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region_tlr_ssd_output
adastec-oyucedag@adastec-oyucedag:~$ rosrun trafficlight_recognizer region_tlr_ssd _image_raw_topic:=/avt_camera/image_raw _network_definition_file:=/home/adastec-oyucedag/ssdcaffe/models/models_VGGNet_VOC0712Plus_SSD_512x512_ft/models/VGGNet/VOC0712Plus/SSD_512x512_ft/deploy.prototxt _pretrained_model_file:=/home/adastec-oyucedag/ssdcaffe/models/models_VGGNet_VOC0712Plus_SSD_512x512_ft/models/VGGNet/VOC0712Plus/SSD_512x512_ft/VGG_VOC0712Plus_SSD_512x512_ft_iter_160000.caffemodel _use_gpu:=true
WARNING: Logging before InitGoogleLogging() is written to STDERR
I0316 11:36:55.824791 15369 upgrade_proto.cpp:67] Attempting to upgrade input file specified using deprecated input fields: /home/adastec-oyucedag/ssdcaffe/models/models_VGGNet_VOC0712Plus_SSD_512x512_ft/models/VGGNet/VOC0712Plus/SSD_512x512_ft/deploy.prototxt
I0316 11:36:55.824843 15369 upgrade_proto.cpp:70] Successfully upgraded file specified using deprecated input fields.
W0316 11:36:55.824848 15369 upgrade_proto.cpp:72] Note that future Caffe releases will only support input layers and not input fields.
I0316 11:36:55.824978 15369 net.cpp:58] Initializing net from parameters:
name: "VGG_VOC0712Plus_SSD_512x512_ft_deploy"
state {
phase: TEST
level: 0
}
layer {
name: "input"
type: "Input"
top: "data"
input_param {
shape {
dim: 1
dim: 3
dim: 1920
dim: 1440
}
}
}
layer {
name: "conv1_1"
type: "Convolution"
bottom: "data"
top: "conv1_1"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
pad: 1
kernel_size: 3
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "relu1_1"
type: "ReLU"
bottom: "conv1_1"
top: "conv1_1"
}
layer {
name: "conv1_2"
type: "Convolution"
bottom: "conv1_1"
top: "conv1_2"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
pad: 1
kernel_size: 3
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "relu1_2"
type: "ReLU"
bottom: "conv1_2"
top: "conv1_2"
}
layer {
name: "pool1"
type: "Pooling"
bottom: "conv1_2"
top: "pool1"
pooling_param {
pool: MAX
kernel_size: 2
stride: 2
}
}
layer {
name: "conv2_1"
type: "Convolution"
bottom: "pool1"
top: "conv2_1"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 128
pad: 1
kernel_size: 3
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "relu2_1"
type: "ReLU"
bottom: "conv2_1"
top: "conv2_1"
}
layer {
name: "conv2_2"
type: "Convolution"
bottom: "conv2_1"
top: "conv2_2"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 128
pad: 1
kernel_size: 3
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "relu2_2"
type: "ReLU"
bottom: "conv2_2"
top: "conv2_2"
}
layer {
name: "pool2"
type: "Pooling"
bottom: "conv2_2"
top: "pool2"
pooling_param {
pool: MAX
kernel_size: 2
stride: 2
}
}
layer {
name: "conv3_1"
type: "Convolution"
bottom: "pool2"
top: "conv3_1"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 256
pad: 1
kernel_size: 3
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "relu3_1"
type: "ReLU"
bottom: "conv3_1"
top: "conv3_1"
}
layer {
name: "conv3_2"
type: "Convolution"
bottom: "conv3_1"
top: "conv3_2"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 256
pad: 1
kernel_size: 3
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "relu3_2"
type: "ReLU"
bottom: "conv3_2"
top: "conv3_2"
}
layer {
name: "conv3_3"
type: "Convolution"
bottom: "conv3_2"
top: "conv3_3"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 256
pad: 1
kernel_size: 3
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "relu3_3"
type: "ReLU"
bottom: "conv3_3"
top: "conv3_3"
}
layer {
name: "pool3"
type: "Pooling"
bottom: "conv3_3"
top: "pool3"
pooling_param {
pool: MAX
kernel_size: 2
stride: 2
}
}
layer {
name: "conv4_1"
type: "Convolution"
bottom: "pool3"
top: "conv4_1"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 512
pad: 1
kernel_size: 3
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "relu4_1"
type: "ReLU"
bottom: "conv4_1"
top: "conv4_1"
}
layer {
name: "conv4_2"
type: "Convolution"
bottom: "conv4_1"
top: "conv4_2"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 512
pad: 1
kernel_size: 3
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "relu4_2"
type: "ReLU"
bottom: "conv4_2"
top: "conv4_2"
}
layer {
name: "conv4_3"
type: "Convolution"
bottom: "conv4_2"
top: "conv4_3"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 512
pad: 1
kernel_size: 3
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "relu4_3"
type: "ReLU"
bottom: "conv4_3"
top: "conv4_3"
}
layer {
name: "pool4"
type: "Pooling"
bottom: "conv4_3"
top: "pool4"
pooling_param {
pool: MAX
kernel_size: 2
stride: 2
}
}
layer {
name: "conv5_1"
type: "Convolution"
bottom: "pool4"
top: "conv5_1"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 512
pad: 1
kernel_size: 3
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
dilation: 1
}
}
layer {
name: "relu5_1"
type: "ReLU"
bottom: "conv5_1"
top: "conv5_1"
}
layer {
name: "conv5_2"
type: "Convolution"
bottom: "conv5_1"
top: "conv5_2"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 512
pad: 1
kernel_size: 3
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
dilation: 1
}
}
layer {
name: "relu5_2"
type: "ReLU"
bottom: "conv5_2"
top: "conv5_2"
}
layer {
name: "conv5_3"
type: "Convolution"
bottom: "conv5_2"
top: "conv5_3"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 512
pad: 1
kernel_size: 3
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
dilation: 1
}
}
layer {
name: "relu5_3"
type: "ReLU"
bottom: "conv5_3"
top: "conv5_3"
}
layer {
name: "pool5"
type: "Pooling"
bottom: "conv5_3"
top: "pool5"
pooling_param {
pool: MAX
kernel_size: 3
stride: 1
pad: 1
}
}
layer {
name: "fc6"
type: "Convolution"
bottom: "pool5"
top: "fc6"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 1024
pad: 6
kernel_size: 3
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
dilation: 6
}
}
layer {
name: "relu6"
type: "ReLU"
bottom: "fc6"
top: "fc6"
}
layer {
name: "fc7"
type: "Convolution"
bottom: "fc6"
top: "fc7"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 1024
kernel_size: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "relu7"
type: "ReLU"
bottom: "fc7"
top: "fc7"
}
layer {
name: "conv6_1"
type: "Convolution"
bottom: "fc7"
top: "conv6_1"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 256
pad: 0
kernel_size: 1
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv6_1_relu"
type: "ReLU"
bottom: "conv6_1"
top: "conv6_1"
}
layer {
name: "conv6_2"
type: "Convolution"
bottom: "conv6_1"
top: "conv6_2"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 512
pad: 1
kernel_size: 3
stride: 2
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv6_2_relu"
type: "ReLU"
bottom: "conv6_2"
top: "conv6_2"
}
layer {
name: "conv7_1"
type: "Convolution"
bottom: "conv6_2"
top: "conv7_1"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 128
pad: 0
kernel_size: 1
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv7_1_relu"
type: "ReLU"
bottom: "conv7_1"
top: "conv7_1"
}
layer {
name: "conv7_2"
type: "Convolution"
bottom: "conv7_1"
top: "conv7_2"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 256
pad: 1
kernel_size: 3
stride: 2
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv7_2_relu"
type: "ReLU"
bottom: "conv7_2"
top: "conv7_2"
}
layer {
name: "conv8_1"
type: "Convolution"
bottom: "conv7_2"
top: "conv8_1"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 128
pad: 0
kernel_size: 1
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv8_1_relu"
type: "ReLU"
bottom: "conv8_1"
top: "conv8_1"
}
layer {
name: "conv8_2"
type: "Convolution"
bottom: "conv8_1"
top: "conv8_2"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 256
pad: 1
kernel_size: 3
stride: 2
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv8_2_relu"
type: "ReLU"
bottom: "conv8_2"
top: "conv8_2"
}
layer {
name: "conv9_1"
type: "Convolution"
bottom: "conv8_2"
top: "conv9_1"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 128
pad: 0
kernel_size: 1
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv9_1_relu"
type: "ReLU"
bottom: "conv9_1"
top: "conv9_1"
}
layer {
name: "conv9_2"
type: "Convolution"
bottom: "conv9_1"
top: "conv9_2"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 256
pad: 1
kernel_size: 3
stride: 2
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv9_2_relu"
type: "ReLU"
bottom: "conv9_2"
top: "conv9_2"
}
layer {
name: "conv10_1"
type: "Convolution"
bottom: "conv9_2"
top: "conv10_1"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 128
pad: 0
kernel_size: 1
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv10_1_relu"
type: "ReLU"
bottom: "conv10_1"
top: "conv10_1"
}
layer {
name: "conv10_2"
type: "Convolution"
bottom: "conv10_1"
top: "conv10_2"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 256
pad: 1
kernel_size: 4
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv10_2_relu"
type: "ReLU"
bottom: "conv10_2"
top: "conv10_2"
}
layer {
name: "conv4_3_norm"
type: "Normalize"
bottom: "conv4_3"
top: "conv4_3_norm"
norm_param {
across_spatial: false
scale_filler {
type: "constant"
value: 20
}
channel_shared: false
}
}
layer {
name: "conv4_3_norm_mbox_loc"
type: "Convolution"
bottom: "conv4_3_norm"
top: "conv4_3_norm_mbox_loc"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 16
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv4_3_norm_mbox_loc_perm"
type: "Permute"
bottom: "conv4_3_norm_mbox_loc"
top: "conv4_3_norm_mbox_loc_perm"
permute_param {
order: 0
order: 2
order: 3
order: 1
}
}
layer {
name: "conv4_3_norm_mbox_loc_flat"
type: "Flatten"
bottom: "conv4_3_norm_mbox_loc_perm"
top: "conv4_3_norm_mbox_loc_flat"
flatten_param {
axis: 1
}
}
layer {
name: "conv4_3_norm_mbox_conf"
type: "Convolution"
bottom: "conv4_3_norm"
top: "conv4_3_norm_mbox_conf"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 84
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv4_3_norm_mbox_conf_perm"
type: "Permute"
bottom: "conv4_3_norm_mbox_conf"
top: "conv4_3_norm_mbox_conf_perm"
permute_param {
order: 0
order: 2
order: 3
order: 1
}
}
layer {
name: "conv4_3_norm_mbox_conf_flat"
type: "Flatten"
bottom: "conv4_3_norm_mbox_conf_perm"
top: "conv4_3_norm_mbox_conf_flat"
flatten_param {
axis: 1
}
}
layer {
name: "conv4_3_norm_mbox_priorbox"
type: "PriorBox"
bottom: "conv4_3_norm"
bottom: "data"
top: "conv4_3_norm_mbox_priorbox"
prior_box_param {
min_size: 20.48
max_size: 51.2
aspect_ratio: 2
flip: true
clip: false
variance: 0.1
variance: 0.1
variance: 0.2
variance: 0.2
step: 8
}
}
layer {
name: "fc7_mbox_loc"
type: "Convolution"
bottom: "fc7"
top: "fc7_mbox_loc"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 24
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "fc7_mbox_loc_perm"
type: "Permute"
bottom: "fc7_mbox_loc"
top: "fc7_mbox_loc_perm"
permute_param {
order: 0
order: 2
order: 3
order: 1
}
}
layer {
name: "fc7_mbox_loc_flat"
type: "Flatten"
bottom: "fc7_mbox_loc_perm"
top: "fc7_mbox_loc_flat"
flatten_param {
axis: 1
}
}
layer {
name: "fc7_mbox_conf"
type: "Convolution"
bottom: "fc7"
top: "fc7_mbox_conf"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 126
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "fc7_mbox_conf_perm"
type: "Permute"
bottom: "fc7_mbox_conf"
top: "fc7_mbox_conf_perm"
permute_param {
order: 0
order: 2
order: 3
order: 1
}
}
layer {
name: "fc7_mbox_conf_flat"
type: "Flatten"
bottom: "fc7_mbox_conf_perm"
top: "fc7_mbox_conf_flat"
flatten_param {
axis: 1
}
}
layer {
name: "fc7_mbox_priorbox"
type: "PriorBox"
bottom: "fc7"
bottom: "data"
top: "fc7_mbox_priorbox"
prior_box_param {
min_size: 51.2
max_size: 133.12
aspect_ratio: 2
aspect_ratio: 3
flip: true
clip: false
variance: 0.1
variance: 0.1
variance: 0.2
variance: 0.2
step: 16
}
}
layer {
name: "conv6_2_mbox_loc"
type: "Convolution"
bottom: "conv6_2"
top: "conv6_2_mbox_loc"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 24
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv6_2_mbox_loc_perm"
type: "Permute"
bottom: "conv6_2_mbox_loc"
top: "conv6_2_mbox_loc_perm"
permute_param {
order: 0
order: 2
order: 3
order: 1
}
}
layer {
name: "conv6_2_mbox_loc_flat"
type: "Flatten"
bottom: "conv6_2_mbox_loc_perm"
top: "conv6_2_mbox_loc_flat"
flatten_param {
axis: 1
}
}
layer {
name: "conv6_2_mbox_conf"
type: "Convolution"
bottom: "conv6_2"
top: "conv6_2_mbox_conf"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 126
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv6_2_mbox_conf_perm"
type: "Permute"
bottom: "conv6_2_mbox_conf"
top: "conv6_2_mbox_conf_perm"
permute_param {
order: 0
order: 2
order: 3
order: 1
}
}
layer {
name: "conv6_2_mbox_conf_flat"
type: "Flatten"
bottom: "conv6_2_mbox_conf_perm"
top: "conv6_2_mbox_conf_flat"
flatten_param {
axis: 1
}
}
layer {
name: "conv6_2_mbox_priorbox"
type: "PriorBox"
bottom: "conv6_2"
bottom: "data"
top: "conv6_2_mbox_priorbox"
prior_box_param {
min_size: 133.12
max_size: 215.04
aspect_ratio: 2
aspect_ratio: 3
flip: true
clip: false
variance: 0.1
variance: 0.1
variance: 0.2
variance: 0.2
step: 32
}
}
layer {
