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WARNING: Logging before InitGoogleLogging() is written to STDERR
I0523 18:18:46.732089 1894236160 upgrade_proto.cpp:66] Attempting to upgrade input file specified using deprecated input fields: /Users/*****/Downloads/20160517-182911-94cd_epoch_40.0/deploy.prototxt
I0523 18:18:46.732198 1894236160 upgrade_proto.cpp:69] Successfully upgraded file specified using deprecated input fields.
W0523 18:18:46.732213 1894236160 upgrade_proto.cpp:71] Note that future Caffe releases will only support input layers and not input fields.
I0523 18:18:46.732697 1894236160 net.cpp:49] Initializing net from parameters:
state {
phase: TEST
}
layer {
name: "input"
type: "Input"
top: "data"
input_param {
shape {
dim: 1
dim: 3
dim: 224
dim: 224
}
}
}
layer {
name: "conv1/7x7_s2"
type: "Convolution"
bottom: "data"
top: "conv1/7x7_s2"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
pad: 3
kernel_size: 7
stride: 2
weight_filler {
type: "xavier"
std: 0.1
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "conv1/relu_7x7"
type: "ReLU"
bottom: "conv1/7x7_s2"
top: "conv1/7x7_s2"
}
layer {
name: "pool1/3x3_s2"
type: "Pooling"
bottom: "conv1/7x7_s2"
top: "pool1/3x3_s2"
pooling_param {
pool: MAX
kernel_size: 3
stride: 2
}
}
layer {
name: "pool1/norm1"
type: "LRN"
bottom: "pool1/3x3_s2"
top: "pool1/norm1"
lrn_param {
local_size: 5
alpha: 0.0001
beta: 0.75
}
}
layer {
name: "conv2/3x3_reduce"
type: "Convolution"
bottom: "pool1/norm1"
top: "conv2/3x3_reduce"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.1
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "conv2/relu_3x3_reduce"
type: "ReLU"
bottom: "conv2/3x3_reduce"
top: "conv2/3x3_reduce"
}
layer {
name: "conv2/3x3"
type: "Convolution"
bottom: "conv2/3x3_reduce"
top: "conv2/3x3"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 192
pad: 1
kernel_size: 3
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "conv2/relu_3x3"
type: "ReLU"
bottom: "conv2/3x3"
top: "conv2/3x3"
}
layer {
name: "conv2/norm2"
type: "LRN"
bottom: "conv2/3x3"
top: "conv2/norm2"
lrn_param {
local_size: 5
alpha: 0.0001
beta: 0.75
}
}
layer {
name: "pool2/3x3_s2"
type: "Pooling"
bottom: "conv2/norm2"
top: "pool2/3x3_s2"
pooling_param {
pool: MAX
kernel_size: 3
stride: 2
}
}
layer {
name: "inception_3a/1x1"
type: "Convolution"
bottom: "pool2/3x3_s2"
top: "inception_3a/1x1"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_3a/relu_1x1"
type: "ReLU"
bottom: "inception_3a/1x1"
top: "inception_3a/1x1"
}
layer {
name: "inception_3a/3x3_reduce"
type: "Convolution"
bottom: "pool2/3x3_s2"
top: "inception_3a/3x3_reduce"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 96
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.09
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_3a/relu_3x3_reduce"
type: "ReLU"
bottom: "inception_3a/3x3_reduce"
top: "inception_3a/3x3_reduce"
}
layer {
name: "inception_3a/3x3"
type: "Convolution"
bottom: "inception_3a/3x3_reduce"
top: "inception_3a/3x3"
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"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_3a/relu_3x3"
type: "ReLU"
bottom: "inception_3a/3x3"
top: "inception_3a/3x3"
}
layer {
name: "inception_3a/5x5_reduce"
type: "Convolution"
bottom: "pool2/3x3_s2"
top: "inception_3a/5x5_reduce"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 16
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.2
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_3a/relu_5x5_reduce"
type: "ReLU"
bottom: "inception_3a/5x5_reduce"
top: "inception_3a/5x5_reduce"
}
layer {
name: "inception_3a/5x5"
type: "Convolution"
bottom: "inception_3a/5x5_reduce"
top: "inception_3a/5x5"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 32
pad: 2
kernel_size: 5
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_3a/relu_5x5"
type: "ReLU"
bottom: "inception_3a/5x5"
top: "inception_3a/5x5"
}
layer {
name: "inception_3a/pool"
type: "Pooling"
bottom: "pool2/3x3_s2"
top: "inception_3a/pool"
pooling_param {
pool: MAX
kernel_size: 3
stride: 1
pad: 1
}
}
layer {
name: "inception_3a/pool_proj"
type: "Convolution"
bottom: "inception_3a/pool"
top: "inception_3a/pool_proj"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 32
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.1
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_3a/relu_pool_proj"
type: "ReLU"
bottom: "inception_3a/pool_proj"
top: "inception_3a/pool_proj"
}
layer {
name: "inception_3a/output"
type: "Concat"
bottom: "inception_3a/1x1"
bottom: "inception_3a/3x3"
bottom: "inception_3a/5x5"
bottom: "inception_3a/pool_proj"
top: "inception_3a/output"
}
layer {
name: "inception_3b/1x1"
type: "Convolution"
bottom: "inception_3a/output"
top: "inception_3b/1x1"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 128
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_3b/relu_1x1"
type: "ReLU"
bottom: "inception_3b/1x1"
top: "inception_3b/1x1"
}
layer {
name: "inception_3b/3x3_reduce"
type: "Convolution"
bottom: "inception_3a/output"
top: "inception_3b/3x3_reduce"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 128
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.09
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_3b/relu_3x3_reduce"
type: "ReLU"
bottom: "inception_3b/3x3_reduce"
top: "inception_3b/3x3_reduce"
}
layer {
name: "inception_3b/3x3"
type: "Convolution"
bottom: "inception_3b/3x3_reduce"
top: "inception_3b/3x3"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 192
pad: 1
kernel_size: 3
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_3b/relu_3x3"
type: "ReLU"
bottom: "inception_3b/3x3"
top: "inception_3b/3x3"
}
layer {
name: "inception_3b/5x5_reduce"
type: "Convolution"
bottom: "inception_3a/output"
top: "inception_3b/5x5_reduce"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 32
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.2
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_3b/relu_5x5_reduce"
type: "ReLU"
bottom: "inception_3b/5x5_reduce"
top: "inception_3b/5x5_reduce"
}
layer {
name: "inception_3b/5x5"
type: "Convolution"
bottom: "inception_3b/5x5_reduce"
top: "inception_3b/5x5"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 96
pad: 2
kernel_size: 5
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_3b/relu_5x5"
type: "ReLU"
bottom: "inception_3b/5x5"
top: "inception_3b/5x5"
}
layer {
name: "inception_3b/pool"
type: "Pooling"
bottom: "inception_3a/output"
top: "inception_3b/pool"
pooling_param {
pool: MAX
kernel_size: 3
stride: 1
pad: 1
}
}
layer {
name: "inception_3b/pool_proj"
type: "Convolution"
bottom: "inception_3b/pool"
top: "inception_3b/pool_proj"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.1
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_3b/relu_pool_proj"
type: "ReLU"
bottom: "inception_3b/pool_proj"
top: "inception_3b/pool_proj"
}
layer {
name: "inception_3b/output"
type: "Concat"
bottom: "inception_3b/1x1"
bottom: "inception_3b/3x3"
bottom: "inception_3b/5x5"
bottom: "inception_3b/pool_proj"
top: "inception_3b/output"
}
layer {
name: "pool3/3x3_s2"
type: "Pooling"
bottom: "inception_3b/output"
top: "pool3/3x3_s2"
pooling_param {
pool: MAX
kernel_size: 3
stride: 2
}
}
layer {
name: "inception_4a/1x1"
type: "Convolution"
bottom: "pool3/3x3_s2"
top: "inception_4a/1x1"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 192
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4a/relu_1x1"
type: "ReLU"
bottom: "inception_4a/1x1"
top: "inception_4a/1x1"
}
layer {
name: "inception_4a/3x3_reduce"
type: "Convolution"
bottom: "pool3/3x3_s2"
top: "inception_4a/3x3_reduce"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 96
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.09
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4a/relu_3x3_reduce"
type: "ReLU"
bottom: "inception_4a/3x3_reduce"
top: "inception_4a/3x3_reduce"
}
layer {
name: "inception_4a/3x3"
type: "Convolution"
bottom: "inception_4a/3x3_reduce"
top: "inception_4a/3x3"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 208
pad: 1
kernel_size: 3
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4a/relu_3x3"
type: "ReLU"
bottom: "inception_4a/3x3"
top: "inception_4a/3x3"
}
layer {
name: "inception_4a/5x5_reduce"
type: "Convolution"
bottom: "pool3/3x3_s2"
top: "inception_4a/5x5_reduce"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 16
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.2
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4a/relu_5x5_reduce"
type: "ReLU"
bottom: "inception_4a/5x5_reduce"
top: "inception_4a/5x5_reduce"
}
layer {
name: "inception_4a/5x5"
type: "Convolution"
bottom: "inception_4a/5x5_reduce"
top: "inception_4a/5x5"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 48
pad: 2
kernel_size: 5
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4a/relu_5x5"
type: "ReLU"
bottom: "inception_4a/5x5"
top: "inception_4a/5x5"
}
layer {
name: "inception_4a/pool"
type: "Pooling"
bottom: "pool3/3x3_s2"
top: "inception_4a/pool"
pooling_param {
pool: MAX
kernel_size: 3
stride: 1
pad: 1
}
}
layer {
name: "inception_4a/pool_proj"
type: "Convolution"
bottom: "inception_4a/pool"
top: "inception_4a/pool_proj"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.1
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4a/relu_pool_proj"
type: "ReLU"
bottom: "inception_4a/pool_proj"
top: "inception_4a/pool_proj"
}
layer {
name: "inception_4a/output"
type: "Concat"
bottom: "inception_4a/1x1"
bottom: "inception_4a/3x3"
bottom: "inception_4a/5x5"
bottom: "inception_4a/pool_proj"
top: "inception_4a/output"
}
layer {
name: "loss1/ave_pool"
type: "Pooling"
bottom: "inception_4a/output"
top: "loss1/ave_pool"
pooling_param {
pool: AVE
kernel_size: 5
stride: 3
}
}
layer {
name: "loss1/conv"
type: "Convolution"
bottom: "loss1/ave_pool"
top: "loss1/conv"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 128
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.08
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "loss1/relu_conv"
type: "ReLU"
bottom: "loss1/conv"
top: "loss1/conv"
}
layer {
name: "loss1/fc"
type: "InnerProduct"
bottom: "loss1/conv"
top: "loss1/fc"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
inner_product_param {
num_output: 1024
weight_filler {
type: "xavier"
std: 0.02
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "loss1/relu_fc"
type: "ReLU"
bottom: "loss1/fc"
top: "loss1/fc"
}
layer {
name: "loss1/drop_fc"
type: "Dropout"
bottom: "loss1/fc"
top: "loss1/fc"
dropout_param {
dropout_ratio: 0.7
}
}
layer {
name: "loss1/classifier"
type: "InnerProduct"
bottom: "loss1/fc"
top: "loss1/classifier"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
inner_product_param {
num_output: 2
weight_filler {
type: "xavier"
std: 0.0009765625
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "inception_4b/1x1"
type: "Convolution"
bottom: "inception_4a/output"
top: "inception_4b/1x1"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 160
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4b/relu_1x1"
type: "ReLU"
bottom: "inception_4b/1x1"
top: "inception_4b/1x1"
}
layer {
name: "inception_4b/3x3_reduce"
type: "Convolution"
bottom: "inception_4a/output"
top: "inception_4b/3x3_reduce"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 112
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.09
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4b/relu_3x3_reduce"
type: "ReLU"
bottom: "inception_4b/3x3_reduce"
top: "inception_4b/3x3_reduce"
}
layer {
name: "inception_4b/3x3"
type: "Convolution"
bottom: "inception_4b/3x3_reduce"
top: "inception_4b/3x3"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 224
pad: 1
kernel_size: 3
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4b/relu_3x3"
type: "ReLU"
bottom: "inception_4b/3x3"
top: "inception_4b/3x3"
}
layer {
name: "inception_4b/5x5_reduce"
type: "Convolution"
bottom: "inception_4a/output"
top: "inception_4b/5x5_reduce"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 24
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.2
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4b/relu_5x5_reduce"
type: "ReLU"
bottom: "inception_4b/5x5_reduce"
top: "inception_4b/5x5_reduce"
}
layer {
name: "inception_4b/5x5"
type: "Convolution"
bottom: "inception_4b/5x5_reduce"
top: "inception_4b/5x5"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
pad: 2
kernel_size: 5
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4b/relu_5x5"
type: "ReLU"
bottom: "inception_4b/5x5"
top: "inception_4b/5x5"
}
layer {
name: "inception_4b/pool"
type: "Pooling"
bottom: "inception_4a/output"
top: "inception_4b/pool"
pooling_param {
pool: MAX
kernel_size: 3
stride: 1
pad: 1
}
}
layer {
name: "inception_4b/pool_proj"
type: "Convolution"
bottom: "inception_4b/pool"
top: "inception_4b/pool_proj"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.1
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4b/relu_pool_proj"
type: "ReLU"
bottom: "inception_4b/pool_proj"
top: "inception_4b/pool_proj"
}
layer {
name: "inception_4b/output"
type: "Concat"
bottom: "inception_4b/1x1"
bottom: "inception_4b/3x3"
bottom: "inception_4b/5x5"
bottom: "inception_4b/pool_proj"
top: "inception_4b/output"
}
layer {
name: "inception_4c/1x1"
type: "Convolution"
bottom: "inception_4b/output"
top: "inception_4c/1x1"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 128
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4c/relu_1x1"
type: "ReLU"
bottom: "inception_4c/1x1"
top: "inception_4c/1x1"
}
layer {
name: "inception_4c/3x3_reduce"
type: "Convolution"
bottom: "inception_4b/output"
top: "inception_4c/3x3_reduce"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 128
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.09
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4c/relu_3x3_reduce"
type: "ReLU"
bottom: "inception_4c/3x3_reduce"
top: "inception_4c/3x3_reduce"
}
layer {
name: "inception_4c/3x3"
type: "Convolution"
bottom: "inception_4c/3x3_reduce"
top: "inception_4c/3x3"
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"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4c/relu_3x3"
type: "ReLU"
bottom: "inception_4c/3x3"
top: "inception_4c/3x3"
}
layer {
name: "inception_4c/5x5_reduce"
type: "Convolution"
bottom: "inception_4b/output"
top: "inception_4c/5x5_reduce"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 24
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.2
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4c/relu_5x5_reduce"
type: "ReLU"
bottom: "inception_4c/5x5_reduce"
top: "inception_4c/5x5_reduce"
}
layer {
name: "inception_4c/5x5"
type: "Convolution"
bottom: "inception_4c/5x5_reduce"
top: "inception_4c/5x5"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
pad: 2
kernel_size: 5
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4c/relu_5x5"
type: "ReLU"
bottom: "inception_4c/5x5"
top: "inception_4c/5x5"
}
layer {
name: "inception_4c/pool"
type: "Pooling"
bottom: "inception_4b/output"
top: "inception_4c/pool"
pooling_param {
pool: MAX
kernel_size: 3
stride: 1
pad: 1
}
}
layer {
name: "inception_4c/pool_proj"
type: "Convolution"
bottom: "inception_4c/pool"
top: "inception_4c/pool_proj"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.1
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4c/relu_pool_proj"
type: "ReLU"
bottom: "inception_4c/pool_proj"
top: "inception_4c/pool_proj"
}
layer {
name: "inception_4c/output"
type: "Concat"
bottom: "inception_4c/1x1"
bottom: "inception_4c/3x3"
bottom: "inception_4c/5x5"
bottom: "inception_4c/pool_proj"
top: "inception_4c/output"
}
layer {
name: "inception_4d/1x1"
type: "Convolution"
bottom: "inception_4c/output"
top: "inception_4d/1x1"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 112
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4d/relu_1x1"
type: "ReLU"
bottom: "inception_4d/1x1"
top: "inception_4d/1x1"
}
layer {
name: "inception_4d/3x3_reduce"
type: "Convolution"
bottom: "inception_4c/output"
top: "inception_4d/3x3_reduce"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 144
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.09
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4d/relu_3x3_reduce"
type: "ReLU"
bottom: "inception_4d/3x3_reduce"
top: "inception_4d/3x3_reduce"
}
layer {
name: "inception_4d/3x3"
type: "Convolution"
bottom: "inception_4d/3x3_reduce"
top: "inception_4d/3x3"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 288
pad: 1
kernel_size: 3
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4d/relu_3x3"
type: "ReLU"
bottom: "inception_4d/3x3"
top: "inception_4d/3x3"
}
layer {
name: "inception_4d/5x5_reduce"
type: "Convolution"
bottom: "inception_4c/output"
top: "inception_4d/5x5_reduce"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 32
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.2
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4d/relu_5x5_reduce"
type: "ReLU"
bottom: "inception_4d/5x5_reduce"
top: "inception_4d/5x5_reduce"
}
layer {
name: "inception_4d/5x5"
type: "Convolution"
bottom: "inception_4d/5x5_reduce"
top: "inception_4d/5x5"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
pad: 2
kernel_size: 5
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4d/relu_5x5"
type: "ReLU"
bottom: "inception_4d/5x5"
top: "inception_4d/5x5"
}
layer {
name: "inception_4d/pool"
type: "Pooling"
bottom: "inception_4c/output"
top: "inception_4d/pool"
pooling_param {
pool: MAX
kernel_size: 3
stride: 1
pad: 1
}
}
layer {
name: "inception_4d/pool_proj"
type: "Convolution"
bottom: "inception_4d/pool"
top: "inception_4d/pool_proj"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 64
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.1
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4d/relu_pool_proj"
type: "ReLU"
bottom: "inception_4d/pool_proj"
top: "inception_4d/pool_proj"
}
layer {
name: "inception_4d/output"
type: "Concat"
bottom: "inception_4d/1x1"
bottom: "inception_4d/3x3"
bottom: "inception_4d/5x5"
bottom: "inception_4d/pool_proj"
top: "inception_4d/output"
}
layer {
name: "loss2/ave_pool"
type: "Pooling"
bottom: "inception_4d/output"
top: "loss2/ave_pool"
pooling_param {
pool: AVE
kernel_size: 5
stride: 3
}
}
layer {
name: "loss2/conv"
type: "Convolution"
bottom: "loss2/ave_pool"
top: "loss2/conv"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 128
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.08
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "loss2/relu_conv"
type: "ReLU"
bottom: "loss2/conv"
top: "loss2/conv"
}
layer {
name: "loss2/fc"
