res4b20_relu_0_split -> res4b20_res4b20_relu_0_split_1
I1106 23:51:22.349980 22079 net.cpp:150] Setting up res4b20_res4b20_relu_0_split
I1106 23:51:22.349987 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.349989 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.349992 22079 net.cpp:165] Memory required for data: 328953868
I1106 23:51:22.349994 22079 layer_factory.hpp:77] Creating layer res4b21_branch2a
I1106 23:51:22.350003 22079 net.cpp:100] Creating Layer res4b21_branch2a
I1106 23:51:22.350006 22079 net.cpp:444] res4b21_branch2a <- res4b20_res4b20_relu_0_split_0
I1106 23:51:22.350013 22079 net.cpp:418] res4b21_branch2a -> res4b21_branch2a
I1106 23:51:22.351496 22079 net.cpp:150] Setting up res4b21_branch2a
I1106 23:51:22.351507 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.351511 22079 net.cpp:165] Memory required for data: 329154572
I1106 23:51:22.351532 22079 layer_factory.hpp:77] Creating layer bn4b21_branch2a
I1106 23:51:22.351541 22079 net.cpp:100] Creating Layer bn4b21_branch2a
I1106 23:51:22.351546 22079 net.cpp:444] bn4b21_branch2a <- res4b21_branch2a
I1106 23:51:22.351549 22079 net.cpp:405] bn4b21_branch2a -> res4b21_branch2a (in-place)
I1106 23:51:22.351923 22079 net.cpp:150] Setting up bn4b21_branch2a
I1106 23:51:22.351930 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.351933 22079 net.cpp:165] Memory required for data: 329355276
I1106 23:51:22.351955 22079 layer_factory.hpp:77] Creating layer scale4b21_branch2a
I1106 23:51:22.351963 22079 net.cpp:100] Creating Layer scale4b21_branch2a
I1106 23:51:22.351965 22079 net.cpp:444] scale4b21_branch2a <- res4b21_branch2a
I1106 23:51:22.351969 22079 net.cpp:405] scale4b21_branch2a -> res4b21_branch2a (in-place)
I1106 23:51:22.352038 22079 layer_factory.hpp:77] Creating layer scale4b21_branch2a
I1106 23:51:22.352241 22079 net.cpp:150] Setting up scale4b21_branch2a
I1106 23:51:22.352247 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.352249 22079 net.cpp:165] Memory required for data: 329555980
I1106 23:51:22.352254 22079 layer_factory.hpp:77] Creating layer res4b21_branch2a_relu
I1106 23:51:22.352258 22079 net.cpp:100] Creating Layer res4b21_branch2a_relu
I1106 23:51:22.352262 22079 net.cpp:444] res4b21_branch2a_relu <- res4b21_branch2a
I1106 23:51:22.352267 22079 net.cpp:405] res4b21_branch2a_relu -> res4b21_branch2a (in-place)
I1106 23:51:22.352440 22079 net.cpp:150] Setting up res4b21_branch2a_relu
I1106 23:51:22.352448 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.352450 22079 net.cpp:165] Memory required for data: 329756684
I1106 23:51:22.352453 22079 layer_factory.hpp:77] Creating layer res4b21_branch2b
I1106 23:51:22.352461 22079 net.cpp:100] Creating Layer res4b21_branch2b
I1106 23:51:22.352464 22079 net.cpp:444] res4b21_branch2b <- res4b21_branch2a
I1106 23:51:22.352470 22079 net.cpp:418] res4b21_branch2b -> res4b21_branch2b
I1106 23:51:22.355924 22079 net.cpp:150] Setting up res4b21_branch2b
I1106 23:51:22.355937 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.355938 22079 net.cpp:165] Memory required for data: 329957388
I1106 23:51:22.355943 22079 layer_factory.hpp:77] Creating layer bn4b21_branch2b
I1106 23:51:22.355949 22079 net.cpp:100] Creating Layer bn4b21_branch2b
I1106 23:51:22.355952 22079 net.cpp:444] bn4b21_branch2b <- res4b21_branch2b
I1106 23:51:22.355958 22079 net.cpp:405] bn4b21_branch2b -> res4b21_branch2b (in-place)
I1106 23:51:22.356353 22079 net.cpp:150] Setting up bn4b21_branch2b
I1106 23:51:22.356360 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.356362 22079 net.cpp:165] Memory required for data: 330158092
I1106 23:51:22.356386 22079 layer_factory.hpp:77] Creating layer scale4b21_branch2b
I1106 23:51:22.356395 22079 net.cpp:100] Creating Layer scale4b21_branch2b
I1106 23:51:22.356398 22079 net.cpp:444] scale4b21_branch2b <- res4b21_branch2b
I1106 23:51:22.356405 22079 net.cpp:405] scale4b21_branch2b -> res4b21_branch2b (in-place)
I1106 23:51:22.356474 22079 layer_factory.hpp:77] Creating layer scale4b21_branch2b
I1106 23:51:22.356673 22079 net.cpp:150] Setting up scale4b21_branch2b
I1106 23:51:22.356679 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.356681 22079 net.cpp:165] Memory required for data: 330358796
I1106 23:51:22.356686 22079 layer_factory.hpp:77] Creating layer res4b21_branch2b_relu
I1106 23:51:22.356690 22079 net.cpp:100] Creating Layer res4b21_branch2b_relu
I1106 23:51:22.356694 22079 net.cpp:444] res4b21_branch2b_relu <- res4b21_branch2b
I1106 23:51:22.356699 22079 net.cpp:405] res4b21_branch2b_relu -> res4b21_branch2b (in-place)
I1106 23:51:22.356884 22079 net.cpp:150] Setting up res4b21_branch2b_relu
I1106 23:51:22.356892 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.356894 22079 net.cpp:165] Memory required for data: 330559500
I1106 23:51:22.356897 22079 layer_factory.hpp:77] Creating layer res4b21_branch2c
I1106 23:51:22.356905 22079 net.cpp:100] Creating Layer res4b21_branch2c
I1106 23:51:22.356909 22079 net.cpp:444] res4b21_branch2c <- res4b21_branch2b
I1106 23:51:22.356916 22079 net.cpp:418] res4b21_branch2c -> res4b21_branch2c
I1106 23:51:22.359719 22079 net.cpp:150] Setting up res4b21_branch2c
I1106 23:51:22.359731 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.359733 22079 net.cpp:165] Memory required for data: 331362316
I1106 23:51:22.359738 22079 layer_factory.hpp:77] Creating layer bn4b21_branch2c
I1106 23:51:22.359745 22079 net.cpp:100] Creating Layer bn4b21_branch2c
I1106 23:51:22.359747 22079 net.cpp:444] bn4b21_branch2c <- res4b21_branch2c
I1106 23:51:22.359753 22079 net.cpp:405] bn4b21_branch2c -> res4b21_branch2c (in-place)
I1106 23:51:22.360157 22079 net.cpp:150] Setting up bn4b21_branch2c
I1106 23:51:22.360164 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.360167 22079 net.cpp:165] Memory required for data: 332165132
I1106 23:51:22.360189 22079 layer_factory.hpp:77] Creating layer scale4b21_branch2c
I1106 23:51:22.360198 22079 net.cpp:100] Creating Layer scale4b21_branch2c
I1106 23:51:22.360200 22079 net.cpp:444] scale4b21_branch2c <- res4b21_branch2c
I1106 23:51:22.360205 22079 net.cpp:405] scale4b21_branch2c -> res4b21_branch2c (in-place)
I1106 23:51:22.360272 22079 layer_factory.hpp:77] Creating layer scale4b21_branch2c
I1106 23:51:22.360486 22079 net.cpp:150] Setting up scale4b21_branch2c
I1106 23:51:22.360492 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.360496 22079 net.cpp:165] Memory required for data: 332967948
I1106 23:51:22.360501 22079 layer_factory.hpp:77] Creating layer res4b21
I1106 23:51:22.360504 22079 net.cpp:100] Creating Layer res4b21
I1106 23:51:22.360507 22079 net.cpp:444] res4b21 <- res4b20_res4b20_relu_0_split_1
I1106 23:51:22.360512 22079 net.cpp:444] res4b21 <- res4b21_branch2c
I1106 23:51:22.360517 22079 net.cpp:418] res4b21 -> res4b21
I1106 23:51:22.360560 22079 net.cpp:150] Setting up res4b21
I1106 23:51:22.360566 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.360569 22079 net.cpp:165] Memory required for data: 333770764
I1106 23:51:22.360571 22079 layer_factory.hpp:77] Creating layer res4b21_relu
I1106 23:51:22.360577 22079 net.cpp:100] Creating Layer res4b21_relu
I1106 23:51:22.360580 22079 net.cpp:444] res4b21_relu <- res4b21
I1106 23:51:22.360584 22079 net.cpp:405] res4b21_relu -> res4b21 (in-place)
I1106 23:51:22.361165 22079 net.cpp:150] Setting up res4b21_relu