name: "conv7_2_mbox_loc"
type: "Convolution"
bottom: "conv7_2"
top: "conv7_2_mbox_loc"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 24
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv7_2_mbox_loc_perm"
type: "Permute"
bottom: "conv7_2_mbox_loc"
top: "conv7_2_mbox_loc_perm"
permute_param {
order: 0
order: 2
order: 3
order: 1
}
}
layer {
name: "conv7_2_mbox_loc_flat"
type: "Flatten"
bottom: "conv7_2_mbox_loc_perm"
top: "conv7_2_mbox_loc_flat"
flatten_param {
axis: 1
}
}
layer {
name: "conv7_2_mbox_conf"
type: "Convolution"
bottom: "conv7_2"
top: "conv7_2_mbox_conf"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 126
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv7_2_mbox_conf_perm"
type: "Permute"
bottom: "conv7_2_mbox_conf"
top: "conv7_2_mbox_conf_perm"
permute_param {
order: 0
order: 2
order: 3
order: 1
}
}
layer {
name: "conv7_2_mbox_conf_flat"
type: "Flatten"
bottom: "conv7_2_mbox_conf_perm"
top: "conv7_2_mbox_conf_flat"
flatten_param {
axis: 1
}
}
layer {
name: "conv7_2_mbox_priorbox"
type: "PriorBox"
bottom: "conv7_2"
bottom: "data"
top: "conv7_2_mbox_priorbox"
prior_box_param {
min_size: 215.04
max_size: 296.96
aspect_ratio: 2
aspect_ratio: 3
flip: true
clip: false
variance: 0.1
variance: 0.1
variance: 0.2
variance: 0.2
step: 64
}
}
layer {
name: "conv8_2_mbox_loc"
type: "Convolution"
bottom: "conv8_2"
top: "conv8_2_mbox_loc"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 24
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv8_2_mbox_loc_perm"
type: "Permute"
bottom: "conv8_2_mbox_loc"
top: "conv8_2_mbox_loc_perm"
permute_param {
order: 0
order: 2
order: 3
order: 1
}
}
layer {
name: "conv8_2_mbox_loc_flat"
type: "Flatten"
bottom: "conv8_2_mbox_loc_perm"
top: "conv8_2_mbox_loc_flat"
flatten_param {
axis: 1
}
}
layer {
name: "conv8_2_mbox_conf"
type: "Convolution"
bottom: "conv8_2"
top: "conv8_2_mbox_conf"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 126
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv8_2_mbox_conf_perm"
type: "Permute"
bottom: "conv8_2_mbox_conf"
top: "conv8_2_mbox_conf_perm"
permute_param {
order: 0
order: 2
order: 3
order: 1
}
}
layer {
name: "conv8_2_mbox_conf_flat"
type: "Flatten"
bottom: "conv8_2_mbox_conf_perm"
top: "conv8_2_mbox_conf_flat"
flatten_param {
axis: 1
}
}
layer {
name: "conv8_2_mbox_priorbox"
type: "PriorBox"
bottom: "conv8_2"
bottom: "data"
top: "conv8_2_mbox_priorbox"
prior_box_param {
min_size: 296.96
max_size: 378.88
aspect_ratio: 2
aspect_ratio: 3
flip: true
clip: false
variance: 0.1
variance: 0.1
variance: 0.2
variance: 0.2
step: 128
}
}
layer {
name: "conv9_2_mbox_loc"
type: "Convolution"
bottom: "conv9_2"
top: "conv9_2_mbox_loc"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 16
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv9_2_mbox_loc_perm"
type: "Permute"
bottom: "conv9_2_mbox_loc"
top: "conv9_2_mbox_loc_perm"
permute_param {
order: 0
order: 2
order: 3
order: 1
}
}
layer {
name: "conv9_2_mbox_loc_flat"
type: "Flatten"
bottom: "conv9_2_mbox_loc_perm"
top: "conv9_2_mbox_loc_flat"
flatten_param {
axis: 1
}
}
layer {
name: "conv9_2_mbox_conf"
type: "Convolution"
bottom: "conv9_2"
top: "conv9_2_mbox_conf"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 84
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv9_2_mbox_conf_perm"
type: "Permute"
bottom: "conv9_2_mbox_conf"
top: "conv9_2_mbox_conf_perm"
permute_param {
order: 0
order: 2
order: 3
order: 1
}
}
layer {
name: "conv9_2_mbox_conf_flat"
type: "Flatten"
bottom: "conv9_2_mbox_conf_perm"
top: "conv9_2_mbox_conf_flat"
flatten_param {
axis: 1
}
}
layer {
name: "conv9_2_mbox_priorbox"
type: "PriorBox"
bottom: "conv9_2"
bottom: "data"
top: "conv9_2_mbox_priorbox"
prior_box_param {
min_size: 378.88
max_size: 460.8
aspect_ratio: 2
flip: true
clip: false
variance: 0.1
variance: 0.1
variance: 0.2
variance: 0.2
step: 256
}
}
layer {
name: "conv10_2_mbox_loc"
type: "Convolution"
bottom: "conv10_2"
top: "conv10_2_mbox_loc"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 16
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv10_2_mbox_loc_perm"
type: "Permute"
bottom: "conv10_2_mbox_loc"
top: "conv10_2_mbox_loc_perm"
permute_param {
order: 0
order: 2
order: 3
order: 1
}
}
layer {
name: "conv10_2_mbox_loc_flat"
type: "Flatten"
bottom: "conv10_2_mbox_loc_perm"
top: "conv10_2_mbox_loc_flat"
flatten_param {
axis: 1
}
}
layer {
name: "conv10_2_mbox_conf"
type: "Convolution"
bottom: "conv10_2"
top: "conv10_2_mbox_conf"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 84
pad: 1
kernel_size: 3
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "conv10_2_mbox_conf_perm"
type: "Permute"
bottom: "conv10_2_mbox_conf"
top: "conv10_2_mbox_conf_perm"
permute_param {
order: 0
order: 2
order: 3
order: 1
}
}
layer {
name: "conv10_2_mbox_conf_flat"
type: "Flatten"
bottom: "conv10_2_mbox_conf_perm"
top: "conv10_2_mbox_conf_flat"
flatten_param {
axis: 1
}
}
layer {
name: "conv10_2_mbox_priorbox"
type: "PriorBox"
bottom: "conv10_2"
bottom: "data"
top: "conv10_2_mbox_priorbox"
prior_box_param {
min_size: 460.8
max_size: 542.72
aspect_ratio: 2
flip: true
clip: false
variance: 0.1
variance: 0.1
variance: 0.2
variance: 0.2
step: 512
}
}
layer {
name: "mbox_loc"
type: "Concat"
bottom: "conv4_3_norm_mbox_loc_flat"
bottom: "fc7_mbox_loc_flat"
bottom: "conv6_2_mbox_loc_flat"
bottom: "conv7_2_mbox_loc_flat"
bottom: "conv8_2_mbox_loc_flat"
bottom: "conv9_2_mbox_loc_flat"
bottom: "conv10_2_mbox_loc_flat"
top: "mbox_loc"
concat_param {
axis: 1
}
}
layer {
name: "mbox_conf"
type: "Concat"
bottom: "conv4_3_norm_mbox_conf_flat"
bottom: "fc7_mbox_conf_flat"
bottom: "conv6_2_mbox_conf_flat"
bottom: "conv7_2_mbox_conf_flat"
bottom: "conv8_2_mbox_conf_flat"
bottom: "conv9_2_mbox_conf_flat"
bottom: "conv10_2_mbox_conf_flat"
top: "mbox_conf"
concat_param {
axis: 1
}
}
layer {
name: "mbox_priorbox"
type: "Concat"
bottom: "conv4_3_norm_mbox_priorbox"
bottom: "fc7_mbox_priorbox"
bottom: "conv6_2_mbox_priorbox"
bottom: "conv7_2_mbox_priorbox"
bottom: "conv8_2_mbox_priorbox"
bottom: "conv9_2_mbox_priorbox"
bottom: "conv10_2_mbox_priorbox"
top: "mbox_priorbox"
concat_param {
axis: 2
}
}
layer {
name: "mbox_conf_reshape"
type: "Reshape"
bottom: "mbox_conf"
top: "mbox_conf_reshape"
reshape_param {
shape {
dim: 0
dim: -1
dim: 21
}
}
}
layer {
name: "mbox_conf_softmax"
type: "Softmax"
bottom: "mbox_conf_reshape"
top: "mbox_conf_softmax"
softmax_param {
axis: 2
}
}
layer {
name: "mbox_conf_flatten"
type: "Flatten"
bottom: "mbox_conf_softmax"
top: "mbox_conf_flatten"
flatten_param {
axis: 1
}
}
layer {
name: "detection_out"
type: "DetectionOutput"
bottom: "mbox_loc"
bottom: "mbox_conf_flatten"
bottom: "mbox_priorbox"
top: "detection_out"
include {
phase: TEST
}
detection_output_param {
num_classes: 21
share_location: true
background_label_id: 0
nms_param {
nms_threshold: 0.45
top_k: 100
}
save_output_param {
label_map_file: "/home/adastec-oyucedag/ssdcaffe/data/VOC0712/labelmap_voc.prototxt"
}
code_type: CENTER_SIZE
keep_top_k: 100
}
}
I0316 11:36:55.826578 15369 layer_factory.hpp:77] Creating layer input
I0316 11:36:55.826594 15369 net.cpp:100] Creating Layer input
I0316 11:36:55.826601 15369 net.cpp:408] input -> data
I0316 11:36:55.834900 15369 net.cpp:150] Setting up input
I0316 11:36:55.835242 15369 net.cpp:157] Top shape: 1 3 1920 1440 (8294400)
I0316 11:36:55.835391 15369 net.cpp:165] Memory required for data: 33177600
I0316 11:36:55.835399 15369 layer_factory.hpp:77] Creating layer data_input_0_split
I0316 11:36:55.835408 15369 net.cpp:100] Creating Layer data_input_0_split
I0316 11:36:55.835414 15369 net.cpp:434] data_input_0_split <- data
I0316 11:36:55.835423 15369 net.cpp:408] data_input_0_split -> data_input_0_split_0
I0316 11:36:55.835433 15369 net.cpp:408] data_input_0_split -> data_input_0_split_1
I0316 11:36:55.835440 15369 net.cpp:408] data_input_0_split -> data_input_0_split_2
I0316 11:36:55.835445 15369 net.cpp:408] data_input_0_split -> data_input_0_split_3
I0316 11:36:55.835450 15369 net.cpp:408] data_input_0_split -> data_input_0_split_4
I0316 11:36:55.835455 15369 net.cpp:408] data_input_0_split -> data_input_0_split_5
I0316 11:36:55.835460 15369 net.cpp:408] data_input_0_split -> data_input_0_split_6
I0316 11:36:55.835464 15369 net.cpp:408] data_input_0_split -> data_input_0_split_7
I0316 11:36:55.835530 15369 net.cpp:150] Setting up data_input_0_split
I0316 11:36:55.835534 15369 net.cpp:157] Top shape: 1 3 1920 1440 (8294400)
I0316 11:36:55.835539 15369 net.cpp:157] Top shape: 1 3 1920 1440 (8294400)
I0316 11:36:55.835542 15369 net.cpp:157] Top shape: 1 3 1920 1440 (8294400)
I0316 11:36:55.835546 15369 net.cpp:157] Top shape: 1 3 1920 1440 (8294400)
I0316 11:36:55.835551 15369 net.cpp:157] Top shape: 1 3 1920 1440 (8294400)
I0316 11:36:55.835553 15369 net.cpp:157] Top shape: 1 3 1920 1440 (8294400)
I0316 11:36:55.835557 15369 net.cpp:157] Top shape: 1 3 1920 1440 (8294400)
I0316 11:36:55.835561 15369 net.cpp:157] Top shape: 1 3 1920 1440 (8294400)
I0316 11:36:55.835564 15369 net.cpp:165] Memory required for data: 298598400
I0316 11:36:55.835567 15369 layer_factory.hpp:77] Creating layer conv1_1
I0316 11:36:55.835703 15369 net.cpp:100] Creating Layer conv1_1
I0316 11:36:55.835708 15369 net.cpp:434] conv1_1 <- data_input_0_split_0
I0316 11:36:55.835714 15369 net.cpp:408] conv1_1 -> conv1_1
I0316 11:36:56.956171 15369 net.cpp:150] Setting up conv1_1
I0316 11:36:56.956187 15369 net.cpp:157] Top shape: 1 64 1920 1440 (176947200)
I0316 11:36:56.956195 15369 net.cpp:165] Memory required for data: 1006387200
I0316 11:36:56.956218 15369 layer_factory.hpp:77] Creating layer relu1_1
I0316 11:36:56.956228 15369 net.cpp:100] Creating Layer relu1_1
I0316 11:36:56.956233 15369 net.cpp:434] relu1_1 <- conv1_1
I0316 11:36:56.956239 15369 net.cpp:395] relu1_1 -> conv1_1 (in-place)
I0316 11:36:56.957150 15369 net.cpp:150] Setting up relu1_1
I0316 11:36:56.957160 15369 net.cpp:157] Top shape: 1 64 1920 1440 (176947200)
I0316 11:36:56.957165 15369 net.cpp:165] Memory required for data: 1714176000
I0316 11:36:56.957170 15369 layer_factory.hpp:77] Creating layer conv1_2
I0316 11:36:56.957180 15369 net.cpp:100] Creating Layer conv1_2
I0316 11:36:56.957183 15369 net.cpp:434] conv1_2 <- conv1_1
I0316 11:36:56.957188 15369 net.cpp:408] conv1_2 -> conv1_2
I0316 11:36:56.969120 15369 net.cpp:150] Setting up conv1_2
I0316 11:36:56.969135 15369 net.cpp:157] Top shape: 1 64 1920 1440 (176947200)
I0316 11:36:56.969142 15369 net.cpp:165] Memory required for data: 2421964800
I0316 11:36:56.969152 15369 layer_factory.hpp:77] Creating layer relu1_2
I0316 11:36:56.969159 15369 net.cpp:100] Creating Layer relu1_2
I0316 11:36:56.969164 15369 net.cpp:434] relu1_2 <- conv1_2
I0316 11:36:56.969172 15369 net.cpp:395] relu1_2 -> conv1_2 (in-place)
I0316 11:36:56.969540 15369 net.cpp:150] Setting up relu1_2
I0316 11:36:56.969547 15369 net.cpp:157] Top shape: 1 64 1920 1440 (176947200)
I0316 11:36:56.969552 15369 net.cpp:165] Memory required for data: 3129753600
I0316 11:36:56.969554 15369 layer_factory.hpp:77] Creating layer pool1
I0316 11:36:56.969559 15369 net.cpp:100] Creating Layer pool1
I0316 11:36:56.969563 15369 net.cpp:434] pool1 <- conv1_2
I0316 11:36:56.969568 15369 net.cpp:408] pool1 -> pool1
I0316 11:36:56.969609 15369 net.cpp:150] Setting up pool1
I0316 11:36:56.969612 15369 net.cpp:157] Top shape: 1 64 960 720 (44236800)
I0316 11:36:56.969616 15369 net.cpp:165] Memory required for data: 3306700800
I0316 11:36:56.969619 15369 layer_factory.hpp:77] Creating layer conv2_1
I0316 11:36:56.969627 15369 net.cpp:100] Creating Layer conv2_1
I0316 11:36:56.969630 15369 net.cpp:434] conv2_1 <- pool1
I0316 11:36:56.969635 15369 net.cpp:408] conv2_1 -> conv2_1
I0316 11:36:56.973937 15369 net.cpp:150] Setting up conv2_1
I0316 11:36:56.973950 15369 net.cpp:157] Top shape: 1 128 960 720 (88473600)
I0316 11:36:56.973958 15369 net.cpp:165] Memory required for data: 3660595200
I0316 11:36:56.973968 15369 layer_factory.hpp:77] Creating layer relu2_1
I0316 11:36:56.973975 15369 net.cpp:100] Creating Layer relu2_1
I0316 11:36:56.973980 15369 net.cpp:434] relu2_1 <- conv2_1
I0316 11:36:56.973987 15369 net.cpp:395] relu2_1 -> conv2_1 (in-place)
I0316 11:36:56.974351 15369 net.cpp:150] Setting up relu2_1
I0316 11:36:56.974359 15369 net.cpp:157] Top shape: 1 128 960 720 (88473600)
I0316 11:36:56.974364 15369 net.cpp:165] Memory required for data: 4014489600
I0316 11:36:56.974367 15369 layer_factory.hpp:77] Creating layer conv2_2
I0316 11:36:56.974376 15369 net.cpp:100] Creating Layer conv2_2
I0316 11:36:56.974380 15369 net.cpp:434] conv2_2 <- conv2_1
I0316 11:36:56.974383 15369 net.cpp:408] conv2_2 -> conv2_2
I0316 11:36:56.977753 15369 net.cpp:150] Setting up conv2_2
I0316 11:36:56.977766 15369 net.cpp:157] Top shape: 1 128 960 720 (88473600)
I0316 11:36:56.977771 15369 net.cpp:165] Memory required for data: 4368384000
I0316 11:36:56.977778 15369 layer_factory.hpp:77] Creating layer relu2_2