type: "InnerProduct"
bottom: "loss2/conv"
top: "loss2/fc"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
inner_product_param {
num_output: 1024
weight_filler {
type: "xavier"
std: 0.02
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "loss2/relu_fc"
type: "ReLU"
bottom: "loss2/fc"
top: "loss2/fc"
}
layer {
name: "loss2/drop_fc"
type: "Dropout"
bottom: "loss2/fc"
top: "loss2/fc"
dropout_param {
dropout_ratio: 0.7
}
}
layer {
name: "loss2/classifier"
type: "InnerProduct"
bottom: "loss2/fc"
top: "loss2/classifier"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
inner_product_param {
num_output: 2
weight_filler {
type: "xavier"
std: 0.0009765625
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "inception_4e/1x1"
type: "Convolution"
bottom: "inception_4d/output"
top: "inception_4e/1x1"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 256
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4e/relu_1x1"
type: "ReLU"
bottom: "inception_4e/1x1"
top: "inception_4e/1x1"
}
layer {
name: "inception_4e/3x3_reduce"
type: "Convolution"
bottom: "inception_4d/output"
top: "inception_4e/3x3_reduce"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 160
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.09
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4e/relu_3x3_reduce"
type: "ReLU"
bottom: "inception_4e/3x3_reduce"
top: "inception_4e/3x3_reduce"
}
layer {
name: "inception_4e/3x3"
type: "Convolution"
bottom: "inception_4e/3x3_reduce"
top: "inception_4e/3x3"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 320
pad: 1
kernel_size: 3
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4e/relu_3x3"
type: "ReLU"
bottom: "inception_4e/3x3"
top: "inception_4e/3x3"
}
layer {
name: "inception_4e/5x5_reduce"
type: "Convolution"
bottom: "inception_4d/output"
top: "inception_4e/5x5_reduce"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 32
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.2
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_4e/relu_5x5_reduce"
type: "ReLU"
bottom: "inception_4e/5x5_reduce"
top: "inception_4e/5x5_reduce"
}
layer {
name: "inception_4e/5x5"
type: "Convolution"
bottom: "inception_4e/5x5_reduce"
top: "inception_4e/5x5"
param {
lr_mult: 1
decay_mult: 1
}
param {
lr_mult: 2
decay_mult: 0
}
convolution_param {
num_output: 128
pad: 2
kernel_size: 5
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
I0523 18:18:46.736474 1894236160 layer_factory.hpp:77] Creating layer input
I0523 18:18:46.736508 1894236160 net.cpp:91] Creating Layer input
I0523 18:18:46.736531 1894236160 net.cpp:399] input -> data
I0523 18:18:46.736572 1894236160 net.cpp:141] Setting up input
I0523 18:18:46.736588 1894236160 net.cpp:148] Top shape: 1 3 224 224 (150528)
I0523 18:18:46.736608 1894236160 net.cpp:156] Memory required for data: 602112
I0523 18:18:46.736623 1894236160 layer_factory.hpp:77] Creating layer conv1/7x7_s2
I0523 18:18:46.736645 1894236160 net.cpp:91] Creating Layer conv1/7x7_s2
I0523 18:18:46.736660 1894236160 net.cpp:425] conv1/7x7_s2 <- data
I0523 18:18:46.736677 1894236160 net.cpp:399] conv1/7x7_s2 -> conv1/7x7_s2
I0523 18:18:46.743984 1894236160 net.cpp:141] Setting up conv1/7x7_s2
I0523 18:18:46.744004 1894236160 net.cpp:148] Top shape: 1 64 112 112 (802816)
I0523 18:18:46.744020 1894236160 net.cpp:156] Memory required for data: 3813376
I0523 18:18:46.744041 1894236160 layer_factory.hpp:77] Creating layer conv1/relu_7x7
I0523 18:18:46.744062 1894236160 net.cpp:91] Creating Layer conv1/relu_7x7
I0523 18:18:46.744077 1894236160 net.cpp:425] conv1/relu_7x7 <- conv1/7x7_s2
I0523 18:18:46.744093 1894236160 net.cpp:386] conv1/relu_7x7 -> conv1/7x7_s2 (in-place)
I0523 18:18:46.744112 1894236160 net.cpp:141] Setting up conv1/relu_7x7
I0523 18:18:46.744124 1894236160 net.cpp:148] Top shape: 1 64 112 112 (802816)
I0523 18:18:46.744140 1894236160 net.cpp:156] Memory required for data: 7024640
I0523 18:18:46.744153 1894236160 layer_factory.hpp:77] Creating layer pool1/3x3_s2
I0523 18:18:46.744169 1894236160 net.cpp:91] Creating Layer pool1/3x3_s2
I0523 18:18:46.744184 1894236160 net.cpp:425] pool1/3x3_s2 <- conv1/7x7_s2
I0523 18:18:46.744199 1894236160 net.cpp:399] pool1/3x3_s2 -> pool1/3x3_s2
I0523 18:18:46.744228 1894236160 net.cpp:141] Setting up pool1/3x3_s2
I0523 18:18:46.744243 1894236160 net.cpp:148] Top shape: 1 64 56 56 (200704)
I0523 18:18:46.744258 1894236160 net.cpp:156] Memory required for data: 7827456
I0523 18:18:46.744272 1894236160 layer_factory.hpp:77] Creating layer pool1/norm1
I0523 18:18:46.744290 1894236160 net.cpp:91] Creating Layer pool1/norm1
I0523 18:18:46.744303 1894236160 net.cpp:425] pool1/norm1 <- pool1/3x3_s2
I0523 18:18:46.744335 1894236160 net.cpp:399] pool1/norm1 -> pool1/norm1
I0523 18:18:46.744364 1894236160 net.cpp:141] Setting up pool1/norm1
I0523 18:18:46.744377 1894236160 net.cpp:148] Top shape: 1 64 56 56 (200704)
I0523 18:18:46.744393 1894236160 net.cpp:156] Memory required for data: 8630272
I0523 18:18:46.744406 1894236160 layer_factory.hpp:77] Creating layer conv2/3x3_reduce
I0523 18:18:46.744426 1894236160 net.cpp:91] Creating Layer conv2/3x3_reduce
I0523 18:18:46.744441 1894236160 net.cpp:425] conv2/3x3_reduce <- pool1/norm1
I0523 18:18:46.744458 1894236160 net.cpp:399] conv2/3x3_reduce -> conv2/3x3_reduce
I0523 18:18:46.744563 1894236160 net.cpp:141] Setting up conv2/3x3_reduce
I0523 18:18:46.744578 1894236160 net.cpp:148] Top shape: 1 64 56 56 (200704)
I0523 18:18:46.744595 1894236160 net.cpp:156] Memory required for data: 9433088
I0523 18:18:46.744614 1894236160 layer_factory.hpp:77] Creating layer conv2/relu_3x3_reduce
I0523 18:18:46.744631 1894236160 net.cpp:91] Creating Layer conv2/relu_3x3_reduce
I0523 18:18:46.744643 1894236160 net.cpp:425] conv2/relu_3x3_reduce <- conv2/3x3_reduce
I0523 18:18:46.744659 1894236160 net.cpp:386] conv2/relu_3x3_reduce -> conv2/3x3_reduce (in-place)
I0523 18:18:46.744678 1894236160 net.cpp:141] Setting up conv2/relu_3x3_reduce
I0523 18:18:46.744690 1894236160 net.cpp:148] Top shape: 1 64 56 56 (200704)
I0523 18:18:46.744706 1894236160 net.cpp:156] Memory required for data: 10235904
I0523 18:18:46.744719 1894236160 layer_factory.hpp:77] Creating layer conv2/3x3
I0523 18:18:46.744740 1894236160 net.cpp:91] Creating Layer conv2/3x3
I0523 18:18:46.744753 1894236160 net.cpp:425] conv2/3x3 <- conv2/3x3_reduce
I0523 18:18:46.744771 1894236160 net.cpp:399] conv2/3x3 -> conv2/3x3
I0523 18:18:46.746526 1894236160 net.cpp:141] Setting up conv2/3x3
I0523 18:18:46.746541 1894236160 net.cpp:148] Top shape: 1 192 56 56 (602112)
I0523 18:18:46.746556 1894236160 net.cpp:156] Memory required for data: 12644352
I0523 18:18:46.746577 1894236160 layer_factory.hpp:77] Creating layer conv2/relu_3x3
I0523 18:18:46.746593 1894236160 net.cpp:91] Creating Layer conv2/relu_3x3
I0523 18:18:46.746606 1894236160 net.cpp:425] conv2/relu_3x3 <- conv2/3x3
I0523 18:18:46.746623 1894236160 net.cpp:386] conv2/relu_3x3 -> conv2/3x3 (in-place)
I0523 18:18:46.746639 1894236160 net.cpp:141] Setting up conv2/relu_3x3
I0523 18:18:46.746652 1894236160 net.cpp:148] Top shape: 1 192 56 56 (602112)
I0523 18:18:46.746668 1894236160 net.cpp:156] Memory required for data: 15052800
I0523 18:18:46.746682 1894236160 layer_factory.hpp:77] Creating layer conv2/norm2
I0523 18:18:46.746698 1894236160 net.cpp:91] Creating Layer conv2/norm2
I0523 18:18:46.746711 1894236160 net.cpp:425] conv2/norm2 <- conv2/3x3
I0523 18:18:46.746727 1894236160 net.cpp:399] conv2/norm2 -> conv2/norm2
I0523 18:18:46.746747 1894236160 net.cpp:141] Setting up conv2/norm2
I0523 18:18:46.746760 1894236160 net.cpp:148] Top shape: 1 192 56 56 (602112)
I0523 18:18:46.746776 1894236160 net.cpp:156] Memory required for data: 17461248
I0523 18:18:46.746790 1894236160 layer_factory.hpp:77] Creating layer pool2/3x3_s2
I0523 18:18:46.746806 1894236160 net.cpp:91] Creating Layer pool2/3x3_s2
I0523 18:18:46.746819 1894236160 net.cpp:425] pool2/3x3_s2 <- conv2/norm2
I0523 18:18:46.746835 1894236160 net.cpp:399] pool2/3x3_s2 -> pool2/3x3_s2
I0523 18:18:46.746856 1894236160 net.cpp:141] Setting up pool2/3x3_s2
I0523 18:18:46.746870 1894236160 net.cpp:148] Top shape: 1 192 28 28 (150528)
I0523 18:18:46.746886 1894236160 net.cpp:156] Memory required for data: 18063360
I0523 18:18:46.746899 1894236160 layer_factory.hpp:77] Creating layer pool2/3x3_s2_pool2/3x3_s2_0_split
I0523 18:18:46.746920 1894236160 net.cpp:91] Creating Layer pool2/3x3_s2_pool2/3x3_s2_0_split
I0523 18:18:46.746934 1894236160 net.cpp:425] pool2/3x3_s2_pool2/3x3_s2_0_split <- pool2/3x3_s2
I0523 18:18:46.746951 1894236160 net.cpp:399] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_0
I0523 18:18:46.746973 1894236160 net.cpp:399] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_1
I0523 18:18:46.747005 1894236160 net.cpp:399] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_2
I0523 18:18:46.747028 1894236160 net.cpp:399] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_3
I0523 18:18:46.747051 1894236160 net.cpp:141] Setting up pool2/3x3_s2_pool2/3x3_s2_0_split
I0523 18:18:46.747066 1894236160 net.cpp:148] Top shape: 1 192 28 28 (150528)
I0523 18:18:46.747081 1894236160 net.cpp:148] Top shape: 1 192 28 28 (150528)
I0523 18:18:46.747097 1894236160 net.cpp:148] Top shape: 1 192 28 28 (150528)
I0523 18:18:46.747113 1894236160 net.cpp:148] Top shape: 1 192 28 28 (150528)
I0523 18:18:46.747128 1894236160 net.cpp:156] Memory required for data: 20471808
I0523 18:18:46.747143 1894236160 layer_factory.hpp:77] Creating layer inception_3a/1x1
I0523 18:18:46.747161 1894236160 net.cpp:91] Creating Layer inception_3a/1x1
I0523 18:18:46.747175 1894236160 net.cpp:425] inception_3a/1x1 <- pool2/3x3_s2_pool2/3x3_s2_0_split_0
I0523 18:18:46.747194 1894236160 net.cpp:399] inception_3a/1x1 -> inception_3a/1x1
I0523 18:18:46.747417 1894236160 net.cpp:141] Setting up inception_3a/1x1
I0523 18:18:46.747432 1894236160 net.cpp:148] Top shape: 1 64 28 28 (50176)
I0523 18:18:46.747447 1894236160 net.cpp:156] Memory required for data: 20672512
I0523 18:18:46.747465 1894236160 layer_factory.hpp:77] Creating layer inception_3a/relu_1x1
I0523 18:18:46.747480 1894236160 net.cpp:91] Creating Layer inception_3a/relu_1x1
I0523 18:18:46.747494 1894236160 net.cpp:425] inception_3a/relu_1x1 <- inception_3a/1x1
I0523 18:18:46.747515 1894236160 net.cpp:386] inception_3a/relu_1x1 -> inception_3a/1x1 (in-place)
I0523 18:18:46.747534 1894236160 net.cpp:141] Setting up inception_3a/relu_1x1
I0523 18:18:46.747546 1894236160 net.cpp:148] Top shape: 1 64 28 28 (50176)
I0523 18:18:46.747562 1894236160 net.cpp:156] Memory required for data: 20873216
I0523 18:18:46.747575 1894236160 layer_factory.hpp:77] Creating layer inception_3a/3x3_reduce
I0523 18:18:46.747596 1894236160 net.cpp:91] Creating Layer inception_3a/3x3_reduce
I0523 18:18:46.747609 1894236160 net.cpp:425] inception_3a/3x3_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_1
I0523 18:18:46.747627 1894236160 net.cpp:399] inception_3a/3x3_reduce -> inception_3a/3x3_reduce
I0523 18:18:46.748009 1894236160 net.cpp:141] Setting up inception_3a/3x3_reduce
I0523 18:18:46.748024 1894236160 net.cpp:148] Top shape: 1 96 28 28 (75264)
I0523 18:18:46.748040 1894236160 net.cpp:156] Memory required for data: 21174272
I0523 18:18:46.748060 1894236160 layer_factory.hpp:77] Creating layer inception_3a/relu_3x3_reduce
I0523 18:18:46.748076 1894236160 net.cpp:91] Creating Layer inception_3a/relu_3x3_reduce
I0523 18:18:46.748090 1894236160 net.cpp:425] inception_3a/relu_3x3_reduce <- inception_3a/3x3_reduce
I0523 18:18:46.748106 1894236160 net.cpp:386] inception_3a/relu_3x3_reduce -> inception_3a/3x3_reduce (in-place)
I0523 18:18:46.748124 1894236160 net.cpp:141] Setting up inception_3a/relu_3x3_reduce
I0523 18:18:46.748137 1894236160 net.cpp:148] Top shape: 1 96 28 28 (75264)
I0523 18:18:46.748153 1894236160 net.cpp:156] Memory required for data: 21475328
I0523 18:18:46.748167 1894236160 layer_factory.hpp:77] Creating layer inception_3a/3x3
I0523 18:18:46.748189 1894236160 net.cpp:91] Creating Layer inception_3a/3x3
I0523 18:18:46.748203 1894236160 net.cpp:425] inception_3a/3x3 <- inception_3a/3x3_reduce
I0523 18:18:46.748226 1894236160 net.cpp:399] inception_3a/3x3 -> inception_3a/3x3
I0523 18:18:46.750284 1894236160 net.cpp:141] Setting up inception_3a/3x3
I0523 18:18:46.750300 1894236160 net.cpp:148] Top shape: 1 128 28 28 (100352)
I0523 18:18:46.750318 1894236160 net.cpp:156] Memory required for data: 21876736
I0523 18:18:46.750334 1894236160 layer_factory.hpp:77] Creating layer inception_3a/relu_3x3
I0523 18:18:46.750355 1894236160 net.cpp:91] Creating Layer inception_3a/relu_3x3
I0523 18:18:46.750370 1894236160 net.cpp:425] inception_3a/relu_3x3 <- inception_3a/3x3
I0523 18:18:46.750385 1894236160 net.cpp:386] inception_3a/relu_3x3 -> inception_3a/3x3 (in-place)
I0523 18:18:46.750412 1894236160 net.cpp:141] Setting up inception_3a/relu_3x3
I0523 18:18:46.750427 1894236160 net.cpp:148] Top shape: 1 128 28 28 (100352)
I0523 18:18:46.750442 1894236160 net.cpp:156] Memory required for data: 22278144
I0523 18:18:46.750457 1894236160 layer_factory.hpp:77] Creating layer inception_3a/5x5_reduce
I0523 18:18:46.750476 1894236160 net.cpp:91] Creating Layer inception_3a/5x5_reduce
I0523 18:18:46.750490 1894236160 net.cpp:425] inception_3a/5x5_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_2
I0523 18:18:46.750509 1894236160 net.cpp:399] inception_3a/5x5_reduce -> inception_3a/5x5_reduce
I0523 18:18:46.750617 1894236160 net.cpp:141] Setting up inception_3a/5x5_reduce
I0523 18:18:46.750632 1894236160 net.cpp:148] Top shape: 1 16 28 28 (12544)
I0523 18:18:46.750648 1894236160 net.cpp:156] Memory required for data: 22328320
I0523 18:18:46.750664 1894236160 layer_factory.hpp:77] Creating layer inception_3a/relu_5x5_reduce
I0523 18:18:46.750680 1894236160 net.cpp:91] Creating Layer inception_3a/relu_5x5_reduce
I0523 18:18:46.750694 1894236160 net.cpp:425] inception_3a/relu_5x5_reduce <- inception_3a/5x5_reduce
I0523 18:18:46.750710 1894236160 net.cpp:386] inception_3a/relu_5x5_reduce -> inception_3a/5x5_reduce (in-place)
I0523 18:18:46.750728 1894236160 net.cpp:141] Setting up inception_3a/relu_5x5_reduce
I0523 18:18:46.750742 1894236160 net.cpp:148] Top shape: 1 16 28 28 (12544)
I0523 18:18:46.750757 1894236160 net.cpp:156] Memory required for data: 22378496
I0523 18:18:46.750771 1894236160 layer_factory.hpp:77] Creating layer inception_3a/5x5
I0523 18:18:46.750797 1894236160 net.cpp:91] Creating Layer inception_3a/5x5
I0523 18:18:46.750810 1894236160 net.cpp:425] inception_3a/5x5 <- inception_3a/5x5_reduce
I0523 18:18:46.750833 1894236160 net.cpp:399] inception_3a/5x5 -> inception_3a/5x5
I0523 18:18:46.751111 1894236160 net.cpp:141] Setting up inception_3a/5x5
I0523 18:18:46.751126 1894236160 net.cpp:148] Top shape: 1 32 28 28 (25088)
I0523 18:18:46.751142 1894236160 net.cpp:156] Memory required for data: 22478848
I0523 18:18:46.751158 1894236160 layer_factory.hpp:77] Creating layer inception_3a/relu_5x5
I0523 18:18:46.751174 1894236160 net.cpp:91] Creating Layer inception_3a/relu_5x5
I0523 18:18:46.751188 1894236160 net.cpp:425] inception_3a/relu_5x5 <- inception_3a/5x5
I0523 18:18:46.751224 1894236160 net.cpp:386] inception_3a/relu_5x5 -> inception_3a/5x5 (in-place)
I0523 18:18:46.751242 1894236160 net.cpp:141] Setting up inception_3a/relu_5x5
I0523 18:18:46.751256 1894236160 net.cpp:148] Top shape: 1 32 28 28 (25088)
I0523 18:18:46.751271 1894236160 net.cpp:156] Memory required for data: 22579200
I0523 18:18:46.751286 1894236160 layer_factory.hpp:77] Creating layer inception_3a/pool
I0523 18:18:46.751302 1894236160 net.cpp:91] Creating Layer inception_3a/pool
I0523 18:18:46.751315 1894236160 net.cpp:425] inception_3a/pool <- pool2/3x3_s2_pool2/3x3_s2_0_split_3
I0523 18:18:46.751332 1894236160 net.cpp:399] inception_3a/pool -> inception_3a/pool
I0523 18:18:46.751353 1894236160 net.cpp:141] Setting up inception_3a/pool
I0523 18:18:46.751368 1894236160 net.cpp:148] Top shape: 1 192 28 28 (150528)
I0523 18:18:46.751384 1894236160 net.cpp:156] Memory required for data: 23181312
I0523 18:18:46.751396 1894236160 layer_factory.hpp:77] Creating layer inception_3a/pool_proj
I0523 18:18:46.751416 1894236160 net.cpp:91] Creating Layer inception_3a/pool_proj
I0523 18:18:46.751430 1894236160 net.cpp:425] inception_3a/pool_proj <- inception_3a/pool
I0523 18:18:46.751447 1894236160 net.cpp:399] inception_3a/pool_proj -> inception_3a/pool_proj
I0523 18:18:46.751606 1894236160 net.cpp:141] Setting up inception_3a/pool_proj
I0523 18:18:46.751621 1894236160 net.cpp:148] Top shape: 1 32 28 28 (25088)
I0523 18:18:46.751636 1894236160 net.cpp:156] Memory required for data: 23281664
I0523 18:18:46.751657 1894236160 layer_factory.hpp:77] Creating layer inception_3a/relu_pool_proj
I0523 18:18:46.751678 1894236160 net.cpp:91] Creating Layer inception_3a/relu_pool_proj
I0523 18:18:46.751693 1894236160 net.cpp:425] inception_3a/relu_pool_proj <- inception_3a/pool_proj
I0523 18:18:46.751718 1894236160 net.cpp:386] inception_3a/relu_pool_proj -> inception_3a/pool_proj (in-place)
I0523 18:18:46.751735 1894236160 net.cpp:141] Setting up inception_3a/relu_pool_proj
I0523 18:18:46.751749 1894236160 net.cpp:148] Top shape: 1 32 28 28 (25088)
I0523 18:18:46.751765 1894236160 net.cpp:156] Memory required for data: 23382016
I0523 18:18:46.751777 1894236160 layer_factory.hpp:77] Creating layer inception_3a/output
I0523 18:18:46.751793 1894236160 net.cpp:91] Creating Layer inception_3a/output
I0523 18:18:46.751807 1894236160 net.cpp:425] inception_3a/output <- inception_3a/1x1
I0523 18:18:46.751821 1894236160 net.cpp:425] inception_3a/output <- inception_3a/3x3
I0523 18:18:46.751837 1894236160 net.cpp:425] inception_3a/output <- inception_3a/5x5
I0523 18:18:46.751850 1894236160 net.cpp:425] inception_3a/output <- inception_3a/pool_proj
I0523 18:18:46.751866 1894236160 net.cpp:399] inception_3a/output -> inception_3a/output
I0523 18:18:46.751893 1894236160 net.cpp:141] Setting up inception_3a/output
I0523 18:18:46.751906 1894236160 net.cpp:148] Top shape: 1 256 28 28 (200704)
I0523 18:18:46.751922 1894236160 net.cpp:156] Memory required for data: 24184832
I0523 18:18:46.751935 1894236160 layer_factory.hpp:77] Creating layer inception_3a/output_inception_3a/output_0_split
I0523 18:18:46.751953 1894236160 net.cpp:91] Creating Layer inception_3a/output_inception_3a/output_0_split
I0523 18:18:46.751966 1894236160 net.cpp:425] inception_3a/output_inception_3a/output_0_split <- inception_3a/output