I1106 23:51:22.361176 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.361179 22079 net.cpp:165] Memory required for data: 334573580
I1106 23:51:22.361199 22079 layer_factory.hpp:77] Creating layer res4b21_res4b21_relu_0_split
I1106 23:51:22.361205 22079 net.cpp:100] Creating Layer res4b21_res4b21_relu_0_split
I1106 23:51:22.361208 22079 net.cpp:444] res4b21_res4b21_relu_0_split <- res4b21
I1106 23:51:22.361212 22079 net.cpp:418] res4b21_res4b21_relu_0_split -> res4b21_res4b21_relu_0_split_0
I1106 23:51:22.361218 22079 net.cpp:418] res4b21_res4b21_relu_0_split -> res4b21_res4b21_relu_0_split_1
I1106 23:51:22.361299 22079 net.cpp:150] Setting up res4b21_res4b21_relu_0_split
I1106 23:51:22.361307 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.361310 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.361312 22079 net.cpp:165] Memory required for data: 336179212
I1106 23:51:22.361315 22079 layer_factory.hpp:77] Creating layer res4b22_branch2a
I1106 23:51:22.361321 22079 net.cpp:100] Creating Layer res4b22_branch2a
I1106 23:51:22.361325 22079 net.cpp:444] res4b22_branch2a <- res4b21_res4b21_relu_0_split_0
I1106 23:51:22.361331 22079 net.cpp:418] res4b22_branch2a -> res4b22_branch2a
I1106 23:51:22.362352 22079 net.cpp:150] Setting up res4b22_branch2a
I1106 23:51:22.362362 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.362365 22079 net.cpp:165] Memory required for data: 336379916
I1106 23:51:22.362368 22079 layer_factory.hpp:77] Creating layer bn4b22_branch2a
I1106 23:51:22.362376 22079 net.cpp:100] Creating Layer bn4b22_branch2a
I1106 23:51:22.362378 22079 net.cpp:444] bn4b22_branch2a <- res4b22_branch2a
I1106 23:51:22.362382 22079 net.cpp:405] bn4b22_branch2a -> res4b22_branch2a (in-place)
I1106 23:51:22.362771 22079 net.cpp:150] Setting up bn4b22_branch2a
I1106 23:51:22.362777 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.362779 22079 net.cpp:165] Memory required for data: 336580620
I1106 23:51:22.362784 22079 layer_factory.hpp:77] Creating layer scale4b22_branch2a
I1106 23:51:22.362790 22079 net.cpp:100] Creating Layer scale4b22_branch2a
I1106 23:51:22.362792 22079 net.cpp:444] scale4b22_branch2a <- res4b22_branch2a
I1106 23:51:22.362798 22079 net.cpp:405] scale4b22_branch2a -> res4b22_branch2a (in-place)
I1106 23:51:22.362882 22079 layer_factory.hpp:77] Creating layer scale4b22_branch2a
I1106 23:51:22.363112 22079 net.cpp:150] Setting up scale4b22_branch2a
I1106 23:51:22.363119 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.363122 22079 net.cpp:165] Memory required for data: 336781324
I1106 23:51:22.363127 22079 layer_factory.hpp:77] Creating layer res4b22_branch2a_relu
I1106 23:51:22.363132 22079 net.cpp:100] Creating Layer res4b22_branch2a_relu
I1106 23:51:22.363137 22079 net.cpp:444] res4b22_branch2a_relu <- res4b22_branch2a
I1106 23:51:22.363140 22079 net.cpp:405] res4b22_branch2a_relu -> res4b22_branch2a (in-place)
I1106 23:51:22.363754 22079 net.cpp:150] Setting up res4b22_branch2a_relu
I1106 23:51:22.363765 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.363767 22079 net.cpp:165] Memory required for data: 336982028
I1106 23:51:22.363770 22079 layer_factory.hpp:77] Creating layer res4b22_branch2b
I1106 23:51:22.363797 22079 net.cpp:100] Creating Layer res4b22_branch2b
I1106 23:51:22.363801 22079 net.cpp:444] res4b22_branch2b <- res4b22_branch2a
I1106 23:51:22.363806 22079 net.cpp:418] res4b22_branch2b -> res4b22_branch2b
I1106 23:51:22.367506 22079 net.cpp:150] Setting up res4b22_branch2b
I1106 23:51:22.367518 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.367522 22079 net.cpp:165] Memory required for data: 337182732
I1106 23:51:22.367545 22079 layer_factory.hpp:77] Creating layer bn4b22_branch2b
I1106 23:51:22.367571 22079 net.cpp:100] Creating Layer bn4b22_branch2b
I1106 23:51:22.367575 22079 net.cpp:444] bn4b22_branch2b <- res4b22_branch2b
I1106 23:51:22.367594 22079 net.cpp:405] bn4b22_branch2b -> res4b22_branch2b (in-place)
I1106 23:51:22.368001 22079 net.cpp:150] Setting up bn4b22_branch2b
I1106 23:51:22.368008 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.368010 22079 net.cpp:165] Memory required for data: 337383436
I1106 23:51:22.368033 22079 layer_factory.hpp:77] Creating layer scale4b22_branch2b
I1106 23:51:22.368039 22079 net.cpp:100] Creating Layer scale4b22_branch2b
I1106 23:51:22.368041 22079 net.cpp:444] scale4b22_branch2b <- res4b22_branch2b
I1106 23:51:22.368047 22079 net.cpp:405] scale4b22_branch2b -> res4b22_branch2b (in-place)
I1106 23:51:22.368120 22079 layer_factory.hpp:77] Creating layer scale4b22_branch2b
I1106 23:51:22.368322 22079 net.cpp:150] Setting up scale4b22_branch2b
I1106 23:51:22.368330 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.368331 22079 net.cpp:165] Memory required for data: 337584140
I1106 23:51:22.368336 22079 layer_factory.hpp:77] Creating layer res4b22_branch2b_relu
I1106 23:51:22.368341 22079 net.cpp:100] Creating Layer res4b22_branch2b_relu
I1106 23:51:22.368350 22079 net.cpp:444] res4b22_branch2b_relu <- res4b22_branch2b
I1106 23:51:22.368352 22079 net.cpp:405] res4b22_branch2b_relu -> res4b22_branch2b (in-place)
I1106 23:51:22.368536 22079 net.cpp:150] Setting up res4b22_branch2b_relu
I1106 23:51:22.368544 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.368547 22079 net.cpp:165] Memory required for data: 337784844
I1106 23:51:22.368551 22079 layer_factory.hpp:77] Creating layer res4b22_branch2c
I1106 23:51:22.368557 22079 net.cpp:100] Creating Layer res4b22_branch2c
I1106 23:51:22.368562 22079 net.cpp:444] res4b22_branch2c <- res4b22_branch2b
I1106 23:51:22.368566 22079 net.cpp:418] res4b22_branch2c -> res4b22_branch2c
I1106 23:51:22.371402 22079 net.cpp:150] Setting up res4b22_branch2c
I1106 23:51:22.371414 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.371417 22079 net.cpp:165] Memory required for data: 338587660
I1106 23:51:22.371421 22079 layer_factory.hpp:77] Creating layer bn4b22_branch2c
I1106 23:51:22.371428 22079 net.cpp:100] Creating Layer bn4b22_branch2c
I1106 23:51:22.371431 22079 net.cpp:444] bn4b22_branch2c <- res4b22_branch2c
I1106 23:51:22.371438 22079 net.cpp:405] bn4b22_branch2c -> res4b22_branch2c (in-place)
I1106 23:51:22.371847 22079 net.cpp:150] Setting up bn4b22_branch2c
I1106 23:51:22.371855 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.371856 22079 net.cpp:165] Memory required for data: 339390476
I1106 23:51:22.371879 22079 layer_factory.hpp:77] Creating layer scale4b22_branch2c
I1106 23:51:22.371886 22079 net.cpp:100] Creating Layer scale4b22_branch2c
I1106 23:51:22.371888 22079 net.cpp:444] scale4b22_branch2c <- res4b22_branch2c
I1106 23:51:22.371893 22079 net.cpp:405] scale4b22_branch2c -> res4b22_branch2c (in-place)
I1106 23:51:22.371963 22079 layer_factory.hpp:77] Creating layer scale4b22_branch2c
I1106 23:51:22.372180 22079 net.cpp:150] Setting up scale4b22_branch2c
I1106 23:51:22.372187 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.372189 22079 net.cpp:165] Memory required for data: 340193292
I1106 23:51:22.372195 22079 layer_factory.hpp:77] Creating layer res4b22
I1106 23:51:22.372198 22079 net.cpp:100] Creating Layer res4b22
I1106 23:51:22.372207 22079 net.cpp:444] res4b22 <- res4b21_res4b21_relu_0_split_1
I1106 23:51:22.372210 22079 net.cpp:444] res4b22 <- res4b22_branch2c
I1106 23:51:22.372215 22079 net.cpp:418] res4b22 -> res4b22
I1106 23:51:22.372257 22079 net.cpp:150] Setting up res4b22