I0316 11:36:56.977784 15369 net.cpp:100] Creating Layer relu2_2
I0316 11:36:56.977788 15369 net.cpp:434] relu2_2 <- conv2_2
I0316 11:36:56.977792 15369 net.cpp:395] relu2_2 -> conv2_2 (in-place)
I0316 11:36:56.978189 15369 net.cpp:150] Setting up relu2_2
I0316 11:36:56.978196 15369 net.cpp:157] Top shape: 1 128 960 720 (88473600)
I0316 11:36:56.978201 15369 net.cpp:165] Memory required for data: 4722278400
I0316 11:36:56.978204 15369 layer_factory.hpp:77] Creating layer pool2
I0316 11:36:56.978210 15369 net.cpp:100] Creating Layer pool2
I0316 11:36:56.978214 15369 net.cpp:434] pool2 <- conv2_2
I0316 11:36:56.978217 15369 net.cpp:408] pool2 -> pool2
I0316 11:36:56.978250 15369 net.cpp:150] Setting up pool2
I0316 11:36:56.978253 15369 net.cpp:157] Top shape: 1 128 480 360 (22118400)
I0316 11:36:56.978257 15369 net.cpp:165] Memory required for data: 4810752000
I0316 11:36:56.978260 15369 layer_factory.hpp:77] Creating layer conv3_1
I0316 11:36:56.978267 15369 net.cpp:100] Creating Layer conv3_1
I0316 11:36:56.978271 15369 net.cpp:434] conv3_1 <- pool2
I0316 11:36:56.978273 15369 net.cpp:408] conv3_1 -> conv3_1
I0316 11:36:56.981540 15369 net.cpp:150] Setting up conv3_1
I0316 11:36:56.981550 15369 net.cpp:157] Top shape: 1 256 480 360 (44236800)
I0316 11:36:56.981556 15369 net.cpp:165] Memory required for data: 4987699200
I0316 11:36:56.981564 15369 layer_factory.hpp:77] Creating layer relu3_1
I0316 11:36:56.981568 15369 net.cpp:100] Creating Layer relu3_1
I0316 11:36:56.981572 15369 net.cpp:434] relu3_1 <- conv3_1
I0316 11:36:56.981576 15369 net.cpp:395] relu3_1 -> conv3_1 (in-place)
I0316 11:36:56.982636 15369 net.cpp:150] Setting up relu3_1
I0316 11:36:56.982645 15369 net.cpp:157] Top shape: 1 256 480 360 (44236800)
I0316 11:36:56.982651 15369 net.cpp:165] Memory required for data: 5164646400
I0316 11:36:56.982654 15369 layer_factory.hpp:77] Creating layer conv3_2
I0316 11:36:56.982661 15369 net.cpp:100] Creating Layer conv3_2
I0316 11:36:56.982666 15369 net.cpp:434] conv3_2 <- conv3_1
I0316 11:36:56.982671 15369 net.cpp:408] conv3_2 -> conv3_2
I0316 11:36:56.988270 15369 net.cpp:150] Setting up conv3_2
I0316 11:36:56.988282 15369 net.cpp:157] Top shape: 1 256 480 360 (44236800)
I0316 11:36:56.988289 15369 net.cpp:165] Memory required for data: 5341593600
I0316 11:36:56.988296 15369 layer_factory.hpp:77] Creating layer relu3_2
I0316 11:36:56.988303 15369 net.cpp:100] Creating Layer relu3_2
I0316 11:36:56.988307 15369 net.cpp:434] relu3_2 <- conv3_2
I0316 11:36:56.988312 15369 net.cpp:395] relu3_2 -> conv3_2 (in-place)
I0316 11:36:56.988689 15369 net.cpp:150] Setting up relu3_2
I0316 11:36:56.988696 15369 net.cpp:157] Top shape: 1 256 480 360 (44236800)
I0316 11:36:56.988701 15369 net.cpp:165] Memory required for data: 5518540800
I0316 11:36:56.988704 15369 layer_factory.hpp:77] Creating layer conv3_3
I0316 11:36:56.988713 15369 net.cpp:100] Creating Layer conv3_3
I0316 11:36:56.988718 15369 net.cpp:434] conv3_3 <- conv3_2
I0316 11:36:56.988721 15369 net.cpp:408] conv3_3 -> conv3_3
I0316 11:36:56.993695 15369 net.cpp:150] Setting up conv3_3
I0316 11:36:56.993710 15369 net.cpp:157] Top shape: 1 256 480 360 (44236800)
I0316 11:36:56.993716 15369 net.cpp:165] Memory required for data: 5695488000
I0316 11:36:56.993723 15369 layer_factory.hpp:77] Creating layer relu3_3
I0316 11:36:56.993731 15369 net.cpp:100] Creating Layer relu3_3
I0316 11:36:56.993734 15369 net.cpp:434] relu3_3 <- conv3_3
I0316 11:36:56.993739 15369 net.cpp:395] relu3_3 -> conv3_3 (in-place)
I0316 11:36:56.994134 15369 net.cpp:150] Setting up relu3_3
I0316 11:36:56.994141 15369 net.cpp:157] Top shape: 1 256 480 360 (44236800)
I0316 11:36:56.994146 15369 net.cpp:165] Memory required for data: 5872435200
I0316 11:36:56.994149 15369 layer_factory.hpp:77] Creating layer pool3
I0316 11:36:56.994154 15369 net.cpp:100] Creating Layer pool3
I0316 11:36:56.994158 15369 net.cpp:434] pool3 <- conv3_3
I0316 11:36:56.994163 15369 net.cpp:408] pool3 -> pool3
I0316 11:36:56.994194 15369 net.cpp:150] Setting up pool3
I0316 11:36:56.994199 15369 net.cpp:157] Top shape: 1 256 240 180 (11059200)
I0316 11:36:56.994202 15369 net.cpp:165] Memory required for data: 5916672000
I0316 11:36:56.994204 15369 layer_factory.hpp:77] Creating layer conv4_1
I0316 11:36:56.994211 15369 net.cpp:100] Creating Layer conv4_1
I0316 11:36:56.994215 15369 net.cpp:434] conv4_1 <- pool3
I0316 11:36:56.994218 15369 net.cpp:408] conv4_1 -> conv4_1
I0316 11:36:57.002624 15369 net.cpp:150] Setting up conv4_1
I0316 11:36:57.002640 15369 net.cpp:157] Top shape: 1 512 240 180 (22118400)
I0316 11:36:57.002647 15369 net.cpp:165] Memory required for data: 6005145600
I0316 11:36:57.002655 15369 layer_factory.hpp:77] Creating layer relu4_1
I0316 11:36:57.002661 15369 net.cpp:100] Creating Layer relu4_1
I0316 11:36:57.002666 15369 net.cpp:434] relu4_1 <- conv4_1
I0316 11:36:57.002671 15369 net.cpp:395] relu4_1 -> conv4_1 (in-place)
I0316 11:36:57.002954 15369 net.cpp:150] Setting up relu4_1
I0316 11:36:57.002959 15369 net.cpp:157] Top shape: 1 512 240 180 (22118400)
I0316 11:36:57.002964 15369 net.cpp:165] Memory required for data: 6093619200
I0316 11:36:57.002967 15369 layer_factory.hpp:77] Creating layer conv4_2
I0316 11:36:57.002975 15369 net.cpp:100] Creating Layer conv4_2
I0316 11:36:57.002979 15369 net.cpp:434] conv4_2 <- conv4_1
I0316 11:36:57.002984 15369 net.cpp:408] conv4_2 -> conv4_2
I0316 11:36:57.016993 15369 net.cpp:150] Setting up conv4_2
I0316 11:36:57.017007 15369 net.cpp:157] Top shape: 1 512 240 180 (22118400)
I0316 11:36:57.017014 15369 net.cpp:165] Memory required for data: 6182092800
I0316 11:36:57.017024 15369 layer_factory.hpp:77] Creating layer relu4_2
I0316 11:36:57.017030 15369 net.cpp:100] Creating Layer relu4_2
I0316 11:36:57.017035 15369 net.cpp:434] relu4_2 <- conv4_2
I0316 11:36:57.017040 15369 net.cpp:395] relu4_2 -> conv4_2 (in-place)
I0316 11:36:57.017822 15369 net.cpp:150] Setting up relu4_2
I0316 11:36:57.017832 15369 net.cpp:157] Top shape: 1 512 240 180 (22118400)
I0316 11:36:57.017838 15369 net.cpp:165] Memory required for data: 6270566400
I0316 11:36:57.017840 15369 layer_factory.hpp:77] Creating layer conv4_3
I0316 11:36:57.017849 15369 net.cpp:100] Creating Layer conv4_3
I0316 11:36:57.017853 15369 net.cpp:434] conv4_3 <- conv4_2
I0316 11:36:57.017858 15369 net.cpp:408] conv4_3 -> conv4_3
I0316 11:36:57.031019 15369 net.cpp:150] Setting up conv4_3
I0316 11:36:57.031038 15369 net.cpp:157] Top shape: 1 512 240 180 (22118400)
I0316 11:36:57.031046 15369 net.cpp:165] Memory required for data: 6359040000
I0316 11:36:57.031056 15369 layer_factory.hpp:77] Creating layer relu4_3
I0316 11:36:57.031065 15369 net.cpp:100] Creating Layer relu4_3
I0316 11:36:57.031072 15369 net.cpp:434] relu4_3 <- conv4_3
I0316 11:36:57.031082 15369 net.cpp:395] relu4_3 -> conv4_3 (in-place)
I0316 11:36:57.032331 15369 net.cpp:150] Setting up relu4_3
I0316 11:36:57.032341 15369 net.cpp:157] Top shape: 1 512 240 180 (22118400)
I0316 11:36:57.032347 15369 net.cpp:165] Memory required for data: 6447513600
I0316 11:36:57.032351 15369 layer_factory.hpp:77] Creating layer conv4_3_relu4_3_0_split
I0316 11:36:57.032356 15369 net.cpp:100] Creating Layer conv4_3_relu4_3_0_split
I0316 11:36:57.032361 15369 net.cpp:434] conv4_3_relu4_3_0_split <- conv4_3
I0316 11:36:57.032366 15369 net.cpp:408] conv4_3_relu4_3_0_split -> conv4_3_relu4_3_0_split_0
I0316 11:36:57.032373 15369 net.cpp:408] conv4_3_relu4_3_0_split -> conv4_3_relu4_3_0_split_1
I0316 11:36:57.032407 15369 net.cpp:150] Setting up conv4_3_relu4_3_0_split
I0316 11:36:57.032413 15369 net.cpp:157] Top shape: 1 512 240 180 (22118400)
I0316 11:36:57.032416 15369 net.cpp:157] Top shape: 1 512 240 180 (22118400)
I0316 11:36:57.032420 15369 net.cpp:165] Memory required for data: 6624460800
I0316 11:36:57.032423 15369 layer_factory.hpp:77] Creating layer pool4
I0316 11:36:57.032428 15369 net.cpp:100] Creating Layer pool4
I0316 11:36:57.032433 15369 net.cpp:434] pool4 <- conv4_3_relu4_3_0_split_0
I0316 11:36:57.032438 15369 net.cpp:408] pool4 -> pool4
I0316 11:36:57.032460 15369 net.cpp:150] Setting up pool4
I0316 11:36:57.032464 15369 net.cpp:157] Top shape: 1 512 120 90 (5529600)
I0316 11:36:57.032469 15369 net.cpp:165] Memory required for data: 6646579200
I0316 11:36:57.032471 15369 layer_factory.hpp:77] Creating layer conv5_1
I0316 11:36:57.032480 15369 net.cpp:100] Creating Layer conv5_1
I0316 11:36:57.032483 15369 net.cpp:434] conv5_1 <- pool4
I0316 11:36:57.032487 15369 net.cpp:408] conv5_1 -> conv5_1
I0316 11:36:57.045485 15369 net.cpp:150] Setting up conv5_1
I0316 11:36:57.045498 15369 net.cpp:157] Top shape: 1 512 120 90 (5529600)
I0316 11:36:57.045506 15369 net.cpp:165] Memory required for data: 6668697600
I0316 11:36:57.045511 15369 layer_factory.hpp:77] Creating layer relu5_1
I0316 11:36:57.045518 15369 net.cpp:100] Creating Layer relu5_1
I0316 11:36:57.045523 15369 net.cpp:434] relu5_1 <- conv5_1
I0316 11:36:57.045528 15369 net.cpp:395] relu5_1 -> conv5_1 (in-place)
I0316 11:36:57.045977 15369 net.cpp:150] Setting up relu5_1
I0316 11:36:57.045987 15369 net.cpp:157] Top shape: 1 512 120 90 (5529600)
I0316 11:36:57.045994 15369 net.cpp:165] Memory required for data: 6690816000
I0316 11:36:57.045997 15369 layer_factory.hpp:77] Creating layer conv5_2
I0316 11:36:57.046010 15369 net.cpp:100] Creating Layer conv5_2
I0316 11:36:57.046015 15369 net.cpp:434] conv5_2 <- conv5_1
I0316 11:36:57.046023 15369 net.cpp:408] conv5_2 -> conv5_2
I0316 11:36:57.061553 15369 net.cpp:150] Setting up conv5_2
I0316 11:36:57.061568 15369 net.cpp:157] Top shape: 1 512 120 90 (5529600)
I0316 11:36:57.061574 15369 net.cpp:165] Memory required for data: 6712934400
I0316 11:36:57.061581 15369 layer_factory.hpp:77] Creating layer relu5_2
I0316 11:36:57.061589 15369 net.cpp:100] Creating Layer relu5_2
I0316 11:36:57.061592 15369 net.cpp:434] relu5_2 <- conv5_2
I0316 11:36:57.061599 15369 net.cpp:395] relu5_2 -> conv5_2 (in-place)
I0316 11:36:57.061980 15369 net.cpp:150] Setting up relu5_2
I0316 11:36:57.061988 15369 net.cpp:157] Top shape: 1 512 120 90 (5529600)
I0316 11:36:57.061993 15369 net.cpp:165] Memory required for data: 6735052800
I0316 11:36:57.061996 15369 layer_factory.hpp:77] Creating layer conv5_3
I0316 11:36:57.062005 15369 net.cpp:100] Creating Layer conv5_3
I0316 11:36:57.062009 15369 net.cpp:434] conv5_3 <- conv5_2
I0316 11:36:57.062014 15369 net.cpp:408] conv5_3 -> conv5_3
I0316 11:36:57.075994 15369 net.cpp:150] Setting up conv5_3
I0316 11:36:57.076009 15369 net.cpp:157] Top shape: 1 512 120 90 (5529600)
I0316 11:36:57.076017 15369 net.cpp:165] Memory required for data: 6757171200
I0316 11:36:57.076025 15369 layer_factory.hpp:77] Creating layer relu5_3
I0316 11:36:57.076035 15369 net.cpp:100] Creating Layer relu5_3
I0316 11:36:57.076038 15369 net.cpp:434] relu5_3 <- conv5_3
I0316 11:36:57.076045 15369 net.cpp:395] relu5_3 -> conv5_3 (in-place)
I0316 11:36:57.076360 15369 net.cpp:150] Setting up relu5_3
I0316 11:36:57.076370 15369 net.cpp:157] Top shape: 1 512 120 90 (5529600)
I0316 11:36:57.076375 15369 net.cpp:165] Memory required for data: 6779289600
I0316 11:36:57.076377 15369 layer_factory.hpp:77] Creating layer pool5
I0316 11:36:57.076382 15369 net.cpp:100] Creating Layer pool5
I0316 11:36:57.076385 15369 net.cpp:434] pool5 <- conv5_3
I0316 11:36:57.076390 15369 net.cpp:408] pool5 -> pool5
I0316 11:36:57.076424 15369 net.cpp:150] Setting up pool5
I0316 11:36:57.076428 15369 net.cpp:157] Top shape: 1 512 120 90 (5529600)
I0316 11:36:57.076433 15369 net.cpp:165] Memory required for data: 6801408000
I0316 11:36:57.076436 15369 layer_factory.hpp:77] Creating layer fc6
I0316 11:36:57.076445 15369 net.cpp:100] Creating Layer fc6
I0316 11:36:57.076449 15369 net.cpp:434] fc6 <- pool5
I0316 11:36:57.076454 15369 net.cpp:408] fc6 -> fc6
I0316 11:36:57.099959 15369 net.cpp:150] Setting up fc6
I0316 11:36:57.099974 15369 net.cpp:157] Top shape: 1 1024 120 90 (11059200)
I0316 11:36:57.099982 15369 net.cpp:165] Memory required for data: 6845644800
I0316 11:36:57.099987 15369 layer_factory.hpp:77] Creating layer relu6
I0316 11:36:57.099994 15369 net.cpp:100] Creating Layer relu6
I0316 11:36:57.099999 15369 net.cpp:434] relu6 <- fc6
I0316 11:36:57.100004 15369 net.cpp:395] relu6 -> fc6 (in-place)
I0316 11:36:57.100502 15369 net.cpp:150] Setting up relu6
I0316 11:36:57.100510 15369 net.cpp:157] Top shape: 1 1024 120 90 (11059200)
I0316 11:36:57.100515 15369 net.cpp:165] Memory required for data: 6889881600
I0316 11:36:57.100518 15369 layer_factory.hpp:77] Creating layer fc7
I0316 11:36:57.100526 15369 net.cpp:100] Creating Layer fc7
I0316 11:36:57.100529 15369 net.cpp:434] fc7 <- fc6
I0316 11:36:57.100534 15369 net.cpp:408] fc7 -> fc7
I0316 11:36:57.108206 15369 net.cpp:150] Setting up fc7
I0316 11:36:57.108219 15369 net.cpp:157] Top shape: 1 1024 120 90 (11059200)
I0316 11:36:57.108227 15369 net.cpp:165] Memory required for data: 6934118400