I0523 18:18:46.751987 1894236160 net.cpp:399] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_0
I0523 18:18:46.752009 1894236160 net.cpp:399] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_1
I0523 18:18:46.752032 1894236160 net.cpp:399] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_2
I0523 18:18:46.752053 1894236160 net.cpp:399] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_3
I0523 18:18:46.752075 1894236160 net.cpp:141] Setting up inception_3a/output_inception_3a/output_0_split
I0523 18:18:46.752089 1894236160 net.cpp:148] Top shape: 1 256 28 28 (200704)
I0523 18:18:46.752105 1894236160 net.cpp:148] Top shape: 1 256 28 28 (200704)
I0523 18:18:46.752120 1894236160 net.cpp:148] Top shape: 1 256 28 28 (200704)
I0523 18:18:46.752136 1894236160 net.cpp:148] Top shape: 1 256 28 28 (200704)
I0523 18:18:46.752151 1894236160 net.cpp:156] Memory required for data: 27396096
I0523 18:18:46.752166 1894236160 layer_factory.hpp:77] Creating layer inception_3b/1x1
I0523 18:18:46.752189 1894236160 net.cpp:91] Creating Layer inception_3b/1x1
I0523 18:18:46.752203 1894236160 net.cpp:425] inception_3b/1x1 <- inception_3a/output_inception_3a/output_0_split_0
I0523 18:18:46.752226 1894236160 net.cpp:399] inception_3b/1x1 -> inception_3b/1x1
I0523 18:18:46.752799 1894236160 net.cpp:141] Setting up inception_3b/1x1
I0523 18:18:46.752815 1894236160 net.cpp:148] Top shape: 1 128 28 28 (100352)
I0523 18:18:46.752830 1894236160 net.cpp:156] Memory required for data: 27797504
I0523 18:18:46.752847 1894236160 layer_factory.hpp:77] Creating layer inception_3b/relu_1x1
I0523 18:18:46.752862 1894236160 net.cpp:91] Creating Layer inception_3b/relu_1x1
I0523 18:18:46.752876 1894236160 net.cpp:425] inception_3b/relu_1x1 <- inception_3b/1x1
I0523 18:18:46.752897 1894236160 net.cpp:386] inception_3b/relu_1x1 -> inception_3b/1x1 (in-place)
I0523 18:18:46.752914 1894236160 net.cpp:141] Setting up inception_3b/relu_1x1
I0523 18:18:46.752928 1894236160 net.cpp:148] Top shape: 1 128 28 28 (100352)
I0523 18:18:46.752943 1894236160 net.cpp:156] Memory required for data: 28198912
I0523 18:18:46.752956 1894236160 layer_factory.hpp:77] Creating layer inception_3b/3x3_reduce
I0523 18:18:46.752976 1894236160 net.cpp:91] Creating Layer inception_3b/3x3_reduce
I0523 18:18:46.752990 1894236160 net.cpp:425] inception_3b/3x3_reduce <- inception_3a/output_inception_3a/output_0_split_1
I0523 18:18:46.753018 1894236160 net.cpp:399] inception_3b/3x3_reduce -> inception_3b/3x3_reduce
I0523 18:18:46.753587 1894236160 net.cpp:141] Setting up inception_3b/3x3_reduce
I0523 18:18:46.753604 1894236160 net.cpp:148] Top shape: 1 128 28 28 (100352)
I0523 18:18:46.753620 1894236160 net.cpp:156] Memory required for data: 28600320
I0523 18:18:46.753638 1894236160 layer_factory.hpp:77] Creating layer inception_3b/relu_3x3_reduce
I0523 18:18:46.753654 1894236160 net.cpp:91] Creating Layer inception_3b/relu_3x3_reduce
I0523 18:18:46.753669 1894236160 net.cpp:425] inception_3b/relu_3x3_reduce <- inception_3b/3x3_reduce
I0523 18:18:46.753685 1894236160 net.cpp:386] inception_3b/relu_3x3_reduce -> inception_3b/3x3_reduce (in-place)
I0523 18:18:46.753703 1894236160 net.cpp:141] Setting up inception_3b/relu_3x3_reduce
I0523 18:18:46.753717 1894236160 net.cpp:148] Top shape: 1 128 28 28 (100352)
I0523 18:18:46.753733 1894236160 net.cpp:156] Memory required for data: 29001728
I0523 18:18:46.753747 1894236160 layer_factory.hpp:77] Creating layer inception_3b/3x3
I0523 18:18:46.753767 1894236160 net.cpp:91] Creating Layer inception_3b/3x3
I0523 18:18:46.753782 1894236160 net.cpp:425] inception_3b/3x3 <- inception_3b/3x3_reduce
I0523 18:18:46.753800 1894236160 net.cpp:399] inception_3b/3x3 -> inception_3b/3x3
I0523 18:18:46.757819 1894236160 net.cpp:141] Setting up inception_3b/3x3
I0523 18:18:46.757843 1894236160 net.cpp:148] Top shape: 1 192 28 28 (150528)
I0523 18:18:46.757858 1894236160 net.cpp:156] Memory required for data: 29603840
I0523 18:18:46.757876 1894236160 layer_factory.hpp:77] Creating layer inception_3b/relu_3x3
I0523 18:18:46.757901 1894236160 net.cpp:91] Creating Layer inception_3b/relu_3x3
I0523 18:18:46.757915 1894236160 net.cpp:425] inception_3b/relu_3x3 <- inception_3b/3x3
I0523 18:18:46.757931 1894236160 net.cpp:386] inception_3b/relu_3x3 -> inception_3b/3x3 (in-place)
I0523 18:18:46.757949 1894236160 net.cpp:141] Setting up inception_3b/relu_3x3
I0523 18:18:46.757962 1894236160 net.cpp:148] Top shape: 1 192 28 28 (150528)
I0523 18:18:46.757978 1894236160 net.cpp:156] Memory required for data: 30205952
I0523 18:18:46.757992 1894236160 layer_factory.hpp:77] Creating layer inception_3b/5x5_reduce
I0523 18:18:46.758018 1894236160 net.cpp:91] Creating Layer inception_3b/5x5_reduce
I0523 18:18:46.758031 1894236160 net.cpp:425] inception_3b/5x5_reduce <- inception_3a/output_inception_3a/output_0_split_2
I0523 18:18:46.758055 1894236160 net.cpp:399] inception_3b/5x5_reduce -> inception_3b/5x5_reduce
I0523 18:18:46.758249 1894236160 net.cpp:141] Setting up inception_3b/5x5_reduce
I0523 18:18:46.758265 1894236160 net.cpp:148] Top shape: 1 32 28 28 (25088)
I0523 18:18:46.758280 1894236160 net.cpp:156] Memory required for data: 30306304
I0523 18:18:46.758297 1894236160 layer_factory.hpp:77] Creating layer inception_3b/relu_5x5_reduce
I0523 18:18:46.758317 1894236160 net.cpp:91] Creating Layer inception_3b/relu_5x5_reduce
I0523 18:18:46.758332 1894236160 net.cpp:425] inception_3b/relu_5x5_reduce <- inception_3b/5x5_reduce
I0523 18:18:46.758348 1894236160 net.cpp:386] inception_3b/relu_5x5_reduce -> inception_3b/5x5_reduce (in-place)
I0523 18:18:46.758366 1894236160 net.cpp:141] Setting up inception_3b/relu_5x5_reduce
I0523 18:18:46.758379 1894236160 net.cpp:148] Top shape: 1 32 28 28 (25088)
I0523 18:18:46.758395 1894236160 net.cpp:156] Memory required for data: 30406656
I0523 18:18:46.758409 1894236160 layer_factory.hpp:77] Creating layer inception_3b/5x5
I0523 18:18:46.758430 1894236160 net.cpp:91] Creating Layer inception_3b/5x5
I0523 18:18:46.758443 1894236160 net.cpp:425] inception_3b/5x5 <- inception_3b/5x5_reduce
I0523 18:18:46.758461 1894236160 net.cpp:399] inception_3b/5x5 -> inception_3b/5x5
I0523 18:18:46.759905 1894236160 net.cpp:141] Setting up inception_3b/5x5
I0523 18:18:46.759922 1894236160 net.cpp:148] Top shape: 1 96 28 28 (75264)
I0523 18:18:46.759938 1894236160 net.cpp:156] Memory required for data: 30707712
I0523 18:18:46.759976 1894236160 layer_factory.hpp:77] Creating layer inception_3b/relu_5x5
I0523 18:18:46.759992 1894236160 net.cpp:91] Creating Layer inception_3b/relu_5x5
I0523 18:18:46.760006 1894236160 net.cpp:425] inception_3b/relu_5x5 <- inception_3b/5x5
I0523 18:18:46.760021 1894236160 net.cpp:386] inception_3b/relu_5x5 -> inception_3b/5x5 (in-place)
I0523 18:18:46.760040 1894236160 net.cpp:141] Setting up inception_3b/relu_5x5
I0523 18:18:46.760053 1894236160 net.cpp:148] Top shape: 1 96 28 28 (75264)
I0523 18:18:46.760068 1894236160 net.cpp:156] Memory required for data: 31008768
I0523 18:18:46.760082 1894236160 layer_factory.hpp:77] Creating layer inception_3b/pool
I0523 18:18:46.760099 1894236160 net.cpp:91] Creating Layer inception_3b/pool
I0523 18:18:46.760113 1894236160 net.cpp:425] inception_3b/pool <- inception_3a/output_inception_3a/output_0_split_3
I0523 18:18:46.760129 1894236160 net.cpp:399] inception_3b/pool -> inception_3b/pool
I0523 18:18:46.760157 1894236160 net.cpp:141] Setting up inception_3b/pool
I0523 18:18:46.760171 1894236160 net.cpp:148] Top shape: 1 256 28 28 (200704)
I0523 18:18:46.760187 1894236160 net.cpp:156] Memory required for data: 31811584
I0523 18:18:46.760201 1894236160 layer_factory.hpp:77] Creating layer inception_3b/pool_proj
I0523 18:18:46.760221 1894236160 net.cpp:91] Creating Layer inception_3b/pool_proj
I0523 18:18:46.760234 1894236160 net.cpp:425] inception_3b/pool_proj <- inception_3b/pool
I0523 18:18:46.760251 1894236160 net.cpp:399] inception_3b/pool_proj -> inception_3b/pool_proj
I0523 18:18:46.760593 1894236160 net.cpp:141] Setting up inception_3b/pool_proj
I0523 18:18:46.760608 1894236160 net.cpp:148] Top shape: 1 64 28 28 (50176)
I0523 18:18:46.760624 1894236160 net.cpp:156] Memory required for data: 32012288
I0523 18:18:46.760640 1894236160 layer_factory.hpp:77] Creating layer inception_3b/relu_pool_proj
I0523 18:18:46.760656 1894236160 net.cpp:91] Creating Layer inception_3b/relu_pool_proj
I0523 18:18:46.760670 1894236160 net.cpp:425] inception_3b/relu_pool_proj <- inception_3b/pool_proj
I0523 18:18:46.760686 1894236160 net.cpp:386] inception_3b/relu_pool_proj -> inception_3b/pool_proj (in-place)
I0523 18:18:46.760704 1894236160 net.cpp:141] Setting up inception_3b/relu_pool_proj
I0523 18:18:46.760717 1894236160 net.cpp:148] Top shape: 1 64 28 28 (50176)
I0523 18:18:46.760732 1894236160 net.cpp:156] Memory required for data: 32212992
I0523 18:18:46.760746 1894236160 layer_factory.hpp:77] Creating layer inception_3b/output
I0523 18:18:46.760762 1894236160 net.cpp:91] Creating Layer inception_3b/output
I0523 18:18:46.760776 1894236160 net.cpp:425] inception_3b/output <- inception_3b/1x1
I0523 18:18:46.760790 1894236160 net.cpp:425] inception_3b/output <- inception_3b/3x3
I0523 18:18:46.760805 1894236160 net.cpp:425] inception_3b/output <- inception_3b/5x5
I0523 18:18:46.760820 1894236160 net.cpp:425] inception_3b/output <- inception_3b/pool_proj
I0523 18:18:46.760836 1894236160 net.cpp:399] inception_3b/output -> inception_3b/output
I0523 18:18:46.760857 1894236160 net.cpp:141] Setting up inception_3b/output
I0523 18:18:46.760870 1894236160 net.cpp:148] Top shape: 1 480 28 28 (376320)
I0523 18:18:46.760886 1894236160 net.cpp:156] Memory required for data: 33718272
I0523 18:18:46.760900 1894236160 layer_factory.hpp:77] Creating layer pool3/3x3_s2
I0523 18:18:46.760921 1894236160 net.cpp:91] Creating Layer pool3/3x3_s2
I0523 18:18:46.760936 1894236160 net.cpp:425] pool3/3x3_s2 <- inception_3b/output
I0523 18:18:46.760951 1894236160 net.cpp:399] pool3/3x3_s2 -> pool3/3x3_s2
I0523 18:18:46.760979 1894236160 net.cpp:141] Setting up pool3/3x3_s2
I0523 18:18:46.760994 1894236160 net.cpp:148] Top shape: 1 480 14 14 (94080)
I0523 18:18:46.761010 1894236160 net.cpp:156] Memory required for data: 34094592
I0523 18:18:46.761023 1894236160 layer_factory.hpp:77] Creating layer pool3/3x3_s2_pool3/3x3_s2_0_split
I0523 18:18:46.761041 1894236160 net.cpp:91] Creating Layer pool3/3x3_s2_pool3/3x3_s2_0_split
I0523 18:18:46.761055 1894236160 net.cpp:425] pool3/3x3_s2_pool3/3x3_s2_0_split <- pool3/3x3_s2
I0523 18:18:46.761081 1894236160 net.cpp:399] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_0
I0523 18:18:46.761103 1894236160 net.cpp:399] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_1
I0523 18:18:46.761126 1894236160 net.cpp:399] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_2
I0523 18:18:46.761147 1894236160 net.cpp:399] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_3
I0523 18:18:46.761171 1894236160 net.cpp:141] Setting up pool3/3x3_s2_pool3/3x3_s2_0_split
I0523 18:18:46.761184 1894236160 net.cpp:148] Top shape: 1 480 14 14 (94080)
I0523 18:18:46.761200 1894236160 net.cpp:148] Top shape: 1 480 14 14 (94080)
I0523 18:18:46.761216 1894236160 net.cpp:148] Top shape: 1 480 14 14 (94080)
I0523 18:18:46.761231 1894236160 net.cpp:148] Top shape: 1 480 14 14 (94080)
I0523 18:18:46.761247 1894236160 net.cpp:156] Memory required for data: 35599872
I0523 18:18:46.761261 1894236160 layer_factory.hpp:77] Creating layer inception_4a/1x1
I0523 18:18:46.761289 1894236160 net.cpp:91] Creating Layer inception_4a/1x1
I0523 18:18:46.761303 1894236160 net.cpp:425] inception_4a/1x1 <- pool3/3x3_s2_pool3/3x3_s2_0_split_0
I0523 18:18:46.761322 1894236160 net.cpp:399] inception_4a/1x1 -> inception_4a/1x1
I0523 18:18:46.763027 1894236160 net.cpp:141] Setting up inception_4a/1x1
I0523 18:18:46.763043 1894236160 net.cpp:148] Top shape: 1 192 14 14 (37632)
I0523 18:18:46.763059 1894236160 net.cpp:156] Memory required for data: 35750400
I0523 18:18:46.763077 1894236160 layer_factory.hpp:77] Creating layer inception_4a/relu_1x1
I0523 18:18:46.763092 1894236160 net.cpp:91] Creating Layer inception_4a/relu_1x1
I0523 18:18:46.763106 1894236160 net.cpp:425] inception_4a/relu_1x1 <- inception_4a/1x1
I0523 18:18:46.763123 1894236160 net.cpp:386] inception_4a/relu_1x1 -> inception_4a/1x1 (in-place)
I0523 18:18:46.763139 1894236160 net.cpp:141] Setting up inception_4a/relu_1x1
I0523 18:18:46.763154 1894236160 net.cpp:148] Top shape: 1 192 14 14 (37632)
I0523 18:18:46.763169 1894236160 net.cpp:156] Memory required for data: 35900928
I0523 18:18:46.763182 1894236160 layer_factory.hpp:77] Creating layer inception_4a/3x3_reduce
I0523 18:18:46.763202 1894236160 net.cpp:91] Creating Layer inception_4a/3x3_reduce
I0523 18:18:46.763216 1894236160 net.cpp:425] inception_4a/3x3_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_1
I0523 18:18:46.763239 1894236160 net.cpp:399] inception_4a/3x3_reduce -> inception_4a/3x3_reduce
I0523 18:18:46.764119 1894236160 net.cpp:141] Setting up inception_4a/3x3_reduce
I0523 18:18:46.764137 1894236160 net.cpp:148] Top shape: 1 96 14 14 (18816)
I0523 18:18:46.764153 1894236160 net.cpp:156] Memory required for data: 35976192
I0523 18:18:46.764188 1894236160 layer_factory.hpp:77] Creating layer inception_4a/relu_3x3_reduce
I0523 18:18:46.764204 1894236160 net.cpp:91] Creating Layer inception_4a/relu_3x3_reduce
I0523 18:18:46.764219 1894236160 net.cpp:425] inception_4a/relu_3x3_reduce <- inception_4a/3x3_reduce
I0523 18:18:46.764235 1894236160 net.cpp:386] inception_4a/relu_3x3_reduce -> inception_4a/3x3_reduce (in-place)
I0523 18:18:46.764253 1894236160 net.cpp:141] Setting up inception_4a/relu_3x3_reduce
I0523 18:18:46.764266 1894236160 net.cpp:148] Top shape: 1 96 14 14 (18816)
I0523 18:18:46.764282 1894236160 net.cpp:156] Memory required for data: 36051456
I0523 18:18:46.764297 1894236160 layer_factory.hpp:77] Creating layer inception_4a/3x3
I0523 18:18:46.764317 1894236160 net.cpp:91] Creating Layer inception_4a/3x3
I0523 18:18:46.764330 1894236160 net.cpp:425] inception_4a/3x3 <- inception_4a/3x3_reduce
I0523 18:18:46.764348 1894236160 net.cpp:399] inception_4a/3x3 -> inception_4a/3x3
I0523 18:18:46.767678 1894236160 net.cpp:141] Setting up inception_4a/3x3
I0523 18:18:46.767698 1894236160 net.cpp:148] Top shape: 1 208 14 14 (40768)
I0523 18:18:46.767714 1894236160 net.cpp:156] Memory required for data: 36214528
I0523 18:18:46.767731 1894236160 layer_factory.hpp:77] Creating layer inception_4a/relu_3x3
I0523 18:18:46.767765 1894236160 net.cpp:91] Creating Layer inception_4a/relu_3x3
I0523 18:18:46.767781 1894236160 net.cpp:425] inception_4a/relu_3x3 <- inception_4a/3x3
I0523 18:18:46.767802 1894236160 net.cpp:386] inception_4a/relu_3x3 -> inception_4a/3x3 (in-place)
I0523 18:18:46.767819 1894236160 net.cpp:141] Setting up inception_4a/relu_3x3
I0523 18:18:46.767833 1894236160 net.cpp:148] Top shape: 1 208 14 14 (40768)
I0523 18:18:46.767848 1894236160 net.cpp:156] Memory required for data: 36377600
I0523 18:18:46.767863 1894236160 layer_factory.hpp:77] Creating layer inception_4a/5x5_reduce
I0523 18:18:46.767882 1894236160 net.cpp:91] Creating Layer inception_4a/5x5_reduce
I0523 18:18:46.767897 1894236160 net.cpp:425] inception_4a/5x5_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_2
I0523 18:18:46.767915 1894236160 net.cpp:399] inception_4a/5x5_reduce -> inception_4a/5x5_reduce
I0523 18:18:46.768088 1894236160 net.cpp:141] Setting up inception_4a/5x5_reduce
I0523 18:18:46.768103 1894236160 net.cpp:148] Top shape: 1 16 14 14 (3136)
I0523 18:18:46.768120 1894236160 net.cpp:156] Memory required for data: 36390144
I0523 18:18:46.768136 1894236160 layer_factory.hpp:77] Creating layer inception_4a/relu_5x5_reduce
I0523 18:18:46.768152 1894236160 net.cpp:91] Creating Layer inception_4a/relu_5x5_reduce
I0523 18:18:46.768167 1894236160 net.cpp:425] inception_4a/relu_5x5_reduce <- inception_4a/5x5_reduce
I0523 18:18:46.768182 1894236160 net.cpp:386] inception_4a/relu_5x5_reduce -> inception_4a/5x5_reduce (in-place)
I0523 18:18:46.768200 1894236160 net.cpp:141] Setting up inception_4a/relu_5x5_reduce
I0523 18:18:46.768214 1894236160 net.cpp:148] Top shape: 1 16 14 14 (3136)
I0523 18:18:46.768229 1894236160 net.cpp:156] Memory required for data: 36402688
I0523 18:18:46.768244 1894236160 layer_factory.hpp:77] Creating layer inception_4a/5x5
I0523 18:18:46.768263 1894236160 net.cpp:91] Creating Layer inception_4a/5x5
I0523 18:18:46.768277 1894236160 net.cpp:425] inception_4a/5x5 <- inception_4a/5x5_reduce
I0523 18:18:46.768301 1894236160 net.cpp:399] inception_4a/5x5 -> inception_4a/5x5
I0523 18:18:46.768702 1894236160 net.cpp:141] Setting up inception_4a/5x5
I0523 18:18:46.768718 1894236160 net.cpp:148] Top shape: 1 48 14 14 (9408)
I0523 18:18:46.768734 1894236160 net.cpp:156] Memory required for data: 36440320
I0523 18:18:46.768751 1894236160 layer_factory.hpp:77] Creating layer inception_4a/relu_5x5
I0523 18:18:46.768772 1894236160 net.cpp:91] Creating Layer inception_4a/relu_5x5
I0523 18:18:46.768786 1894236160 net.cpp:425] inception_4a/relu_5x5 <- inception_4a/5x5
I0523 18:18:46.768801 1894236160 net.cpp:386] inception_4a/relu_5x5 -> inception_4a/5x5 (in-place)
I0523 18:18:46.768820 1894236160 net.cpp:141] Setting up inception_4a/relu_5x5
I0523 18:18:46.768832 1894236160 net.cpp:148] Top shape: 1 48 14 14 (9408)
I0523 18:18:46.768848 1894236160 net.cpp:156] Memory required for data: 36477952
I0523 18:18:46.768862 1894236160 layer_factory.hpp:77] Creating layer inception_4a/pool
I0523 18:18:46.768878 1894236160 net.cpp:91] Creating Layer inception_4a/pool
I0523 18:18:46.768893 1894236160 net.cpp:425] inception_4a/pool <- pool3/3x3_s2_pool3/3x3_s2_0_split_3
I0523 18:18:46.768908 1894236160 net.cpp:399] inception_4a/pool -> inception_4a/pool
I0523 18:18:46.768932 1894236160 net.cpp:141] Setting up inception_4a/pool
I0523 18:18:46.768946 1894236160 net.cpp:148] Top shape: 1 480 14 14 (94080)
I0523 18:18:46.768961 1894236160 net.cpp:156] Memory required for data: 36854272
I0523 18:18:46.768975 1894236160 layer_factory.hpp:77] Creating layer inception_4a/pool_proj
I0523 18:18:46.769001 1894236160 net.cpp:91] Creating Layer inception_4a/pool_proj
I0523 18:18:46.769014 1894236160 net.cpp:425] inception_4a/pool_proj <- inception_4a/pool
I0523 18:18:46.769037 1894236160 net.cpp:399] inception_4a/pool_proj -> inception_4a/pool_proj