I1106 23:51:22.372263 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.372267 22079 net.cpp:165] Memory required for data: 340996108
I1106 23:51:22.372268 22079 layer_factory.hpp:77] Creating layer res4b22_relu
I1106 23:51:22.372272 22079 net.cpp:100] Creating Layer res4b22_relu
I1106 23:51:22.372275 22079 net.cpp:444] res4b22_relu <- res4b22
I1106 23:51:22.372280 22079 net.cpp:405] res4b22_relu -> res4b22 (in-place)
I1106 23:51:22.372457 22079 net.cpp:150] Setting up res4b22_relu
I1106 23:51:22.372464 22079 net.cpp:157] Top shape: 1 1024 14 14 (200704)
I1106 23:51:22.372467 22079 net.cpp:165] Memory required for data: 341798924
I1106 23:51:22.372469 22079 layer_factory.hpp:77] Creating layer rpn_conv/3x3
I1106 23:51:22.372478 22079 net.cpp:100] Creating Layer rpn_conv/3x3
I1106 23:51:22.372483 22079 net.cpp:444] rpn_conv/3x3 <- res4b22
I1106 23:51:22.372489 22079 net.cpp:418] rpn_conv/3x3 -> rpn/output
I1106 23:51:22.425856 22079 net.cpp:150] Setting up rpn_conv/3x3
I1106 23:51:22.425869 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.425871 22079 net.cpp:165] Memory required for data: 341999628
I1106 23:51:22.425878 22079 layer_factory.hpp:77] Creating layer rpn_relu/3x3
I1106 23:51:22.425882 22079 net.cpp:100] Creating Layer rpn_relu/3x3
I1106 23:51:22.425885 22079 net.cpp:444] rpn_relu/3x3 <- rpn/output
I1106 23:51:22.425889 22079 net.cpp:405] rpn_relu/3x3 -> rpn/output (in-place)
I1106 23:51:22.426098 22079 net.cpp:150] Setting up rpn_relu/3x3
I1106 23:51:22.426106 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.426110 22079 net.cpp:165] Memory required for data: 342200332
I1106 23:51:22.426111 22079 layer_factory.hpp:77] Creating layer rpn/output_rpn_relu/3x3_0_split
I1106 23:51:22.426116 22079 net.cpp:100] Creating Layer rpn/output_rpn_relu/3x3_0_split
I1106 23:51:22.426120 22079 net.cpp:444] rpn/output_rpn_relu/3x3_0_split <- rpn/output
I1106 23:51:22.426126 22079 net.cpp:418] rpn/output_rpn_relu/3x3_0_split -> rpn/output_rpn_relu/3x3_0_split_0
I1106 23:51:22.426136 22079 net.cpp:418] rpn/output_rpn_relu/3x3_0_split -> rpn/output_rpn_relu/3x3_0_split_1
I1106 23:51:22.426225 22079 net.cpp:150] Setting up rpn/output_rpn_relu/3x3_0_split
I1106 23:51:22.426231 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.426234 22079 net.cpp:157] Top shape: 1 256 14 14 (50176)
I1106 23:51:22.426236 22079 net.cpp:165] Memory required for data: 342601740
I1106 23:51:22.426239 22079 layer_factory.hpp:77] Creating layer rpn_cls_score
I1106 23:51:22.426249 22079 net.cpp:100] Creating Layer rpn_cls_score
I1106 23:51:22.426254 22079 net.cpp:444] rpn_cls_score <- rpn/output_rpn_relu/3x3_0_split_0
I1106 23:51:22.426259 22079 net.cpp:418] rpn_cls_score -> rpn_cls_score
I1106 23:51:22.427896 22079 net.cpp:150] Setting up rpn_cls_score
I1106 23:51:22.427911 22079 net.cpp:157] Top shape: 1 18 14 14 (3528)
I1106 23:51:22.427930 22079 net.cpp:165] Memory required for data: 342615852
I1106 23:51:22.427935 22079 layer_factory.hpp:77] Creating layer rpn_bbox_pred
I1106 23:51:22.427947 22079 net.cpp:100] Creating Layer rpn_bbox_pred
I1106 23:51:22.427949 22079 net.cpp:444] rpn_bbox_pred <- rpn/output_rpn_relu/3x3_0_split_1
I1106 23:51:22.427954 22079 net.cpp:418] rpn_bbox_pred -> rpn_bbox_pred
I1106 23:51:22.429584 22079 net.cpp:150] Setting up rpn_bbox_pred
I1106 23:51:22.429597 22079 net.cpp:157] Top shape: 1 36 14 14 (7056)
I1106 23:51:22.429616 22079 net.cpp:165] Memory required for data: 342644076
I1106 23:51:22.429622 22079 layer_factory.hpp:77] Creating layer rpn_cls_score_reshape
I1106 23:51:22.429630 22079 net.cpp:100] Creating Layer rpn_cls_score_reshape
I1106 23:51:22.429632 22079 net.cpp:444] rpn_cls_score_reshape <- rpn_cls_score
I1106 23:51:22.429638 22079 net.cpp:418] rpn_cls_score_reshape -> rpn_cls_score_reshape
I1106 23:51:22.429693 22079 net.cpp:150] Setting up rpn_cls_score_reshape
I1106 23:51:22.429700 22079 net.cpp:157] Top shape: 1 2 126 14 (3528)
I1106 23:51:22.429702 22079 net.cpp:165] Memory required for data: 342658188
I1106 23:51:22.429704 22079 layer_factory.hpp:77] Creating layer rpn_cls_prob
I1106 23:51:22.429711 22079 net.cpp:100] Creating Layer rpn_cls_prob
I1106 23:51:22.429720 22079 net.cpp:444] rpn_cls_prob <- rpn_cls_score_reshape
I1106 23:51:22.429724 22079 net.cpp:418] rpn_cls_prob -> rpn_cls_prob
I1106 23:51:22.430037 22079 net.cpp:150] Setting up rpn_cls_prob
I1106 23:51:22.430045 22079 net.cpp:157] Top shape: 1 2 126 14 (3528)
I1106 23:51:22.430049 22079 net.cpp:165] Memory required for data: 342672300
I1106 23:51:22.430068 22079 layer_factory.hpp:77] Creating layer rpn_cls_prob_reshape
I1106 23:51:22.430074 22079 net.cpp:100] Creating Layer rpn_cls_prob_reshape
I1106 23:51:22.430078 22079 net.cpp:444] rpn_cls_prob_reshape <- rpn_cls_prob
I1106 23:51:22.430081 22079 net.cpp:418] rpn_cls_prob_reshape -> rpn_cls_prob_reshape
I1106 23:51:22.430129 22079 net.cpp:150] Setting up rpn_cls_prob_reshape
I1106 23:51:22.430135 22079 net.cpp:157] Top shape: 1 18 14 14 (3528)
I1106 23:51:22.430136 22079 net.cpp:165] Memory required for data: 342686412
I1106 23:51:22.430140 22079 layer_factory.hpp:77] Creating layer proposal
I1106 23:51:22.479601 22079 net.cpp:100] Creating Layer proposal
I1106 23:51:22.479614 22079 net.cpp:444] proposal <- rpn_cls_prob_reshape
I1106 23:51:22.479619 22079 net.cpp:444] proposal <- rpn_bbox_pred
I1106 23:51:22.479622 22079 net.cpp:444] proposal <- im_info
I1106 23:51:22.479626 22079 net.cpp:418] proposal -> rois
I1106 23:51:22.479632 22079 net.cpp:418] proposal -> scores
I1106 23:51:22.491034 22079 net.cpp:150] Setting up proposal
I1106 23:51:22.491055 22079 net.cpp:157] Top shape: 1 5 (5)
I1106 23:51:22.491058 22079 net.cpp:157] Top shape: 1 1 1 1 (1)
I1106 23:51:22.491060 22079 net.cpp:165] Memory required for data: 342686436
I1106 23:51:22.491063 22079 net.cpp:228] proposal does not need backward computation.
I1106 23:51:22.491088 22079 net.cpp:228] rpn_cls_prob_reshape does not need backward computation.
I1106 23:51:22.491091 22079 net.cpp:228] rpn_cls_prob does not need backward computation.
I1106 23:51:22.491094 22079 net.cpp:228] rpn_cls_score_reshape does not need backward computation.
I1106 23:51:22.491096 22079 net.cpp:228] rpn_bbox_pred does not need backward computation.
I1106 23:51:22.491099 22079 net.cpp:228] rpn_cls_score does not need backward computation.
I1106 23:51:22.491101 22079 net.cpp:228] rpn/output_rpn_relu/3x3_0_split does not need backward computation.
I1106 23:51:22.491104 22079 net.cpp:228] rpn_relu/3x3 does not need backward computation.
I1106 23:51:22.491106 22079 net.cpp:228] rpn_conv/3x3 does not need backward computation.
I1106 23:51:22.491109 22079 net.cpp:228] res4b22_relu does not need backward computation.
I1106 23:51:22.491111 22079 net.cpp:228] res4b22 does not need backward computation.
I1106 23:51:22.491114 22079 net.cpp:228] scale4b22_branch2c does not need backward computation.
I1106 23:51:22.491117 22079 net.cpp:228] bn4b22_branch2c does not need backward computation.
I1106 23:51:22.491119 22079 net.cpp:228] res4b22_branch2c does not need backward computation.
I1106 23:51:22.491122 22079 net.cpp:228] res4b22_branch2b_relu does not need backward computation.
I1106 23:51:22.491123 22079 net.cpp:228] scale4b22_branch2b does not need backward computation.
I1106 23:51:22.491127 22079 net.cpp:228] bn4b22_branch2b does not need backward computation.