I0316 11:36:57.108233 15369 layer_factory.hpp:77] Creating layer relu7
I0316 11:36:57.108240 15369 net.cpp:100] Creating Layer relu7
I0316 11:36:57.108245 15369 net.cpp:434] relu7 <- fc7
I0316 11:36:57.108250 15369 net.cpp:395] relu7 -> fc7 (in-place)
I0316 11:36:57.108547 15369 net.cpp:150] Setting up relu7
I0316 11:36:57.108553 15369 net.cpp:157] Top shape: 1 1024 120 90 (11059200)
I0316 11:36:57.108557 15369 net.cpp:165] Memory required for data: 6978355200
I0316 11:36:57.108561 15369 layer_factory.hpp:77] Creating layer fc7_relu7_0_split
I0316 11:36:57.108566 15369 net.cpp:100] Creating Layer fc7_relu7_0_split
I0316 11:36:57.108568 15369 net.cpp:434] fc7_relu7_0_split <- fc7
I0316 11:36:57.108572 15369 net.cpp:408] fc7_relu7_0_split -> fc7_relu7_0_split_0
I0316 11:36:57.108578 15369 net.cpp:408] fc7_relu7_0_split -> fc7_relu7_0_split_1
I0316 11:36:57.108585 15369 net.cpp:408] fc7_relu7_0_split -> fc7_relu7_0_split_2
I0316 11:36:57.108589 15369 net.cpp:408] fc7_relu7_0_split -> fc7_relu7_0_split_3
I0316 11:36:57.108635 15369 net.cpp:150] Setting up fc7_relu7_0_split
I0316 11:36:57.108639 15369 net.cpp:157] Top shape: 1 1024 120 90 (11059200)
I0316 11:36:57.108644 15369 net.cpp:157] Top shape: 1 1024 120 90 (11059200)
I0316 11:36:57.108647 15369 net.cpp:157] Top shape: 1 1024 120 90 (11059200)
I0316 11:36:57.108650 15369 net.cpp:157] Top shape: 1 1024 120 90 (11059200)
I0316 11:36:57.108652 15369 net.cpp:165] Memory required for data: 7155302400
I0316 11:36:57.108655 15369 layer_factory.hpp:77] Creating layer conv6_1
I0316 11:36:57.108664 15369 net.cpp:100] Creating Layer conv6_1
I0316 11:36:57.108666 15369 net.cpp:434] conv6_1 <- fc7_relu7_0_split_0
I0316 11:36:57.108670 15369 net.cpp:408] conv6_1 -> conv6_1
I0316 11:36:57.113585 15369 net.cpp:150] Setting up conv6_1
I0316 11:36:57.113598 15369 net.cpp:157] Top shape: 1 256 120 90 (2764800)
I0316 11:36:57.113605 15369 net.cpp:165] Memory required for data: 7166361600
I0316 11:36:57.113611 15369 layer_factory.hpp:77] Creating layer conv6_1_relu
I0316 11:36:57.113618 15369 net.cpp:100] Creating Layer conv6_1_relu
I0316 11:36:57.113622 15369 net.cpp:434] conv6_1_relu <- conv6_1
I0316 11:36:57.113627 15369 net.cpp:395] conv6_1_relu -> conv6_1 (in-place)
I0316 11:36:57.113925 15369 net.cpp:150] Setting up conv6_1_relu
I0316 11:36:57.113932 15369 net.cpp:157] Top shape: 1 256 120 90 (2764800)
I0316 11:36:57.113936 15369 net.cpp:165] Memory required for data: 7177420800
I0316 11:36:57.113940 15369 layer_factory.hpp:77] Creating layer conv6_2
I0316 11:36:57.113947 15369 net.cpp:100] Creating Layer conv6_2
I0316 11:36:57.113950 15369 net.cpp:434] conv6_2 <- conv6_1
I0316 11:36:57.113955 15369 net.cpp:408] conv6_2 -> conv6_2
I0316 11:36:57.122066 15369 net.cpp:150] Setting up conv6_2
I0316 11:36:57.122087 15369 net.cpp:157] Top shape: 1 512 60 45 (1382400)
I0316 11:36:57.122097 15369 net.cpp:165] Memory required for data: 7182950400
I0316 11:36:57.122112 15369 layer_factory.hpp:77] Creating layer conv6_2_relu
I0316 11:36:57.122123 15369 net.cpp:100] Creating Layer conv6_2_relu
I0316 11:36:57.122133 15369 net.cpp:434] conv6_2_relu <- conv6_2
I0316 11:36:57.122143 15369 net.cpp:395] conv6_2_relu -> conv6_2 (in-place)
I0316 11:36:57.122908 15369 net.cpp:150] Setting up conv6_2_relu
I0316 11:36:57.122922 15369 net.cpp:157] Top shape: 1 512 60 45 (1382400)
I0316 11:36:57.122931 15369 net.cpp:165] Memory required for data: 7188480000
I0316 11:36:57.122936 15369 layer_factory.hpp:77] Creating layer conv6_2_conv6_2_relu_0_split
I0316 11:36:57.122946 15369 net.cpp:100] Creating Layer conv6_2_conv6_2_relu_0_split
I0316 11:36:57.122952 15369 net.cpp:434] conv6_2_conv6_2_relu_0_split <- conv6_2
I0316 11:36:57.122961 15369 net.cpp:408] conv6_2_conv6_2_relu_0_split -> conv6_2_conv6_2_relu_0_split_0
I0316 11:36:57.122973 15369 net.cpp:408] conv6_2_conv6_2_relu_0_split -> conv6_2_conv6_2_relu_0_split_1
I0316 11:36:57.122983 15369 net.cpp:408] conv6_2_conv6_2_relu_0_split -> conv6_2_conv6_2_relu_0_split_2
I0316 11:36:57.122993 15369 net.cpp:408] conv6_2_conv6_2_relu_0_split -> conv6_2_conv6_2_relu_0_split_3
I0316 11:36:57.123075 15369 net.cpp:150] Setting up conv6_2_conv6_2_relu_0_split
I0316 11:36:57.123083 15369 net.cpp:157] Top shape: 1 512 60 45 (1382400)
I0316 11:36:57.123092 15369 net.cpp:157] Top shape: 1 512 60 45 (1382400)
I0316 11:36:57.123100 15369 net.cpp:157] Top shape: 1 512 60 45 (1382400)
I0316 11:36:57.123106 15369 net.cpp:157] Top shape: 1 512 60 45 (1382400)
I0316 11:36:57.123112 15369 net.cpp:165] Memory required for data: 7210598400
I0316 11:36:57.123119 15369 layer_factory.hpp:77] Creating layer conv7_1
I0316 11:36:57.123133 15369 net.cpp:100] Creating Layer conv7_1
I0316 11:36:57.123155 15369 net.cpp:434] conv7_1 <- conv6_2_conv6_2_relu_0_split_0
I0316 11:36:57.123167 15369 net.cpp:408] conv7_1 -> conv7_1
I0316 11:36:57.126170 15369 net.cpp:150] Setting up conv7_1
I0316 11:36:57.126186 15369 net.cpp:157] Top shape: 1 128 60 45 (345600)
I0316 11:36:57.126195 15369 net.cpp:165] Memory required for data: 7211980800
I0316 11:36:57.126204 15369 layer_factory.hpp:77] Creating layer conv7_1_relu
I0316 11:36:57.126212 15369 net.cpp:100] Creating Layer conv7_1_relu
I0316 11:36:57.126219 15369 net.cpp:434] conv7_1_relu <- conv7_1
I0316 11:36:57.126228 15369 net.cpp:395] conv7_1_relu -> conv7_1 (in-place)
I0316 11:36:57.126976 15369 net.cpp:150] Setting up conv7_1_relu
I0316 11:36:57.126992 15369 net.cpp:157] Top shape: 1 128 60 45 (345600)
I0316 11:36:57.127001 15369 net.cpp:165] Memory required for data: 7213363200
I0316 11:36:57.127007 15369 layer_factory.hpp:77] Creating layer conv7_2
I0316 11:36:57.127018 15369 net.cpp:100] Creating Layer conv7_2
I0316 11:36:57.127024 15369 net.cpp:434] conv7_2 <- conv7_1
I0316 11:36:57.127035 15369 net.cpp:408] conv7_2 -> conv7_2
I0316 11:36:57.133286 15369 net.cpp:150] Setting up conv7_2
I0316 11:36:57.133306 15369 net.cpp:157] Top shape: 1 256 30 23 (176640)
I0316 11:36:57.133317 15369 net.cpp:165] Memory required for data: 7214069760
I0316 11:36:57.133327 15369 layer_factory.hpp:77] Creating layer conv7_2_relu
I0316 11:36:57.133338 15369 net.cpp:100] Creating Layer conv7_2_relu
I0316 11:36:57.133345 15369 net.cpp:434] conv7_2_relu <- conv7_2
I0316 11:36:57.133355 15369 net.cpp:395] conv7_2_relu -> conv7_2 (in-place)
I0316 11:36:57.134249 15369 net.cpp:150] Setting up conv7_2_relu
I0316 11:36:57.134264 15369 net.cpp:157] Top shape: 1 256 30 23 (176640)
I0316 11:36:57.134274 15369 net.cpp:165] Memory required for data: 7214776320
I0316 11:36:57.134279 15369 layer_factory.hpp:77] Creating layer conv7_2_conv7_2_relu_0_split
I0316 11:36:57.134287 15369 net.cpp:100] Creating Layer conv7_2_conv7_2_relu_0_split
I0316 11:36:57.134294 15369 net.cpp:434] conv7_2_conv7_2_relu_0_split <- conv7_2
I0316 11:36:57.134301 15369 net.cpp:408] conv7_2_conv7_2_relu_0_split -> conv7_2_conv7_2_relu_0_split_0
I0316 11:36:57.134316 15369 net.cpp:408] conv7_2_conv7_2_relu_0_split -> conv7_2_conv7_2_relu_0_split_1
I0316 11:36:57.134326 15369 net.cpp:408] conv7_2_conv7_2_relu_0_split -> conv7_2_conv7_2_relu_0_split_2
I0316 11:36:57.134335 15369 net.cpp:408] conv7_2_conv7_2_relu_0_split -> conv7_2_conv7_2_relu_0_split_3
I0316 11:36:57.134415 15369 net.cpp:150] Setting up conv7_2_conv7_2_relu_0_split
I0316 11:36:57.134423 15369 net.cpp:157] Top shape: 1 256 30 23 (176640)
I0316 11:36:57.134429 15369 net.cpp:157] Top shape: 1 256 30 23 (176640)
I0316 11:36:57.134435 15369 net.cpp:157] Top shape: 1 256 30 23 (176640)
I0316 11:36:57.134440 15369 net.cpp:157] Top shape: 1 256 30 23 (176640)
I0316 11:36:57.134445 15369 net.cpp:165] Memory required for data: 7217602560
I0316 11:36:57.134450 15369 layer_factory.hpp:77] Creating layer conv8_1
I0316 11:36:57.134464 15369 net.cpp:100] Creating Layer conv8_1
I0316 11:36:57.134470 15369 net.cpp:434] conv8_1 <- conv7_2_conv7_2_relu_0_split_0
I0316 11:36:57.134481 15369 net.cpp:408] conv8_1 -> conv8_1
I0316 11:36:57.136976 15369 net.cpp:150] Setting up conv8_1
I0316 11:36:57.136992 15369 net.cpp:157] Top shape: 1 128 30 23 (88320)
I0316 11:36:57.137001 15369 net.cpp:165] Memory required for data: 7217955840
I0316 11:36:57.137008 15369 layer_factory.hpp:77] Creating layer conv8_1_relu
I0316 11:36:57.137015 15369 net.cpp:100] Creating Layer conv8_1_relu
I0316 11:36:57.137020 15369 net.cpp:434] conv8_1_relu <- conv8_1
I0316 11:36:57.137027 15369 net.cpp:395] conv8_1_relu -> conv8_1 (in-place)
I0316 11:36:57.137845 15369 net.cpp:150] Setting up conv8_1_relu
I0316 11:36:57.137859 15369 net.cpp:157] Top shape: 1 128 30 23 (88320)
I0316 11:36:57.137867 15369 net.cpp:165] Memory required for data: 7218309120
I0316 11:36:57.137872 15369 layer_factory.hpp:77] Creating layer conv8_2
I0316 11:36:57.137883 15369 net.cpp:100] Creating Layer conv8_2
I0316 11:36:57.137889 15369 net.cpp:434] conv8_2 <- conv8_1
I0316 11:36:57.137898 15369 net.cpp:408] conv8_2 -> conv8_2
I0316 11:36:57.144110 15369 net.cpp:150] Setting up conv8_2
I0316 11:36:57.144126 15369 net.cpp:157] Top shape: 1 256 15 12 (46080)
I0316 11:36:57.144135 15369 net.cpp:165] Memory required for data: 7218493440
I0316 11:36:57.144145 15369 layer_factory.hpp:77] Creating layer conv8_2_relu
I0316 11:36:57.144152 15369 net.cpp:100] Creating Layer conv8_2_relu
I0316 11:36:57.144157 15369 net.cpp:434] conv8_2_relu <- conv8_2
I0316 11:36:57.144165 15369 net.cpp:395] conv8_2_relu -> conv8_2 (in-place)
I0316 11:36:57.144546 15369 net.cpp:150] Setting up conv8_2_relu
I0316 11:36:57.144553 15369 net.cpp:157] Top shape: 1 256 15 12 (46080)
I0316 11:36:57.144558 15369 net.cpp:165] Memory required for data: 7218677760
I0316 11:36:57.144562 15369 layer_factory.hpp:77] Creating layer conv8_2_conv8_2_relu_0_split
I0316 11:36:57.144567 15369 net.cpp:100] Creating Layer conv8_2_conv8_2_relu_0_split
I0316 11:36:57.144570 15369 net.cpp:434] conv8_2_conv8_2_relu_0_split <- conv8_2
I0316 11:36:57.144575 15369 net.cpp:408] conv8_2_conv8_2_relu_0_split -> conv8_2_conv8_2_relu_0_split_0
I0316 11:36:57.144582 15369 net.cpp:408] conv8_2_conv8_2_relu_0_split -> conv8_2_conv8_2_relu_0_split_1
I0316 11:36:57.144587 15369 net.cpp:408] conv8_2_conv8_2_relu_0_split -> conv8_2_conv8_2_relu_0_split_2
I0316 11:36:57.144593 15369 net.cpp:408] conv8_2_conv8_2_relu_0_split -> conv8_2_conv8_2_relu_0_split_3
I0316 11:36:57.144644 15369 net.cpp:150] Setting up conv8_2_conv8_2_relu_0_split
I0316 11:36:57.144649 15369 net.cpp:157] Top shape: 1 256 15 12 (46080)
I0316 11:36:57.144652 15369 net.cpp:157] Top shape: 1 256 15 12 (46080)
I0316 11:36:57.144656 15369 net.cpp:157] Top shape: 1 256 15 12 (46080)
I0316 11:36:57.144659 15369 net.cpp:157] Top shape: 1 256 15 12 (46080)
I0316 11:36:57.144663 15369 net.cpp:165] Memory required for data: 7219415040
I0316 11:36:57.144666 15369 layer_factory.hpp:77] Creating layer conv9_1
I0316 11:36:57.144675 15369 net.cpp:100] Creating Layer conv9_1
I0316 11:36:57.144678 15369 net.cpp:434] conv9_1 <- conv8_2_conv8_2_relu_0_split_0
I0316 11:36:57.144683 15369 net.cpp:408] conv9_1 -> conv9_1
I0316 11:36:57.147236 15369 net.cpp:150] Setting up conv9_1
I0316 11:36:57.147248 15369 net.cpp:157] Top shape: 1 128 15 12 (23040)
I0316 11:36:57.147253 15369 net.cpp:165] Memory required for data: 7219507200
I0316 11:36:57.147260 15369 layer_factory.hpp:77] Creating layer conv9_1_relu
I0316 11:36:57.147267 15369 net.cpp:100] Creating Layer conv9_1_relu
I0316 11:36:57.147272 15369 net.cpp:434] conv9_1_relu <- conv9_1
I0316 11:36:57.147277 15369 net.cpp:395] conv9_1_relu -> conv9_1 (in-place)
I0316 11:36:57.147740 15369 net.cpp:150] Setting up conv9_1_relu
I0316 11:36:57.147749 15369 net.cpp:157] Top shape: 1 128 15 12 (23040)
I0316 11:36:57.147755 15369 net.cpp:165] Memory required for data: 7219599360
I0316 11:36:57.147758 15369 layer_factory.hpp:77] Creating layer conv9_2
I0316 11:36:57.147766 15369 net.cpp:100] Creating Layer conv9_2
I0316 11:36:57.147770 15369 net.cpp:434] conv9_2 <- conv9_1
I0316 11:36:57.147775 15369 net.cpp:408] conv9_2 -> conv9_2
I0316 11:36:57.151127 15369 net.cpp:150] Setting up conv9_2
I0316 11:36:57.151136 15369 net.cpp:157] Top shape: 1 256 8 6 (12288)
I0316 11:36:57.151149 15369 net.cpp:165] Memory required for data: 7219648512
I0316 11:36:57.151155 15369 layer_factory.hpp:77] Creating layer conv9_2_relu
I0316 11:36:57.151160 15369 net.cpp:100] Creating Layer conv9_2_relu
I0316 11:36:57.151165 15369 net.cpp:434] conv9_2_relu <- conv9_2
I0316 11:36:57.151168 15369 net.cpp:395] conv9_2_relu -> conv9_2 (in-place)
I0316 11:36:57.151572 15369 net.cpp:150] Setting up conv9_2_relu
I0316 11:36:57.151579 15369 net.cpp:157] Top shape: 1 256 8 6 (12288)
I0316 11:36:57.151584 15369 net.cpp:165] Memory required for data: 7219697664
I0316 11:36:57.151587 15369 layer_factory.hpp:77] Creating layer conv9_2_conv9_2_relu_0_split
I0316 11:36:57.151592 15369 net.cpp:100] Creating Layer conv9_2_conv9_2_relu_0_split