I0523 18:18:46.769623 1894236160 net.cpp:141] Setting up inception_4a/pool_proj
I0523 18:18:46.769639 1894236160 net.cpp:148] Top shape: 1 64 14 14 (12544)
I0523 18:18:46.769654 1894236160 net.cpp:156] Memory required for data: 36904448
I0523 18:18:46.769680 1894236160 layer_factory.hpp:77] Creating layer inception_4a/relu_pool_proj
I0523 18:18:46.769702 1894236160 net.cpp:91] Creating Layer inception_4a/relu_pool_proj
I0523 18:18:46.769716 1894236160 net.cpp:425] inception_4a/relu_pool_proj <- inception_4a/pool_proj
I0523 18:18:46.769744 1894236160 net.cpp:386] inception_4a/relu_pool_proj -> inception_4a/pool_proj (in-place)
I0523 18:18:46.769763 1894236160 net.cpp:141] Setting up inception_4a/relu_pool_proj
I0523 18:18:46.769778 1894236160 net.cpp:148] Top shape: 1 64 14 14 (12544)
I0523 18:18:46.769793 1894236160 net.cpp:156] Memory required for data: 36954624
I0523 18:18:46.769809 1894236160 layer_factory.hpp:77] Creating layer inception_4a/output
I0523 18:18:46.769825 1894236160 net.cpp:91] Creating Layer inception_4a/output
I0523 18:18:46.769840 1894236160 net.cpp:425] inception_4a/output <- inception_4a/1x1
I0523 18:18:46.769855 1894236160 net.cpp:425] inception_4a/output <- inception_4a/3x3
I0523 18:18:46.769870 1894236160 net.cpp:425] inception_4a/output <- inception_4a/5x5
I0523 18:18:46.769884 1894236160 net.cpp:425] inception_4a/output <- inception_4a/pool_proj
I0523 18:18:46.769901 1894236160 net.cpp:399] inception_4a/output -> inception_4a/output
I0523 18:18:46.769923 1894236160 net.cpp:141] Setting up inception_4a/output
I0523 18:18:46.769937 1894236160 net.cpp:148] Top shape: 1 512 14 14 (100352)
I0523 18:18:46.769953 1894236160 net.cpp:156] Memory required for data: 37356032
I0523 18:18:46.769968 1894236160 layer_factory.hpp:77] Creating layer inception_4a/output_inception_4a/output_0_split
I0523 18:18:46.769985 1894236160 net.cpp:91] Creating Layer inception_4a/output_inception_4a/output_0_split
I0523 18:18:46.769999 1894236160 net.cpp:425] inception_4a/output_inception_4a/output_0_split <- inception_4a/output
I0523 18:18:46.770023 1894236160 net.cpp:399] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_0
I0523 18:18:46.770046 1894236160 net.cpp:399] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_1
I0523 18:18:46.770069 1894236160 net.cpp:399] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_2
I0523 18:18:46.770093 1894236160 net.cpp:399] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_3
I0523 18:18:46.770117 1894236160 net.cpp:399] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_4
I0523 18:18:46.770141 1894236160 net.cpp:141] Setting up inception_4a/output_inception_4a/output_0_split
I0523 18:18:46.770155 1894236160 net.cpp:148] Top shape: 1 512 14 14 (100352)
I0523 18:18:46.770171 1894236160 net.cpp:148] Top shape: 1 512 14 14 (100352)
I0523 18:18:46.770187 1894236160 net.cpp:148] Top shape: 1 512 14 14 (100352)
I0523 18:18:46.770205 1894236160 net.cpp:148] Top shape: 1 512 14 14 (100352)
I0523 18:18:46.770220 1894236160 net.cpp:148] Top shape: 1 512 14 14 (100352)
I0523 18:18:46.770236 1894236160 net.cpp:156] Memory required for data: 39363072
I0523 18:18:46.770251 1894236160 layer_factory.hpp:77] Creating layer loss1/ave_pool
I0523 18:18:46.770272 1894236160 net.cpp:91] Creating Layer loss1/ave_pool
I0523 18:18:46.770287 1894236160 net.cpp:425] loss1/ave_pool <- inception_4a/output_inception_4a/output_0_split_0
I0523 18:18:46.770303 1894236160 net.cpp:399] loss1/ave_pool -> loss1/ave_pool
I0523 18:18:46.770323 1894236160 net.cpp:141] Setting up loss1/ave_pool
I0523 18:18:46.770336 1894236160 net.cpp:148] Top shape: 1 512 4 4 (8192)
I0523 18:18:46.770352 1894236160 net.cpp:156] Memory required for data: 39395840
I0523 18:18:46.770366 1894236160 layer_factory.hpp:77] Creating layer loss1/conv
I0523 18:18:46.770386 1894236160 net.cpp:91] Creating Layer loss1/conv
I0523 18:18:46.770401 1894236160 net.cpp:425] loss1/conv <- loss1/ave_pool
I0523 18:18:46.770417 1894236160 net.cpp:399] loss1/conv -> loss1/conv
I0523 18:18:46.771639 1894236160 net.cpp:141] Setting up loss1/conv
I0523 18:18:46.771668 1894236160 net.cpp:148] Top shape: 1 128 4 4 (2048)
I0523 18:18:46.771685 1894236160 net.cpp:156] Memory required for data: 39404032
I0523 18:18:46.771703 1894236160 layer_factory.hpp:77] Creating layer loss1/relu_conv
I0523 18:18:46.771719 1894236160 net.cpp:91] Creating Layer loss1/relu_conv
I0523 18:18:46.771733 1894236160 net.cpp:425] loss1/relu_conv <- loss1/conv
I0523 18:18:46.771749 1894236160 net.cpp:386] loss1/relu_conv -> loss1/conv (in-place)
I0523 18:18:46.771765 1894236160 net.cpp:141] Setting up loss1/relu_conv
I0523 18:18:46.771780 1894236160 net.cpp:148] Top shape: 1 128 4 4 (2048)
I0523 18:18:46.771795 1894236160 net.cpp:156] Memory required for data: 39412224
I0523 18:18:46.771808 1894236160 layer_factory.hpp:77] Creating layer loss1/fc
I0523 18:18:46.771831 1894236160 net.cpp:91] Creating Layer loss1/fc
I0523 18:18:46.771845 1894236160 net.cpp:425] loss1/fc <- loss1/conv
I0523 18:18:46.771862 1894236160 net.cpp:399] loss1/fc -> loss1/fc
I0523 18:18:46.812881 1894236160 net.cpp:141] Setting up loss1/fc
I0523 18:18:46.812952 1894236160 net.cpp:148] Top shape: 1 1024 (1024)
I0523 18:18:46.812970 1894236160 net.cpp:156] Memory required for data: 39416320
I0523 18:18:46.812994 1894236160 layer_factory.hpp:77] Creating layer loss1/relu_fc
I0523 18:18:46.813016 1894236160 net.cpp:91] Creating Layer loss1/relu_fc
I0523 18:18:46.813032 1894236160 net.cpp:425] loss1/relu_fc <- loss1/fc
I0523 18:18:46.813051 1894236160 net.cpp:386] loss1/relu_fc -> loss1/fc (in-place)
I0523 18:18:46.813072 1894236160 net.cpp:141] Setting up loss1/relu_fc
I0523 18:18:46.813086 1894236160 net.cpp:148] Top shape: 1 1024 (1024)
I0523 18:18:46.813102 1894236160 net.cpp:156] Memory required for data: 39420416
I0523 18:18:46.813115 1894236160 layer_factory.hpp:77] Creating layer loss1/drop_fc
I0523 18:18:46.813133 1894236160 net.cpp:91] Creating Layer loss1/drop_fc
I0523 18:18:46.813146 1894236160 net.cpp:425] loss1/drop_fc <- loss1/fc
I0523 18:18:46.813163 1894236160 net.cpp:386] loss1/drop_fc -> loss1/fc (in-place)
I0523 18:18:46.813195 1894236160 net.cpp:141] Setting up loss1/drop_fc
I0523 18:18:46.813210 1894236160 net.cpp:148] Top shape: 1 1024 (1024)
I0523 18:18:46.813225 1894236160 net.cpp:156] Memory required for data: 39424512
I0523 18:18:46.813238 1894236160 layer_factory.hpp:77] Creating layer loss1/classifier
I0523 18:18:46.813287 1894236160 net.cpp:91] Creating Layer loss1/classifier
I0523 18:18:46.813302 1894236160 net.cpp:425] loss1/classifier <- loss1/fc
I0523 18:18:46.813319 1894236160 net.cpp:399] loss1/classifier -> loss1/classifier
I0523 18:18:46.813390 1894236160 net.cpp:141] Setting up loss1/classifier
I0523 18:18:46.813405 1894236160 net.cpp:148] Top shape: 1 2 (2)
I0523 18:18:46.813421 1894236160 net.cpp:156] Memory required for data: 39424520
I0523 18:18:46.813438 1894236160 layer_factory.hpp:77] Creating layer inception_4b/1x1
I0523 18:18:46.813459 1894236160 net.cpp:91] Creating Layer inception_4b/1x1
I0523 18:18:46.813474 1894236160 net.cpp:425] inception_4b/1x1 <- inception_4a/output_inception_4a/output_0_split_1
I0523 18:18:46.813498 1894236160 net.cpp:399] inception_4b/1x1 -> inception_4b/1x1
I0523 18:18:46.815028 1894236160 net.cpp:141] Setting up inception_4b/1x1
I0523 18:18:46.815045 1894236160 net.cpp:148] Top shape: 1 160 14 14 (31360)
I0523 18:18:46.815062 1894236160 net.cpp:156] Memory required for data: 39549960
I0523 18:18:46.815078 1894236160 layer_factory.hpp:77] Creating layer inception_4b/relu_1x1
I0523 18:18:46.815099 1894236160 net.cpp:91] Creating Layer inception_4b/relu_1x1
I0523 18:18:46.815114 1894236160 net.cpp:425] inception_4b/relu_1x1 <- inception_4b/1x1
I0523 18:18:46.815129 1894236160 net.cpp:386] inception_4b/relu_1x1 -> inception_4b/1x1 (in-place)
I0523 18:18:46.815147 1894236160 net.cpp:141] Setting up inception_4b/relu_1x1
I0523 18:18:46.815160 1894236160 net.cpp:148] Top shape: 1 160 14 14 (31360)
I0523 18:18:46.815176 1894236160 net.cpp:156] Memory required for data: 39675400
I0523 18:18:46.815191 1894236160 layer_factory.hpp:77] Creating layer inception_4b/3x3_reduce
I0523 18:18:46.815244 1894236160 net.cpp:91] Creating Layer inception_4b/3x3_reduce
I0523 18:18:46.815258 1894236160 net.cpp:425] inception_4b/3x3_reduce <- inception_4a/output_inception_4a/output_0_split_2
I0523 18:18:46.815277 1894236160 net.cpp:399] inception_4b/3x3_reduce -> inception_4b/3x3_reduce
I0523 18:18:46.816360 1894236160 net.cpp:141] Setting up inception_4b/3x3_reduce
I0523 18:18:46.816376 1894236160 net.cpp:148] Top shape: 1 112 14 14 (21952)
I0523 18:18:46.816392 1894236160 net.cpp:156] Memory required for data: 39763208
I0523 18:18:46.816411 1894236160 layer_factory.hpp:77] Creating layer inception_4b/relu_3x3_reduce
I0523 18:18:46.816426 1894236160 net.cpp:91] Creating Layer inception_4b/relu_3x3_reduce
I0523 18:18:46.816440 1894236160 net.cpp:425] inception_4b/relu_3x3_reduce <- inception_4b/3x3_reduce
I0523 18:18:46.816462 1894236160 net.cpp:386] inception_4b/relu_3x3_reduce -> inception_4b/3x3_reduce (in-place)
I0523 18:18:46.816480 1894236160 net.cpp:141] Setting up inception_4b/relu_3x3_reduce
I0523 18:18:46.816493 1894236160 net.cpp:148] Top shape: 1 112 14 14 (21952)
I0523 18:18:46.816509 1894236160 net.cpp:156] Memory required for data: 39851016
I0523 18:18:46.816524 1894236160 layer_factory.hpp:77] Creating layer inception_4b/3x3
I0523 18:18:46.816548 1894236160 net.cpp:91] Creating Layer inception_4b/3x3
I0523 18:18:46.816562 1894236160 net.cpp:425] inception_4b/3x3 <- inception_4b/3x3_reduce
I0523 18:18:46.816581 1894236160 net.cpp:399] inception_4b/3x3 -> inception_4b/3x3
I0523 18:18:46.820746 1894236160 net.cpp:141] Setting up inception_4b/3x3
I0523 18:18:46.820782 1894236160 net.cpp:148] Top shape: 1 224 14 14 (43904)
I0523 18:18:46.820799 1894236160 net.cpp:156] Memory required for data: 40026632
I0523 18:18:46.820818 1894236160 layer_factory.hpp:77] Creating layer inception_4b/relu_3x3
I0523 18:18:46.820837 1894236160 net.cpp:91] Creating Layer inception_4b/relu_3x3
I0523 18:18:46.820852 1894236160 net.cpp:425] inception_4b/relu_3x3 <- inception_4b/3x3
I0523 18:18:46.820868 1894236160 net.cpp:386] inception_4b/relu_3x3 -> inception_4b/3x3 (in-place)
I0523 18:18:46.820888 1894236160 net.cpp:141] Setting up inception_4b/relu_3x3
I0523 18:18:46.820901 1894236160 net.cpp:148] Top shape: 1 224 14 14 (43904)
I0523 18:18:46.820916 1894236160 net.cpp:156] Memory required for data: 40202248
I0523 18:18:46.820930 1894236160 layer_factory.hpp:77] Creating layer inception_4b/5x5_reduce
I0523 18:18:46.820952 1894236160 net.cpp:91] Creating Layer inception_4b/5x5_reduce
I0523 18:18:46.820966 1894236160 net.cpp:425] inception_4b/5x5_reduce <- inception_4a/output_inception_4a/output_0_split_3
I0523 18:18:46.820991 1894236160 net.cpp:399] inception_4b/5x5_reduce -> inception_4b/5x5_reduce
I0523 18:18:46.821260 1894236160 net.cpp:141] Setting up inception_4b/5x5_reduce
I0523 18:18:46.821275 1894236160 net.cpp:148] Top shape: 1 24 14 14 (4704)
I0523 18:18:46.821291 1894236160 net.cpp:156] Memory required for data: 40221064
I0523 18:18:46.821308 1894236160 layer_factory.hpp:77] Creating layer inception_4b/relu_5x5_reduce
I0523 18:18:46.821329 1894236160 net.cpp:91] Creating Layer inception_4b/relu_5x5_reduce
I0523 18:18:46.821344 1894236160 net.cpp:425] inception_4b/relu_5x5_reduce <- inception_4b/5x5_reduce
I0523 18:18:46.821360 1894236160 net.cpp:386] inception_4b/relu_5x5_reduce -> inception_4b/5x5_reduce (in-place)
I0523 18:18:46.821379 1894236160 net.cpp:141] Setting up inception_4b/relu_5x5_reduce
I0523 18:18:46.821393 1894236160 net.cpp:148] Top shape: 1 24 14 14 (4704)
I0523 18:18:46.821408 1894236160 net.cpp:156] Memory required for data: 40239880
I0523 18:18:46.821422 1894236160 layer_factory.hpp:77] Creating layer inception_4b/5x5
I0523 18:18:46.821447 1894236160 net.cpp:91] Creating Layer inception_4b/5x5
I0523 18:18:46.821462 1894236160 net.cpp:425] inception_4b/5x5 <- inception_4b/5x5_reduce
I0523 18:18:46.821480 1894236160 net.cpp:399] inception_4b/5x5 -> inception_4b/5x5
I0523 18:18:46.822248 1894236160 net.cpp:141] Setting up inception_4b/5x5
I0523 18:18:46.822264 1894236160 net.cpp:148] Top shape: 1 64 14 14 (12544)
I0523 18:18:46.822304 1894236160 net.cpp:156] Memory required for data: 40290056
I0523 18:18:46.822322 1894236160 layer_factory.hpp:77] Creating layer inception_4b/relu_5x5
I0523 18:18:46.822338 1894236160 net.cpp:91] Creating Layer inception_4b/relu_5x5
I0523 18:18:46.822352 1894236160 net.cpp:425] inception_4b/relu_5x5 <- inception_4b/5x5
I0523 18:18:46.822367 1894236160 net.cpp:386] inception_4b/relu_5x5 -> inception_4b/5x5 (in-place)
I0523 18:18:46.822386 1894236160 net.cpp:141] Setting up inception_4b/relu_5x5
I0523 18:18:46.822399 1894236160 net.cpp:148] Top shape: 1 64 14 14 (12544)
I0523 18:18:46.822414 1894236160 net.cpp:156] Memory required for data: 40340232
I0523 18:18:46.822427 1894236160 layer_factory.hpp:77] Creating layer inception_4b/pool
I0523 18:18:46.822449 1894236160 net.cpp:91] Creating Layer inception_4b/pool
I0523 18:18:46.822463 1894236160 net.cpp:425] inception_4b/pool <- inception_4a/output_inception_4a/output_0_split_4
I0523 18:18:46.822481 1894236160 net.cpp:399] inception_4b/pool -> inception_4b/pool
I0523 18:18:46.822505 1894236160 net.cpp:141] Setting up inception_4b/pool
I0523 18:18:46.822520 1894236160 net.cpp:148] Top shape: 1 512 14 14 (100352)
I0523 18:18:46.822535 1894236160 net.cpp:156] Memory required for data: 40741640
I0523 18:18:46.822548 1894236160 layer_factory.hpp:77] Creating layer inception_4b/pool_proj
I0523 18:18:46.822568 1894236160 net.cpp:91] Creating Layer inception_4b/pool_proj
I0523 18:18:46.822582 1894236160 net.cpp:425] inception_4b/pool_proj <- inception_4b/pool
I0523 18:18:46.822599 1894236160 net.cpp:399] inception_4b/pool_proj -> inception_4b/pool_proj
I0523 18:18:46.823264 1894236160 net.cpp:141] Setting up inception_4b/pool_proj
I0523 18:18:46.823279 1894236160 net.cpp:148] Top shape: 1 64 14 14 (12544)
I0523 18:18:46.823295 1894236160 net.cpp:156] Memory required for data: 40791816
I0523 18:18:46.823312 1894236160 layer_factory.hpp:77] Creating layer inception_4b/relu_pool_proj
I0523 18:18:46.823328 1894236160 net.cpp:91] Creating Layer inception_4b/relu_pool_proj
I0523 18:18:46.823343 1894236160 net.cpp:425] inception_4b/relu_pool_proj <- inception_4b/pool_proj
I0523 18:18:46.823364 1894236160 net.cpp:386] inception_4b/relu_pool_proj -> inception_4b/pool_proj (in-place)
I0523 18:18:46.823381 1894236160 net.cpp:141] Setting up inception_4b/relu_pool_proj
I0523 18:18:46.823395 1894236160 net.cpp:148] Top shape: 1 64 14 14 (12544)
I0523 18:18:46.823410 1894236160 net.cpp:156] Memory required for data: 40841992
I0523 18:18:46.823424 1894236160 layer_factory.hpp:77] Creating layer inception_4b/output
I0523 18:18:46.823441 1894236160 net.cpp:91] Creating Layer inception_4b/output
I0523 18:18:46.823454 1894236160 net.cpp:425] inception_4b/output <- inception_4b/1x1
I0523 18:18:46.823468 1894236160 net.cpp:425] inception_4b/output <- inception_4b/3x3
I0523 18:18:46.823483 1894236160 net.cpp:425] inception_4b/output <- inception_4b/5x5
I0523 18:18:46.823498 1894236160 net.cpp:425] inception_4b/output <- inception_4b/pool_proj
I0523 18:18:46.823515 1894236160 net.cpp:399] inception_4b/output -> inception_4b/output
I0523 18:18:46.823536 1894236160 net.cpp:141] Setting up inception_4b/output
I0523 18:18:46.823550 1894236160 net.cpp:148] Top shape: 1 512 14 14 (100352)
I0523 18:18:46.823565 1894236160 net.cpp:156] Memory required for data: 41243400
I0523 18:18:46.823580 1894236160 layer_factory.hpp:77] Creating layer inception_4b/output_inception_4b/output_0_split
I0523 18:18:46.823597 1894236160 net.cpp:91] Creating Layer inception_4b/output_inception_4b/output_0_split
I0523 18:18:46.823611 1894236160 net.cpp:425] inception_4b/output_inception_4b/output_0_split <- inception_4b/output
I0523 18:18:46.823627 1894236160 net.cpp:399] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_0
I0523 18:18:46.823654 1894236160 net.cpp:399] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_1
I0523 18:18:46.823678 1894236160 net.cpp:399] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_2
I0523 18:18:46.823734 1894236160 net.cpp:399] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_3
I0523 18:18:46.823758 1894236160 net.cpp:141] Setting up inception_4b/output_inception_4b/output_0_split
I0523 18:18:46.823772 1894236160 net.cpp:148] Top shape: 1 512 14 14 (100352)
I0523 18:18:46.823788 1894236160 net.cpp:148] Top shape: 1 512 14 14 (100352)
I0523 18:18:46.823804 1894236160 net.cpp:148] Top shape: 1 512 14 14 (100352)
I0523 18:18:46.823820 1894236160 net.cpp:148] Top shape: 1 512 14 14 (100352)
I0523 18:18:46.823837 1894236160 net.cpp:156] Memory required for data: 42849032
I0523 18:18:46.823850 1894236160 layer_factory.hpp:77] Creating layer inception_4c/1x1
I0523 18:18:46.823874 1894236160 net.cpp:91] Creating Layer inception_4c/1x1
I0523 18:18:46.823889 1894236160 net.cpp:425] inception_4c/1x1 <- inception_4b/output_inception_4b/output_0_split_0
I0523 18:18:46.823910 1894236160 net.cpp:399] inception_4c/1x1 -> inception_4c/1x1
I0523 18:18:46.825124 1894236160 net.cpp:141] Setting up inception_4c/1x1
I0523 18:18:46.825139 1894236160 net.cpp:148] Top shape: 1 128 14 14 (25088)
I0523 18:18:46.825155 1894236160 net.cpp:156] Memory required for data: 42949384
I0523 18:18:46.825173 1894236160 layer_factory.hpp:77] Creating layer inception_4c/relu_1x1
I0523 18:18:46.825189 1894236160 net.cpp:91] Creating Layer inception_4c/relu_1x1
I0523 18:18:46.825204 1894236160 net.cpp:425] inception_4c/relu_1x1 <- inception_4c/1x1
I0523 18:18:46.825220 1894236160 net.cpp:386] inception_4c/relu_1x1 -> inception_4c/1x1 (in-place)
I0523 18:18:46.825238 1894236160 net.cpp:141] Setting up inception_4c/relu_1x1
I0523 18:18:46.825253 1894236160 net.cpp:148] Top shape: 1 128 14 14 (25088)
I0523 18:18:46.825268 1894236160 net.cpp:156] Memory required for data: 43049736
I0523 18:18:46.825283 1894236160 layer_factory.hpp:77] Creating layer inception_4c/3x3_reduce
I0523 18:18:46.825304 1894236160 net.cpp:91] Creating Layer inception_4c/3x3_reduce
I0523 18:18:46.825317 1894236160 net.cpp:425] inception_4c/3x3_reduce <- inception_4b/output_inception_4b/output_0_split_1