I1106 23:51:22.491128 22079 net.cpp:228] res4b22_branch2b does not need backward computation.
I1106 23:51:22.491130 22079 net.cpp:228] res4b22_branch2a_relu does not need backward computation.
I1106 23:51:22.491132 22079 net.cpp:228] scale4b22_branch2a does not need backward computation.
I1106 23:51:22.491135 22079 net.cpp:228] bn4b22_branch2a does not need backward computation.
I1106 23:51:22.491137 22079 net.cpp:228] res4b22_branch2a does not need backward computation.
I1106 23:51:22.491139 22079 net.cpp:228] res4b21_res4b21_relu_0_split does not need backward computation.
I1106 23:51:22.491142 22079 net.cpp:228] res4b21_relu does not need backward computation.
I1106 23:51:22.491144 22079 net.cpp:228] res4b21 does not need backward computation.
I1106 23:51:22.491147 22079 net.cpp:228] scale4b21_branch2c does not need backward computation.
I1106 23:51:22.491149 22079 net.cpp:228] bn4b21_branch2c does not need backward computation.
I1106 23:51:22.491152 22079 net.cpp:228] res4b21_branch2c does not need backward computation.
I1106 23:51:22.491153 22079 net.cpp:228] res4b21_branch2b_relu does not need backward computation.
I1106 23:51:22.491155 22079 net.cpp:228] scale4b21_branch2b does not need backward computation.
I1106 23:51:22.491158 22079 net.cpp:228] bn4b21_branch2b does not need backward computation.
I1106 23:51:22.491160 22079 net.cpp:228] res4b21_branch2b does not need backward computation.
I1106 23:51:22.491163 22079 net.cpp:228] res4b21_branch2a_relu does not need backward computation.
I1106 23:51:22.491164 22079 net.cpp:228] scale4b21_branch2a does not need backward computation.
I1106 23:51:22.491166 22079 net.cpp:228] bn4b21_branch2a does not need backward computation.
I1106 23:51:22.491168 22079 net.cpp:228] res4b21_branch2a does not need backward computation.
I1106 23:51:22.491171 22079 net.cpp:228] res4b20_res4b20_relu_0_split does not need backward computation.
I1106 23:51:22.491174 22079 net.cpp:228] res4b20_relu does not need backward computation.
I1106 23:51:22.491176 22079 net.cpp:228] res4b20 does not need backward computation.
I1106 23:51:22.491178 22079 net.cpp:228] scale4b20_branch2c does not need backward computation.
I1106 23:51:22.491197 22079 net.cpp:228] bn4b20_branch2c does not need backward computation.
I1106 23:51:22.491199 22079 net.cpp:228] res4b20_branch2c does not need backward computation.
I1106 23:51:22.491202 22079 net.cpp:228] res4b20_branch2b_relu does not need backward computation.
I1106 23:51:22.491204 22079 net.cpp:228] scale4b20_branch2b does not need backward computation.
I1106 23:51:22.491206 22079 net.cpp:228] bn4b20_branch2b does not need backward computation.
I1106 23:51:22.491207 22079 net.cpp:228] res4b20_branch2b does not need backward computation.
I1106 23:51:22.491210 22079 net.cpp:228] res4b20_branch2a_relu does not need backward computation.
I1106 23:51:22.491212 22079 net.cpp:228] scale4b20_branch2a does not need backward computation.
I1106 23:51:22.491214 22079 net.cpp:228] bn4b20_branch2a does not need backward computation.
I1106 23:51:22.491216 22079 net.cpp:228] res4b20_branch2a does not need backward computation.
I1106 23:51:22.491219 22079 net.cpp:228] res4b19_res4b19_relu_0_split does not need backward computation.
I1106 23:51:22.491220 22079 net.cpp:228] res4b19_relu does not need backward computation.
I1106 23:51:22.491222 22079 net.cpp:228] res4b19 does not need backward computation.
I1106 23:51:22.491225 22079 net.cpp:228] scale4b19_branch2c does not need backward computation.
I1106 23:51:22.491227 22079 net.cpp:228] bn4b19_branch2c does not need backward computation.
I1106 23:51:22.491230 22079 net.cpp:228] res4b19_branch2c does not need backward computation.
I1106 23:51:22.491231 22079 net.cpp:228] res4b19_branch2b_relu does not need backward computation.
I1106 23:51:22.491233 22079 net.cpp:228] scale4b19_branch2b does not need backward computation.
I1106 23:51:22.491235 22079 net.cpp:228] bn4b19_branch2b does not need backward computation.
I1106 23:51:22.491237 22079 net.cpp:228] res4b19_branch2b does not need backward computation.
I1106 23:51:22.491240 22079 net.cpp:228] res4b19_branch2a_relu does not need backward computation.
I1106 23:51:22.491242 22079 net.cpp:228] scale4b19_branch2a does not need backward computation.
I1106 23:51:22.491245 22079 net.cpp:228] bn4b19_branch2a does not need backward computation.
I1106 23:51:22.491246 22079 net.cpp:228] res4b19_branch2a does not need backward computation.
I1106 23:51:22.491248 22079 net.cpp:228] res4b18_res4b18_relu_0_split does not need backward computation.
I1106 23:51:22.491250 22079 net.cpp:228] res4b18_relu does not need backward computation.
I1106 23:51:22.491252 22079 net.cpp:228] res4b18 does not need backward computation.
I1106 23:51:22.491255 22079 net.cpp:228] scale4b18_branch2c does not need backward computation.
I1106 23:51:22.491257 22079 net.cpp:228] bn4b18_branch2c does not need backward computation.
I1106 23:51:22.491260 22079 net.cpp:228] res4b18_branch2c does not need backward computation.
I1106 23:51:22.491261 22079 net.cpp:228] res4b18_branch2b_relu does not need backward computation.
I1106 23:51:22.491264 22079 net.cpp:228] scale4b18_branch2b does not need backward computation.
I1106 23:51:22.491266 22079 net.cpp:228] bn4b18_branch2b does not need backward computation.
I1106 23:51:22.491268 22079 net.cpp:228] res4b18_branch2b does not need backward computation.
I1106 23:51:22.491271 22079 net.cpp:228] res4b18_branch2a_relu does not need backward computation.
I1106 23:51:22.491272 22079 net.cpp:228] scale4b18_branch2a does not need backward computation.
I1106 23:51:22.491276 22079 net.cpp:228] bn4b18_branch2a does not need backward computation.
I1106 23:51:22.491277 22079 net.cpp:228] res4b18_branch2a does not need backward computation.
I1106 23:51:22.491279 22079 net.cpp:228] res4b17_res4b17_relu_0_split does not need backward computation.
I1106 23:51:22.491282 22079 net.cpp:228] res4b17_relu does not need backward computation.
I1106 23:51:22.491284 22079 net.cpp:228] res4b17 does not need backward computation.
I1106 23:51:22.491287 22079 net.cpp:228] scale4b17_branch2c does not need backward computation.
I1106 23:51:22.491289 22079 net.cpp:228] bn4b17_branch2c does not need backward computation.
I1106 23:51:22.491291 22079 net.cpp:228] res4b17_branch2c does not need backward computation.
I1106 23:51:22.491293 22079 net.cpp:228] res4b17_branch2b_relu does not need backward computation.
I1106 23:51:22.491295 22079 net.cpp:228] scale4b17_branch2b does not need backward computation.
I1106 23:51:22.491298 22079 net.cpp:228] bn4b17_branch2b does not need backward computation.
I1106 23:51:22.491299 22079 net.cpp:228] res4b17_branch2b does not need backward computation.
I1106 23:51:22.491302 22079 net.cpp:228] res4b17_branch2a_relu does not need backward computation.
I1106 23:51:22.491304 22079 net.cpp:228] scale4b17_branch2a does not need backward computation.
I1106 23:51:22.491307 22079 net.cpp:228] bn4b17_branch2a does not need backward computation.
I1106 23:51:22.491309 22079 net.cpp:228] res4b17_branch2a does not need backward computation.
I1106 23:51:22.491312 22079 net.cpp:228] res4b16_res4b16_relu_0_split does not need backward computation.
I1106 23:51:22.491314 22079 net.cpp:228] res4b16_relu does not need backward computation.
I1106 23:51:22.491317 22079 net.cpp:228] res4b16 does not need backward computation.
I1106 23:51:22.491319 22079 net.cpp:228] scale4b16_branch2c does not need backward computation.
I1106 23:51:22.491322 22079 net.cpp:228] bn4b16_branch2c does not need backward computation.
I1106 23:51:22.491323 22079 net.cpp:228] res4b16_branch2c does not need backward computation.
I1106 23:51:22.491325 22079 net.cpp:228] res4b16_branch2b_relu does not need backward computation.
I1106 23:51:22.491328 22079 net.cpp:228] scale4b16_branch2b does not need backward computation.
I1106 23:51:22.491330 22079 net.cpp:228] bn4b16_branch2b does not need backward computation.
I1106 23:51:22.491333 22079 net.cpp:228] res4b16_branch2b does not need backward computation.
I1106 23:51:22.491334 22079 net.cpp:228] res4b16_branch2a_relu does not need backward computation.
I1106 23:51:22.491338 22079 net.cpp:228] scale4b16_branch2a does not need backward computation.