I0316 11:36:57.151595 15369 net.cpp:434] conv9_2_conv9_2_relu_0_split <- conv9_2
I0316 11:36:57.151600 15369 net.cpp:408] conv9_2_conv9_2_relu_0_split -> conv9_2_conv9_2_relu_0_split_0
I0316 11:36:57.151607 15369 net.cpp:408] conv9_2_conv9_2_relu_0_split -> conv9_2_conv9_2_relu_0_split_1
I0316 11:36:57.151612 15369 net.cpp:408] conv9_2_conv9_2_relu_0_split -> conv9_2_conv9_2_relu_0_split_2
I0316 11:36:57.151618 15369 net.cpp:408] conv9_2_conv9_2_relu_0_split -> conv9_2_conv9_2_relu_0_split_3
I0316 11:36:57.151662 15369 net.cpp:150] Setting up conv9_2_conv9_2_relu_0_split
I0316 11:36:57.151666 15369 net.cpp:157] Top shape: 1 256 8 6 (12288)
I0316 11:36:57.151671 15369 net.cpp:157] Top shape: 1 256 8 6 (12288)
I0316 11:36:57.151675 15369 net.cpp:157] Top shape: 1 256 8 6 (12288)
I0316 11:36:57.151679 15369 net.cpp:157] Top shape: 1 256 8 6 (12288)
I0316 11:36:57.151682 15369 net.cpp:165] Memory required for data: 7219894272
I0316 11:36:57.151686 15369 layer_factory.hpp:77] Creating layer conv10_1
I0316 11:36:57.151695 15369 net.cpp:100] Creating Layer conv10_1
I0316 11:36:57.151698 15369 net.cpp:434] conv10_1 <- conv9_2_conv9_2_relu_0_split_0
I0316 11:36:57.151703 15369 net.cpp:408] conv10_1 -> conv10_1
I0316 11:36:57.154825 15369 net.cpp:150] Setting up conv10_1
I0316 11:36:57.154835 15369 net.cpp:157] Top shape: 1 128 8 6 (6144)
I0316 11:36:57.154840 15369 net.cpp:165] Memory required for data: 7219918848
I0316 11:36:57.154846 15369 layer_factory.hpp:77] Creating layer conv10_1_relu
I0316 11:36:57.154851 15369 net.cpp:100] Creating Layer conv10_1_relu
I0316 11:36:57.154856 15369 net.cpp:434] conv10_1_relu <- conv10_1
I0316 11:36:57.154861 15369 net.cpp:395] conv10_1_relu -> conv10_1 (in-place)
I0316 11:36:57.155356 15369 net.cpp:150] Setting up conv10_1_relu
I0316 11:36:57.155364 15369 net.cpp:157] Top shape: 1 128 8 6 (6144)
I0316 11:36:57.155369 15369 net.cpp:165] Memory required for data: 7219943424
I0316 11:36:57.155371 15369 layer_factory.hpp:77] Creating layer conv10_2
I0316 11:36:57.155381 15369 net.cpp:100] Creating Layer conv10_2
I0316 11:36:57.155385 15369 net.cpp:434] conv10_2 <- conv10_1
I0316 11:36:57.155390 15369 net.cpp:408] conv10_2 -> conv10_2
I0316 11:36:57.160384 15369 net.cpp:150] Setting up conv10_2
I0316 11:36:57.160398 15369 net.cpp:157] Top shape: 1 256 7 5 (8960)
I0316 11:36:57.160406 15369 net.cpp:165] Memory required for data: 7219979264
I0316 11:36:57.160413 15369 layer_factory.hpp:77] Creating layer conv10_2_relu
I0316 11:36:57.160420 15369 net.cpp:100] Creating Layer conv10_2_relu
I0316 11:36:57.160425 15369 net.cpp:434] conv10_2_relu <- conv10_2
I0316 11:36:57.160431 15369 net.cpp:395] conv10_2_relu -> conv10_2 (in-place)
I0316 11:36:57.161028 15369 net.cpp:150] Setting up conv10_2_relu
I0316 11:36:57.161036 15369 net.cpp:157] Top shape: 1 256 7 5 (8960)
I0316 11:36:57.161041 15369 net.cpp:165] Memory required for data: 7220015104
I0316 11:36:57.161046 15369 layer_factory.hpp:77] Creating layer conv10_2_conv10_2_relu_0_split
I0316 11:36:57.161052 15369 net.cpp:100] Creating Layer conv10_2_conv10_2_relu_0_split
I0316 11:36:57.161057 15369 net.cpp:434] conv10_2_conv10_2_relu_0_split <- conv10_2
I0316 11:36:57.161062 15369 net.cpp:408] conv10_2_conv10_2_relu_0_split -> conv10_2_conv10_2_relu_0_split_0
I0316 11:36:57.161069 15369 net.cpp:408] conv10_2_conv10_2_relu_0_split -> conv10_2_conv10_2_relu_0_split_1
I0316 11:36:57.161075 15369 net.cpp:408] conv10_2_conv10_2_relu_0_split -> conv10_2_conv10_2_relu_0_split_2
I0316 11:36:57.161118 15369 net.cpp:150] Setting up conv10_2_conv10_2_relu_0_split
I0316 11:36:57.161121 15369 net.cpp:157] Top shape: 1 256 7 5 (8960)
I0316 11:36:57.161124 15369 net.cpp:157] Top shape: 1 256 7 5 (8960)
I0316 11:36:57.161128 15369 net.cpp:157] Top shape: 1 256 7 5 (8960)
I0316 11:36:57.161130 15369 net.cpp:165] Memory required for data: 7220122624
I0316 11:36:57.161134 15369 layer_factory.hpp:77] Creating layer conv4_3_norm
I0316 11:36:57.161142 15369 net.cpp:100] Creating Layer conv4_3_norm
I0316 11:36:57.161146 15369 net.cpp:434] conv4_3_norm <- conv4_3_relu4_3_0_split_1
I0316 11:36:57.161150 15369 net.cpp:408] conv4_3_norm -> conv4_3_norm
I0316 11:36:57.161278 15369 net.cpp:150] Setting up conv4_3_norm
I0316 11:36:57.161283 15369 net.cpp:157] Top shape: 1 512 240 180 (22118400)
I0316 11:36:57.161288 15369 net.cpp:165] Memory required for data: 7308596224
I0316 11:36:57.161293 15369 layer_factory.hpp:77] Creating layer conv4_3_norm_conv4_3_norm_0_split
I0316 11:36:57.161298 15369 net.cpp:100] Creating Layer conv4_3_norm_conv4_3_norm_0_split
I0316 11:36:57.161303 15369 net.cpp:434] conv4_3_norm_conv4_3_norm_0_split <- conv4_3_norm
I0316 11:36:57.161306 15369 net.cpp:408] conv4_3_norm_conv4_3_norm_0_split -> conv4_3_norm_conv4_3_norm_0_split_0
I0316 11:36:57.161312 15369 net.cpp:408] conv4_3_norm_conv4_3_norm_0_split -> conv4_3_norm_conv4_3_norm_0_split_1
I0316 11:36:57.161319 15369 net.cpp:408] conv4_3_norm_conv4_3_norm_0_split -> conv4_3_norm_conv4_3_norm_0_split_2
I0316 11:36:57.161348 15369 net.cpp:150] Setting up conv4_3_norm_conv4_3_norm_0_split
I0316 11:36:57.161352 15369 net.cpp:157] Top shape: 1 512 240 180 (22118400)
I0316 11:36:57.161356 15369 net.cpp:157] Top shape: 1 512 240 180 (22118400)
I0316 11:36:57.161360 15369 net.cpp:157] Top shape: 1 512 240 180 (22118400)
I0316 11:36:57.161365 15369 net.cpp:165] Memory required for data: 7574017024
I0316 11:36:57.161367 15369 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc
I0316 11:36:57.161377 15369 net.cpp:100] Creating Layer conv4_3_norm_mbox_loc
I0316 11:36:57.161381 15369 net.cpp:434] conv4_3_norm_mbox_loc <- conv4_3_norm_conv4_3_norm_0_split_0
I0316 11:36:57.161386 15369 net.cpp:408] conv4_3_norm_mbox_loc -> conv4_3_norm_mbox_loc
I0316 11:36:57.165359 15369 net.cpp:150] Setting up conv4_3_norm_mbox_loc
I0316 11:36:57.165374 15369 net.cpp:157] Top shape: 1 16 240 180 (691200)
I0316 11:36:57.165380 15369 net.cpp:165] Memory required for data: 7576781824
I0316 11:36:57.165386 15369 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc_perm
I0316 11:36:57.165395 15369 net.cpp:100] Creating Layer conv4_3_norm_mbox_loc_perm
I0316 11:36:57.165400 15369 net.cpp:434] conv4_3_norm_mbox_loc_perm <- conv4_3_norm_mbox_loc
I0316 11:36:57.165405 15369 net.cpp:408] conv4_3_norm_mbox_loc_perm -> conv4_3_norm_mbox_loc_perm
I0316 11:36:57.165489 15369 net.cpp:150] Setting up conv4_3_norm_mbox_loc_perm
I0316 11:36:57.165494 15369 net.cpp:157] Top shape: 1 240 180 16 (691200)
I0316 11:36:57.165498 15369 net.cpp:165] Memory required for data: 7579546624
I0316 11:36:57.165501 15369 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc_flat
I0316 11:36:57.165509 15369 net.cpp:100] Creating Layer conv4_3_norm_mbox_loc_flat
I0316 11:36:57.165513 15369 net.cpp:434] conv4_3_norm_mbox_loc_flat <- conv4_3_norm_mbox_loc_perm
I0316 11:36:57.165516 15369 net.cpp:408] conv4_3_norm_mbox_loc_flat -> conv4_3_norm_mbox_loc_flat
I0316 11:36:57.165536 15369 net.cpp:150] Setting up conv4_3_norm_mbox_loc_flat
I0316 11:36:57.165540 15369 net.cpp:157] Top shape: 1 691200 (691200)
I0316 11:36:57.165544 15369 net.cpp:165] Memory required for data: 7582311424
I0316 11:36:57.165546 15369 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf
I0316 11:36:57.165555 15369 net.cpp:100] Creating Layer conv4_3_norm_mbox_conf
I0316 11:36:57.165558 15369 net.cpp:434] conv4_3_norm_mbox_conf <- conv4_3_norm_conv4_3_norm_0_split_1
I0316 11:36:57.165562 15369 net.cpp:408] conv4_3_norm_mbox_conf -> conv4_3_norm_mbox_conf
I0316 11:36:57.169908 15369 net.cpp:150] Setting up conv4_3_norm_mbox_conf
I0316 11:36:57.169919 15369 net.cpp:157] Top shape: 1 84 240 180 (3628800)
I0316 11:36:57.169925 15369 net.cpp:165] Memory required for data: 7596826624
I0316 11:36:57.169932 15369 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf_perm
I0316 11:36:57.169940 15369 net.cpp:100] Creating Layer conv4_3_norm_mbox_conf_perm
I0316 11:36:57.169945 15369 net.cpp:434] conv4_3_norm_mbox_conf_perm <- conv4_3_norm_mbox_conf
I0316 11:36:57.169950 15369 net.cpp:408] conv4_3_norm_mbox_conf_perm -> conv4_3_norm_mbox_conf_perm
I0316 11:36:57.170032 15369 net.cpp:150] Setting up conv4_3_norm_mbox_conf_perm
I0316 11:36:57.170037 15369 net.cpp:157] Top shape: 1 240 180 84 (3628800)
I0316 11:36:57.170040 15369 net.cpp:165] Memory required for data: 7611341824
I0316 11:36:57.170043 15369 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf_flat
I0316 11:36:57.170050 15369 net.cpp:100] Creating Layer conv4_3_norm_mbox_conf_flat
I0316 11:36:57.170054 15369 net.cpp:434] conv4_3_norm_mbox_conf_flat <- conv4_3_norm_mbox_conf_perm
I0316 11:36:57.170058 15369 net.cpp:408] conv4_3_norm_mbox_conf_flat -> conv4_3_norm_mbox_conf_flat
I0316 11:36:57.170076 15369 net.cpp:150] Setting up conv4_3_norm_mbox_conf_flat
I0316 11:36:57.170080 15369 net.cpp:157] Top shape: 1 3628800 (3628800)
I0316 11:36:57.170084 15369 net.cpp:165] Memory required for data: 7625857024
I0316 11:36:57.170089 15369 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_priorbox
I0316 11:36:57.170096 15369 net.cpp:100] Creating Layer conv4_3_norm_mbox_priorbox
I0316 11:36:57.170100 15369 net.cpp:434] conv4_3_norm_mbox_priorbox <- conv4_3_norm_conv4_3_norm_0_split_2
I0316 11:36:57.170105 15369 net.cpp:434] conv4_3_norm_mbox_priorbox <- data_input_0_split_1
I0316 11:36:57.170110 15369 net.cpp:408] conv4_3_norm_mbox_priorbox -> conv4_3_norm_mbox_priorbox
I0316 11:36:57.170142 15369 net.cpp:150] Setting up conv4_3_norm_mbox_priorbox
I0316 11:36:57.170146 15369 net.cpp:157] Top shape: 1 2 691200 (1382400)
I0316 11:36:57.170150 15369 net.cpp:165] Memory required for data: 7631386624
I0316 11:36:57.170153 15369 layer_factory.hpp:77] Creating layer fc7_mbox_loc
I0316 11:36:57.170162 15369 net.cpp:100] Creating Layer fc7_mbox_loc
I0316 11:36:57.170167 15369 net.cpp:434] fc7_mbox_loc <- fc7_relu7_0_split_1
I0316 11:36:57.170173 15369 net.cpp:408] fc7_mbox_loc -> fc7_mbox_loc
I0316 11:36:57.173558 15369 net.cpp:150] Setting up fc7_mbox_loc
I0316 11:36:57.173568 15369 net.cpp:157] Top shape: 1 24 120 90 (259200)
I0316 11:36:57.173574 15369 net.cpp:165] Memory required for data: 7632423424
I0316 11:36:57.173579 15369 layer_factory.hpp:77] Creating layer fc7_mbox_loc_perm
I0316 11:36:57.173585 15369 net.cpp:100] Creating Layer fc7_mbox_loc_perm
I0316 11:36:57.173589 15369 net.cpp:434] fc7_mbox_loc_perm <- fc7_mbox_loc
I0316 11:36:57.173595 15369 net.cpp:408] fc7_mbox_loc_perm -> fc7_mbox_loc_perm
I0316 11:36:57.173676 15369 net.cpp:150] Setting up fc7_mbox_loc_perm
I0316 11:36:57.173681 15369 net.cpp:157] Top shape: 1 120 90 24 (259200)
I0316 11:36:57.173683 15369 net.cpp:165] Memory required for data: 7633460224
I0316 11:36:57.173686 15369 layer_factory.hpp:77] Creating layer fc7_mbox_loc_flat
I0316 11:36:57.173691 15369 net.cpp:100] Creating Layer fc7_mbox_loc_flat
I0316 11:36:57.173693 15369 net.cpp:434] fc7_mbox_loc_flat <- fc7_mbox_loc_perm
I0316 11:36:57.173697 15369 net.cpp:408] fc7_mbox_loc_flat -> fc7_mbox_loc_flat
I0316 11:36:57.173712 15369 net.cpp:150] Setting up fc7_mbox_loc_flat
I0316 11:36:57.173717 15369 net.cpp:157] Top shape: 1 259200 (259200)
I0316 11:36:57.173722 15369 net.cpp:165] Memory required for data: 7634497024
I0316 11:36:57.173724 15369 layer_factory.hpp:77] Creating layer fc7_mbox_conf
I0316 11:36:57.173734 15369 net.cpp:100] Creating Layer fc7_mbox_conf
I0316 11:36:57.173738 15369 net.cpp:434] fc7_mbox_conf <- fc7_relu7_0_split_2
I0316 11:36:57.173743 15369 net.cpp:408] fc7_mbox_conf -> fc7_mbox_conf
I0316 11:36:57.181541 15369 net.cpp:150] Setting up fc7_mbox_conf
I0316 11:36:57.181556 15369 net.cpp:157] Top shape: 1 126 120 90 (1360800)
I0316 11:36:57.181563 15369 net.cpp:165] Memory required for data: 7639940224
I0316 11:36:57.181571 15369 layer_factory.hpp:77] Creating layer fc7_mbox_conf_perm
I0316 11:36:57.181577 15369 net.cpp:100] Creating Layer fc7_mbox_conf_perm
I0316 11:36:57.181583 15369 net.cpp:434] fc7_mbox_conf_perm <- fc7_mbox_conf
I0316 11:36:57.181589 15369 net.cpp:408] fc7_mbox_conf_perm -> fc7_mbox_conf_perm
I0316 11:36:57.181680 15369 net.cpp:150] Setting up fc7_mbox_conf_perm
I0316 11:36:57.181685 15369 net.cpp:157] Top shape: 1 120 90 126 (1360800)
I0316 11:36:57.181689 15369 net.cpp:165] Memory required for data: 7645383424
I0316 11:36:57.181691 15369 layer_factory.hpp:77] Creating layer fc7_mbox_conf_flat
I0316 11:36:57.181696 15369 net.cpp:100] Creating Layer fc7_mbox_conf_flat
I0316 11:36:57.181699 15369 net.cpp:434] fc7_mbox_conf_flat <- fc7_mbox_conf_perm
I0316 11:36:57.181702 15369 net.cpp:408] fc7_mbox_conf_flat -> fc7_mbox_conf_flat
I0316 11:36:57.181720 15369 net.cpp:150] Setting up fc7_mbox_conf_flat
I0316 11:36:57.181725 15369 net.cpp:157] Top shape: 1 1360800 (1360800)
I0316 11:36:57.181730 15369 net.cpp:165] Memory required for data: 7650826624
I0316 11:36:57.181732 15369 layer_factory.hpp:77] Creating layer fc7_mbox_priorbox