I0523 18:18:46.825336 1894236160 net.cpp:399] inception_4c/3x3_reduce -> inception_4c/3x3_reduce
I0523 18:18:46.826557 1894236160 net.cpp:141] Setting up inception_4c/3x3_reduce
I0523 18:18:46.826575 1894236160 net.cpp:148] Top shape: 1 128 14 14 (25088)
I0523 18:18:46.826591 1894236160 net.cpp:156] Memory required for data: 43150088
I0523 18:18:46.826607 1894236160 layer_factory.hpp:77] Creating layer inception_4c/relu_3x3_reduce
I0523 18:18:46.826628 1894236160 net.cpp:91] Creating Layer inception_4c/relu_3x3_reduce
I0523 18:18:46.826643 1894236160 net.cpp:425] inception_4c/relu_3x3_reduce <- inception_4c/3x3_reduce
I0523 18:18:46.826659 1894236160 net.cpp:386] inception_4c/relu_3x3_reduce -> inception_4c/3x3_reduce (in-place)
I0523 18:18:46.826678 1894236160 net.cpp:141] Setting up inception_4c/relu_3x3_reduce
I0523 18:18:46.826692 1894236160 net.cpp:148] Top shape: 1 128 14 14 (25088)
I0523 18:18:46.826707 1894236160 net.cpp:156] Memory required for data: 43250440
I0523 18:18:46.826721 1894236160 layer_factory.hpp:77] Creating layer inception_4c/3x3
I0523 18:18:46.826741 1894236160 net.cpp:91] Creating Layer inception_4c/3x3
I0523 18:18:46.826756 1894236160 net.cpp:425] inception_4c/3x3 <- inception_4c/3x3_reduce
I0523 18:18:46.826773 1894236160 net.cpp:399] inception_4c/3x3 -> inception_4c/3x3
I0523 18:18:46.832339 1894236160 net.cpp:141] Setting up inception_4c/3x3
I0523 18:18:46.832368 1894236160 net.cpp:148] Top shape: 1 256 14 14 (50176)
I0523 18:18:46.832384 1894236160 net.cpp:156] Memory required for data: 43451144
I0523 18:18:46.832427 1894236160 layer_factory.hpp:77] Creating layer inception_4c/relu_3x3
I0523 18:18:46.832447 1894236160 net.cpp:91] Creating Layer inception_4c/relu_3x3
I0523 18:18:46.832461 1894236160 net.cpp:425] inception_4c/relu_3x3 <- inception_4c/3x3
I0523 18:18:46.832481 1894236160 net.cpp:386] inception_4c/relu_3x3 -> inception_4c/3x3 (in-place)
I0523 18:18:46.832525 1894236160 net.cpp:141] Setting up inception_4c/relu_3x3
I0523 18:18:46.832540 1894236160 net.cpp:148] Top shape: 1 256 14 14 (50176)
I0523 18:18:46.832554 1894236160 net.cpp:156] Memory required for data: 43651848
I0523 18:18:46.832568 1894236160 layer_factory.hpp:77] Creating layer inception_4c/5x5_reduce
I0523 18:18:46.832594 1894236160 net.cpp:91] Creating Layer inception_4c/5x5_reduce
I0523 18:18:46.832609 1894236160 net.cpp:425] inception_4c/5x5_reduce <- inception_4b/output_inception_4b/output_0_split_2
I0523 18:18:46.832628 1894236160 net.cpp:399] inception_4c/5x5_reduce -> inception_4c/5x5_reduce
I0523 18:18:46.832893 1894236160 net.cpp:141] Setting up inception_4c/5x5_reduce
I0523 18:18:46.832908 1894236160 net.cpp:148] Top shape: 1 24 14 14 (4704)
I0523 18:18:46.832924 1894236160 net.cpp:156] Memory required for data: 43670664
I0523 18:18:46.832942 1894236160 layer_factory.hpp:77] Creating layer inception_4c/relu_5x5_reduce
I0523 18:18:46.832957 1894236160 net.cpp:91] Creating Layer inception_4c/relu_5x5_reduce
I0523 18:18:46.832972 1894236160 net.cpp:425] inception_4c/relu_5x5_reduce <- inception_4c/5x5_reduce
I0523 18:18:46.832988 1894236160 net.cpp:386] inception_4c/relu_5x5_reduce -> inception_4c/5x5_reduce (in-place)
I0523 18:18:46.833006 1894236160 net.cpp:141] Setting up inception_4c/relu_5x5_reduce
I0523 18:18:46.833019 1894236160 net.cpp:148] Top shape: 1 24 14 14 (4704)
I0523 18:18:46.833035 1894236160 net.cpp:156] Memory required for data: 43689480
I0523 18:18:46.833048 1894236160 layer_factory.hpp:77] Creating layer inception_4c/5x5
I0523 18:18:46.833070 1894236160 net.cpp:91] Creating Layer inception_4c/5x5
I0523 18:18:46.833083 1894236160 net.cpp:425] inception_4c/5x5 <- inception_4c/5x5_reduce
I0523 18:18:46.833106 1894236160 net.cpp:399] inception_4c/5x5 -> inception_4c/5x5
I0523 18:18:46.833870 1894236160 net.cpp:141] Setting up inception_4c/5x5
I0523 18:18:46.833886 1894236160 net.cpp:148] Top shape: 1 64 14 14 (12544)
I0523 18:18:46.833902 1894236160 net.cpp:156] Memory required for data: 43739656
I0523 18:18:46.833920 1894236160 layer_factory.hpp:77] Creating layer inception_4c/relu_5x5
I0523 18:18:46.833940 1894236160 net.cpp:91] Creating Layer inception_4c/relu_5x5
I0523 18:18:46.833955 1894236160 net.cpp:425] inception_4c/relu_5x5 <- inception_4c/5x5
I0523 18:18:46.833969 1894236160 net.cpp:386] inception_4c/relu_5x5 -> inception_4c/5x5 (in-place)
I0523 18:18:46.833987 1894236160 net.cpp:141] Setting up inception_4c/relu_5x5
I0523 18:18:46.834000 1894236160 net.cpp:148] Top shape: 1 64 14 14 (12544)
I0523 18:18:46.834017 1894236160 net.cpp:156] Memory required for data: 43789832
I0523 18:18:46.834030 1894236160 layer_factory.hpp:77] Creating layer inception_4c/pool
I0523 18:18:46.834048 1894236160 net.cpp:91] Creating Layer inception_4c/pool
I0523 18:18:46.834060 1894236160 net.cpp:425] inception_4c/pool <- inception_4b/output_inception_4b/output_0_split_3
I0523 18:18:46.834077 1894236160 net.cpp:399] inception_4c/pool -> inception_4c/pool
I0523 18:18:46.834101 1894236160 net.cpp:141] Setting up inception_4c/pool
I0523 18:18:46.834115 1894236160 net.cpp:148] Top shape: 1 512 14 14 (100352)
I0523 18:18:46.834131 1894236160 net.cpp:156] Memory required for data: 44191240
I0523 18:18:46.834144 1894236160 layer_factory.hpp:77] Creating layer inception_4c/pool_proj
I0523 18:18:46.834169 1894236160 net.cpp:91] Creating Layer inception_4c/pool_proj
I0523 18:18:46.834183 1894236160 net.cpp:425] inception_4c/pool_proj <- inception_4c/pool
I0523 18:18:46.834230 1894236160 net.cpp:399] inception_4c/pool_proj -> inception_4c/pool_proj
I0523 18:18:46.834857 1894236160 net.cpp:141] Setting up inception_4c/pool_proj
I0523 18:18:46.834872 1894236160 net.cpp:148] Top shape: 1 64 14 14 (12544)
I0523 18:18:46.834888 1894236160 net.cpp:156] Memory required for data: 44241416
I0523 18:18:46.834905 1894236160 layer_factory.hpp:77] Creating layer inception_4c/relu_pool_proj
I0523 18:18:46.834926 1894236160 net.cpp:91] Creating Layer inception_4c/relu_pool_proj
I0523 18:18:46.834950 1894236160 net.cpp:425] inception_4c/relu_pool_proj <- inception_4c/pool_proj
I0523 18:18:46.834967 1894236160 net.cpp:386] inception_4c/relu_pool_proj -> inception_4c/pool_proj (in-place)
I0523 18:18:46.834985 1894236160 net.cpp:141] Setting up inception_4c/relu_pool_proj
I0523 18:18:46.834998 1894236160 net.cpp:148] Top shape: 1 64 14 14 (12544)
I0523 18:18:46.835014 1894236160 net.cpp:156] Memory required for data: 44291592
I0523 18:18:46.835027 1894236160 layer_factory.hpp:77] Creating layer inception_4c/output
I0523 18:18:46.835044 1894236160 net.cpp:91] Creating Layer inception_4c/output
I0523 18:18:46.835058 1894236160 net.cpp:425] inception_4c/output <- inception_4c/1x1
I0523 18:18:46.835072 1894236160 net.cpp:425] inception_4c/output <- inception_4c/3x3
I0523 18:18:46.835088 1894236160 net.cpp:425] inception_4c/output <- inception_4c/5x5
I0523 18:18:46.835103 1894236160 net.cpp:425] inception_4c/output <- inception_4c/pool_proj
I0523 18:18:46.835119 1894236160 net.cpp:399] inception_4c/output -> inception_4c/output
I0523 18:18:46.835139 1894236160 net.cpp:141] Setting up inception_4c/output
I0523 18:18:46.835152 1894236160 net.cpp:148] Top shape: 1 512 14 14 (100352)
I0523 18:18:46.835168 1894236160 net.cpp:156] Memory required for data: 44693000
I0523 18:18:46.835181 1894236160 layer_factory.hpp:77] Creating layer inception_4c/output_inception_4c/output_0_split
I0523 18:18:46.835199 1894236160 net.cpp:91] Creating Layer inception_4c/output_inception_4c/output_0_split
I0523 18:18:46.835213 1894236160 net.cpp:425] inception_4c/output_inception_4c/output_0_split <- inception_4c/output
I0523 18:18:46.835235 1894236160 net.cpp:399] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_0
I0523 18:18:46.835258 1894236160 net.cpp:399] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_1
I0523 18:18:46.835280 1894236160 net.cpp:399] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_2
I0523 18:18:46.835302 1894236160 net.cpp:399] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_3
I0523 18:18:46.835325 1894236160 net.cpp:141] Setting up inception_4c/output_inception_4c/output_0_split
I0523 18:18:46.835340 1894236160 net.cpp:148] Top shape: 1 512 14 14 (100352)
I0523 18:18:46.835355 1894236160 net.cpp:148] Top shape: 1 512 14 14 (100352)
I0523 18:18:46.835371 1894236160 net.cpp:148] Top shape: 1 512 14 14 (100352)
I0523 18:18:46.835386 1894236160 net.cpp:148] Top shape: 1 512 14 14 (100352)
I0523 18:18:46.835402 1894236160 net.cpp:156] Memory required for data: 46298632
I0523 18:18:46.835415 1894236160 layer_factory.hpp:77] Creating layer inception_4d/1x1
I0523 18:18:46.835434 1894236160 net.cpp:91] Creating Layer inception_4d/1x1
I0523 18:18:46.835448 1894236160 net.cpp:425] inception_4d/1x1 <- inception_4c/output_inception_4c/output_0_split_0
I0523 18:18:46.835471 1894236160 net.cpp:399] inception_4d/1x1 -> inception_4d/1x1
I0523 18:18:46.836552 1894236160 net.cpp:141] Setting up inception_4d/1x1
I0523 18:18:46.836572 1894236160 net.cpp:148] Top shape: 1 112 14 14 (21952)
I0523 18:18:46.836588 1894236160 net.cpp:156] Memory required for data: 46386440
I0523 18:18:46.836606 1894236160 layer_factory.hpp:77] Creating layer inception_4d/relu_1x1
I0523 18:18:46.836623 1894236160 net.cpp:91] Creating Layer inception_4d/relu_1x1
I0523 18:18:46.836637 1894236160 net.cpp:425] inception_4d/relu_1x1 <- inception_4d/1x1
I0523 18:18:46.836652 1894236160 net.cpp:386] inception_4d/relu_1x1 -> inception_4d/1x1 (in-place)
I0523 18:18:46.836670 1894236160 net.cpp:141] Setting up inception_4d/relu_1x1
I0523 18:18:46.836684 1894236160 net.cpp:148] Top shape: 1 112 14 14 (21952)
I0523 18:18:46.836699 1894236160 net.cpp:156] Memory required for data: 46474248
I0523 18:18:46.836714 1894236160 layer_factory.hpp:77] Creating layer inception_4d/3x3_reduce
I0523 18:18:46.836733 1894236160 net.cpp:91] Creating Layer inception_4d/3x3_reduce
I0523 18:18:46.836760 1894236160 net.cpp:425] inception_4d/3x3_reduce <- inception_4c/output_inception_4c/output_0_split_1
I0523 18:18:46.836778 1894236160 net.cpp:399] inception_4d/3x3_reduce -> inception_4d/3x3_reduce
I0523 18:18:46.838160 1894236160 net.cpp:141] Setting up inception_4d/3x3_reduce
I0523 18:18:46.838177 1894236160 net.cpp:148] Top shape: 1 144 14 14 (28224)
I0523 18:18:46.838193 1894236160 net.cpp:156] Memory required for data: 46587144
I0523 18:18:46.838210 1894236160 layer_factory.hpp:77] Creating layer inception_4d/relu_3x3_reduce
I0523 18:18:46.838227 1894236160 net.cpp:91] Creating Layer inception_4d/relu_3x3_reduce
I0523 18:18:46.838240 1894236160 net.cpp:425] inception_4d/relu_3x3_reduce <- inception_4d/3x3_reduce
I0523 18:18:46.838263 1894236160 net.cpp:386] inception_4d/relu_3x3_reduce -> inception_4d/3x3_reduce (in-place)
I0523 18:18:46.838281 1894236160 net.cpp:141] Setting up inception_4d/relu_3x3_reduce
I0523 18:18:46.838294 1894236160 net.cpp:148] Top shape: 1 144 14 14 (28224)
I0523 18:18:46.838310 1894236160 net.cpp:156] Memory required for data: 46700040
I0523 18:18:46.838325 1894236160 layer_factory.hpp:77] Creating layer inception_4d/3x3
I0523 18:18:46.838349 1894236160 net.cpp:91] Creating Layer inception_4d/3x3
I0523 18:18:46.838364 1894236160 net.cpp:425] inception_4d/3x3 <- inception_4d/3x3_reduce
I0523 18:18:46.838382 1894236160 net.cpp:399] inception_4d/3x3 -> inception_4d/3x3
I0523 18:18:46.845094 1894236160 net.cpp:141] Setting up inception_4d/3x3
I0523 18:18:46.845125 1894236160 net.cpp:148] Top shape: 1 288 14 14 (56448)
I0523 18:18:46.845142 1894236160 net.cpp:156] Memory required for data: 46925832
I0523 18:18:46.845161 1894236160 layer_factory.hpp:77] Creating layer inception_4d/relu_3x3
I0523 18:18:46.845180 1894236160 net.cpp:91] Creating Layer inception_4d/relu_3x3
I0523 18:18:46.845196 1894236160 net.cpp:425] inception_4d/relu_3x3 <- inception_4d/3x3
I0523 18:18:46.845211 1894236160 net.cpp:386] inception_4d/relu_3x3 -> inception_4d/3x3 (in-place)
I0523 18:18:46.845232 1894236160 net.cpp:141] Setting up inception_4d/relu_3x3
I0523 18:18:46.845244 1894236160 net.cpp:148] Top shape: 1 288 14 14 (56448)
I0523 18:18:46.845260 1894236160 net.cpp:156] Memory required for data: 47151624
I0523 18:18:46.845273 1894236160 layer_factory.hpp:77] Creating layer inception_4d/5x5_reduce
I0523 18:18:46.845300 1894236160 net.cpp:91] Creating Layer inception_4d/5x5_reduce
I0523 18:18:46.845314 1894236160 net.cpp:425] inception_4d/5x5_reduce <- inception_4c/output_inception_4c/output_0_split_2
I0523 18:18:46.845337 1894236160 net.cpp:399] inception_4d/5x5_reduce -> inception_4d/5x5_reduce
I0523 18:18:46.845671 1894236160 net.cpp:141] Setting up inception_4d/5x5_reduce
I0523 18:18:46.845686 1894236160 net.cpp:148] Top shape: 1 32 14 14 (6272)
I0523 18:18:46.845702 1894236160 net.cpp:156] Memory required for data: 47176712
I0523 18:18:46.845720 1894236160 layer_factory.hpp:77] Creating layer inception_4d/relu_5x5_reduce
I0523 18:18:46.845739 1894236160 net.cpp:91] Creating Layer inception_4d/relu_5x5_reduce
I0523 18:18:46.845754 1894236160 net.cpp:425] inception_4d/relu_5x5_reduce <- inception_4d/5x5_reduce
I0523 18:18:46.845770 1894236160 net.cpp:386] inception_4d/relu_5x5_reduce -> inception_4d/5x5_reduce (in-place)
I0523 18:18:46.845789 1894236160 net.cpp:141] Setting up inception_4d/relu_5x5_reduce
I0523 18:18:46.845803 1894236160 net.cpp:148] Top shape: 1 32 14 14 (6272)
I0523 18:18:46.845818 1894236160 net.cpp:156] Memory required for data: 47201800
I0523 18:18:46.845831 1894236160 layer_factory.hpp:77] Creating layer inception_4d/5x5
I0523 18:18:46.845851 1894236160 net.cpp:91] Creating Layer inception_4d/5x5
I0523 18:18:46.845865 1894236160 net.cpp:425] inception_4d/5x5 <- inception_4d/5x5_reduce
I0523 18:18:46.845883 1894236160 net.cpp:399] inception_4d/5x5 -> inception_4d/5x5
I0523 18:18:46.846843 1894236160 net.cpp:141] Setting up inception_4d/5x5
I0523 18:18:46.846858 1894236160 net.cpp:148] Top shape: 1 64 14 14 (12544)
I0523 18:18:46.846873 1894236160 net.cpp:156] Memory required for data: 47251976
I0523 18:18:46.846915 1894236160 layer_factory.hpp:77] Creating layer inception_4d/relu_5x5
I0523 18:18:46.846932 1894236160 net.cpp:91] Creating Layer inception_4d/relu_5x5
I0523 18:18:46.846946 1894236160 net.cpp:425] inception_4d/relu_5x5 <- inception_4d/5x5
I0523 18:18:46.846961 1894236160 net.cpp:386] inception_4d/relu_5x5 -> inception_4d/5x5 (in-place)
I0523 18:18:46.846979 1894236160 net.cpp:141] Setting up inception_4d/relu_5x5
I0523 18:18:46.846992 1894236160 net.cpp:148] Top shape: 1 64 14 14 (12544)
I0523 18:18:46.847008 1894236160 net.cpp:156] Memory required for data: 47302152
I0523 18:18:46.847023 1894236160 layer_factory.hpp:77] Creating layer inception_4d/pool
I0523 18:18:46.847044 1894236160 net.cpp:91] Creating Layer inception_4d/pool
I0523 18:18:46.847059 1894236160 net.cpp:425] inception_4d/pool <- inception_4c/output_inception_4c/output_0_split_3
I0523 18:18:46.847075 1894236160 net.cpp:399] inception_4d/pool -> inception_4d/pool
I0523 18:18:46.847100 1894236160 net.cpp:141] Setting up inception_4d/pool
I0523 18:18:46.847113 1894236160 net.cpp:148] Top shape: 1 512 14 14 (100352)
I0523 18:18:46.847128 1894236160 net.cpp:156] Memory required for data: 47703560
I0523 18:18:46.847142 1894236160 layer_factory.hpp:77] Creating layer inception_4d/pool_proj
I0523 18:18:46.847162 1894236160 net.cpp:91] Creating Layer inception_4d/pool_proj
I0523 18:18:46.847177 1894236160 net.cpp:425] inception_4d/pool_proj <- inception_4d/pool
I0523 18:18:46.847193 1894236160 net.cpp:399] inception_4d/pool_proj -> inception_4d/pool_proj
I0523 18:18:46.847826 1894236160 net.cpp:141] Setting up inception_4d/pool_proj
I0523 18:18:46.847841 1894236160 net.cpp:148] Top shape: 1 64 14 14 (12544)
I0523 18:18:46.847857 1894236160 net.cpp:156] Memory required for data: 47753736
I0523 18:18:46.847875 1894236160 layer_factory.hpp:77] Creating layer inception_4d/relu_pool_proj
I0523 18:18:46.847890 1894236160 net.cpp:91] Creating Layer inception_4d/relu_pool_proj
I0523 18:18:46.847905 1894236160 net.cpp:425] inception_4d/relu_pool_proj <- inception_4d/pool_proj
I0523 18:18:46.847920 1894236160 net.cpp:386] inception_4d/relu_pool_proj -> inception_4d/pool_proj (in-place)
I0523 18:18:46.847939 1894236160 net.cpp:141] Setting up inception_4d/relu_pool_proj
I0523 18:18:46.847952 1894236160 net.cpp:148] Top shape: 1 64 14 14 (12544)
I0523 18:18:46.847968 1894236160 net.cpp:156] Memory required for data: 47803912
I0523 18:18:46.847981 1894236160 layer_factory.hpp:77] Creating layer inception_4d/output
I0523 18:18:46.848003 1894236160 net.cpp:91] Creating Layer inception_4d/output
I0523 18:18:46.848017 1894236160 net.cpp:425] inception_4d/output <- inception_4d/1x1
I0523 18:18:46.848032 1894236160 net.cpp:425] inception_4d/output <- inception_4d/3x3
I0523 18:18:46.848047 1894236160 net.cpp:425] inception_4d/output <- inception_4d/5x5
I0523 18:18:46.848062 1894236160 net.cpp:425] inception_4d/output <- inception_4d/pool_proj
I0523 18:18:46.848078 1894236160 net.cpp:399] inception_4d/output -> inception_4d/output
I0523 18:18:46.848099 1894236160 net.cpp:141] Setting up inception_4d/output
I0523 18:18:46.848114 1894236160 net.cpp:148] Top shape: 1 528 14 14 (103488)
I0523 18:18:46.848129 1894236160 net.cpp:156] Memory required for data: 48217864
I0523 18:18:46.848142 1894236160 layer_factory.hpp:77] Creating layer inception_4d/output_inception_4d/output_0_split
I0523 18:18:46.848160 1894236160 net.cpp:91] Creating Layer inception_4d/output_inception_4d/output_0_split
I0523 18:18:46.848175 1894236160 net.cpp:425] inception_4d/output_inception_4d/output_0_split <- inception_4d/output
I0523 18:18:46.848191 1894236160 net.cpp:399] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_0
I0523 18:18:46.848214 1894236160 net.cpp:399] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_1
I0523 18:18:46.848242 1894236160 net.cpp:399] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_2
I0523 18:18:46.848275 1894236160 net.cpp:399] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_3
I0523 18:18:46.848299 1894236160 net.cpp:399] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_4
I0523 18:18:46.848325 1894236160 net.cpp:141] Setting up inception_4d/output_inception_4d/output_0_split
I0523 18:18:46.848337 1894236160 net.cpp:148] Top shape: 1 528 14 14 (103488)
I0523 18:18:46.848353 1894236160 net.cpp:148] Top shape: 1 528 14 14 (103488)
I0523 18:18:46.848369 1894236160 net.cpp:148] Top shape: 1 528 14 14 (103488)