I1106 23:51:22.491339 22079 net.cpp:228] bn4b16_branch2a does not need backward computation.
I1106 23:51:22.491341 22079 net.cpp:228] res4b16_branch2a does not need backward computation.
I1106 23:51:22.491343 22079 net.cpp:228] res4b15_res4b15_relu_0_split does not need backward computation.
I1106 23:51:22.491346 22079 net.cpp:228] res4b15_relu does not need backward computation.
I1106 23:51:22.491348 22079 net.cpp:228] res4b15 does not need backward computation.
I1106 23:51:22.491351 22079 net.cpp:228] scale4b15_branch2c does not need backward computation.
I1106 23:51:22.491353 22079 net.cpp:228] bn4b15_branch2c does not need backward computation.
I1106 23:51:22.491355 22079 net.cpp:228] res4b15_branch2c does not need backward computation.
I1106 23:51:22.491358 22079 net.cpp:228] res4b15_branch2b_relu does not need backward computation.
I1106 23:51:22.491360 22079 net.cpp:228] scale4b15_branch2b does not need backward computation.
I1106 23:51:22.491363 22079 net.cpp:228] bn4b15_branch2b does not need backward computation.
I1106 23:51:22.491364 22079 net.cpp:228] res4b15_branch2b does not need backward computation.
I1106 23:51:22.491367 22079 net.cpp:228] res4b15_branch2a_relu does not need backward computation.
I1106 23:51:22.491369 22079 net.cpp:228] scale4b15_branch2a does not need backward computation.
I1106 23:51:22.491372 22079 net.cpp:228] bn4b15_branch2a does not need backward computation.
I1106 23:51:22.491374 22079 net.cpp:228] res4b15_branch2a does not need backward computation.
I1106 23:51:22.491376 22079 net.cpp:228] res4b14_res4b14_relu_0_split does not need backward computation.
I1106 23:51:22.491379 22079 net.cpp:228] res4b14_relu does not need backward computation.
I1106 23:51:22.491381 22079 net.cpp:228] res4b14 does not need backward computation.
I1106 23:51:22.491384 22079 net.cpp:228] scale4b14_branch2c does not need backward computation.
I1106 23:51:22.491387 22079 net.cpp:228] bn4b14_branch2c does not need backward computation.
I1106 23:51:22.491389 22079 net.cpp:228] res4b14_branch2c does not need backward computation.
I1106 23:51:22.491391 22079 net.cpp:228] res4b14_branch2b_relu does not need backward computation.
I1106 23:51:22.491394 22079 net.cpp:228] scale4b14_branch2b does not need backward computation.
I1106 23:51:22.491396 22079 net.cpp:228] bn4b14_branch2b does not need backward computation.
I1106 23:51:22.491400 22079 net.cpp:228] res4b14_branch2b does not need backward computation.
I1106 23:51:22.491401 22079 net.cpp:228] res4b14_branch2a_relu does not need backward computation.
I1106 23:51:22.491405 22079 net.cpp:228] scale4b14_branch2a does not need backward computation.
I1106 23:51:22.491406 22079 net.cpp:228] bn4b14_branch2a does not need backward computation.
I1106 23:51:22.491408 22079 net.cpp:228] res4b14_branch2a does not need backward computation.
I1106 23:51:22.491411 22079 net.cpp:228] res4b13_res4b13_relu_0_split does not need backward computation.
I1106 23:51:22.491415 22079 net.cpp:228] res4b13_relu does not need backward computation.
I1106 23:51:22.491416 22079 net.cpp:228] res4b13 does not need backward computation.
I1106 23:51:22.491420 22079 net.cpp:228] scale4b13_branch2c does not need backward computation.
I1106 23:51:22.491422 22079 net.cpp:228] bn4b13_branch2c does not need backward computation.
I1106 23:51:22.491425 22079 net.cpp:228] res4b13_branch2c does not need backward computation.
I1106 23:51:22.491427 22079 net.cpp:228] res4b13_branch2b_relu does not need backward computation.
I1106 23:51:22.491430 22079 net.cpp:228] scale4b13_branch2b does not need backward computation.
I1106 23:51:22.491432 22079 net.cpp:228] bn4b13_branch2b does not need backward computation.
I1106 23:51:22.491435 22079 net.cpp:228] res4b13_branch2b does not need backward computation.
I1106 23:51:22.491437 22079 net.cpp:228] res4b13_branch2a_relu does not need backward computation.
I1106 23:51:22.491439 22079 net.cpp:228] scale4b13_branch2a does not need backward computation.
I1106 23:51:22.491442 22079 net.cpp:228] bn4b13_branch2a does not need backward computation.
I1106 23:51:22.491444 22079 net.cpp:228] res4b13_branch2a does not need backward computation.
I1106 23:51:22.491447 22079 net.cpp:228] res4b12_res4b12_relu_0_split does not need backward computation.
I1106 23:51:22.491449 22079 net.cpp:228] res4b12_relu does not need backward computation.
I1106 23:51:22.491452 22079 net.cpp:228] res4b12 does not need backward computation.
I1106 23:51:22.491456 22079 net.cpp:228] scale4b12_branch2c does not need backward computation.
I1106 23:51:22.491457 22079 net.cpp:228] bn4b12_branch2c does not need backward computation.
I1106 23:51:22.491459 22079 net.cpp:228] res4b12_branch2c does not need backward computation.
I1106 23:51:22.491462 22079 net.cpp:228] res4b12_branch2b_relu does not need backward computation.
I1106 23:51:22.491466 22079 net.cpp:228] scale4b12_branch2b does not need backward computation.
I1106 23:51:22.491467 22079 net.cpp:228] bn4b12_branch2b does not need backward computation.
I1106 23:51:22.491469 22079 net.cpp:228] res4b12_branch2b does not need backward computation.
I1106 23:51:22.491473 22079 net.cpp:228] res4b12_branch2a_relu does not need backward computation.
I1106 23:51:22.491475 22079 net.cpp:228] scale4b12_branch2a does not need backward computation.
I1106 23:51:22.491477 22079 net.cpp:228] bn4b12_branch2a does not need backward computation.
I1106 23:51:22.491480 22079 net.cpp:228] res4b12_branch2a does not need backward computation.
I1106 23:51:22.491482 22079 net.cpp:228] res4b11_res4b11_relu_0_split does not need backward computation.
I1106 23:51:22.491485 22079 net.cpp:228] res4b11_relu does not need backward computation.
I1106 23:51:22.491488 22079 net.cpp:228] res4b11 does not need backward computation.
I1106 23:51:22.491492 22079 net.cpp:228] scale4b11_branch2c does not need backward computation.
I1106 23:51:22.491494 22079 net.cpp:228] bn4b11_branch2c does not need backward computation.
I1106 23:51:22.491497 22079 net.cpp:228] res4b11_branch2c does not need backward computation.
I1106 23:51:22.491499 22079 net.cpp:228] res4b11_branch2b_relu does not need backward computation.
I1106 23:51:22.491503 22079 net.cpp:228] scale4b11_branch2b does not need backward computation.
I1106 23:51:22.491505 22079 net.cpp:228] bn4b11_branch2b does not need backward computation.
I1106 23:51:22.491508 22079 net.cpp:228] res4b11_branch2b does not need backward computation.
I1106 23:51:22.491510 22079 net.cpp:228] res4b11_branch2a_relu does not need backward computation.
I1106 23:51:22.491513 22079 net.cpp:228] scale4b11_branch2a does not need backward computation.
I1106 23:51:22.491515 22079 net.cpp:228] bn4b11_branch2a does not need backward computation.
I1106 23:51:22.491518 22079 net.cpp:228] res4b11_branch2a does not need backward computation.
I1106 23:51:22.491520 22079 net.cpp:228] res4b10_res4b10_relu_0_split does not need backward computation.
I1106 23:51:22.491523 22079 net.cpp:228] res4b10_relu does not need backward computation.
I1106 23:51:22.491525 22079 net.cpp:228] res4b10 does not need backward computation.
I1106 23:51:22.491529 22079 net.cpp:228] scale4b10_branch2c does not need backward computation.
I1106 23:51:22.491533 22079 net.cpp:228] bn4b10_branch2c does not need backward computation.
I1106 23:51:22.491534 22079 net.cpp:228] res4b10_branch2c does not need backward computation.
I1106 23:51:22.491538 22079 net.cpp:228] res4b10_branch2b_relu does not need backward computation.
I1106 23:51:22.491540 22079 net.cpp:228] scale4b10_branch2b does not need backward computation.
I1106 23:51:22.491542 22079 net.cpp:228] bn4b10_branch2b does not need backward computation.
I1106 23:51:22.491545 22079 net.cpp:228] res4b10_branch2b does not need backward computation.
I1106 23:51:22.491547 22079 net.cpp:228] res4b10_branch2a_relu does not need backward computation.
I1106 23:51:22.491550 22079 net.cpp:228] scale4b10_branch2a does not need backward computation.
I1106 23:51:22.491552 22079 net.cpp:228] bn4b10_branch2a does not need backward computation.
I1106 23:51:22.491554 22079 net.cpp:228] res4b10_branch2a does not need backward computation.