I0316 11:36:57.181740 15369 net.cpp:100] Creating Layer fc7_mbox_priorbox
I0316 11:36:57.181743 15369 net.cpp:434] fc7_mbox_priorbox <- fc7_relu7_0_split_3
I0316 11:36:57.181747 15369 net.cpp:434] fc7_mbox_priorbox <- data_input_0_split_2
I0316 11:36:57.181752 15369 net.cpp:408] fc7_mbox_priorbox -> fc7_mbox_priorbox
I0316 11:36:57.181772 15369 net.cpp:150] Setting up fc7_mbox_priorbox
I0316 11:36:57.181777 15369 net.cpp:157] Top shape: 1 2 259200 (518400)
I0316 11:36:57.181780 15369 net.cpp:165] Memory required for data: 7652900224
I0316 11:36:57.181784 15369 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc
I0316 11:36:57.181793 15369 net.cpp:100] Creating Layer conv6_2_mbox_loc
I0316 11:36:57.181798 15369 net.cpp:434] conv6_2_mbox_loc <- conv6_2_conv6_2_relu_0_split_1
I0316 11:36:57.181803 15369 net.cpp:408] conv6_2_mbox_loc -> conv6_2_mbox_loc
I0316 11:36:57.184844 15369 net.cpp:150] Setting up conv6_2_mbox_loc
I0316 11:36:57.184854 15369 net.cpp:157] Top shape: 1 24 60 45 (64800)
I0316 11:36:57.184859 15369 net.cpp:165] Memory required for data: 7653159424
I0316 11:36:57.184864 15369 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc_perm
I0316 11:36:57.184871 15369 net.cpp:100] Creating Layer conv6_2_mbox_loc_perm
I0316 11:36:57.184875 15369 net.cpp:434] conv6_2_mbox_loc_perm <- conv6_2_mbox_loc
I0316 11:36:57.184880 15369 net.cpp:408] conv6_2_mbox_loc_perm -> conv6_2_mbox_loc_perm
I0316 11:36:57.184967 15369 net.cpp:150] Setting up conv6_2_mbox_loc_perm
I0316 11:36:57.184971 15369 net.cpp:157] Top shape: 1 60 45 24 (64800)
I0316 11:36:57.184974 15369 net.cpp:165] Memory required for data: 7653418624
I0316 11:36:57.184978 15369 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc_flat
I0316 11:36:57.184983 15369 net.cpp:100] Creating Layer conv6_2_mbox_loc_flat
I0316 11:36:57.184986 15369 net.cpp:434] conv6_2_mbox_loc_flat <- conv6_2_mbox_loc_perm
I0316 11:36:57.184990 15369 net.cpp:408] conv6_2_mbox_loc_flat -> conv6_2_mbox_loc_flat
I0316 11:36:57.185009 15369 net.cpp:150] Setting up conv6_2_mbox_loc_flat
I0316 11:36:57.185012 15369 net.cpp:157] Top shape: 1 64800 (64800)
I0316 11:36:57.185016 15369 net.cpp:165] Memory required for data: 7653677824
I0316 11:36:57.185019 15369 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf
I0316 11:36:57.185027 15369 net.cpp:100] Creating Layer conv6_2_mbox_conf
I0316 11:36:57.185031 15369 net.cpp:434] conv6_2_mbox_conf <- conv6_2_conv6_2_relu_0_split_2
I0316 11:36:57.185035 15369 net.cpp:408] conv6_2_mbox_conf -> conv6_2_mbox_conf
I0316 11:36:57.190104 15369 net.cpp:150] Setting up conv6_2_mbox_conf
I0316 11:36:57.190116 15369 net.cpp:157] Top shape: 1 126 60 45 (340200)
I0316 11:36:57.190124 15369 net.cpp:165] Memory required for data: 7655038624
I0316 11:36:57.190130 15369 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf_perm
I0316 11:36:57.190138 15369 net.cpp:100] Creating Layer conv6_2_mbox_conf_perm
I0316 11:36:57.190143 15369 net.cpp:434] conv6_2_mbox_conf_perm <- conv6_2_mbox_conf
I0316 11:36:57.190148 15369 net.cpp:408] conv6_2_mbox_conf_perm -> conv6_2_mbox_conf_perm
I0316 11:36:57.190227 15369 net.cpp:150] Setting up conv6_2_mbox_conf_perm
I0316 11:36:57.190232 15369 net.cpp:157] Top shape: 1 60 45 126 (340200)
I0316 11:36:57.190237 15369 net.cpp:165] Memory required for data: 7656399424
I0316 11:36:57.190238 15369 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf_flat
I0316 11:36:57.190244 15369 net.cpp:100] Creating Layer conv6_2_mbox_conf_flat
I0316 11:36:57.190248 15369 net.cpp:434] conv6_2_mbox_conf_flat <- conv6_2_mbox_conf_perm
I0316 11:36:57.190251 15369 net.cpp:408] conv6_2_mbox_conf_flat -> conv6_2_mbox_conf_flat
I0316 11:36:57.190268 15369 net.cpp:150] Setting up conv6_2_mbox_conf_flat
I0316 11:36:57.190273 15369 net.cpp:157] Top shape: 1 340200 (340200)
I0316 11:36:57.190279 15369 net.cpp:165] Memory required for data: 7657760224
I0316 11:36:57.190282 15369 layer_factory.hpp:77] Creating layer conv6_2_mbox_priorbox
I0316 11:36:57.190294 15369 net.cpp:100] Creating Layer conv6_2_mbox_priorbox
I0316 11:36:57.190299 15369 net.cpp:434] conv6_2_mbox_priorbox <- conv6_2_conv6_2_relu_0_split_3
I0316 11:36:57.190304 15369 net.cpp:434] conv6_2_mbox_priorbox <- data_input_0_split_3
I0316 11:36:57.190308 15369 net.cpp:408] conv6_2_mbox_priorbox -> conv6_2_mbox_priorbox
I0316 11:36:57.190330 15369 net.cpp:150] Setting up conv6_2_mbox_priorbox
I0316 11:36:57.190335 15369 net.cpp:157] Top shape: 1 2 64800 (129600)
I0316 11:36:57.190340 15369 net.cpp:165] Memory required for data: 7658278624
I0316 11:36:57.190343 15369 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc
I0316 11:36:57.190352 15369 net.cpp:100] Creating Layer conv7_2_mbox_loc
I0316 11:36:57.190356 15369 net.cpp:434] conv7_2_mbox_loc <- conv7_2_conv7_2_relu_0_split_1
I0316 11:36:57.190361 15369 net.cpp:408] conv7_2_mbox_loc -> conv7_2_mbox_loc
I0316 11:36:57.192888 15369 net.cpp:150] Setting up conv7_2_mbox_loc
I0316 11:36:57.192898 15369 net.cpp:157] Top shape: 1 24 30 23 (16560)
I0316 11:36:57.192903 15369 net.cpp:165] Memory required for data: 7658344864
I0316 11:36:57.192915 15369 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc_perm
I0316 11:36:57.192922 15369 net.cpp:100] Creating Layer conv7_2_mbox_loc_perm
I0316 11:36:57.192926 15369 net.cpp:434] conv7_2_mbox_loc_perm <- conv7_2_mbox_loc
I0316 11:36:57.192930 15369 net.cpp:408] conv7_2_mbox_loc_perm -> conv7_2_mbox_loc_perm
I0316 11:36:57.193008 15369 net.cpp:150] Setting up conv7_2_mbox_loc_perm
I0316 11:36:57.193012 15369 net.cpp:157] Top shape: 1 30 23 24 (16560)
I0316 11:36:57.193017 15369 net.cpp:165] Memory required for data: 7658411104
I0316 11:36:57.193019 15369 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc_flat
I0316 11:36:57.193025 15369 net.cpp:100] Creating Layer conv7_2_mbox_loc_flat
I0316 11:36:57.193028 15369 net.cpp:434] conv7_2_mbox_loc_flat <- conv7_2_mbox_loc_perm
I0316 11:36:57.193032 15369 net.cpp:408] conv7_2_mbox_loc_flat -> conv7_2_mbox_loc_flat
I0316 11:36:57.193049 15369 net.cpp:150] Setting up conv7_2_mbox_loc_flat
I0316 11:36:57.193053 15369 net.cpp:157] Top shape: 1 16560 (16560)
I0316 11:36:57.193056 15369 net.cpp:165] Memory required for data: 7658477344
I0316 11:36:57.193059 15369 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf
I0316 11:36:57.193065 15369 net.cpp:100] Creating Layer conv7_2_mbox_conf
I0316 11:36:57.193068 15369 net.cpp:434] conv7_2_mbox_conf <- conv7_2_conv7_2_relu_0_split_2
I0316 11:36:57.193073 15369 net.cpp:408] conv7_2_mbox_conf -> conv7_2_mbox_conf
I0316 11:36:57.197310 15369 net.cpp:150] Setting up conv7_2_mbox_conf
I0316 11:36:57.197331 15369 net.cpp:157] Top shape: 1 126 30 23 (86940)
I0316 11:36:57.197341 15369 net.cpp:165] Memory required for data: 7658825104
I0316 11:36:57.197348 15369 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf_perm
I0316 11:36:57.197360 15369 net.cpp:100] Creating Layer conv7_2_mbox_conf_perm
I0316 11:36:57.197365 15369 net.cpp:434] conv7_2_mbox_conf_perm <- conv7_2_mbox_conf
I0316 11:36:57.197371 15369 net.cpp:408] conv7_2_mbox_conf_perm -> conv7_2_mbox_conf_perm
I0316 11:36:57.197470 15369 net.cpp:150] Setting up conv7_2_mbox_conf_perm
I0316 11:36:57.197475 15369 net.cpp:157] Top shape: 1 30 23 126 (86940)
I0316 11:36:57.197479 15369 net.cpp:165] Memory required for data: 7659172864
I0316 11:36:57.197481 15369 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf_flat
I0316 11:36:57.197489 15369 net.cpp:100] Creating Layer conv7_2_mbox_conf_flat
I0316 11:36:57.197490 15369 net.cpp:434] conv7_2_mbox_conf_flat <- conv7_2_mbox_conf_perm
I0316 11:36:57.197494 15369 net.cpp:408] conv7_2_mbox_conf_flat -> conv7_2_mbox_conf_flat
I0316 11:36:57.197512 15369 net.cpp:150] Setting up conv7_2_mbox_conf_flat
I0316 11:36:57.197516 15369 net.cpp:157] Top shape: 1 86940 (86940)
I0316 11:36:57.197520 15369 net.cpp:165] Memory required for data: 7659520624
I0316 11:36:57.197522 15369 layer_factory.hpp:77] Creating layer conv7_2_mbox_priorbox
I0316 11:36:57.197530 15369 net.cpp:100] Creating Layer conv7_2_mbox_priorbox
I0316 11:36:57.197535 15369 net.cpp:434] conv7_2_mbox_priorbox <- conv7_2_conv7_2_relu_0_split_3
I0316 11:36:57.197538 15369 net.cpp:434] conv7_2_mbox_priorbox <- data_input_0_split_4
I0316 11:36:57.197544 15369 net.cpp:408] conv7_2_mbox_priorbox -> conv7_2_mbox_priorbox
I0316 11:36:57.197567 15369 net.cpp:150] Setting up conv7_2_mbox_priorbox
I0316 11:36:57.197571 15369 net.cpp:157] Top shape: 1 2 16560 (33120)
I0316 11:36:57.197576 15369 net.cpp:165] Memory required for data: 7659653104
I0316 11:36:57.197579 15369 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc
I0316 11:36:57.197589 15369 net.cpp:100] Creating Layer conv8_2_mbox_loc
I0316 11:36:57.197592 15369 net.cpp:434] conv8_2_mbox_loc <- conv8_2_conv8_2_relu_0_split_1
I0316 11:36:57.197598 15369 net.cpp:408] conv8_2_mbox_loc -> conv8_2_mbox_loc
I0316 11:36:57.199957 15369 net.cpp:150] Setting up conv8_2_mbox_loc
I0316 11:36:57.199966 15369 net.cpp:157] Top shape: 1 24 15 12 (4320)
I0316 11:36:57.199972 15369 net.cpp:165] Memory required for data: 7659670384
I0316 11:36:57.199977 15369 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc_perm
I0316 11:36:57.199985 15369 net.cpp:100] Creating Layer conv8_2_mbox_loc_perm
I0316 11:36:57.199988 15369 net.cpp:434] conv8_2_mbox_loc_perm <- conv8_2_mbox_loc
I0316 11:36:57.199993 15369 net.cpp:408] conv8_2_mbox_loc_perm -> conv8_2_mbox_loc_perm
I0316 11:36:57.200065 15369 net.cpp:150] Setting up conv8_2_mbox_loc_perm
I0316 11:36:57.200069 15369 net.cpp:157] Top shape: 1 15 12 24 (4320)
I0316 11:36:57.200073 15369 net.cpp:165] Memory required for data: 7659687664
I0316 11:36:57.200076 15369 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc_flat
I0316 11:36:57.200080 15369 net.cpp:100] Creating Layer conv8_2_mbox_loc_flat
I0316 11:36:57.200083 15369 net.cpp:434] conv8_2_mbox_loc_flat <- conv8_2_mbox_loc_perm
I0316 11:36:57.200088 15369 net.cpp:408] conv8_2_mbox_loc_flat -> conv8_2_mbox_loc_flat
I0316 11:36:57.200107 15369 net.cpp:150] Setting up conv8_2_mbox_loc_flat
I0316 11:36:57.200111 15369 net.cpp:157] Top shape: 1 4320 (4320)
I0316 11:36:57.200115 15369 net.cpp:165] Memory required for data: 7659704944
I0316 11:36:57.200119 15369 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf
I0316 11:36:57.200126 15369 net.cpp:100] Creating Layer conv8_2_mbox_conf
I0316 11:36:57.200130 15369 net.cpp:434] conv8_2_mbox_conf <- conv8_2_conv8_2_relu_0_split_2
I0316 11:36:57.200135 15369 net.cpp:408] conv8_2_mbox_conf -> conv8_2_mbox_conf
I0316 11:36:57.203763 15369 net.cpp:150] Setting up conv8_2_mbox_conf
I0316 11:36:57.203774 15369 net.cpp:157] Top shape: 1 126 15 12 (22680)
I0316 11:36:57.203781 15369 net.cpp:165] Memory required for data: 7659795664
I0316 11:36:57.203788 15369 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf_perm
I0316 11:36:57.203797 15369 net.cpp:100] Creating Layer conv8_2_mbox_conf_perm
I0316 11:36:57.203801 15369 net.cpp:434] conv8_2_mbox_conf_perm <- conv8_2_mbox_conf
I0316 11:36:57.203807 15369 net.cpp:408] conv8_2_mbox_conf_perm -> conv8_2_mbox_conf_perm
I0316 11:36:57.203891 15369 net.cpp:150] Setting up conv8_2_mbox_conf_perm
I0316 11:36:57.203896 15369 net.cpp:157] Top shape: 1 15 12 126 (22680)
I0316 11:36:57.203899 15369 net.cpp:165] Memory required for data: 7659886384
I0316 11:36:57.203902 15369 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf_flat
I0316 11:36:57.203907 15369 net.cpp:100] Creating Layer conv8_2_mbox_conf_flat
I0316 11:36:57.203910 15369 net.cpp:434] conv8_2_mbox_conf_flat <- conv8_2_mbox_conf_perm
I0316 11:36:57.203914 15369 net.cpp:408] conv8_2_mbox_conf_flat -> conv8_2_mbox_conf_flat
I0316 11:36:57.203932 15369 net.cpp:150] Setting up conv8_2_mbox_conf_flat
I0316 11:36:57.203934 15369 net.cpp:157] Top shape: 1 22680 (22680)
I0316 11:36:57.203938 15369 net.cpp:165] Memory required for data: 7659977104
I0316 11:36:57.203940 15369 layer_factory.hpp:77] Creating layer conv8_2_mbox_priorbox
I0316 11:36:57.203946 15369 net.cpp:100] Creating Layer conv8_2_mbox_priorbox
I0316 11:36:57.203950 15369 net.cpp:434] conv8_2_mbox_priorbox <- conv8_2_conv8_2_relu_0_split_3
I0316 11:36:57.203953 15369 net.cpp:434] conv8_2_mbox_priorbox <- data_input_0_split_5
I0316 11:36:57.203958 15369 net.cpp:408] conv8_2_mbox_priorbox -> conv8_2_mbox_priorbox
I0316 11:36:57.203977 15369 net.cpp:150] Setting up conv8_2_mbox_priorbox
I0316 11:36:57.203981 15369 net.cpp:157] Top shape: 1 2 4320 (8640)
I0316 11:36:57.203985 15369 net.cpp:165] Memory required for data: 7660011664
I0316 11:36:57.203989 15369 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc
I0316 11:36:57.203997 15369 net.cpp:100] Creating Layer conv9_2_mbox_loc
I0316 11:36:57.204001 15369 net.cpp:434] conv9_2_mbox_loc <- conv9_2_conv9_2_relu_0_split_1
I0316 11:36:57.204007 15369 net.cpp:408] conv9_2_mbox_loc -> conv9_2_mbox_loc