I0523 18:18:46.848386 1894236160 net.cpp:148] Top shape: 1 528 14 14 (103488)
I0523 18:18:46.848400 1894236160 net.cpp:148] Top shape: 1 528 14 14 (103488)
I0523 18:18:46.848417 1894236160 net.cpp:156] Memory required for data: 50287624
I0523 18:18:46.848429 1894236160 layer_factory.hpp:77] Creating layer loss2/ave_pool
I0523 18:18:46.848446 1894236160 net.cpp:91] Creating Layer loss2/ave_pool
I0523 18:18:46.848460 1894236160 net.cpp:425] loss2/ave_pool <- inception_4d/output_inception_4d/output_0_split_0
I0523 18:18:46.848476 1894236160 net.cpp:399] loss2/ave_pool -> loss2/ave_pool
I0523 18:18:46.848496 1894236160 net.cpp:141] Setting up loss2/ave_pool
I0523 18:18:46.848510 1894236160 net.cpp:148] Top shape: 1 528 4 4 (8448)
I0523 18:18:46.848526 1894236160 net.cpp:156] Memory required for data: 50321416
I0523 18:18:46.848541 1894236160 layer_factory.hpp:77] Creating layer loss2/conv
I0523 18:18:46.848568 1894236160 net.cpp:91] Creating Layer loss2/conv
I0523 18:18:46.848582 1894236160 net.cpp:425] loss2/conv <- loss2/ave_pool
I0523 18:18:46.848600 1894236160 net.cpp:399] loss2/conv -> loss2/conv
I0523 18:18:46.849851 1894236160 net.cpp:141] Setting up loss2/conv
I0523 18:18:46.849866 1894236160 net.cpp:148] Top shape: 1 128 4 4 (2048)
I0523 18:18:46.849884 1894236160 net.cpp:156] Memory required for data: 50329608
I0523 18:18:46.849900 1894236160 layer_factory.hpp:77] Creating layer loss2/relu_conv
I0523 18:18:46.849916 1894236160 net.cpp:91] Creating Layer loss2/relu_conv
I0523 18:18:46.849931 1894236160 net.cpp:425] loss2/relu_conv <- loss2/conv
I0523 18:18:46.849946 1894236160 net.cpp:386] loss2/relu_conv -> loss2/conv (in-place)
I0523 18:18:46.849963 1894236160 net.cpp:141] Setting up loss2/relu_conv
I0523 18:18:46.849977 1894236160 net.cpp:148] Top shape: 1 128 4 4 (2048)
I0523 18:18:46.849992 1894236160 net.cpp:156] Memory required for data: 50337800
I0523 18:18:46.850005 1894236160 layer_factory.hpp:77] Creating layer loss2/fc
I0523 18:18:46.850024 1894236160 net.cpp:91] Creating Layer loss2/fc
I0523 18:18:46.850039 1894236160 net.cpp:425] loss2/fc <- loss2/conv
I0523 18:18:46.850055 1894236160 net.cpp:399] loss2/fc -> loss2/fc
I0523 18:18:46.889705 1894236160 net.cpp:141] Setting up loss2/fc
I0523 18:18:46.889772 1894236160 net.cpp:148] Top shape: 1 1024 (1024)
I0523 18:18:46.889791 1894236160 net.cpp:156] Memory required for data: 50341896
I0523 18:18:46.889812 1894236160 layer_factory.hpp:77] Creating layer loss2/relu_fc
I0523 18:18:46.889835 1894236160 net.cpp:91] Creating Layer loss2/relu_fc
I0523 18:18:46.889852 1894236160 net.cpp:425] loss2/relu_fc <- loss2/fc
I0523 18:18:46.889869 1894236160 net.cpp:386] loss2/relu_fc -> loss2/fc (in-place)
I0523 18:18:46.889889 1894236160 net.cpp:141] Setting up loss2/relu_fc
I0523 18:18:46.889904 1894236160 net.cpp:148] Top shape: 1 1024 (1024)
I0523 18:18:46.889919 1894236160 net.cpp:156] Memory required for data: 50345992
I0523 18:18:46.889931 1894236160 layer_factory.hpp:77] Creating layer loss2/drop_fc
I0523 18:18:46.889948 1894236160 net.cpp:91] Creating Layer loss2/drop_fc
I0523 18:18:46.889962 1894236160 net.cpp:425] loss2/drop_fc <- loss2/fc
I0523 18:18:46.889978 1894236160 net.cpp:386] loss2/drop_fc -> loss2/fc (in-place)
I0523 18:18:46.889998 1894236160 net.cpp:141] Setting up loss2/drop_fc
I0523 18:18:46.890012 1894236160 net.cpp:148] Top shape: 1 1024 (1024)
I0523 18:18:46.890027 1894236160 net.cpp:156] Memory required for data: 50350088
I0523 18:18:46.890074 1894236160 layer_factory.hpp:77] Creating layer loss2/classifier
I0523 18:18:46.890100 1894236160 net.cpp:91] Creating Layer loss2/classifier
I0523 18:18:46.890113 1894236160 net.cpp:425] loss2/classifier <- loss2/fc
I0523 18:18:46.890130 1894236160 net.cpp:399] loss2/classifier -> loss2/classifier
I0523 18:18:46.890203 1894236160 net.cpp:141] Setting up loss2/classifier
I0523 18:18:46.890218 1894236160 net.cpp:148] Top shape: 1 2 (2)
I0523 18:18:46.890233 1894236160 net.cpp:156] Memory required for data: 50350096
I0523 18:18:46.890250 1894236160 layer_factory.hpp:77] Creating layer inception_4e/1x1
I0523 18:18:46.890271 1894236160 net.cpp:91] Creating Layer inception_4e/1x1
I0523 18:18:46.890286 1894236160 net.cpp:425] inception_4e/1x1 <- inception_4d/output_inception_4d/output_0_split_1
I0523 18:18:46.890305 1894236160 net.cpp:399] inception_4e/1x1 -> inception_4e/1x1
I0523 18:18:46.892871 1894236160 net.cpp:141] Setting up inception_4e/1x1
I0523 18:18:46.892889 1894236160 net.cpp:148] Top shape: 1 256 14 14 (50176)
I0523 18:18:46.892905 1894236160 net.cpp:156] Memory required for data: 50550800
I0523 18:18:46.892923 1894236160 layer_factory.hpp:77] Creating layer inception_4e/relu_1x1
I0523 18:18:46.892940 1894236160 net.cpp:91] Creating Layer inception_4e/relu_1x1
I0523 18:18:46.892953 1894236160 net.cpp:425] inception_4e/relu_1x1 <- inception_4e/1x1
I0523 18:18:46.892974 1894236160 net.cpp:386] inception_4e/relu_1x1 -> inception_4e/1x1 (in-place)
I0523 18:18:46.892992 1894236160 net.cpp:141] Setting up inception_4e/relu_1x1
I0523 18:18:46.893007 1894236160 net.cpp:148] Top shape: 1 256 14 14 (50176)
I0523 18:18:46.893021 1894236160 net.cpp:156] Memory required for data: 50751504
I0523 18:18:46.893035 1894236160 layer_factory.hpp:77] Creating layer inception_4e/3x3_reduce
I0523 18:18:46.893055 1894236160 net.cpp:91] Creating Layer inception_4e/3x3_reduce
I0523 18:18:46.893069 1894236160 net.cpp:425] inception_4e/3x3_reduce <- inception_4d/output_inception_4d/output_0_split_2
I0523 18:18:46.893088 1894236160 net.cpp:399] inception_4e/3x3_reduce -> inception_4e/3x3_reduce
I0523 18:18:46.894672 1894236160 net.cpp:141] Setting up inception_4e/3x3_reduce
I0523 18:18:46.894690 1894236160 net.cpp:148] Top shape: 1 160 14 14 (31360)
I0523 18:18:46.894742 1894236160 net.cpp:156] Memory required for data: 50876944
I0523 18:18:46.894759 1894236160 layer_factory.hpp:77] Creating layer inception_4e/relu_3x3_reduce
I0523 18:18:46.894775 1894236160 net.cpp:91] Creating Layer inception_4e/relu_3x3_reduce
I0523 18:18:46.894790 1894236160 net.cpp:425] inception_4e/relu_3x3_reduce <- inception_4e/3x3_reduce
I0523 18:18:46.894807 1894236160 net.cpp:386] inception_4e/relu_3x3_reduce -> inception_4e/3x3_reduce (in-place)
I0523 18:18:46.894826 1894236160 net.cpp:141] Setting up inception_4e/relu_3x3_reduce
I0523 18:18:46.894840 1894236160 net.cpp:148] Top shape: 1 160 14 14 (31360)
I0523 18:18:46.894855 1894236160 net.cpp:156] Memory required for data: 51002384
I0523 18:18:46.894868 1894236160 layer_factory.hpp:77] Creating layer inception_4e/3x3
I0523 18:18:46.894894 1894236160 net.cpp:91] Creating Layer inception_4e/3x3
I0523 18:18:46.894909 1894236160 net.cpp:425] inception_4e/3x3 <- inception_4e/3x3_reduce
I0523 18:18:46.894932 1894236160 net.cpp:399] inception_4e/3x3 -> inception_4e/3x3
I0523 18:18:46.903255 1894236160 net.cpp:141] Setting up inception_4e/3x3
I0523 18:18:46.903309 1894236160 net.cpp:148] Top shape: 1 320 14 14 (62720)
I0523 18:18:46.903327 1894236160 net.cpp:156] Memory required for data: 51253264
I0523 18:18:46.903348 1894236160 layer_factory.hpp:77] Creating layer inception_4e/relu_3x3
I0523 18:18:46.903384 1894236160 net.cpp:91] Creating Layer inception_4e/relu_3x3
I0523 18:18:46.903400 1894236160 net.cpp:425] inception_4e/relu_3x3 <- inception_4e/3x3
I0523 18:18:46.903417 1894236160 net.cpp:386] inception_4e/relu_3x3 -> inception_4e/3x3 (in-place)
I0523 18:18:46.903439 1894236160 net.cpp:141] Setting up inception_4e/relu_3x3
I0523 18:18:46.903451 1894236160 net.cpp:148] Top shape: 1 320 14 14 (62720)
I0523 18:18:46.903498 1894236160 net.cpp:156] Memory required for data: 51504144
I0523 18:18:46.903512 1894236160 layer_factory.hpp:77] Creating layer inception_4e/5x5_reduce
I0523 18:18:46.903542 1894236160 net.cpp:91] Creating Layer inception_4e/5x5_reduce
I0523 18:18:46.903556 1894236160 net.cpp:425] inception_4e/5x5_reduce <- inception_4d/output_inception_4d/output_0_split_3
I0523 18:18:46.903575 1894236160 net.cpp:399] inception_4e/5x5_reduce -> inception_4e/5x5_reduce
I0523 18:18:46.903928 1894236160 net.cpp:141] Setting up inception_4e/5x5_reduce
I0523 18:18:46.903942 1894236160 net.cpp:148] Top shape: 1 32 14 14 (6272)
I0523 18:18:46.903959 1894236160 net.cpp:156] Memory required for data: 51529232
I0523 18:18:46.903976 1894236160 layer_factory.hpp:77] Creating layer inception_4e/relu_5x5_reduce
I0523 18:18:46.903992 1894236160 net.cpp:91] Creating Layer inception_4e/relu_5x5_reduce
I0523 18:18:46.904006 1894236160 net.cpp:425] inception_4e/relu_5x5_reduce <- inception_4e/5x5_reduce
I0523 18:18:46.904023 1894236160 net.cpp:386] inception_4e/relu_5x5_reduce -> inception_4e/5x5_reduce (in-place)
I0523 18:18:46.904047 1894236160 net.cpp:141] Setting up inception_4e/relu_5x5_reduce
I0523 18:18:46.904060 1894236160 net.cpp:148] Top shape: 1 32 14 14 (6272)
I0523 18:18:46.904076 1894236160 net.cpp:156] Memory required for data: 51554320
I0523 18:18:46.904089 1894236160 layer_factory.hpp:77] Creating layer inception_4e/5x5
I0523 18:18:46.904110 1894236160 net.cpp:91] Creating Layer inception_4e/5x5
I0523 18:18:46.904124 1894236160 net.cpp:425] inception_4e/5x5 <- inception_4e/5x5_reduce
I0523 18:18:46.904142 1894236160 net.cpp:399] inception_4e/5x5 -> inception_4e/5x5
I0523 18:18:46.906091 1894236160 net.cpp:141] Setting up inception_4e/5x5
I0523 18:18:46.906108 1894236160 net.cpp:148] Top shape: 1 128 14 14 (25088)
I0523 18:18:46.906124 1894236160 net.cpp:156] Memory required for data: 51654672
I0523 18:18:46.906141 1894236160 layer_factory.hpp:77] Creating layer inception_4e/relu_5x5
I0523 18:18:46.906157 1894236160 net.cpp:91] Creating Layer inception_4e/relu_5x5
I0523 18:18:46.906172 1894236160 net.cpp:425] inception_4e/relu_5x5 <- inception_4e/5x5
I0523 18:18:46.906188 1894236160 net.cpp:386] inception_4e/relu_5x5 -> inception_4e/5x5 (in-place)
I0523 18:18:46.906205 1894236160 net.cpp:141] Setting up inception_4e/relu_5x5
I0523 18:18:46.906219 1894236160 net.cpp:148] Top shape: 1 128 14 14 (25088)
I0523 18:18:46.906234 1894236160 net.cpp:156] Memory required for data: 51755024
I0523 18:18:46.906247 1894236160 layer_factory.hpp:77] Creating layer inception_4e/pool
I0523 18:18:46.906265 1894236160 net.cpp:91] Creating Layer inception_4e/pool
I0523 18:18:46.906278 1894236160 net.cpp:425] inception_4e/pool <- inception_4d/output_inception_4d/output_0_split_4
I0523 18:18:46.906296 1894236160 net.cpp:399] inception_4e/pool -> inception_4e/pool
I0523 18:18:46.906324 1894236160 net.cpp:141] Setting up inception_4e/pool
I0523 18:18:46.906338 1894236160 net.cpp:148] Top shape: 1 528 14 14 (103488)
I0523 18:18:46.906354 1894236160 net.cpp:156] Memory required for data: 52168976
I0523 18:18:46.906368 1894236160 layer_factory.hpp:77] Creating layer inception_4e/pool_proj
I0523 18:18:46.906440 1894236160 net.cpp:91] Creating Layer inception_4e/pool_proj
I0523 18:18:46.906455 1894236160 net.cpp:425] inception_4e/pool_proj <- inception_4e/pool
I0523 18:18:46.906473 1894236160 net.cpp:399] inception_4e/pool_proj -> inception_4e/pool_proj
I0523 18:18:46.907775 1894236160 net.cpp:141] Setting up inception_4e/pool_proj
I0523 18:18:46.907791 1894236160 net.cpp:148] Top shape: 1 128 14 14 (25088)
I0523 18:18:46.907807 1894236160 net.cpp:156] Memory required for data: 52269328
I0523 18:18:46.907825 1894236160 layer_factory.hpp:77] Creating layer inception_4e/relu_pool_proj
I0523 18:18:46.907842 1894236160 net.cpp:91] Creating Layer inception_4e/relu_pool_proj
I0523 18:18:46.907856 1894236160 net.cpp:425] inception_4e/relu_pool_proj <- inception_4e/pool_proj
I0523 18:18:46.907872 1894236160 net.cpp:386] inception_4e/relu_pool_proj -> inception_4e/pool_proj (in-place)
I0523 18:18:46.907907 1894236160 net.cpp:141] Setting up inception_4e/relu_pool_proj
I0523 18:18:46.907922 1894236160 net.cpp:148] Top shape: 1 128 14 14 (25088)
I0523 18:18:46.907937 1894236160 net.cpp:156] Memory required for data: 52369680
I0523 18:18:46.907950 1894236160 layer_factory.hpp:77] Creating layer inception_4e/output
I0523 18:18:46.907966 1894236160 net.cpp:91] Creating Layer inception_4e/output
I0523 18:18:46.907980 1894236160 net.cpp:425] inception_4e/output <- inception_4e/1x1
I0523 18:18:46.907994 1894236160 net.cpp:425] inception_4e/output <- inception_4e/3x3
I0523 18:18:46.908010 1894236160 net.cpp:425] inception_4e/output <- inception_4e/5x5
I0523 18:18:46.908025 1894236160 net.cpp:425] inception_4e/output <- inception_4e/pool_proj
I0523 18:18:46.908041 1894236160 net.cpp:399] inception_4e/output -> inception_4e/output
I0523 18:18:46.908067 1894236160 net.cpp:141] Setting up inception_4e/output
I0523 18:18:46.908082 1894236160 net.cpp:148] Top shape: 1 832 14 14 (163072)
I0523 18:18:46.908097 1894236160 net.cpp:156] Memory required for data: 53021968
I0523 18:18:46.908110 1894236160 layer_factory.hpp:77] Creating layer pool4/3x3_s2
I0523 18:18:46.908126 1894236160 net.cpp:91] Creating Layer pool4/3x3_s2
I0523 18:18:46.908140 1894236160 net.cpp:425] pool4/3x3_s2 <- inception_4e/output
I0523 18:18:46.908156 1894236160 net.cpp:399] pool4/3x3_s2 -> pool4/3x3_s2
I0523 18:18:46.908177 1894236160 net.cpp:141] Setting up pool4/3x3_s2
I0523 18:18:46.908191 1894236160 net.cpp:148] Top shape: 1 832 7 7 (40768)
I0523 18:18:46.908207 1894236160 net.cpp:156] Memory required for data: 53185040
I0523 18:18:46.908221 1894236160 layer_factory.hpp:77] Creating layer pool4/3x3_s2_pool4/3x3_s2_0_split
I0523 18:18:46.908238 1894236160 net.cpp:91] Creating Layer pool4/3x3_s2_pool4/3x3_s2_0_split
I0523 18:18:46.908252 1894236160 net.cpp:425] pool4/3x3_s2_pool4/3x3_s2_0_split <- pool4/3x3_s2
I0523 18:18:46.908273 1894236160 net.cpp:399] pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_0
I0523 18:18:46.908295 1894236160 net.cpp:399] pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_1
I0523 18:18:46.908318 1894236160 net.cpp:399] pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_2
I0523 18:18:46.908339 1894236160 net.cpp:399] pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_3
I0523 18:18:46.908362 1894236160 net.cpp:141] Setting up pool4/3x3_s2_pool4/3x3_s2_0_split
I0523 18:18:46.908375 1894236160 net.cpp:148] Top shape: 1 832 7 7 (40768)
I0523 18:18:46.908391 1894236160 net.cpp:148] Top shape: 1 832 7 7 (40768)
I0523 18:18:46.908407 1894236160 net.cpp:148] Top shape: 1 832 7 7 (40768)
I0523 18:18:46.908422 1894236160 net.cpp:148] Top shape: 1 832 7 7 (40768)
I0523 18:18:46.908438 1894236160 net.cpp:156] Memory required for data: 53837328
I0523 18:18:46.908452 1894236160 layer_factory.hpp:77] Creating layer inception_5a/1x1
I0523 18:18:46.908471 1894236160 net.cpp:91] Creating Layer inception_5a/1x1
I0523 18:18:46.908485 1894236160 net.cpp:425] inception_5a/1x1 <- pool4/3x3_s2_pool4/3x3_s2_0_split_0
I0523 18:18:46.908504 1894236160 net.cpp:399] inception_5a/1x1 -> inception_5a/1x1
I0523 18:18:46.912353 1894236160 net.cpp:141] Setting up inception_5a/1x1
I0523 18:18:46.912372 1894236160 net.cpp:148] Top shape: 1 256 7 7 (12544)
I0523 18:18:46.912389 1894236160 net.cpp:156] Memory required for data: 53887504
I0523 18:18:46.912406 1894236160 layer_factory.hpp:77] Creating layer inception_5a/relu_1x1
I0523 18:18:46.912422 1894236160 net.cpp:91] Creating Layer inception_5a/relu_1x1
I0523 18:18:46.912436 1894236160 net.cpp:425] inception_5a/relu_1x1 <- inception_5a/1x1
I0523 18:18:46.912451 1894236160 net.cpp:386] inception_5a/relu_1x1 -> inception_5a/1x1 (in-place)
I0523 18:18:46.912469 1894236160 net.cpp:141] Setting up inception_5a/relu_1x1
I0523 18:18:46.912483 1894236160 net.cpp:148] Top shape: 1 256 7 7 (12544)
I0523 18:18:46.912498 1894236160 net.cpp:156] Memory required for data: 53937680
I0523 18:18:46.912524 1894236160 layer_factory.hpp:77] Creating layer inception_5a/3x3_reduce
I0523 18:18:46.912555 1894236160 net.cpp:91] Creating Layer inception_5a/3x3_reduce
I0523 18:18:46.912570 1894236160 net.cpp:425] inception_5a/3x3_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_1
I0523 18:18:46.912588 1894236160 net.cpp:399] inception_5a/3x3_reduce -> inception_5a/3x3_reduce
I0523 18:18:46.914988 1894236160 net.cpp:141] Setting up inception_5a/3x3_reduce
I0523 18:18:46.915004 1894236160 net.cpp:148] Top shape: 1 160 7 7 (7840)
I0523 18:18:46.915020 1894236160 net.cpp:156] Memory required for data: 53969040
I0523 18:18:46.915038 1894236160 layer_factory.hpp:77] Creating layer inception_5a/relu_3x3_reduce
I0523 18:18:46.915055 1894236160 net.cpp:91] Creating Layer inception_5a/relu_3x3_reduce
I0523 18:18:46.915068 1894236160 net.cpp:425] inception_5a/relu_3x3_reduce <- inception_5a/3x3_reduce
I0523 18:18:46.915086 1894236160 net.cpp:386] inception_5a/relu_3x3_reduce -> inception_5a/3x3_reduce (in-place)
I0523 18:18:46.915104 1894236160 net.cpp:141] Setting up inception_5a/relu_3x3_reduce
I0523 18:18:46.915117 1894236160 net.cpp:148] Top shape: 1 160 7 7 (7840)
I0523 18:18:46.915133 1894236160 net.cpp:156] Memory required for data: 54000400
I0523 18:18:46.915146 1894236160 layer_factory.hpp:77] Creating layer inception_5a/3x3
I0523 18:18:46.915168 1894236160 net.cpp:91] Creating Layer inception_5a/3x3
I0523 18:18:46.915181 1894236160 net.cpp:425] inception_5a/3x3 <- inception_5a/3x3_reduce
I0523 18:18:46.915199 1894236160 net.cpp:399] inception_5a/3x3 -> inception_5a/3x3
I0523 18:18:46.923648 1894236160 net.cpp:141] Setting up inception_5a/3x3
I0523 18:18:46.923699 1894236160 net.cpp:148] Top shape: 1 320 7 7 (15680)
I0523 18:18:46.923717 1894236160 net.cpp:156] Memory required for data: 54063120
I0523 18:18:46.923737 1894236160 layer_factory.hpp:77] Creating layer inception_5a/relu_3x3
I0523 18:18:46.923758 1894236160 net.cpp:91] Creating Layer inception_5a/relu_3x3
I0523 18:18:46.923774 1894236160 net.cpp:425] inception_5a/relu_3x3 <- inception_5a/3x3
I0523 18:18:46.923790 1894236160 net.cpp:386] inception_5a/relu_3x3 -> inception_5a/3x3 (in-place)
I0523 18:18:46.923811 1894236160 net.cpp:141] Setting up inception_5a/relu_3x3
I0523 18:18:46.923825 1894236160 net.cpp:148] Top shape: 1 320 7 7 (15680)
I0523 18:18:46.923840 1894236160 net.cpp:156] Memory required for data: 54125840
I0523 18:18:46.923853 1894236160 layer_factory.hpp:77] Creating layer inception_5a/5x5_reduce
I0523 18:18:46.923876 1894236160 net.cpp:91] Creating Layer inception_5a/5x5_reduce
I0523 18:18:46.923890 1894236160 net.cpp:425] inception_5a/5x5_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_2
I0523 18:18:46.923918 1894236160 net.cpp:399] inception_5a/5x5_reduce -> inception_5a/5x5_reduce