I1106 23:51:22.491559 22079 net.cpp:228] res4b9_res4b9_relu_0_split does not need backward computation.
I1106 23:51:22.491561 22079 net.cpp:228] res4b9_relu does not need backward computation.
I1106 23:51:22.491564 22079 net.cpp:228] res4b9 does not need backward computation.
I1106 23:51:22.491567 22079 net.cpp:228] scale4b9_branch2c does not need backward computation.
I1106 23:51:22.491569 22079 net.cpp:228] bn4b9_branch2c does not need backward computation.
I1106 23:51:22.491572 22079 net.cpp:228] res4b9_branch2c does not need backward computation.
I1106 23:51:22.491575 22079 net.cpp:228] res4b9_branch2b_relu does not need backward computation.
I1106 23:51:22.491577 22079 net.cpp:228] scale4b9_branch2b does not need backward computation.
I1106 23:51:22.491580 22079 net.cpp:228] bn4b9_branch2b does not need backward computation.
I1106 23:51:22.491582 22079 net.cpp:228] res4b9_branch2b does not need backward computation.
I1106 23:51:22.491585 22079 net.cpp:228] res4b9_branch2a_relu does not need backward computation.
I1106 23:51:22.491587 22079 net.cpp:228] scale4b9_branch2a does not need backward computation.
I1106 23:51:22.491590 22079 net.cpp:228] bn4b9_branch2a does not need backward computation.
I1106 23:51:22.491593 22079 net.cpp:228] res4b9_branch2a does not need backward computation.
I1106 23:51:22.491596 22079 net.cpp:228] res4b8_res4b8_relu_0_split does not need backward computation.
I1106 23:51:22.491600 22079 net.cpp:228] res4b8_relu does not need backward computation.
I1106 23:51:22.491601 22079 net.cpp:228] res4b8 does not need backward computation.
I1106 23:51:22.491605 22079 net.cpp:228] scale4b8_branch2c does not need backward computation.
I1106 23:51:22.491607 22079 net.cpp:228] bn4b8_branch2c does not need backward computation.
I1106 23:51:22.491610 22079 net.cpp:228] res4b8_branch2c does not need backward computation.
I1106 23:51:22.491612 22079 net.cpp:228] res4b8_branch2b_relu does not need backward computation.
I1106 23:51:22.491616 22079 net.cpp:228] scale4b8_branch2b does not need backward computation.
I1106 23:51:22.491617 22079 net.cpp:228] bn4b8_branch2b does not need backward computation.
I1106 23:51:22.491619 22079 net.cpp:228] res4b8_branch2b does not need backward computation.
I1106 23:51:22.491622 22079 net.cpp:228] res4b8_branch2a_relu does not need backward computation.
I1106 23:51:22.491624 22079 net.cpp:228] scale4b8_branch2a does not need backward computation.
I1106 23:51:22.491626 22079 net.cpp:228] bn4b8_branch2a does not need backward computation.
I1106 23:51:22.491629 22079 net.cpp:228] res4b8_branch2a does not need backward computation.
I1106 23:51:22.491631 22079 net.cpp:228] res4b7_res4b7_relu_0_split does not need backward computation.
I1106 23:51:22.491634 22079 net.cpp:228] res4b7_relu does not need backward computation.
I1106 23:51:22.491637 22079 net.cpp:228] res4b7 does not need backward computation.
I1106 23:51:22.491639 22079 net.cpp:228] scale4b7_branch2c does not need backward computation.
I1106 23:51:22.491642 22079 net.cpp:228] bn4b7_branch2c does not need backward computation.
I1106 23:51:22.491644 22079 net.cpp:228] res4b7_branch2c does not need backward computation.
I1106 23:51:22.491647 22079 net.cpp:228] res4b7_branch2b_relu does not need backward computation.
I1106 23:51:22.491649 22079 net.cpp:228] scale4b7_branch2b does not need backward computation.
I1106 23:51:22.491652 22079 net.cpp:228] bn4b7_branch2b does not need backward computation.
I1106 23:51:22.491654 22079 net.cpp:228] res4b7_branch2b does not need backward computation.
I1106 23:51:22.491657 22079 net.cpp:228] res4b7_branch2a_relu does not need backward computation.
I1106 23:51:22.491659 22079 net.cpp:228] scale4b7_branch2a does not need backward computation.
I1106 23:51:22.491662 22079 net.cpp:228] bn4b7_branch2a does not need backward computation.
I1106 23:51:22.491663 22079 net.cpp:228] res4b7_branch2a does not need backward computation.
I1106 23:51:22.491667 22079 net.cpp:228] res4b6_res4b6_relu_0_split does not need backward computation.
I1106 23:51:22.491668 22079 net.cpp:228] res4b6_relu does not need backward computation.
I1106 23:51:22.491672 22079 net.cpp:228] res4b6 does not need backward computation.
I1106 23:51:22.491674 22079 net.cpp:228] scale4b6_branch2c does not need backward computation.
I1106 23:51:22.491677 22079 net.cpp:228] bn4b6_branch2c does not need backward computation.
I1106 23:51:22.491678 22079 net.cpp:228] res4b6_branch2c does not need backward computation.
I1106 23:51:22.491681 22079 net.cpp:228] res4b6_branch2b_relu does not need backward computation.
I1106 23:51:22.491683 22079 net.cpp:228] scale4b6_branch2b does not need backward computation.
I1106 23:51:22.491686 22079 net.cpp:228] bn4b6_branch2b does not need backward computation.
I1106 23:51:22.491688 22079 net.cpp:228] res4b6_branch2b does not need backward computation.
I1106 23:51:22.491691 22079 net.cpp:228] res4b6_branch2a_relu does not need backward computation.
I1106 23:51:22.491693 22079 net.cpp:228] scale4b6_branch2a does not need backward computation.
I1106 23:51:22.491695 22079 net.cpp:228] bn4b6_branch2a does not need backward computation.
I1106 23:51:22.491698 22079 net.cpp:228] res4b6_branch2a does not need backward computation.
I1106 23:51:22.491700 22079 net.cpp:228] res4b5_res4b5_relu_0_split does not need backward computation.
I1106 23:51:22.491703 22079 net.cpp:228] res4b5_relu does not need backward computation.
I1106 23:51:22.491706 22079 net.cpp:228] res4b5 does not need backward computation.
I1106 23:51:22.491708 22079 net.cpp:228] scale4b5_branch2c does not need backward computation.
I1106 23:51:22.491711 22079 net.cpp:228] bn4b5_branch2c does not need backward computation.
I1106 23:51:22.491714 22079 net.cpp:228] res4b5_branch2c does not need backward computation.
I1106 23:51:22.491716 22079 net.cpp:228] res4b5_branch2b_relu does not need backward computation.
I1106 23:51:22.491719 22079 net.cpp:228] scale4b5_branch2b does not need backward computation.
I1106 23:51:22.491721 22079 net.cpp:228] bn4b5_branch2b does not need backward computation.
I1106 23:51:22.491724 22079 net.cpp:228] res4b5_branch2b does not need backward computation.
I1106 23:51:22.491726 22079 net.cpp:228] res4b5_branch2a_relu does not need backward computation.
I1106 23:51:22.491729 22079 net.cpp:228] scale4b5_branch2a does not need backward computation.
I1106 23:51:22.491731 22079 net.cpp:228] bn4b5_branch2a does not need backward computation.
I1106 23:51:22.491734 22079 net.cpp:228] res4b5_branch2a does not need backward computation.
I1106 23:51:22.491736 22079 net.cpp:228] res4b4_res4b4_relu_0_split does not need backward computation.
I1106 23:51:22.491739 22079 net.cpp:228] res4b4_relu does not need backward computation.
I1106 23:51:22.491741 22079 net.cpp:228] res4b4 does not need backward computation.
I1106 23:51:22.491744 22079 net.cpp:228] scale4b4_branch2c does not need backward computation.
I1106 23:51:22.491746 22079 net.cpp:228] bn4b4_branch2c does not need backward computation.
I1106 23:51:22.491749 22079 net.cpp:228] res4b4_branch2c does not need backward computation.
I1106 23:51:22.491750 22079 net.cpp:228] res4b4_branch2b_relu does not need backward computation.
I1106 23:51:22.491753 22079 net.cpp:228] scale4b4_branch2b does not need backward computation.
I1106 23:51:22.491755 22079 net.cpp:228] bn4b4_branch2b does not need backward computation.
I1106 23:51:22.491757 22079 net.cpp:228] res4b4_branch2b does not need backward computation.
I1106 23:51:22.491760 22079 net.cpp:228] res4b4_branch2a_relu does not need backward computation.
I1106 23:51:22.491762 22079 net.cpp:228] scale4b4_branch2a does not need backward computation.
I1106 23:51:22.491765 22079 net.cpp:228] bn4b4_branch2a does not need backward computation.
I1106 23:51:22.491767 22079 net.cpp:228] res4b4_branch2a does not need backward computation.
I1106 23:51:22.491770 22079 net.cpp:228] res4b3_res4b3_relu_0_split does not need backward computation.
I1106 23:51:22.491772 22079 net.cpp:228] res4b3_relu does not need backward computation.
I1106 23:51:22.491775 22079 net.cpp:228] res4b3 does not need backward computation.