I0316 11:36:57.207837 15369 net.cpp:150] Setting up conv9_2_mbox_loc
I0316 11:36:57.207850 15369 net.cpp:157] Top shape: 1 16 8 6 (768)
I0316 11:36:57.207856 15369 net.cpp:165] Memory required for data: 7660014736
I0316 11:36:57.207864 15369 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc_perm
I0316 11:36:57.207870 15369 net.cpp:100] Creating Layer conv9_2_mbox_loc_perm
I0316 11:36:57.207875 15369 net.cpp:434] conv9_2_mbox_loc_perm <- conv9_2_mbox_loc
I0316 11:36:57.207882 15369 net.cpp:408] conv9_2_mbox_loc_perm -> conv9_2_mbox_loc_perm
I0316 11:36:57.207967 15369 net.cpp:150] Setting up conv9_2_mbox_loc_perm
I0316 11:36:57.207971 15369 net.cpp:157] Top shape: 1 8 6 16 (768)
I0316 11:36:57.207975 15369 net.cpp:165] Memory required for data: 7660017808
I0316 11:36:57.207978 15369 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc_flat
I0316 11:36:57.207983 15369 net.cpp:100] Creating Layer conv9_2_mbox_loc_flat
I0316 11:36:57.207986 15369 net.cpp:434] conv9_2_mbox_loc_flat <- conv9_2_mbox_loc_perm
I0316 11:36:57.207989 15369 net.cpp:408] conv9_2_mbox_loc_flat -> conv9_2_mbox_loc_flat
I0316 11:36:57.208007 15369 net.cpp:150] Setting up conv9_2_mbox_loc_flat
I0316 11:36:57.208011 15369 net.cpp:157] Top shape: 1 768 (768)
I0316 11:36:57.208014 15369 net.cpp:165] Memory required for data: 7660020880
I0316 11:36:57.208017 15369 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf
I0316 11:36:57.208029 15369 net.cpp:100] Creating Layer conv9_2_mbox_conf
I0316 11:36:57.208032 15369 net.cpp:434] conv9_2_mbox_conf <- conv9_2_conv9_2_relu_0_split_2
I0316 11:36:57.208036 15369 net.cpp:408] conv9_2_mbox_conf -> conv9_2_mbox_conf
I0316 11:36:57.211352 15369 net.cpp:150] Setting up conv9_2_mbox_conf
I0316 11:36:57.211360 15369 net.cpp:157] Top shape: 1 84 8 6 (4032)
I0316 11:36:57.211364 15369 net.cpp:165] Memory required for data: 7660037008
I0316 11:36:57.211369 15369 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf_perm
I0316 11:36:57.211375 15369 net.cpp:100] Creating Layer conv9_2_mbox_conf_perm
I0316 11:36:57.211378 15369 net.cpp:434] conv9_2_mbox_conf_perm <- conv9_2_mbox_conf
I0316 11:36:57.211385 15369 net.cpp:408] conv9_2_mbox_conf_perm -> conv9_2_mbox_conf_perm
I0316 11:36:57.211457 15369 net.cpp:150] Setting up conv9_2_mbox_conf_perm
I0316 11:36:57.211462 15369 net.cpp:157] Top shape: 1 8 6 84 (4032)
I0316 11:36:57.211465 15369 net.cpp:165] Memory required for data: 7660053136
I0316 11:36:57.211467 15369 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf_flat
I0316 11:36:57.211472 15369 net.cpp:100] Creating Layer conv9_2_mbox_conf_flat
I0316 11:36:57.211475 15369 net.cpp:434] conv9_2_mbox_conf_flat <- conv9_2_mbox_conf_perm
I0316 11:36:57.211478 15369 net.cpp:408] conv9_2_mbox_conf_flat -> conv9_2_mbox_conf_flat
I0316 11:36:57.211495 15369 net.cpp:150] Setting up conv9_2_mbox_conf_flat
I0316 11:36:57.211498 15369 net.cpp:157] Top shape: 1 4032 (4032)
I0316 11:36:57.211501 15369 net.cpp:165] Memory required for data: 7660069264
I0316 11:36:57.211504 15369 layer_factory.hpp:77] Creating layer conv9_2_mbox_priorbox
I0316 11:36:57.211510 15369 net.cpp:100] Creating Layer conv9_2_mbox_priorbox
I0316 11:36:57.211513 15369 net.cpp:434] conv9_2_mbox_priorbox <- conv9_2_conv9_2_relu_0_split_3
I0316 11:36:57.211516 15369 net.cpp:434] conv9_2_mbox_priorbox <- data_input_0_split_6
I0316 11:36:57.211520 15369 net.cpp:408] conv9_2_mbox_priorbox -> conv9_2_mbox_priorbox
I0316 11:36:57.211539 15369 net.cpp:150] Setting up conv9_2_mbox_priorbox
I0316 11:36:57.211542 15369 net.cpp:157] Top shape: 1 2 768 (1536)
I0316 11:36:57.211545 15369 net.cpp:165] Memory required for data: 7660075408
I0316 11:36:57.211547 15369 layer_factory.hpp:77] Creating layer conv10_2_mbox_loc
I0316 11:36:57.211555 15369 net.cpp:100] Creating Layer conv10_2_mbox_loc
I0316 11:36:57.211560 15369 net.cpp:434] conv10_2_mbox_loc <- conv10_2_conv10_2_relu_0_split_0
I0316 11:36:57.211565 15369 net.cpp:408] conv10_2_mbox_loc -> conv10_2_mbox_loc
I0316 11:36:57.213539 15369 net.cpp:150] Setting up conv10_2_mbox_loc
I0316 11:36:57.213551 15369 net.cpp:157] Top shape: 1 16 7 5 (560)
I0316 11:36:57.213554 15369 net.cpp:165] Memory required for data: 7660077648
I0316 11:36:57.213560 15369 layer_factory.hpp:77] Creating layer conv10_2_mbox_loc_perm
I0316 11:36:57.213567 15369 net.cpp:100] Creating Layer conv10_2_mbox_loc_perm
I0316 11:36:57.213572 15369 net.cpp:434] conv10_2_mbox_loc_perm <- conv10_2_mbox_loc
I0316 11:36:57.213577 15369 net.cpp:408] conv10_2_mbox_loc_perm -> conv10_2_mbox_loc_perm
I0316 11:36:57.213652 15369 net.cpp:150] Setting up conv10_2_mbox_loc_perm
I0316 11:36:57.213656 15369 net.cpp:157] Top shape: 1 7 5 16 (560)
I0316 11:36:57.213660 15369 net.cpp:165] Memory required for data: 7660079888
I0316 11:36:57.213662 15369 layer_factory.hpp:77] Creating layer conv10_2_mbox_loc_flat
I0316 11:36:57.213666 15369 net.cpp:100] Creating Layer conv10_2_mbox_loc_flat
I0316 11:36:57.213670 15369 net.cpp:434] conv10_2_mbox_loc_flat <- conv10_2_mbox_loc_perm
I0316 11:36:57.213675 15369 net.cpp:408] conv10_2_mbox_loc_flat -> conv10_2_mbox_loc_flat
I0316 11:36:57.213692 15369 net.cpp:150] Setting up conv10_2_mbox_loc_flat
I0316 11:36:57.213696 15369 net.cpp:157] Top shape: 1 560 (560)
I0316 11:36:57.213699 15369 net.cpp:165] Memory required for data: 7660082128
I0316 11:36:57.213702 15369 layer_factory.hpp:77] Creating layer conv10_2_mbox_conf
I0316 11:36:57.213711 15369 net.cpp:100] Creating Layer conv10_2_mbox_conf
I0316 11:36:57.213714 15369 net.cpp:434] conv10_2_mbox_conf <- conv10_2_conv10_2_relu_0_split_1
I0316 11:36:57.213719 15369 net.cpp:408] conv10_2_mbox_conf -> conv10_2_mbox_conf
I0316 11:36:57.216740 15369 net.cpp:150] Setting up conv10_2_mbox_conf
I0316 11:36:57.216749 15369 net.cpp:157] Top shape: 1 84 7 5 (2940)
I0316 11:36:57.216754 15369 net.cpp:165] Memory required for data: 7660093888
I0316 11:36:57.216759 15369 layer_factory.hpp:77] Creating layer conv10_2_mbox_conf_perm
I0316 11:36:57.216765 15369 net.cpp:100] Creating Layer conv10_2_mbox_conf_perm
I0316 11:36:57.216768 15369 net.cpp:434] conv10_2_mbox_conf_perm <- conv10_2_mbox_conf
I0316 11:36:57.216774 15369 net.cpp:408] conv10_2_mbox_conf_perm -> conv10_2_mbox_conf_perm
I0316 11:36:57.216850 15369 net.cpp:150] Setting up conv10_2_mbox_conf_perm
I0316 11:36:57.216854 15369 net.cpp:157] Top shape: 1 7 5 84 (2940)
I0316 11:36:57.216857 15369 net.cpp:165] Memory required for data: 7660105648
I0316 11:36:57.216859 15369 layer_factory.hpp:77] Creating layer conv10_2_mbox_conf_flat
I0316 11:36:57.216866 15369 net.cpp:100] Creating Layer conv10_2_mbox_conf_flat
I0316 11:36:57.216869 15369 net.cpp:434] conv10_2_mbox_conf_flat <- conv10_2_mbox_conf_perm
I0316 11:36:57.216873 15369 net.cpp:408] conv10_2_mbox_conf_flat -> conv10_2_mbox_conf_flat
I0316 11:36:57.216892 15369 net.cpp:150] Setting up conv10_2_mbox_conf_flat
I0316 11:36:57.216895 15369 net.cpp:157] Top shape: 1 2940 (2940)
I0316 11:36:57.216898 15369 net.cpp:165] Memory required for data: 7660117408
I0316 11:36:57.216902 15369 layer_factory.hpp:77] Creating layer conv10_2_mbox_priorbox
I0316 11:36:57.216907 15369 net.cpp:100] Creating Layer conv10_2_mbox_priorbox
I0316 11:36:57.216910 15369 net.cpp:434] conv10_2_mbox_priorbox <- conv10_2_conv10_2_relu_0_split_2
I0316 11:36:57.216913 15369 net.cpp:434] conv10_2_mbox_priorbox <- data_input_0_split_7
I0316 11:36:57.216918 15369 net.cpp:408] conv10_2_mbox_priorbox -> conv10_2_mbox_priorbox
I0316 11:36:57.216938 15369 net.cpp:150] Setting up conv10_2_mbox_priorbox
I0316 11:36:57.216940 15369 net.cpp:157] Top shape: 1 2 560 (1120)
I0316 11:36:57.216944 15369 net.cpp:165] Memory required for data: 7660121888
I0316 11:36:57.216948 15369 layer_factory.hpp:77] Creating layer mbox_loc
I0316 11:36:57.217186 15369 net.cpp:100] Creating Layer mbox_loc
I0316 11:36:57.217196 15369 net.cpp:434] mbox_loc <- conv4_3_norm_mbox_loc_flat
I0316 11:36:57.217201 15369 net.cpp:434] mbox_loc <- fc7_mbox_loc_flat
I0316 11:36:57.217206 15369 net.cpp:434] mbox_loc <- conv6_2_mbox_loc_flat
I0316 11:36:57.217209 15369 net.cpp:434] mbox_loc <- conv7_2_mbox_loc_flat
I0316 11:36:57.217212 15369 net.cpp:434] mbox_loc <- conv8_2_mbox_loc_flat
I0316 11:36:57.217216 15369 net.cpp:434] mbox_loc <- conv9_2_mbox_loc_flat
I0316 11:36:57.217219 15369 net.cpp:434] mbox_loc <- conv10_2_mbox_loc_flat
I0316 11:36:57.217222 15369 net.cpp:408] mbox_loc -> mbox_loc
I0316 11:36:57.217257 15369 net.cpp:150] Setting up mbox_loc
I0316 11:36:57.217262 15369 net.cpp:157] Top shape: 1 1037408 (1037408)
I0316 11:36:57.217267 15369 net.cpp:165] Memory required for data: 7664271520
I0316 11:36:57.217270 15369 layer_factory.hpp:77] Creating layer mbox_conf
I0316 11:36:57.217275 15369 net.cpp:100] Creating Layer mbox_conf
I0316 11:36:57.217279 15369 net.cpp:434] mbox_conf <- conv4_3_norm_mbox_conf_flat
I0316 11:36:57.217283 15369 net.cpp:434] mbox_conf <- fc7_mbox_conf_flat
I0316 11:36:57.217288 15369 net.cpp:434] mbox_conf <- conv6_2_mbox_conf_flat
I0316 11:36:57.217291 15369 net.cpp:434] mbox_conf <- conv7_2_mbox_conf_flat
I0316 11:36:57.217295 15369 net.cpp:434] mbox_conf <- conv8_2_mbox_conf_flat
I0316 11:36:57.217298 15369 net.cpp:434] mbox_conf <- conv9_2_mbox_conf_flat
I0316 11:36:57.217303 15369 net.cpp:434] mbox_conf <- conv10_2_mbox_conf_flat
I0316 11:36:57.217308 15369 net.cpp:408] mbox_conf -> mbox_conf
I0316 11:36:57.217326 15369 net.cpp:150] Setting up mbox_conf
I0316 11:36:57.217330 15369 net.cpp:157] Top shape: 1 5446392 (5446392)
I0316 11:36:57.217334 15369 net.cpp:165] Memory required for data: 7686057088
I0316 11:36:57.217339 15369 layer_factory.hpp:77] Creating layer mbox_priorbox
I0316 11:36:57.217344 15369 net.cpp:100] Creating Layer mbox_priorbox
I0316 11:36:57.217346 15369 net.cpp:434] mbox_priorbox <- conv4_3_norm_mbox_priorbox
I0316 11:36:57.217351 15369 net.cpp:434] mbox_priorbox <- fc7_mbox_priorbox
I0316 11:36:57.217360 15369 net.cpp:434] mbox_priorbox <- conv6_2_mbox_priorbox
I0316 11:36:57.217365 15369 net.cpp:434] mbox_priorbox <- conv7_2_mbox_priorbox
I0316 11:36:57.217371 15369 net.cpp:434] mbox_priorbox <- conv8_2_mbox_priorbox
I0316 11:36:57.217375 15369 net.cpp:434] mbox_priorbox <- conv9_2_mbox_priorbox
I0316 11:36:57.217380 15369 net.cpp:434] mbox_priorbox <- conv10_2_mbox_priorbox
I0316 11:36:57.217386 15369 net.cpp:408] mbox_priorbox -> mbox_priorbox
I0316 11:36:57.217413 15369 net.cpp:150] Setting up mbox_priorbox
I0316 11:36:57.217420 15369 net.cpp:157] Top shape: 1 2 1037408 (2074816)
I0316 11:36:57.217425 15369 net.cpp:165] Memory required for data: 7694356352
I0316 11:36:57.217429 15369 layer_factory.hpp:77] Creating layer mbox_conf_reshape
I0316 11:36:57.217437 15369 net.cpp:100] Creating Layer mbox_conf_reshape
I0316 11:36:57.217442 15369 net.cpp:434] mbox_conf_reshape <- mbox_conf
I0316 11:36:57.217447 15369 net.cpp:408] mbox_conf_reshape -> mbox_conf_reshape
I0316 11:36:57.217481 15369 net.cpp:150] Setting up mbox_conf_reshape
I0316 11:36:57.217486 15369 net.cpp:157] Top shape: 1 259352 21 (5446392)
I0316 11:36:57.217490 15369 net.cpp:165] Memory required for data: 7716141920
I0316 11:36:57.217492 15369 layer_factory.hpp:77] Creating layer mbox_conf_softmax
I0316 11:36:57.217497 15369 net.cpp:100] Creating Layer mbox_conf_softmax
I0316 11:36:57.217500 15369 net.cpp:434] mbox_conf_softmax <- mbox_conf_reshape
I0316 11:36:57.217505 15369 net.cpp:408] mbox_conf_softmax -> mbox_conf_softmax
I0316 11:36:57.218941 15369 net.cpp:150] Setting up mbox_conf_softmax
I0316 11:36:57.218950 15369 net.cpp:157] Top shape: 1 259352 21 (5446392)
I0316 11:36:57.218955 15369 net.cpp:165] Memory required for data: 7737927488
I0316 11:36:57.218958 15369 layer_factory.hpp:77] Creating layer mbox_conf_flatten
I0316 11:36:57.218964 15369 net.cpp:100] Creating Layer mbox_conf_flatten
I0316 11:36:57.218967 15369 net.cpp:434] mbox_conf_flatten <- mbox_conf_softmax
I0316 11:36:57.218972 15369 net.cpp:408] mbox_conf_flatten -> mbox_conf_flatten
I0316 11:36:57.218991 15369 net.cpp:150] Setting up mbox_conf_flatten
I0316 11:36:57.218994 15369 net.cpp:157] Top shape: 1 5446392 (5446392)
I0316 11:36:57.218999 15369 net.cpp:165] Memory required for data: 7759713056
I0316 11:36:57.219002 15369 layer_factory.hpp:77] Creating layer detection_out
I0316 11:36:57.219015 15369 net.cpp:100] Creating Layer detection_out
I0316 11:36:57.219019 15369 net.cpp:434] detection_out <- mbox_loc
I0316 11:36:57.219023 15369 net.cpp:434] detection_out <- mbox_conf_flatten
I0316 11:36:57.219027 15369 net.cpp:434] detection_out <- mbox_priorbox
I0316 11:36:57.219031 15369 net.cpp:408] detection_out -> detection_out
I0316 11:36:57.219393 15369 net.cpp:150] Setting up detection_out
I0316 11:36:57.219401 15369 net.cpp:157] Top shape: 1 1 1 7 (7)
I0316 11:36:57.219405 15369 net.cpp:165] Memory required for data: 7759713084
I0316 11:36:57.219409 15369 net.cpp:228] detection_out does not need backward computation.