I0523 18:18:46.924439 1894236160 net.cpp:141] Setting up inception_5a/5x5_reduce
I0523 18:18:46.924455 1894236160 net.cpp:148] Top shape: 1 32 7 7 (1568)
I0523 18:18:46.924471 1894236160 net.cpp:156] Memory required for data: 54132112
I0523 18:18:46.924489 1894236160 layer_factory.hpp:77] Creating layer inception_5a/relu_5x5_reduce
I0523 18:18:46.924510 1894236160 net.cpp:91] Creating Layer inception_5a/relu_5x5_reduce
I0523 18:18:46.924525 1894236160 net.cpp:425] inception_5a/relu_5x5_reduce <- inception_5a/5x5_reduce
I0523 18:18:46.924540 1894236160 net.cpp:386] inception_5a/relu_5x5_reduce -> inception_5a/5x5_reduce (in-place)
I0523 18:18:46.924559 1894236160 net.cpp:141] Setting up inception_5a/relu_5x5_reduce
I0523 18:18:46.924572 1894236160 net.cpp:148] Top shape: 1 32 7 7 (1568)
I0523 18:18:46.924588 1894236160 net.cpp:156] Memory required for data: 54138384
I0523 18:18:46.924602 1894236160 layer_factory.hpp:77] Creating layer inception_5a/5x5
I0523 18:18:46.924623 1894236160 net.cpp:91] Creating Layer inception_5a/5x5
I0523 18:18:46.924636 1894236160 net.cpp:425] inception_5a/5x5 <- inception_5a/5x5_reduce
I0523 18:18:46.924654 1894236160 net.cpp:399] inception_5a/5x5 -> inception_5a/5x5
I0523 18:18:46.926646 1894236160 net.cpp:141] Setting up inception_5a/5x5
I0523 18:18:46.926700 1894236160 net.cpp:148] Top shape: 1 128 7 7 (6272)
I0523 18:18:46.926717 1894236160 net.cpp:156] Memory required for data: 54163472
I0523 18:18:46.926735 1894236160 layer_factory.hpp:77] Creating layer inception_5a/relu_5x5
I0523 18:18:46.926753 1894236160 net.cpp:91] Creating Layer inception_5a/relu_5x5
I0523 18:18:46.926766 1894236160 net.cpp:425] inception_5a/relu_5x5 <- inception_5a/5x5
I0523 18:18:46.926782 1894236160 net.cpp:386] inception_5a/relu_5x5 -> inception_5a/5x5 (in-place)
I0523 18:18:46.926801 1894236160 net.cpp:141] Setting up inception_5a/relu_5x5
I0523 18:18:46.926815 1894236160 net.cpp:148] Top shape: 1 128 7 7 (6272)
I0523 18:18:46.926831 1894236160 net.cpp:156] Memory required for data: 54188560
I0523 18:18:46.926843 1894236160 layer_factory.hpp:77] Creating layer inception_5a/pool
I0523 18:18:46.926867 1894236160 net.cpp:91] Creating Layer inception_5a/pool
I0523 18:18:46.926882 1894236160 net.cpp:425] inception_5a/pool <- pool4/3x3_s2_pool4/3x3_s2_0_split_3
I0523 18:18:46.926898 1894236160 net.cpp:399] inception_5a/pool -> inception_5a/pool
I0523 18:18:46.926923 1894236160 net.cpp:141] Setting up inception_5a/pool
I0523 18:18:46.926935 1894236160 net.cpp:148] Top shape: 1 832 7 7 (40768)
I0523 18:18:46.926951 1894236160 net.cpp:156] Memory required for data: 54351632
I0523 18:18:46.926965 1894236160 layer_factory.hpp:77] Creating layer inception_5a/pool_proj
I0523 18:18:46.926991 1894236160 net.cpp:91] Creating Layer inception_5a/pool_proj
I0523 18:18:46.927006 1894236160 net.cpp:425] inception_5a/pool_proj <- inception_5a/pool
I0523 18:18:46.927023 1894236160 net.cpp:399] inception_5a/pool_proj -> inception_5a/pool_proj
I0523 18:18:46.929016 1894236160 net.cpp:141] Setting up inception_5a/pool_proj
I0523 18:18:46.929041 1894236160 net.cpp:148] Top shape: 1 128 7 7 (6272)
I0523 18:18:46.929059 1894236160 net.cpp:156] Memory required for data: 54376720
I0523 18:18:46.929076 1894236160 layer_factory.hpp:77] Creating layer inception_5a/relu_pool_proj
I0523 18:18:46.929095 1894236160 net.cpp:91] Creating Layer inception_5a/relu_pool_proj
I0523 18:18:46.929110 1894236160 net.cpp:425] inception_5a/relu_pool_proj <- inception_5a/pool_proj
I0523 18:18:46.929126 1894236160 net.cpp:386] inception_5a/relu_pool_proj -> inception_5a/pool_proj (in-place)
I0523 18:18:46.929146 1894236160 net.cpp:141] Setting up inception_5a/relu_pool_proj
I0523 18:18:46.929158 1894236160 net.cpp:148] Top shape: 1 128 7 7 (6272)
I0523 18:18:46.929174 1894236160 net.cpp:156] Memory required for data: 54401808
I0523 18:18:46.929188 1894236160 layer_factory.hpp:77] Creating layer inception_5a/output
I0523 18:18:46.929204 1894236160 net.cpp:91] Creating Layer inception_5a/output
I0523 18:18:46.929217 1894236160 net.cpp:425] inception_5a/output <- inception_5a/1x1
I0523 18:18:46.929232 1894236160 net.cpp:425] inception_5a/output <- inception_5a/3x3
I0523 18:18:46.929247 1894236160 net.cpp:425] inception_5a/output <- inception_5a/5x5
I0523 18:18:46.929262 1894236160 net.cpp:425] inception_5a/output <- inception_5a/pool_proj
I0523 18:18:46.929283 1894236160 net.cpp:399] inception_5a/output -> inception_5a/output
I0523 18:18:46.929306 1894236160 net.cpp:141] Setting up inception_5a/output
I0523 18:18:46.929319 1894236160 net.cpp:148] Top shape: 1 832 7 7 (40768)
I0523 18:18:46.929334 1894236160 net.cpp:156] Memory required for data: 54564880
I0523 18:18:46.929348 1894236160 layer_factory.hpp:77] Creating layer inception_5a/output_inception_5a/output_0_split
I0523 18:18:46.929366 1894236160 net.cpp:91] Creating Layer inception_5a/output_inception_5a/output_0_split
I0523 18:18:46.929380 1894236160 net.cpp:425] inception_5a/output_inception_5a/output_0_split <- inception_5a/output
I0523 18:18:46.929397 1894236160 net.cpp:399] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_0
I0523 18:18:46.929419 1894236160 net.cpp:399] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_1
I0523 18:18:46.929441 1894236160 net.cpp:399] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_2
I0523 18:18:46.929481 1894236160 net.cpp:399] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_3
I0523 18:18:46.929509 1894236160 net.cpp:141] Setting up inception_5a/output_inception_5a/output_0_split
I0523 18:18:46.929523 1894236160 net.cpp:148] Top shape: 1 832 7 7 (40768)
I0523 18:18:46.929539 1894236160 net.cpp:148] Top shape: 1 832 7 7 (40768)
I0523 18:18:46.929554 1894236160 net.cpp:148] Top shape: 1 832 7 7 (40768)
I0523 18:18:46.929570 1894236160 net.cpp:148] Top shape: 1 832 7 7 (40768)
I0523 18:18:46.929586 1894236160 net.cpp:156] Memory required for data: 55217168
I0523 18:18:46.929600 1894236160 layer_factory.hpp:77] Creating layer inception_5b/1x1
I0523 18:18:46.929620 1894236160 net.cpp:91] Creating Layer inception_5b/1x1
I0523 18:18:46.929635 1894236160 net.cpp:425] inception_5b/1x1 <- inception_5a/output_inception_5a/output_0_split_0
I0523 18:18:46.929652 1894236160 net.cpp:399] inception_5b/1x1 -> inception_5b/1x1
I0523 18:18:46.935479 1894236160 net.cpp:141] Setting up inception_5b/1x1
I0523 18:18:46.935521 1894236160 net.cpp:148] Top shape: 1 384 7 7 (18816)
I0523 18:18:46.935539 1894236160 net.cpp:156] Memory required for data: 55292432
I0523 18:18:46.935559 1894236160 layer_factory.hpp:77] Creating layer inception_5b/relu_1x1
I0523 18:18:46.935580 1894236160 net.cpp:91] Creating Layer inception_5b/relu_1x1
I0523 18:18:46.935595 1894236160 net.cpp:425] inception_5b/relu_1x1 <- inception_5b/1x1
I0523 18:18:46.935612 1894236160 net.cpp:386] inception_5b/relu_1x1 -> inception_5b/1x1 (in-place)
I0523 18:18:46.935632 1894236160 net.cpp:141] Setting up inception_5b/relu_1x1
I0523 18:18:46.935647 1894236160 net.cpp:148] Top shape: 1 384 7 7 (18816)
I0523 18:18:46.935662 1894236160 net.cpp:156] Memory required for data: 55367696
I0523 18:18:46.935675 1894236160 layer_factory.hpp:77] Creating layer inception_5b/3x3_reduce
I0523 18:18:46.935703 1894236160 net.cpp:91] Creating Layer inception_5b/3x3_reduce
I0523 18:18:46.935717 1894236160 net.cpp:425] inception_5b/3x3_reduce <- inception_5a/output_inception_5a/output_0_split_1
I0523 18:18:46.935735 1894236160 net.cpp:399] inception_5b/3x3_reduce -> inception_5b/3x3_reduce
I0523 18:18:46.938674 1894236160 net.cpp:141] Setting up inception_5b/3x3_reduce
I0523 18:18:46.938694 1894236160 net.cpp:148] Top shape: 1 192 7 7 (9408)
I0523 18:18:46.938710 1894236160 net.cpp:156] Memory required for data: 55405328
I0523 18:18:46.938729 1894236160 layer_factory.hpp:77] Creating layer inception_5b/relu_3x3_reduce
I0523 18:18:46.938751 1894236160 net.cpp:91] Creating Layer inception_5b/relu_3x3_reduce
I0523 18:18:46.938766 1894236160 net.cpp:425] inception_5b/relu_3x3_reduce <- inception_5b/3x3_reduce
I0523 18:18:46.938782 1894236160 net.cpp:386] inception_5b/relu_3x3_reduce -> inception_5b/3x3_reduce (in-place)
I0523 18:18:46.938802 1894236160 net.cpp:141] Setting up inception_5b/relu_3x3_reduce
I0523 18:18:46.938814 1894236160 net.cpp:148] Top shape: 1 192 7 7 (9408)
I0523 18:18:46.938830 1894236160 net.cpp:156] Memory required for data: 55442960
I0523 18:18:46.938844 1894236160 layer_factory.hpp:77] Creating layer inception_5b/3x3
I0523 18:18:46.938865 1894236160 net.cpp:91] Creating Layer inception_5b/3x3
I0523 18:18:46.938879 1894236160 net.cpp:425] inception_5b/3x3 <- inception_5b/3x3_reduce
I0523 18:18:46.938897 1894236160 net.cpp:399] inception_5b/3x3 -> inception_5b/3x3
I0523 18:18:46.951072 1894236160 net.cpp:141] Setting up inception_5b/3x3
I0523 18:18:46.951186 1894236160 net.cpp:148] Top shape: 1 384 7 7 (18816)
I0523 18:18:46.951232 1894236160 net.cpp:156] Memory required for data: 55518224
I0523 18:18:46.951293 1894236160 layer_factory.hpp:77] Creating layer inception_5b/relu_3x3
I0523 18:18:46.951354 1894236160 net.cpp:91] Creating Layer inception_5b/relu_3x3
I0523 18:18:46.951402 1894236160 net.cpp:425] inception_5b/relu_3x3 <- inception_5b/3x3
I0523 18:18:46.951488 1894236160 net.cpp:386] inception_5b/relu_3x3 -> inception_5b/3x3 (in-place)
I0523 18:18:46.951618 1894236160 net.cpp:141] Setting up inception_5b/relu_3x3
I0523 18:18:46.951661 1894236160 net.cpp:148] Top shape: 1 384 7 7 (18816)
I0523 18:18:46.951709 1894236160 net.cpp:156] Memory required for data: 55593488
I0523 18:18:46.951750 1894236160 layer_factory.hpp:77] Creating layer inception_5b/5x5_reduce
I0523 18:18:46.951833 1894236160 net.cpp:91] Creating Layer inception_5b/5x5_reduce
I0523 18:18:46.951879 1894236160 net.cpp:425] inception_5b/5x5_reduce <- inception_5a/output_inception_5a/output_0_split_2
I0523 18:18:46.951936 1894236160 net.cpp:399] inception_5b/5x5_reduce -> inception_5b/5x5_reduce
I0523 18:18:46.953290 1894236160 net.cpp:141] Setting up inception_5b/5x5_reduce
I0523 18:18:46.953320 1894236160 net.cpp:148] Top shape: 1 48 7 7 (2352)
I0523 18:18:46.953344 1894236160 net.cpp:156] Memory required for data: 55602896
I0523 18:18:46.953371 1894236160 layer_factory.hpp:77] Creating layer inception_5b/relu_5x5_reduce
I0523 18:18:46.953395 1894236160 net.cpp:91] Creating Layer inception_5b/relu_5x5_reduce
I0523 18:18:46.953418 1894236160 net.cpp:425] inception_5b/relu_5x5_reduce <- inception_5b/5x5_reduce
I0523 18:18:46.953443 1894236160 net.cpp:386] inception_5b/relu_5x5_reduce -> inception_5b/5x5_reduce (in-place)
I0523 18:18:46.953471 1894236160 net.cpp:141] Setting up inception_5b/relu_5x5_reduce
I0523 18:18:46.953491 1894236160 net.cpp:148] Top shape: 1 48 7 7 (2352)
I0523 18:18:46.953515 1894236160 net.cpp:156] Memory required for data: 55612304
I0523 18:18:46.953536 1894236160 layer_factory.hpp:77] Creating layer inception_5b/5x5
I0523 18:18:46.953567 1894236160 net.cpp:91] Creating Layer inception_5b/5x5
I0523 18:18:46.953588 1894236160 net.cpp:425] inception_5b/5x5 <- inception_5b/5x5_reduce
I0523 18:18:46.953614 1894236160 net.cpp:399] inception_5b/5x5 -> inception_5b/5x5
I0523 18:18:46.957231 1894236160 net.cpp:141] Setting up inception_5b/5x5
I0523 18:18:46.957254 1894236160 net.cpp:148] Top shape: 1 128 7 7 (6272)
I0523 18:18:46.957275 1894236160 net.cpp:156] Memory required for data: 55637392
I0523 18:18:46.957296 1894236160 layer_factory.hpp:77] Creating layer inception_5b/relu_5x5
I0523 18:18:46.957317 1894236160 net.cpp:91] Creating Layer inception_5b/relu_5x5
I0523 18:18:46.957335 1894236160 net.cpp:425] inception_5b/relu_5x5 <- inception_5b/5x5
I0523 18:18:46.957362 1894236160 net.cpp:386] inception_5b/relu_5x5 -> inception_5b/5x5 (in-place)
I0523 18:18:46.957386 1894236160 net.cpp:141] Setting up inception_5b/relu_5x5
I0523 18:18:46.957403 1894236160 net.cpp:148] Top shape: 1 128 7 7 (6272)
I0523 18:18:46.957423 1894236160 net.cpp:156] Memory required for data: 55662480
I0523 18:18:46.957442 1894236160 layer_factory.hpp:77] Creating layer inception_5b/pool
I0523 18:18:46.957463 1894236160 net.cpp:91] Creating Layer inception_5b/pool
I0523 18:18:46.957480 1894236160 net.cpp:425] inception_5b/pool <- inception_5a/output_inception_5a/output_0_split_3
I0523 18:18:46.957502 1894236160 net.cpp:399] inception_5b/pool -> inception_5b/pool
I0523 18:18:46.957532 1894236160 net.cpp:141] Setting up inception_5b/pool
I0523 18:18:46.957551 1894236160 net.cpp:148] Top shape: 1 832 7 7 (40768)
I0523 18:18:46.957571 1894236160 net.cpp:156] Memory required for data: 55825552
I0523 18:18:46.957587 1894236160 layer_factory.hpp:77] Creating layer inception_5b/pool_proj
I0523 18:18:46.957613 1894236160 net.cpp:91] Creating Layer inception_5b/pool_proj
I0523 18:18:46.957631 1894236160 net.cpp:425] inception_5b/pool_proj <- inception_5b/pool
I0523 18:18:46.957654 1894236160 net.cpp:399] inception_5b/pool_proj -> inception_5b/pool_proj
I0523 18:18:46.960096 1894236160 net.cpp:141] Setting up inception_5b/pool_proj
I0523 18:18:46.960116 1894236160 net.cpp:148] Top shape: 1 128 7 7 (6272)
I0523 18:18:46.960137 1894236160 net.cpp:156] Memory required for data: 55850640
I0523 18:18:46.960160 1894236160 layer_factory.hpp:77] Creating layer inception_5b/relu_pool_proj
I0523 18:18:46.960180 1894236160 net.cpp:91] Creating Layer inception_5b/relu_pool_proj
I0523 18:18:46.960222 1894236160 net.cpp:425] inception_5b/relu_pool_proj <- inception_5b/pool_proj
I0523 18:18:46.960249 1894236160 net.cpp:386] inception_5b/relu_pool_proj -> inception_5b/pool_proj (in-place)
I0523 18:18:46.960273 1894236160 net.cpp:141] Setting up inception_5b/relu_pool_proj
I0523 18:18:46.960291 1894236160 net.cpp:148] Top shape: 1 128 7 7 (6272)
I0523 18:18:46.960311 1894236160 net.cpp:156] Memory required for data: 55875728
I0523 18:18:46.960328 1894236160 layer_factory.hpp:77] Creating layer inception_5b/output
I0523 18:18:46.960350 1894236160 net.cpp:91] Creating Layer inception_5b/output
I0523 18:18:46.960367 1894236160 net.cpp:425] inception_5b/output <- inception_5b/1x1
I0523 18:18:46.960386 1894236160 net.cpp:425] inception_5b/output <- inception_5b/3x3
I0523 18:18:46.960405 1894236160 net.cpp:425] inception_5b/output <- inception_5b/5x5
I0523 18:18:46.960425 1894236160 net.cpp:425] inception_5b/output <- inception_5b/pool_proj
I0523 18:18:46.960446 1894236160 net.cpp:399] inception_5b/output -> inception_5b/output
I0523 18:18:46.960474 1894236160 net.cpp:141] Setting up inception_5b/output
I0523 18:18:46.960491 1894236160 net.cpp:148] Top shape: 1 1024 7 7 (50176)
I0523 18:18:46.960511 1894236160 net.cpp:156] Memory required for data: 56076432
I0523 18:18:46.960530 1894236160 layer_factory.hpp:77] Creating layer pool5/7x7_s1
I0523 18:18:46.960549 1894236160 net.cpp:91] Creating Layer pool5/7x7_s1
I0523 18:18:46.960567 1894236160 net.cpp:425] pool5/7x7_s1 <- inception_5b/output
I0523 18:18:46.960588 1894236160 net.cpp:399] pool5/7x7_s1 -> pool5/7x7_s1
I0523 18:18:46.960674 1894236160 net.cpp:141] Setting up pool5/7x7_s1
I0523 18:18:46.960693 1894236160 net.cpp:148] Top shape: 1 1024 1 1 (1024)
I0523 18:18:46.960714 1894236160 net.cpp:156] Memory required for data: 56080528
I0523 18:18:46.960731 1894236160 layer_factory.hpp:77] Creating layer pool5/drop_7x7_s1
I0523 18:18:46.960753 1894236160 net.cpp:91] Creating Layer pool5/drop_7x7_s1
I0523 18:18:46.960772 1894236160 net.cpp:425] pool5/drop_7x7_s1 <- pool5/7x7_s1
I0523 18:18:46.960791 1894236160 net.cpp:386] pool5/drop_7x7_s1 -> pool5/7x7_s1 (in-place)
I0523 18:18:46.960818 1894236160 net.cpp:141] Setting up pool5/drop_7x7_s1
I0523 18:18:46.960834 1894236160 net.cpp:148] Top shape: 1 1024 1 1 (1024)
I0523 18:18:46.960855 1894236160 net.cpp:156] Memory required for data: 56084624
I0523 18:18:46.960872 1894236160 layer_factory.hpp:77] Creating layer loss3/classifier
I0523 18:18:46.960896 1894236160 net.cpp:91] Creating Layer loss3/classifier
I0523 18:18:46.960913 1894236160 net.cpp:425] loss3/classifier <- pool5/7x7_s1
I0523 18:18:46.960937 1894236160 net.cpp:399] loss3/classifier -> loss3/classifier
I0523 18:18:46.961024 1894236160 net.cpp:141] Setting up loss3/classifier
I0523 18:18:46.961043 1894236160 net.cpp:148] Top shape: 1 2 (2)
I0523 18:18:46.961062 1894236160 net.cpp:156] Memory required for data: 56084632
I0523 18:18:46.961092 1894236160 layer_factory.hpp:77] Creating layer prob
I0523 18:18:46.961127 1894236160 net.cpp:91] Creating Layer prob
I0523 18:18:46.961149 1894236160 net.cpp:425] prob <- loss3/classifier
I0523 18:18:46.961166 1894236160 net.cpp:399] prob -> prob
I0523 18:18:46.961200 1894236160 net.cpp:141] Setting up prob
I0523 18:18:46.961216 1894236160 net.cpp:148] Top shape: 1 2 (2)
I0523 18:18:46.961233 1894236160 net.cpp:156] Memory required for data: 56084640
I0523 18:18:46.961248 1894236160 net.cpp:219] prob does not need backward computation.
I0523 18:18:46.961263 1894236160 net.cpp:219] loss3/classifier does not need backward computation.
I0523 18:18:46.961279 1894236160 net.cpp:219] pool5/drop_7x7_s1 does not need backward computation.
I0523 18:18:46.961294 1894236160 net.cpp:219] pool5/7x7_s1 does not need backward computation.
I0523 18:18:46.961309 1894236160 net.cpp:219] inception_5b/output does not need backward computation.
I0523 18:18:46.961325 1894236160 net.cpp:219] inception_5b/relu_pool_proj does not need backward computation.
I0523 18:18:46.961340 1894236160 net.cpp:219] inception_5b/pool_proj does not need backward computation.
I0523 18:18:46.961366 1894236160 net.cpp:219] inception_5b/pool does not need backward computation.
I0523 18:18:46.961382 1894236160 net.cpp:219] inception_5b/relu_5x5 does not need backward computation.
I0523 18:18:46.961397 1894236160 net.cpp:219] inception_5b/5x5 does not need backward computation.
I0523 18:18:46.961413 1894236160 net.cpp:219] inception_5b/relu_5x5_reduce does not need backward computation.
I0523 18:18:46.961428 1894236160 net.cpp:219] inception_5b/5x5_reduce does not need backward computation.
I0523 18:18:46.961444 1894236160 net.cpp:219] inception_5b/relu_3x3 does not need backward computation.
I0523 18:18:46.961459 1894236160 net.cpp:219] inception_5b/3x3 does not need backward computation.
I0523 18:18:46.961475 1894236160 net.cpp:219] inception_5b/relu_3x3_reduce does not need backward computation.
I0523 18:18:46.961490 1894236160 net.cpp:219] inception_5b/3x3_reduce does not need backward computation.