I1106 23:51:22.491780 22079 net.cpp:228] scale4b3_branch2c does not need backward computation.
I1106 23:51:22.491782 22079 net.cpp:228] bn4b3_branch2c does not need backward computation.
I1106 23:51:22.491785 22079 net.cpp:228] res4b3_branch2c does not need backward computation.
I1106 23:51:22.491787 22079 net.cpp:228] res4b3_branch2b_relu does not need backward computation.
I1106 23:51:22.491789 22079 net.cpp:228] scale4b3_branch2b does not need backward computation.
I1106 23:51:22.491791 22079 net.cpp:228] bn4b3_branch2b does not need backward computation.
I1106 23:51:22.491794 22079 net.cpp:228] res4b3_branch2b does not need backward computation.
I1106 23:51:22.491796 22079 net.cpp:228] res4b3_branch2a_relu does not need backward computation.
I1106 23:51:22.491798 22079 net.cpp:228] scale4b3_branch2a does not need backward computation.
I1106 23:51:22.491801 22079 net.cpp:228] bn4b3_branch2a does not need backward computation.
I1106 23:51:22.491803 22079 net.cpp:228] res4b3_branch2a does not need backward computation.
I1106 23:51:22.491806 22079 net.cpp:228] res4b2_res4b2_relu_0_split does not need backward computation.
I1106 23:51:22.491808 22079 net.cpp:228] res4b2_relu does not need backward computation.
I1106 23:51:22.491811 22079 net.cpp:228] res4b2 does not need backward computation.
I1106 23:51:22.491814 22079 net.cpp:228] scale4b2_branch2c does not need backward computation.
I1106 23:51:22.491816 22079 net.cpp:228] bn4b2_branch2c does not need backward computation.
I1106 23:51:22.491818 22079 net.cpp:228] res4b2_branch2c does not need backward computation.
I1106 23:51:22.491822 22079 net.cpp:228] res4b2_branch2b_relu does not need backward computation.
I1106 23:51:22.491823 22079 net.cpp:228] scale4b2_branch2b does not need backward computation.
I1106 23:51:22.491827 22079 net.cpp:228] bn4b2_branch2b does not need backward computation.
I1106 23:51:22.491828 22079 net.cpp:228] res4b2_branch2b does not need backward computation.
I1106 23:51:22.491832 22079 net.cpp:228] res4b2_branch2a_relu does not need backward computation.
I1106 23:51:22.491833 22079 net.cpp:228] scale4b2_branch2a does not need backward computation.
I1106 23:51:22.491835 22079 net.cpp:228] bn4b2_branch2a does not need backward computation.
I1106 23:51:22.491838 22079 net.cpp:228] res4b2_branch2a does not need backward computation.
I1106 23:51:22.491840 22079 net.cpp:228] res4b1_res4b1_relu_0_split does not need backward computation.
I1106 23:51:22.491843 22079 net.cpp:228] res4b1_relu does not need backward computation.
I1106 23:51:22.491845 22079 net.cpp:228] res4b1 does not need backward computation.
I1106 23:51:22.491848 22079 net.cpp:228] scale4b1_branch2c does not need backward computation.
I1106 23:51:22.491850 22079 net.cpp:228] bn4b1_branch2c does not need backward computation.
I1106 23:51:22.491853 22079 net.cpp:228] res4b1_branch2c does not need backward computation.
I1106 23:51:22.491857 22079 net.cpp:228] res4b1_branch2b_relu does not need backward computation.
I1106 23:51:22.491858 22079 net.cpp:228] scale4b1_branch2b does not need backward computation.
I1106 23:51:22.491860 22079 net.cpp:228] bn4b1_branch2b does not need backward computation.
I1106 23:51:22.491863 22079 net.cpp:228] res4b1_branch2b does not need backward computation.
I1106 23:51:22.491865 22079 net.cpp:228] res4b1_branch2a_relu does not need backward computation.
I1106 23:51:22.491868 22079 net.cpp:228] scale4b1_branch2a does not need backward computation.
I1106 23:51:22.491870 22079 net.cpp:228] bn4b1_branch2a does not need backward computation.
I1106 23:51:22.491873 22079 net.cpp:228] res4b1_branch2a does not need backward computation.
I1106 23:51:22.491876 22079 net.cpp:228] res4a_res4a_relu_0_split does not need backward computation.
I1106 23:51:22.491878 22079 net.cpp:228] res4a_relu does not need backward computation.
I1106 23:51:22.491881 22079 net.cpp:228] res4a does not need backward computation.
I1106 23:51:22.491884 22079 net.cpp:228] scale4a_branch2c does not need backward computation.
I1106 23:51:22.491886 22079 net.cpp:228] bn4a_branch2c does not need backward computation.
I1106 23:51:22.491889 22079 net.cpp:228] res4a_branch2c does not need backward computation.
I1106 23:51:22.491891 22079 net.cpp:228] res4a_branch2b_relu does not need backward computation.
I1106 23:51:22.491894 22079 net.cpp:228] scale4a_branch2b does not need backward computation.
I1106 23:51:22.491896 22079 net.cpp:228] bn4a_branch2b does not need backward computation.
I1106 23:51:22.491899 22079 net.cpp:228] res4a_branch2b does not need backward computation.
I1106 23:51:22.491902 22079 net.cpp:228] res4a_branch2a_relu does not need backward computation.
I1106 23:51:22.491904 22079 net.cpp:228] scale4a_branch2a does not need backward computation.
I1106 23:51:22.491906 22079 net.cpp:228] bn4a_branch2a does not need backward computation.
I1106 23:51:22.491909 22079 net.cpp:228] res4a_branch2a does not need backward computation.
I1106 23:51:22.491911 22079 net.cpp:228] scale4a_branch1 does not need backward computation.
I1106 23:51:22.491914 22079 net.cpp:228] bn4a_branch1 does not need backward computation.
I1106 23:51:22.491917 22079 net.cpp:228] res4a_branch1 does not need backward computation.
I1106 23:51:22.491919 22079 net.cpp:228] res3b3_res3b3_relu_0_split does not need backward computation.
I1106 23:51:22.491924 22079 net.cpp:228] res3b3_relu does not need backward computation.
I1106 23:51:22.491925 22079 net.cpp:228] res3b3 does not need backward computation.
I1106 23:51:22.491928 22079 net.cpp:228] scale3b3_branch2c does not need backward computation.
I1106 23:51:22.491930 22079 net.cpp:228] bn3b3_branch2c does not need backward computation.
I1106 23:51:22.491933 22079 net.cpp:228] res3b3_branch2c does not need backward computation.
I1106 23:51:22.491936 22079 net.cpp:228] res3b3_branch2b_relu does not need backward computation.
I1106 23:51:22.491938 22079 net.cpp:228] scale3b3_branch2b does not need backward computation.
I1106 23:51:22.491941 22079 net.cpp:228] bn3b3_branch2b does not need backward computation.
I1106 23:51:22.491943 22079 net.cpp:228] res3b3_branch2b does not need backward computation.
I1106 23:51:22.491945 22079 net.cpp:228] res3b3_branch2a_relu does not need backward computation.
I1106 23:51:22.491948 22079 net.cpp:228] scale3b3_branch2a does not need backward computation.
I1106 23:51:22.491950 22079 net.cpp:228] bn3b3_branch2a does not need backward computation.
I1106 23:51:22.491953 22079 net.cpp:228] res3b3_branch2a does not need backward computation.
I1106 23:51:22.491956 22079 net.cpp:228] res3b2_res3b2_relu_0_split does not need backward computation.
I1106 23:51:22.491958 22079 net.cpp:228] res3b2_relu does not need backward computation.
I1106 23:51:22.491961 22079 net.cpp:228] res3b2 does not need backward computation.
I1106 23:51:22.491964 22079 net.cpp:228] scale3b2_branch2c does not need backward computation.
I1106 23:51:22.491966 22079 net.cpp:228] bn3b2_branch2c does not need backward computation.
I1106 23:51:22.491969 22079 net.cpp:228] res3b2_branch2c does not need backward computation.
I1106 23:51:22.491971 22079 net.cpp:228] res3b2_branch2b_relu does not need backward computation.
I1106 23:51:22.491974 22079 net.cpp:228] scale3b2_branch2b does not need backward computation.
I1106 23:51:22.491976 22079 net.cpp:228] bn3b2_branch2b does not need backward computation.
I1106 23:51:22.491979 22079 net.cpp:228] res3b2_branch2b does not need backward computation.
I1106 23:51:22.491981 22079 net.cpp:228] res3b2_branch2a_relu does not need backward computation.
I1106 23:51:22.491984 22079 net.cpp:228] scale3b2_branch2a does not need backward computation.
I1106 23:51:22.491986 22079 net.cpp:228] bn3b2_branch2a does not need backward computation.
I1106 23:51:22.491989 22079 net.cpp:228] res3b2_branch2a does not need backward computation.
I1106 23:51:22.491991 22079 net.cpp:228] res3b1_res3b1_relu_0_split does not need backward computation.
I1106 23:51:22.491994 22079 net.cpp:228] res3b1_relu does not need backward computation.
I1106 23:51:22.491997 22079 net.cpp:228] res3b1 does not need backward computation.