I0316 11:36:57.219416 15369 net.cpp:228] mbox_conf_flatten does not need backward computation.
I0316 11:36:57.219419 15369 net.cpp:228] mbox_conf_softmax does not need backward computation.
I0316 11:36:57.219422 15369 net.cpp:228] mbox_conf_reshape does not need backward computation.
I0316 11:36:57.219425 15369 net.cpp:228] mbox_priorbox does not need backward computation.
I0316 11:36:57.219430 15369 net.cpp:228] mbox_conf does not need backward computation.
I0316 11:36:57.219434 15369 net.cpp:228] mbox_loc does not need backward computation.
I0316 11:36:57.219439 15369 net.cpp:228] conv10_2_mbox_priorbox does not need backward computation.
I0316 11:36:57.219441 15369 net.cpp:228] conv10_2_mbox_conf_flat does not need backward computation.
I0316 11:36:57.219444 15369 net.cpp:228] conv10_2_mbox_conf_perm does not need backward computation.
I0316 11:36:57.219447 15369 net.cpp:228] conv10_2_mbox_conf does not need backward computation.
I0316 11:36:57.219450 15369 net.cpp:228] conv10_2_mbox_loc_flat does not need backward computation.
I0316 11:36:57.219453 15369 net.cpp:228] conv10_2_mbox_loc_perm does not need backward computation.
I0316 11:36:57.219456 15369 net.cpp:228] conv10_2_mbox_loc does not need backward computation.
I0316 11:36:57.219458 15369 net.cpp:228] conv9_2_mbox_priorbox does not need backward computation.
I0316 11:36:57.219462 15369 net.cpp:228] conv9_2_mbox_conf_flat does not need backward computation.
I0316 11:36:57.219465 15369 net.cpp:228] conv9_2_mbox_conf_perm does not need backward computation.
I0316 11:36:57.219467 15369 net.cpp:228] conv9_2_mbox_conf does not need backward computation.
I0316 11:36:57.219471 15369 net.cpp:228] conv9_2_mbox_loc_flat does not need backward computation.
I0316 11:36:57.219475 15369 net.cpp:228] conv9_2_mbox_loc_perm does not need backward computation.
I0316 11:36:57.219478 15369 net.cpp:228] conv9_2_mbox_loc does not need backward computation.
I0316 11:36:57.219482 15369 net.cpp:228] conv8_2_mbox_priorbox does not need backward computation.
I0316 11:36:57.219485 15369 net.cpp:228] conv8_2_mbox_conf_flat does not need backward computation.
I0316 11:36:57.219489 15369 net.cpp:228] conv8_2_mbox_conf_perm does not need backward computation.
I0316 11:36:57.219492 15369 net.cpp:228] conv8_2_mbox_conf does not need backward computation.
I0316 11:36:57.219496 15369 net.cpp:228] conv8_2_mbox_loc_flat does not need backward computation.
I0316 11:36:57.219499 15369 net.cpp:228] conv8_2_mbox_loc_perm does not need backward computation.
I0316 11:36:57.219502 15369 net.cpp:228] conv8_2_mbox_loc does not need backward computation.
I0316 11:36:57.219506 15369 net.cpp:228] conv7_2_mbox_priorbox does not need backward computation.
I0316 11:36:57.219509 15369 net.cpp:228] conv7_2_mbox_conf_flat does not need backward computation.
I0316 11:36:57.219513 15369 net.cpp:228] conv7_2_mbox_conf_perm does not need backward computation.
I0316 11:36:57.219516 15369 net.cpp:228] conv7_2_mbox_conf does not need backward computation.
I0316 11:36:57.219521 15369 net.cpp:228] conv7_2_mbox_loc_flat does not need backward computation.
I0316 11:36:57.219525 15369 net.cpp:228] conv7_2_mbox_loc_perm does not need backward computation.
I0316 11:36:57.219529 15369 net.cpp:228] conv7_2_mbox_loc does not need backward computation.
I0316 11:36:57.219533 15369 net.cpp:228] conv6_2_mbox_priorbox does not need backward computation.
I0316 11:36:57.219537 15369 net.cpp:228] conv6_2_mbox_conf_flat does not need backward computation.
I0316 11:36:57.219540 15369 net.cpp:228] conv6_2_mbox_conf_perm does not need backward computation.
I0316 11:36:57.219544 15369 net.cpp:228] conv6_2_mbox_conf does not need backward computation.
I0316 11:36:57.219548 15369 net.cpp:228] conv6_2_mbox_loc_flat does not need backward computation.
I0316 11:36:57.219552 15369 net.cpp:228] conv6_2_mbox_loc_perm does not need backward computation.
I0316 11:36:57.219555 15369 net.cpp:228] conv6_2_mbox_loc does not need backward computation.
I0316 11:36:57.219559 15369 net.cpp:228] fc7_mbox_priorbox does not need backward computation.
I0316 11:36:57.219563 15369 net.cpp:228] fc7_mbox_conf_flat does not need backward computation.
I0316 11:36:57.219568 15369 net.cpp:228] fc7_mbox_conf_perm does not need backward computation.
I0316 11:36:57.219571 15369 net.cpp:228] fc7_mbox_conf does not need backward computation.
I0316 11:36:57.219575 15369 net.cpp:228] fc7_mbox_loc_flat does not need backward computation.
I0316 11:36:57.219579 15369 net.cpp:228] fc7_mbox_loc_perm does not need backward computation.
I0316 11:36:57.219583 15369 net.cpp:228] fc7_mbox_loc does not need backward computation.
I0316 11:36:57.219586 15369 net.cpp:228] conv4_3_norm_mbox_priorbox does not need backward computation.
I0316 11:36:57.219592 15369 net.cpp:228] conv4_3_norm_mbox_conf_flat does not need backward computation.
I0316 11:36:57.219597 15369 net.cpp:228] conv4_3_norm_mbox_conf_perm does not need backward computation.
I0316 11:36:57.219601 15369 net.cpp:228] conv4_3_norm_mbox_conf does not need backward computation.
I0316 11:36:57.219604 15369 net.cpp:228] conv4_3_norm_mbox_loc_flat does not need backward computation.
I0316 11:36:57.219609 15369 net.cpp:228] conv4_3_norm_mbox_loc_perm does not need backward computation.
I0316 11:36:57.219612 15369 net.cpp:228] conv4_3_norm_mbox_loc does not need backward computation.
I0316 11:36:57.219616 15369 net.cpp:228] conv4_3_norm_conv4_3_norm_0_split does not need backward computation.
I0316 11:36:57.219620 15369 net.cpp:228] conv4_3_norm does not need backward computation.
I0316 11:36:57.219624 15369 net.cpp:228] conv10_2_conv10_2_relu_0_split does not need backward computation.
I0316 11:36:57.219628 15369 net.cpp:228] conv10_2_relu does not need backward computation.
I0316 11:36:57.219632 15369 net.cpp:228] conv10_2 does not need backward computation.
I0316 11:36:57.219635 15369 net.cpp:228] conv10_1_relu does not need backward computation.
I0316 11:36:57.219640 15369 net.cpp:228] conv10_1 does not need backward computation.
I0316 11:36:57.219643 15369 net.cpp:228] conv9_2_conv9_2_relu_0_split does not need backward computation.
I0316 11:36:57.219647 15369 net.cpp:228] conv9_2_relu does not need backward computation.
I0316 11:36:57.219650 15369 net.cpp:228] conv9_2 does not need backward computation.
I0316 11:36:57.219655 15369 net.cpp:228] conv9_1_relu does not need backward computation.
I0316 11:36:57.219657 15369 net.cpp:228] conv9_1 does not need backward computation.
I0316 11:36:57.219662 15369 net.cpp:228] conv8_2_conv8_2_relu_0_split does not need backward computation.
I0316 11:36:57.219666 15369 net.cpp:228] conv8_2_relu does not need backward computation.
I0316 11:36:57.219669 15369 net.cpp:228] conv8_2 does not need backward computation.
I0316 11:36:57.219673 15369 net.cpp:228] conv8_1_relu does not need backward computation.
I0316 11:36:57.219676 15369 net.cpp:228] conv8_1 does not need backward computation.
I0316 11:36:57.219681 15369 net.cpp:228] conv7_2_conv7_2_relu_0_split does not need backward computation.
I0316 11:36:57.219684 15369 net.cpp:228] conv7_2_relu does not need backward computation.
I0316 11:36:57.219687 15369 net.cpp:228] conv7_2 does not need backward computation.
I0316 11:36:57.219691 15369 net.cpp:228] conv7_1_relu does not need backward computation.
I0316 11:36:57.219694 15369 net.cpp:228] conv7_1 does not need backward computation.
I0316 11:36:57.219698 15369 net.cpp:228] conv6_2_conv6_2_relu_0_split does not need backward computation.
I0316 11:36:57.219702 15369 net.cpp:228] conv6_2_relu does not need backward computation.
I0316 11:36:57.219705 15369 net.cpp:228] conv6_2 does not need backward computation.
I0316 11:36:57.219709 15369 net.cpp:228] conv6_1_relu does not need backward computation.
I0316 11:36:57.219713 15369 net.cpp:228] conv6_1 does not need backward computation.
I0316 11:36:57.219717 15369 net.cpp:228] fc7_relu7_0_split does not need backward computation.
I0316 11:36:57.219722 15369 net.cpp:228] relu7 does not need backward computation.
I0316 11:36:57.219725 15369 net.cpp:228] fc7 does not need backward computation.
I0316 11:36:57.219728 15369 net.cpp:228] relu6 does not need backward computation.
I0316 11:36:57.219732 15369 net.cpp:228] fc6 does not need backward computation.
I0316 11:36:57.219735 15369 net.cpp:228] pool5 does not need backward computation.
I0316 11:36:57.219739 15369 net.cpp:228] relu5_3 does not need backward computation.
I0316 11:36:57.219743 15369 net.cpp:228] conv5_3 does not need backward computation.
I0316 11:36:57.219746 15369 net.cpp:228] relu5_2 does not need backward computation.
I0316 11:36:57.219750 15369 net.cpp:228] conv5_2 does not need backward computation.
I0316 11:36:57.219753 15369 net.cpp:228] relu5_1 does not need backward computation.
I0316 11:36:57.219758 15369 net.cpp:228] conv5_1 does not need backward computation.
I0316 11:36:57.219760 15369 net.cpp:228] pool4 does not need backward computation.
I0316 11:36:57.219764 15369 net.cpp:228] conv4_3_relu4_3_0_split does not need backward computation.
I0316 11:36:57.219769 15369 net.cpp:228] relu4_3 does not need backward computation.
I0316 11:36:57.219772 15369 net.cpp:228] conv4_3 does not need backward computation.
I0316 11:36:57.219775 15369 net.cpp:228] relu4_2 does not need backward computation.
I0316 11:36:57.219779 15369 net.cpp:228] conv4_2 does not need backward computation.
I0316 11:36:57.219784 15369 net.cpp:228] relu4_1 does not need backward computation.
I0316 11:36:57.219786 15369 net.cpp:228] conv4_1 does not need backward computation.
I0316 11:36:57.219790 15369 net.cpp:228] pool3 does not need backward computation.
I0316 11:36:57.219794 15369 net.cpp:228] relu3_3 does not need backward computation.
I0316 11:36:57.219797 15369 net.cpp:228] conv3_3 does not need backward computation.
I0316 11:36:57.219801 15369 net.cpp:228] relu3_2 does not need backward computation.
I0316 11:36:57.219805 15369 net.cpp:228] conv3_2 does not need backward computation.
I0316 11:36:57.219808 15369 net.cpp:228] relu3_1 does not need backward computation.
I0316 11:36:57.219812 15369 net.cpp:228] conv3_1 does not need backward computation.
I0316 11:36:57.219816 15369 net.cpp:228] pool2 does not need backward computation.
I0316 11:36:57.219820 15369 net.cpp:228] relu2_2 does not need backward computation.
I0316 11:36:57.219823 15369 net.cpp:228] conv2_2 does not need backward computation.
I0316 11:36:57.219827 15369 net.cpp:228] relu2_1 does not need backward computation.
I0316 11:36:57.219831 15369 net.cpp:228] conv2_1 does not need backward computation.
I0316 11:36:57.219836 15369 net.cpp:228] pool1 does not need backward computation.
I0316 11:36:57.219839 15369 net.cpp:228] relu1_2 does not need backward computation.
I0316 11:36:57.219843 15369 net.cpp:228] conv1_2 does not need backward computation.
I0316 11:36:57.219847 15369 net.cpp:228] relu1_1 does not need backward computation.
I0316 11:36:57.219851 15369 net.cpp:228] conv1_1 does not need backward computation.
I0316 11:36:57.219856 15369 net.cpp:228] data_input_0_split does not need backward computation.
I0316 11:36:57.219858 15369 net.cpp:228] input does not need backward computation.
I0316 11:36:57.219862 15369 net.cpp:270] This network produces output detection_out
I0316 11:36:57.219919 15369 net.cpp:283] Network initialization done.
I0316 11:36:57.371387 15369 net.cpp:761] Ignoring source layer data
I0316 11:36:57.371407 15369 net.cpp:761] Ignoring source layer data_data_0_split
I0316 11:36:57.391212 15369 net.cpp:761] Ignoring source layer mbox_loss
No Image
No Image
Segmentation fault (core dumped)
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