I0523 18:18:46.961508 1894236160 net.cpp:219] inception_5b/relu_1x1 does not need backward computation.
I0523 18:18:46.961522 1894236160 net.cpp:219] inception_5b/1x1 does not need backward computation.
I0523 18:18:46.961539 1894236160 net.cpp:219] inception_5a/output_inception_5a/output_0_split does not need backward computation.
I0523 18:18:46.961555 1894236160 net.cpp:219] inception_5a/output does not need backward computation.
I0523 18:18:46.961571 1894236160 net.cpp:219] inception_5a/relu_pool_proj does not need backward computation.
I0523 18:18:46.961587 1894236160 net.cpp:219] inception_5a/pool_proj does not need backward computation.
I0523 18:18:46.961603 1894236160 net.cpp:219] inception_5a/pool does not need backward computation.
I0523 18:18:46.961619 1894236160 net.cpp:219] inception_5a/relu_5x5 does not need backward computation.
I0523 18:18:46.961634 1894236160 net.cpp:219] inception_5a/5x5 does not need backward computation.
I0523 18:18:46.961650 1894236160 net.cpp:219] inception_5a/relu_5x5_reduce does not need backward computation.
I0523 18:18:46.961666 1894236160 net.cpp:219] inception_5a/5x5_reduce does not need backward computation.
I0523 18:18:46.961683 1894236160 net.cpp:219] inception_5a/relu_3x3 does not need backward computation.
I0523 18:18:46.961699 1894236160 net.cpp:219] inception_5a/3x3 does not need backward computation.
I0523 18:18:46.961714 1894236160 net.cpp:219] inception_5a/relu_3x3_reduce does not need backward computation.
I0523 18:18:46.961730 1894236160 net.cpp:219] inception_5a/3x3_reduce does not need backward computation.
I0523 18:18:46.961745 1894236160 net.cpp:219] inception_5a/relu_1x1 does not need backward computation.
I0523 18:18:46.961760 1894236160 net.cpp:219] inception_5a/1x1 does not need backward computation.
I0523 18:18:46.961777 1894236160 net.cpp:219] pool4/3x3_s2_pool4/3x3_s2_0_split does not need backward computation.
I0523 18:18:46.961793 1894236160 net.cpp:219] pool4/3x3_s2 does not need backward computation.
I0523 18:18:46.961808 1894236160 net.cpp:219] inception_4e/output does not need backward computation.
I0523 18:18:46.961825 1894236160 net.cpp:219] inception_4e/relu_pool_proj does not need backward computation.
I0523 18:18:46.961841 1894236160 net.cpp:219] inception_4e/pool_proj does not need backward computation.
I0523 18:18:46.961858 1894236160 net.cpp:219] inception_4e/pool does not need backward computation.
I0523 18:18:46.961879 1894236160 net.cpp:219] inception_4e/relu_5x5 does not need backward computation.
I0523 18:18:46.961894 1894236160 net.cpp:219] inception_4e/5x5 does not need backward computation.
I0523 18:18:46.961910 1894236160 net.cpp:219] inception_4e/relu_5x5_reduce does not need backward computation.
I0523 18:18:46.961926 1894236160 net.cpp:219] inception_4e/5x5_reduce does not need backward computation.
I0523 18:18:46.961942 1894236160 net.cpp:219] inception_4e/relu_3x3 does not need backward computation.
I0523 18:18:46.961958 1894236160 net.cpp:219] inception_4e/3x3 does not need backward computation.
I0523 18:18:46.961974 1894236160 net.cpp:219] inception_4e/relu_3x3_reduce does not need backward computation.
I0523 18:18:46.961998 1894236160 net.cpp:219] inception_4e/3x3_reduce does not need backward computation.
I0523 18:18:46.962014 1894236160 net.cpp:219] inception_4e/relu_1x1 does not need backward computation.
I0523 18:18:46.962030 1894236160 net.cpp:219] inception_4e/1x1 does not need backward computation.
I0523 18:18:46.962046 1894236160 net.cpp:219] loss2/classifier does not need backward computation.
I0523 18:18:46.962062 1894236160 net.cpp:219] loss2/drop_fc does not need backward computation.
I0523 18:18:46.962077 1894236160 net.cpp:219] loss2/relu_fc does not need backward computation.
I0523 18:18:46.962093 1894236160 net.cpp:219] loss2/fc does not need backward computation.
I0523 18:18:46.962108 1894236160 net.cpp:219] loss2/relu_conv does not need backward computation.
I0523 18:18:46.962124 1894236160 net.cpp:219] loss2/conv does not need backward computation.
I0523 18:18:46.962141 1894236160 net.cpp:219] loss2/ave_pool does not need backward computation.
I0523 18:18:46.962157 1894236160 net.cpp:219] inception_4d/output_inception_4d/output_0_split does not need backward computation.
I0523 18:18:46.962173 1894236160 net.cpp:219] inception_4d/output does not need backward computation.
I0523 18:18:46.962190 1894236160 net.cpp:219] inception_4d/relu_pool_proj does not need backward computation.
I0523 18:18:46.962206 1894236160 net.cpp:219] inception_4d/pool_proj does not need backward computation.
I0523 18:18:46.962221 1894236160 net.cpp:219] inception_4d/pool does not need backward computation.
I0523 18:18:46.962239 1894236160 net.cpp:219] inception_4d/relu_5x5 does not need backward computation.
I0523 18:18:46.962254 1894236160 net.cpp:219] inception_4d/5x5 does not need backward computation.
I0523 18:18:46.962270 1894236160 net.cpp:219] inception_4d/relu_5x5_reduce does not need backward computation.
I0523 18:18:46.962285 1894236160 net.cpp:219] inception_4d/5x5_reduce does not need backward computation.
I0523 18:18:46.962301 1894236160 net.cpp:219] inception_4d/relu_3x3 does not need backward computation.
I0523 18:18:46.962317 1894236160 net.cpp:219] inception_4d/3x3 does not need backward computation.
I0523 18:18:46.962333 1894236160 net.cpp:219] inception_4d/relu_3x3_reduce does not need backward computation.
I0523 18:18:46.962349 1894236160 net.cpp:219] inception_4d/3x3_reduce does not need backward computation.
I0523 18:18:46.962365 1894236160 net.cpp:219] inception_4d/relu_1x1 does not need backward computation.
I0523 18:18:46.962381 1894236160 net.cpp:219] inception_4d/1x1 does not need backward computation.
I0523 18:18:46.962398 1894236160 net.cpp:219] inception_4c/output_inception_4c/output_0_split does not need backward computation.
I0523 18:18:46.962414 1894236160 net.cpp:219] inception_4c/output does not need backward computation.
I0523 18:18:46.962431 1894236160 net.cpp:219] inception_4c/relu_pool_proj does not need backward computation.
I0523 18:18:46.962446 1894236160 net.cpp:219] inception_4c/pool_proj does not need backward computation.
I0523 18:18:46.962462 1894236160 net.cpp:219] inception_4c/pool does not need backward computation.
I0523 18:18:46.962479 1894236160 net.cpp:219] inception_4c/relu_5x5 does not need backward computation.
I0523 18:18:46.962494 1894236160 net.cpp:219] inception_4c/5x5 does not need backward computation.
I0523 18:18:46.962510 1894236160 net.cpp:219] inception_4c/relu_5x5_reduce does not need backward computation.
I0523 18:18:46.962527 1894236160 net.cpp:219] inception_4c/5x5_reduce does not need backward computation.
I0523 18:18:46.962543 1894236160 net.cpp:219] inception_4c/relu_3x3 does not need backward computation.
I0523 18:18:46.962558 1894236160 net.cpp:219] inception_4c/3x3 does not need backward computation.
I0523 18:18:46.962574 1894236160 net.cpp:219] inception_4c/relu_3x3_reduce does not need backward computation.
I0523 18:18:46.962590 1894236160 net.cpp:219] inception_4c/3x3_reduce does not need backward computation.
I0523 18:18:46.962606 1894236160 net.cpp:219] inception_4c/relu_1x1 does not need backward computation.
I0523 18:18:46.962630 1894236160 net.cpp:219] inception_4c/1x1 does not need backward computation.
I0523 18:18:46.962647 1894236160 net.cpp:219] inception_4b/output_inception_4b/output_0_split does not need backward computation.
I0523 18:18:46.962663 1894236160 net.cpp:219] inception_4b/output does not need backward computation.
I0523 18:18:46.962680 1894236160 net.cpp:219] inception_4b/relu_pool_proj does not need backward computation.
I0523 18:18:46.962697 1894236160 net.cpp:219] inception_4b/pool_proj does not need backward computation.
I0523 18:18:46.962713 1894236160 net.cpp:219] inception_4b/pool does not need backward computation.
I0523 18:18:46.962728 1894236160 net.cpp:219] inception_4b/relu_5x5 does not need backward computation.
I0523 18:18:46.962744 1894236160 net.cpp:219] inception_4b/5x5 does not need backward computation.
I0523 18:18:46.962760 1894236160 net.cpp:219] inception_4b/relu_5x5_reduce does not need backward computation.
I0523 18:18:46.962776 1894236160 net.cpp:219] inception_4b/5x5_reduce does not need backward computation.
I0523 18:18:46.962792 1894236160 net.cpp:219] inception_4b/relu_3x3 does not need backward computation.
I0523 18:18:46.962808 1894236160 net.cpp:219] inception_4b/3x3 does not need backward computation.
I0523 18:18:46.962824 1894236160 net.cpp:219] inception_4b/relu_3x3_reduce does not need backward computation.
I0523 18:18:46.962841 1894236160 net.cpp:219] inception_4b/3x3_reduce does not need backward computation.
I0523 18:18:46.962862 1894236160 net.cpp:219] inception_4b/relu_1x1 does not need backward computation.
I0523 18:18:46.962877 1894236160 net.cpp:219] inception_4b/1x1 does not need backward computation.
I0523 18:18:46.962893 1894236160 net.cpp:219] loss1/classifier does not need backward computation.
I0523 18:18:46.962909 1894236160 net.cpp:219] loss1/drop_fc does not need backward computation.
I0523 18:18:46.962925 1894236160 net.cpp:219] loss1/relu_fc does not need backward computation.
I0523 18:18:46.962940 1894236160 net.cpp:219] loss1/fc does not need backward computation.
I0523 18:18:46.962956 1894236160 net.cpp:219] loss1/relu_conv does not need backward computation.
I0523 18:18:46.962971 1894236160 net.cpp:219] loss1/conv does not need backward computation.
I0523 18:18:46.962987 1894236160 net.cpp:219] loss1/ave_pool does not need backward computation.
I0523 18:18:46.963006 1894236160 net.cpp:219] inception_4a/output_inception_4a/output_0_split does not need backward computation.
I0523 18:18:46.963021 1894236160 net.cpp:219] inception_4a/output does not need backward computation.
I0523 18:18:46.963038 1894236160 net.cpp:219] inception_4a/relu_pool_proj does not need backward computation.
I0523 18:18:46.963054 1894236160 net.cpp:219] inception_4a/pool_proj does not need backward computation.
I0523 18:18:46.963070 1894236160 net.cpp:219] inception_4a/pool does not need backward computation.
I0523 18:18:46.963088 1894236160 net.cpp:219] inception_4a/relu_5x5 does not need backward computation.
I0523 18:18:46.963104 1894236160 net.cpp:219] inception_4a/5x5 does not need backward computation.
I0523 18:18:46.963119 1894236160 net.cpp:219] inception_4a/relu_5x5_reduce does not need backward computation.
I0523 18:18:46.963135 1894236160 net.cpp:219] inception_4a/5x5_reduce does not need backward computation.
I0523 18:18:46.963151 1894236160 net.cpp:219] inception_4a/relu_3x3 does not need backward computation.
I0523 18:18:46.963167 1894236160 net.cpp:219] inception_4a/3x3 does not need backward computation.
I0523 18:18:46.963183 1894236160 net.cpp:219] inception_4a/relu_3x3_reduce does not need backward computation.
I0523 18:18:46.963199 1894236160 net.cpp:219] inception_4a/3x3_reduce does not need backward computation.
I0523 18:18:46.963215 1894236160 net.cpp:219] inception_4a/relu_1x1 does not need backward computation.
I0523 18:18:46.963232 1894236160 net.cpp:219] inception_4a/1x1 does not need backward computation.
I0523 18:18:46.963248 1894236160 net.cpp:219] pool3/3x3_s2_pool3/3x3_s2_0_split does not need backward computation.
I0523 18:18:46.963264 1894236160 net.cpp:219] pool3/3x3_s2 does not need backward computation.
I0523 18:18:46.963289 1894236160 net.cpp:219] inception_3b/output does not need backward computation.
I0523 18:18:46.963306 1894236160 net.cpp:219] inception_3b/relu_pool_proj does not need backward computation.
I0523 18:18:46.963322 1894236160 net.cpp:219] inception_3b/pool_proj does not need backward computation.
I0523 18:18:46.963338 1894236160 net.cpp:219] inception_3b/pool does not need backward computation.
I0523 18:18:46.963356 1894236160 net.cpp:219] inception_3b/relu_5x5 does not need backward computation.
I0523 18:18:46.963371 1894236160 net.cpp:219] inception_3b/5x5 does not need backward computation.
I0523 18:18:46.963387 1894236160 net.cpp:219] inception_3b/relu_5x5_reduce does not need backward computation.
I0523 18:18:46.963402 1894236160 net.cpp:219] inception_3b/5x5_reduce does not need backward computation.
I0523 18:18:46.963418 1894236160 net.cpp:219] inception_3b/relu_3x3 does not need backward computation.
I0523 18:18:46.963434 1894236160 net.cpp:219] inception_3b/3x3 does not need backward computation.
I0523 18:18:46.963451 1894236160 net.cpp:219] inception_3b/relu_3x3_reduce does not need backward computation.
I0523 18:18:46.963466 1894236160 net.cpp:219] inception_3b/3x3_reduce does not need backward computation.
I0523 18:18:46.963484 1894236160 net.cpp:219] inception_3b/relu_1x1 does not need backward computation.
I0523 18:18:46.963498 1894236160 net.cpp:219] inception_3b/1x1 does not need backward computation.
I0523 18:18:46.963516 1894236160 net.cpp:219] inception_3a/output_inception_3a/output_0_split does not need backward computation.
I0523 18:18:46.963532 1894236160 net.cpp:219] inception_3a/output does not need backward computation.
I0523 18:18:46.963551 1894236160 net.cpp:219] inception_3a/relu_pool_proj does not need backward computation.
I0523 18:18:46.963567 1894236160 net.cpp:219] inception_3a/pool_proj does not need backward computation.
I0523 18:18:46.963582 1894236160 net.cpp:219] inception_3a/pool does not need backward computation.
I0523 18:18:46.963605 1894236160 net.cpp:219] inception_3a/relu_5x5 does not need backward computation.
I0523 18:18:46.963621 1894236160 net.cpp:219] inception_3a/5x5 does not need backward computation.
I0523 18:18:46.963639 1894236160 net.cpp:219] inception_3a/relu_5x5_reduce does not need backward computation.
I0523 18:18:46.963657 1894236160 net.cpp:219] inception_3a/5x5_reduce does not need backward computation.
I0523 18:18:46.963672 1894236160 net.cpp:219] inception_3a/relu_3x3 does not need backward computation.
I0523 18:18:46.963686 1894236160 net.cpp:219] inception_3a/3x3 does not need backward computation.
I0523 18:18:46.963701 1894236160 net.cpp:219] inception_3a/relu_3x3_reduce does not need backward computation.
I0523 18:18:46.963716 1894236160 net.cpp:219] inception_3a/3x3_reduce does not need backward computation.
I0523 18:18:46.963729 1894236160 net.cpp:219] inception_3a/relu_1x1 does not need backward computation.
I0523 18:18:46.963743 1894236160 net.cpp:219] inception_3a/1x1 does not need backward computation.
I0523 18:18:46.963758 1894236160 net.cpp:219] pool2/3x3_s2_pool2/3x3_s2_0_split does not need backward computation.
I0523 18:18:46.963773 1894236160 net.cpp:219] pool2/3x3_s2 does not need backward computation.
I0523 18:18:46.963788 1894236160 net.cpp:219] conv2/norm2 does not need backward computation.
I0523 18:18:46.963801 1894236160 net.cpp:219] conv2/relu_3x3 does not need backward computation.
I0523 18:18:46.963815 1894236160 net.cpp:219] conv2/3x3 does not need backward computation.
I0523 18:18:46.963829 1894236160 net.cpp:219] conv2/relu_3x3_reduce does not need backward computation.
I0523 18:18:46.963843 1894236160 net.cpp:219] conv2/3x3_reduce does not need backward computation.
I0523 18:18:46.963857 1894236160 net.cpp:219] pool1/norm1 does not need backward computation.
I0523 18:18:46.963871 1894236160 net.cpp:219] pool1/3x3_s2 does not need backward computation.
I0523 18:18:46.963889 1894236160 net.cpp:219] conv1/relu_7x7 does not need backward computation.
I0523 18:18:46.963912 1894236160 net.cpp:219] conv1/7x7_s2 does not need backward computation.
I0523 18:18:46.963927 1894236160 net.cpp:219] input does not need backward computation.
I0523 18:18:46.963939 1894236160 net.cpp:261] This network produces output loss1/classifier
I0523 18:18:46.963953 1894236160 net.cpp:261] This network produces output loss2/classifier
I0523 18:18:46.963968 1894236160 net.cpp:261] This network produces output prob
I0523 18:18:46.964143 1894236160 net.cpp:274] Network initialization done.
I0523 18:18:47.114783 1894236160 net.cpp:752] Ignoring source layer data
I0523 18:18:47.114837 1894236160 net.cpp:752] Ignoring source layer label_data_1_split
I0523 18:18:47.140341 1894236160 net.cpp:752] Ignoring source layer loss1/loss
I0523 18:18:47.140413 1894236160 net.cpp:752] Ignoring source layer loss2/loss
I0523 18:18:47.140429 1894236160 net.cpp:752] Ignoring source layer loss3/loss
CPU mode
(1, 3, 224, 224)
Loading file: /Users/*****/Downloads/image-09-30.jpg
Classifying 1 inputs.
Done in 3.84 s.
Saving results into bar
input: "data"
input_shape {
dim: 1
dim: 3
dim: 224
dim: 224
}
layer {
name: "conv1/7x7_s2"
type: "Convolution"
bottom: "data"
top: "conv1/7x7_s2"
param {
lr_mult: 1.0
decay_mult: 1.0
}
param {
lr_mult: 2.0
decay_mult: 0.0
}
convolution_param {
num_output: 64
pad: 3
kernel_size: 7
stride: 2
weight_filler {
type: "xavier"
std: 0.1
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "conv1/relu_7x7"
type: "ReLU"
bottom: "conv1/7x7_s2"
top: "conv1/7x7_s2"
}
layer {
name: "pool1/3x3_s2"
type: "Pooling"
bottom: "conv1/7x7_s2"
top: "pool1/3x3_s2"
pooling_param {
pool: MAX
kernel_size: 3
stride: 2
}
}
layer {
name: "pool1/norm1"
type: "LRN"
bottom: "pool1/3x3_s2"
top: "pool1/norm1"
lrn_param {
local_size: 5
alpha: 0.0001
beta: 0.75
}
}
layer {
name: "conv2/3x3_reduce"
type: "Convolution"
bottom: "pool1/norm1"
top: "conv2/3x3_reduce"
param {
lr_mult: 1.0
decay_mult: 1.0
}
param {
lr_mult: 2.0
decay_mult: 0.0
}
convolution_param {
num_output: 64
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.1
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "conv2/relu_3x3_reduce"
type: "ReLU"
bottom: "conv2/3x3_reduce"
top: "conv2/3x3_reduce"
}
layer {
name: "conv2/3x3"
type: "Convolution"
bottom: "conv2/3x3_reduce"
top: "conv2/3x3"
param {
lr_mult: 1.0
decay_mult: 1.0
}
param {
lr_mult: 2.0
decay_mult: 0.0
}
convolution_param {
num_output: 192
pad: 1
kernel_size: 3
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "conv2/relu_3x3"
type: "ReLU"
bottom: "conv2/3x3"
top: "conv2/3x3"
}
layer {
name: "conv2/norm2"
type: "LRN"
bottom: "conv2/3x3"
top: "conv2/norm2"
lrn_param {
local_size: 5
alpha: 0.0001
beta: 0.75
}
}
layer {
name: "pool2/3x3_s2"
type: "Pooling"
bottom: "conv2/norm2"
top: "pool2/3x3_s2"
pooling_param {
pool: MAX
kernel_size: 3
stride: 2
}
}
layer {
name: "inception_3a/1x1"
type: "Convolution"
bottom: "pool2/3x3_s2"
top: "inception_3a/1x1"
param {
lr_mult: 1.0
decay_mult: 1.0
}
param {
lr_mult: 2.0
decay_mult: 0.0
}
convolution_param {
num_output: 64
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_3a/relu_1x1"
type: "ReLU"
bottom: "inception_3a/1x1"
top: "inception_3a/1x1"
}
layer {
name: "inception_3a/3x3_reduce"
type: "Convolution"
bottom: "pool2/3x3_s2"
top: "inception_3a/3x3_reduce"
param {
lr_mult: 1.0
decay_mult: 1.0
}
param {
lr_mult: 2.0
decay_mult: 0.0
}
convolution_param {
num_output: 96
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.09
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_3a/relu_3x3_reduce"
type: "ReLU"
bottom: "inception_3a/3x3_reduce"
top: "inception_3a/3x3_reduce"
}
layer {
name: "inception_3a/3x3"
type: "Convolution"
bottom: "inception_3a/3x3_reduce"
top: "inception_3a/3x3"
param {
lr_mult: 1.0
decay_mult: 1.0
}
param {
lr_mult: 2.0
decay_mult: 0.0
}
convolution_param {
num_output: 128
pad: 1
kernel_size: 3
weight_filler {
type: "xavier"
std: 0.03
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_3a/relu_3x3"
type: "ReLU"
bottom: "inception_3a/3x3"
top: "inception_3a/3x3"
}
layer {
name: "inception_3a/5x5_reduce"
type: "Convolution"
bottom: "pool2/3x3_s2"
top: "inception_3a/5x5_reduce"
param {
lr_mult: 1.0
decay_mult: 1.0
}
param {
lr_mult: 2.0
decay_mult: 0.0
}
convolution_param {
num_output: 16
kernel_size: 1
weight_filler {
type: "xavier"
std: 0.2
}
bias_filler {
type: "constant"
value: 0.2
}
}
}
layer {
name: "inception_3a/relu_5x5_reduce"
type: "ReLU"
bottom: "inception_3a/5x5_reduce"
top: "inception_3a/5x5_reduce"
}
layer {
name: "inception_3a/5x5"
type: "Convolution"
bottom: "inception_3a/5x5_reduce"
top: "inception_3a/5x5"
param {
lr_mult: 1.0
decay_mult: 1.0
}
param {
lr_mult: 2.0