I1106 23:51:22.492000 22079 net.cpp:228] scale3b1_branch2c does not need backward computation.
I1106 23:51:22.492002 22079 net.cpp:228] bn3b1_branch2c does not need backward computation.
I1106 23:51:22.492005 22079 net.cpp:228] res3b1_branch2c does not need backward computation.
I1106 23:51:22.492007 22079 net.cpp:228] res3b1_branch2b_relu does not need backward computation.
I1106 23:51:22.492009 22079 net.cpp:228] scale3b1_branch2b does not need backward computation.
I1106 23:51:22.492012 22079 net.cpp:228] bn3b1_branch2b does not need backward computation.
I1106 23:51:22.492014 22079 net.cpp:228] res3b1_branch2b does not need backward computation.
I1106 23:51:22.492017 22079 net.cpp:228] res3b1_branch2a_relu does not need backward computation.
I1106 23:51:22.492020 22079 net.cpp:228] scale3b1_branch2a does not need backward computation.
I1106 23:51:22.492022 22079 net.cpp:228] bn3b1_branch2a does not need backward computation.
I1106 23:51:22.492024 22079 net.cpp:228] res3b1_branch2a does not need backward computation.
I1106 23:51:22.492027 22079 net.cpp:228] res3a_res3a_relu_0_split does not need backward computation.
I1106 23:51:22.492029 22079 net.cpp:228] res3a_relu does not need backward computation.
I1106 23:51:22.492033 22079 net.cpp:228] res3a does not need backward computation.
I1106 23:51:22.492036 22079 net.cpp:228] scale3a_branch2c does not need backward computation.
I1106 23:51:22.492039 22079 net.cpp:228] bn3a_branch2c does not need backward computation.
I1106 23:51:22.492041 22079 net.cpp:228] res3a_branch2c does not need backward computation.
I1106 23:51:22.492048 22079 net.cpp:228] res3a_branch2b_relu does not need backward computation.
I1106 23:51:22.492050 22079 net.cpp:228] scale3a_branch2b does not need backward computation.
I1106 23:51:22.492053 22079 net.cpp:228] bn3a_branch2b does not need backward computation.
I1106 23:51:22.492055 22079 net.cpp:228] res3a_branch2b does not need backward computation.
I1106 23:51:22.492058 22079 net.cpp:228] res3a_branch2a_relu does not need backward computation.
I1106 23:51:22.492060 22079 net.cpp:228] scale3a_branch2a does not need backward computation.
I1106 23:51:22.492063 22079 net.cpp:228] bn3a_branch2a does not need backward computation.
I1106 23:51:22.492065 22079 net.cpp:228] res3a_branch2a does not need backward computation.
I1106 23:51:22.492069 22079 net.cpp:228] scale3a_branch1 does not need backward computation.
I1106 23:51:22.492070 22079 net.cpp:228] bn3a_branch1 does not need backward computation.
I1106 23:51:22.492072 22079 net.cpp:228] res3a_branch1 does not need backward computation.
I1106 23:51:22.492075 22079 net.cpp:228] res2c_res2c_relu_0_split does not need backward computation.
I1106 23:51:22.492079 22079 net.cpp:228] res2c_relu does not need backward computation.
I1106 23:51:22.492080 22079 net.cpp:228] res2c does not need backward computation.
I1106 23:51:22.492084 22079 net.cpp:228] scale2c_branch2c does not need backward computation.
I1106 23:51:22.492085 22079 net.cpp:228] bn2c_branch2c does not need backward computation.
I1106 23:51:22.492089 22079 net.cpp:228] res2c_branch2c does not need backward computation.
I1106 23:51:22.492090 22079 net.cpp:228] res2c_branch2b_relu does not need backward computation.
I1106 23:51:22.492094 22079 net.cpp:228] scale2c_branch2b does not need backward computation.
I1106 23:51:22.492095 22079 net.cpp:228] bn2c_branch2b does not need backward computation.
I1106 23:51:22.492099 22079 net.cpp:228] res2c_branch2b does not need backward computation.
I1106 23:51:22.492100 22079 net.cpp:228] res2c_branch2a_relu does not need backward computation.
I1106 23:51:22.492103 22079 net.cpp:228] scale2c_branch2a does not need backward computation.
I1106 23:51:22.492105 22079 net.cpp:228] bn2c_branch2a does not need backward computation.
I1106 23:51:22.492108 22079 net.cpp:228] res2c_branch2a does not need backward computation.
I1106 23:51:22.492110 22079 net.cpp:228] res2b_res2b_relu_0_split does not need backward computation.
I1106 23:51:22.492113 22079 net.cpp:228] res2b_relu does not need backward computation.
I1106 23:51:22.492115 22079 net.cpp:228] res2b does not need backward computation.
I1106 23:51:22.492118 22079 net.cpp:228] scale2b_branch2c does not need backward computation.
I1106 23:51:22.492120 22079 net.cpp:228] bn2b_branch2c does not need backward computation.
I1106 23:51:22.492123 22079 net.cpp:228] res2b_branch2c does not need backward computation.
I1106 23:51:22.492125 22079 net.cpp:228] res2b_branch2b_relu does not need backward computation.
I1106 23:51:22.492128 22079 net.cpp:228] scale2b_branch2b does not need backward computation.
I1106 23:51:22.492130 22079 net.cpp:228] bn2b_branch2b does not need backward computation.
I1106 23:51:22.492133 22079 net.cpp:228] res2b_branch2b does not need backward computation.
I1106 23:51:22.492136 22079 net.cpp:228] res2b_branch2a_relu does not need backward computation.
I1106 23:51:22.492138 22079 net.cpp:228] scale2b_branch2a does not need backward computation.
I1106 23:51:22.492141 22079 net.cpp:228] bn2b_branch2a does not need backward computation.
I1106 23:51:22.492142 22079 net.cpp:228] res2b_branch2a does not need backward computation.
I1106 23:51:22.492146 22079 net.cpp:228] res2a_res2a_relu_0_split does not need backward computation.
I1106 23:51:22.492148 22079 net.cpp:228] res2a_relu does not need backward computation.
I1106 23:51:22.492151 22079 net.cpp:228] res2a does not need backward computation.
I1106 23:51:22.492153 22079 net.cpp:228] scale2a_branch2c does not need backward computation.
I1106 23:51:22.492156 22079 net.cpp:228] bn2a_branch2c does not need backward computation.
I1106 23:51:22.492158 22079 net.cpp:228] res2a_branch2c does not need backward computation.
I1106 23:51:22.492161 22079 net.cpp:228] res2a_branch2b_relu does not need backward computation.
I1106 23:51:22.492163 22079 net.cpp:228] scale2a_branch2b does not need backward computation.
I1106 23:51:22.492166 22079 net.cpp:228] bn2a_branch2b does not need backward computation.
I1106 23:51:22.492167 22079 net.cpp:228] res2a_branch2b does not need backward computation.
I1106 23:51:22.492169 22079 net.cpp:228] res2a_branch2a_relu does not need backward computation.
I1106 23:51:22.492172 22079 net.cpp:228] scale2a_branch2a does not need backward computation.
I1106 23:51:22.492174 22079 net.cpp:228] bn2a_branch2a does not need backward computation.
I1106 23:51:22.492177 22079 net.cpp:228] res2a_branch2a does not need backward computation.
I1106 23:51:22.492179 22079 net.cpp:228] scale2a_branch1 does not need backward computation.
I1106 23:51:22.492182 22079 net.cpp:228] bn2a_branch1 does not need backward computation.
I1106 23:51:22.492184 22079 net.cpp:228] res2a_branch1 does not need backward computation.
I1106 23:51:22.492187 22079 net.cpp:228] pool1_pool1_0_split does not need backward computation.
I1106 23:51:22.492189 22079 net.cpp:228] pool1 does not need backward computation.
I1106 23:51:22.492192 22079 net.cpp:228] conv1_relu does not need backward computation.
I1106 23:51:22.492194 22079 net.cpp:228] scale_conv1 does not need backward computation.
I1106 23:51:22.492197 22079 net.cpp:228] bn_conv1 does not need backward computation.
I1106 23:51:22.492198 22079 net.cpp:228] conv1 does not need backward computation.
I1106 23:51:22.492202 22079 net.cpp:228] input does not need backward computation.
I1106 23:51:22.492203 22079 net.cpp:270] This network produces output rois
I1106 23:51:22.492207 22079 net.cpp:270] This network produces output scores
I1106 23:51:22.492372 22079 net.cpp:283] Network initialization done.
start computing means/stds, it may take several minutes...
computing 0/165566
Process Process-1:
Traceback (most recent call last):
File "/usr/lib/python2.7/multiprocessing/process.py", line 258, in _bootstrap
self.run()
File "/usr/lib/python2.7/multiprocessing/process.py", line 114, in run
self._target(*self._args, **self._kwargs)
File "./tools/train_rfcn_alt_opt_5stage.py", line 250, in rpn_compute_stats
means, stds = imdb_rpn_compute_stats(rpn_net, imdb)
File "/home/zer0ne/src/R-FCN/tools/../lib/rpn/generate.py", line 190, in imdb_rpn_compute_stats
argmax_overlaps = overlaps.argmax(axis=1)
ValueError: attempt to get argmax of an empty sequence
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